id	sid	tid	token	lemma	pos
ajis02-3835	1	1	paper	paper	NOUN
ajis02-3835	1	2	title	title	NOUN
ajis02-3835	1	3	(	(	PUNCT
ajis02-3835	1	4	paper	paper	NOUN
ajis02-3835	1	5	title	title	NOUN
ajis02-3835	1	6	style	style	NOUN
ajis02-3835	1	7	)	)	PUNCT
ajis02-3835	1	8	australasian	australasian	ADJ
ajis02-3835	1	9	journal	journal	NOUN
ajis02-3835	1	10	of	of	ADP
ajis02-3835	1	11	information	information	NOUN
ajis02-3835	1	12	systems	system	NOUN
ajis02-3835	1	13	nadeem	nadeem	PROPN
ajis02-3835	1	14	,	,	PUNCT
ajis02-3835	1	15	marjanovic	marjanovic	PROPN
ajis02-3835	1	16	&	&	CCONJ
ajis02-3835	1	17	abedin	abedin	PROPN
ajis02-3835	1	18	2022	2022	NUM
ajis02-3835	1	19	,	,	PUNCT
ajis02-3835	1	20	vol	vol	NOUN
ajis02-3835	1	21	26	26	NUM
ajis02-3835	1	22	,	,	PUNCT
ajis02-3835	1	23	selected	select	VERB
ajis02-3835	1	24	papers	paper	NOUN
ajis02-3835	1	25	from	from	ADP
ajis02-3835	1	26	acis	acis	PROPN
ajis02-3835	1	27	2020	2020	NUM
ajis02-3835	1	28	gender	gender	NOUN
ajis02-3835	1	29	bias	bias	NOUN
ajis02-3835	1	30	in	in	ADP
ajis02-3835	1	31	ai	ai	PROPN
ajis02-3835	1	32	1	1	NUM
ajis02-3835	1	33	gender	gender	NOUN
ajis02-3835	1	34	bias	bias	NOUN
ajis02-3835	1	35	in	in	ADP
ajis02-3835	1	36	ai	ai	NOUN
ajis02-3835	1	37	-	-	PUNCT
ajis02-3835	1	38	based	base	VERB
ajis02-3835	1	39	decision	decision	NOUN
ajis02-3835	1	40	-	-	PUNCT
ajis02-3835	1	41	making	make	VERB
ajis02-3835	1	42	systems	system	NOUN
ajis02-3835	1	43	:	:	PUNCT
ajis02-3835	1	44	a	a	DET
ajis02-3835	1	45	systematic	systematic	ADJ
ajis02-3835	1	46	literature	literature	NOUN
ajis02-3835	1	47	review	review	PROPN
ajis02-3835	1	48	ayesha	ayesha	PROPN
ajis02-3835	1	49	nadeem	nadeem	PROPN
ajis02-3835	1	50	university	university	PROPN
ajis02-3835	1	51	of	of	ADP
ajis02-3835	1	52	technology	technology	PROPN
ajis02-3835	1	53	sydney	sydney	PROPN
ajis02-3835	1	54	,	,	PUNCT
ajis02-3835	1	55	australia	australia	PROPN
ajis02-3835	1	56	ayesha.nadeem@student.uts.edu.au	ayesha.nadeem@student.uts.edu.au	PROPN
ajis02-3835	1	57	olivera	olivera	PROPN
ajis02-3835	1	58	marjanovic	marjanovic	PROPN
ajis02-3835	1	59	university	university	PROPN
ajis02-3835	1	60	of	of	ADP
ajis02-3835	1	61	technology	technology	PROPN
ajis02-3835	1	62	sydney	sydney	PROPN
ajis02-3835	1	63	,	,	PUNCT
ajis02-3835	1	64	australia	australia	PROPN
ajis02-3835	1	65	babak	babak	PROPN
ajis02-3835	1	66	abedin	abedin	PROPN
ajis02-3835	1	67	macquaire	macquaire	PROPN
ajis02-3835	1	68	university	university	PROPN
ajis02-3835	1	69	,	,	PUNCT
ajis02-3835	1	70	sydney	sydney	PROPN
ajis02-3835	1	71	,	,	PUNCT
ajis02-3835	1	72	australia	australia	PROPN
ajis02-3835	1	73	abstract	abstract	VERB
ajis02-3835	1	74	the	the	DET
ajis02-3835	1	75	related	related	ADJ
ajis02-3835	1	76	literature	literature	NOUN
ajis02-3835	1	77	and	and	CCONJ
ajis02-3835	1	78	industry	industry	NOUN
ajis02-3835	1	79	press	press	NOUN
ajis02-3835	1	80	suggest	suggest	VERB
ajis02-3835	1	81	that	that	SCONJ
ajis02-3835	1	82	artificial	artificial	ADJ
ajis02-3835	1	83	intelligence	intelligence	NOUN
ajis02-3835	1	84	(	(	PUNCT
ajis02-3835	1	85	ai)-based	ai)-base	VERB
ajis02-3835	1	86	decision	decision	NOUN
ajis02-3835	1	87	-	-	PUNCT
ajis02-3835	1	88	making	make	VERB
ajis02-3835	1	89	systems	system	NOUN
ajis02-3835	1	90	may	may	AUX
ajis02-3835	1	91	be	be	AUX
ajis02-3835	1	92	biased	bias	VERB
ajis02-3835	1	93	towards	towards	ADP
ajis02-3835	1	94	gender	gender	NOUN
ajis02-3835	1	95	,	,	PUNCT
ajis02-3835	1	96	which	which	PRON
ajis02-3835	1	97	in	in	ADP
ajis02-3835	1	98	turn	turn	NOUN
ajis02-3835	1	99	impacts	impact	VERB
ajis02-3835	1	100	individuals	individual	NOUN
ajis02-3835	1	101	and	and	CCONJ
ajis02-3835	1	102	societies	society	NOUN
ajis02-3835	1	103	.	.	PUNCT
ajis02-3835	2	1	the	the	DET
ajis02-3835	2	2	information	information	NOUN
ajis02-3835	2	3	system	system	NOUN
ajis02-3835	2	4	(	(	PUNCT
ajis02-3835	2	5	is	be	AUX
ajis02-3835	2	6	)	)	PUNCT
ajis02-3835	2	7	field	field	NOUN
ajis02-3835	2	8	has	have	AUX
ajis02-3835	2	9	recognised	recognise	VERB
ajis02-3835	2	10	the	the	DET
ajis02-3835	2	11	rich	rich	ADJ
ajis02-3835	2	12	contribution	contribution	NOUN
ajis02-3835	2	13	of	of	ADP
ajis02-3835	2	14	aibased	aibased	ADJ
ajis02-3835	2	15	outcomes	outcome	NOUN
ajis02-3835	2	16	and	and	CCONJ
ajis02-3835	2	17	their	their	PRON
ajis02-3835	2	18	effects	effect	NOUN
ajis02-3835	2	19	;	;	PUNCT
ajis02-3835	2	20	however	however	ADV
ajis02-3835	2	21	,	,	PUNCT
ajis02-3835	2	22	there	there	PRON
ajis02-3835	2	23	is	be	VERB
ajis02-3835	2	24	a	a	DET
ajis02-3835	2	25	lack	lack	NOUN
ajis02-3835	2	26	of	of	ADP
ajis02-3835	2	27	is	be	AUX
ajis02-3835	2	28	research	research	NOUN
ajis02-3835	2	29	on	on	ADP
ajis02-3835	2	30	the	the	DET
ajis02-3835	2	31	management	management	NOUN
ajis02-3835	2	32	of	of	ADP
ajis02-3835	2	33	gender	gender	NOUN
ajis02-3835	2	34	bias	bias	NOUN
ajis02-3835	2	35	in	in	ADP
ajis02-3835	2	36	ai	ai	NOUN
ajis02-3835	2	37	-	-	PUNCT
ajis02-3835	2	38	based	base	VERB
ajis02-3835	2	39	decision	decision	NOUN
ajis02-3835	2	40	-	-	PUNCT
ajis02-3835	2	41	making	make	VERB
ajis02-3835	2	42	systems	system	NOUN
ajis02-3835	2	43	and	and	CCONJ
ajis02-3835	2	44	its	its	PRON
ajis02-3835	2	45	adverse	adverse	ADJ
ajis02-3835	2	46	effects	effect	NOUN
ajis02-3835	2	47	.	.	PUNCT
ajis02-3835	3	1	hence	hence	ADV
ajis02-3835	3	2	,	,	PUNCT
ajis02-3835	3	3	the	the	DET
ajis02-3835	3	4	rising	rise	VERB
ajis02-3835	3	5	concern	concern	NOUN
ajis02-3835	3	6	about	about	ADP
ajis02-3835	3	7	gender	gender	NOUN
ajis02-3835	3	8	bias	bias	NOUN
ajis02-3835	3	9	in	in	ADP
ajis02-3835	3	10	ai	ai	NOUN
ajis02-3835	3	11	-	-	PUNCT
ajis02-3835	3	12	based	base	VERB
ajis02-3835	3	13	decision	decision	NOUN
ajis02-3835	3	14	-	-	PUNCT
ajis02-3835	3	15	making	make	VERB
ajis02-3835	3	16	systems	system	NOUN
ajis02-3835	3	17	is	be	AUX
ajis02-3835	3	18	gaining	gain	VERB
ajis02-3835	3	19	attention	attention	NOUN
ajis02-3835	3	20	.	.	PUNCT
ajis02-3835	4	1	in	in	ADP
ajis02-3835	4	2	particular	particular	ADJ
ajis02-3835	4	3	,	,	PUNCT
ajis02-3835	4	4	there	there	PRON
ajis02-3835	4	5	is	be	VERB
ajis02-3835	4	6	a	a	DET
ajis02-3835	4	7	need	need	NOUN
ajis02-3835	4	8	for	for	ADP
ajis02-3835	4	9	a	a	DET
ajis02-3835	4	10	better	well	ADJ
ajis02-3835	4	11	understanding	understanding	NOUN
ajis02-3835	4	12	of	of	ADP
ajis02-3835	4	13	contributing	contribute	VERB
ajis02-3835	4	14	factors	factor	NOUN
ajis02-3835	4	15	and	and	CCONJ
ajis02-3835	4	16	effective	effective	ADJ
ajis02-3835	4	17	approaches	approach	NOUN
ajis02-3835	4	18	to	to	ADP
ajis02-3835	4	19	mitigating	mitigate	VERB
ajis02-3835	4	20	gender	gender	NOUN
ajis02-3835	4	21	bias	bias	NOUN
ajis02-3835	4	22	in	in	ADP
ajis02-3835	4	23	ai	ai	NOUN
ajis02-3835	4	24	-	-	PUNCT
ajis02-3835	4	25	based	base	VERB
ajis02-3835	4	26	decision	decision	NOUN
ajis02-3835	4	27	-	-	PUNCT
ajis02-3835	4	28	making	make	VERB
ajis02-3835	4	29	systems	system	NOUN
ajis02-3835	4	30	.	.	PUNCT
ajis02-3835	5	1	therefore	therefore	ADV
ajis02-3835	5	2	,	,	PUNCT
ajis02-3835	5	3	this	this	DET
ajis02-3835	5	4	study	study	NOUN
ajis02-3835	5	5	contributes	contribute	VERB
ajis02-3835	5	6	to	to	ADP
ajis02-3835	5	7	the	the	DET
ajis02-3835	5	8	existing	exist	VERB
ajis02-3835	5	9	literature	literature	NOUN
ajis02-3835	5	10	by	by	ADP
ajis02-3835	5	11	conducting	conduct	VERB
ajis02-3835	5	12	a	a	DET
ajis02-3835	5	13	systematic	systematic	ADJ
ajis02-3835	5	14	literature	literature	NOUN
ajis02-3835	5	15	review	review	NOUN
ajis02-3835	5	16	(	(	PUNCT
ajis02-3835	5	17	slr	slr	NOUN
ajis02-3835	5	18	)	)	PUNCT
ajis02-3835	5	19	of	of	ADP
ajis02-3835	5	20	the	the	DET
ajis02-3835	5	21	extant	extant	ADJ
ajis02-3835	5	22	literature	literature	NOUN
ajis02-3835	5	23	and	and	CCONJ
ajis02-3835	5	24	presenting	present	VERB
ajis02-3835	5	25	a	a	DET
ajis02-3835	5	26	theoretical	theoretical	ADJ
ajis02-3835	5	27	framework	framework	NOUN
ajis02-3835	5	28	for	for	ADP
ajis02-3835	5	29	the	the	DET
ajis02-3835	5	30	management	management	NOUN
ajis02-3835	5	31	of	of	ADP
ajis02-3835	5	32	gender	gender	NOUN
ajis02-3835	5	33	bias	bias	NOUN
ajis02-3835	5	34	in	in	ADP
ajis02-3835	5	35	ai	ai	NOUN
ajis02-3835	5	36	-	-	PUNCT
ajis02-3835	5	37	based	base	VERB
ajis02-3835	5	38	decision	decision	NOUN
ajis02-3835	5	39	-	-	PUNCT
ajis02-3835	5	40	making	make	VERB
ajis02-3835	5	41	systems	system	NOUN
ajis02-3835	5	42	.	.	PUNCT
ajis02-3835	6	1	the	the	DET
ajis02-3835	6	2	slr	slr	NOUN
ajis02-3835	6	3	results	result	NOUN
ajis02-3835	6	4	indicate	indicate	VERB
ajis02-3835	6	5	that	that	SCONJ
ajis02-3835	6	6	the	the	DET
ajis02-3835	6	7	research	research	NOUN
ajis02-3835	6	8	on	on	ADP
ajis02-3835	6	9	gender	gender	NOUN
ajis02-3835	6	10	bias	bias	NOUN
ajis02-3835	6	11	in	in	ADP
ajis02-3835	6	12	ai	ai	NOUN
ajis02-3835	6	13	-	-	PUNCT
ajis02-3835	6	14	based	base	VERB
ajis02-3835	6	15	decision	decision	NOUN
ajis02-3835	6	16	-	-	PUNCT
ajis02-3835	6	17	making	make	VERB
ajis02-3835	6	18	systems	system	NOUN
ajis02-3835	6	19	is	be	AUX
ajis02-3835	6	20	not	not	PART
ajis02-3835	6	21	yet	yet	ADV
ajis02-3835	6	22	well	well	ADV
ajis02-3835	6	23	established	establish	VERB
ajis02-3835	6	24	,	,	PUNCT
ajis02-3835	6	25	highlighting	highlight	VERB
ajis02-3835	6	26	the	the	DET
ajis02-3835	6	27	great	great	ADJ
ajis02-3835	6	28	potential	potential	NOUN
ajis02-3835	6	29	for	for	ADP
ajis02-3835	6	30	future	future	NOUN
ajis02-3835	6	31	is	be	AUX
ajis02-3835	6	32	research	research	NOUN
ajis02-3835	6	33	in	in	ADP
ajis02-3835	6	34	this	this	DET
ajis02-3835	6	35	area	area	NOUN
ajis02-3835	6	36	,	,	PUNCT
ajis02-3835	6	37	as	as	SCONJ
ajis02-3835	6	38	articulated	articulated	ADJ
ajis02-3835	6	39	in	in	ADP
ajis02-3835	6	40	the	the	DET
ajis02-3835	6	41	paper	paper	NOUN
ajis02-3835	6	42	.	.	PUNCT
ajis02-3835	7	1	based	base	VERB
ajis02-3835	7	2	on	on	ADP
ajis02-3835	7	3	this	this	DET
ajis02-3835	7	4	review	review	NOUN
ajis02-3835	7	5	,	,	PUNCT
ajis02-3835	7	6	we	we	PRON
ajis02-3835	7	7	conceptualise	conceptualise	VERB
ajis02-3835	7	8	gender	gender	NOUN
ajis02-3835	7	9	bias	bias	NOUN
ajis02-3835	7	10	in	in	ADP
ajis02-3835	7	11	ai	ai	NOUN
ajis02-3835	7	12	-	-	PUNCT
ajis02-3835	7	13	based	base	VERB
ajis02-3835	7	14	decision	decision	NOUN
ajis02-3835	7	15	-	-	PUNCT
ajis02-3835	7	16	making	make	VERB
ajis02-3835	7	17	systems	system	NOUN
ajis02-3835	7	18	as	as	ADP
ajis02-3835	7	19	a	a	DET
ajis02-3835	7	20	socio	socio	NOUN
ajis02-3835	7	21	-	-	PUNCT
ajis02-3835	7	22	technical	technical	ADJ
ajis02-3835	7	23	problem	problem	NOUN
ajis02-3835	7	24	and	and	CCONJ
ajis02-3835	7	25	propose	propose	VERB
ajis02-3835	7	26	a	a	DET
ajis02-3835	7	27	theoretical	theoretical	ADJ
ajis02-3835	7	28	framework	framework	NOUN
ajis02-3835	7	29	that	that	PRON
ajis02-3835	7	30	offers	offer	VERB
ajis02-3835	7	31	a	a	DET
ajis02-3835	7	32	combination	combination	NOUN
ajis02-3835	7	33	of	of	ADP
ajis02-3835	7	34	technological	technological	ADJ
ajis02-3835	7	35	,	,	PUNCT
ajis02-3835	7	36	organisational	organisational	ADJ
ajis02-3835	7	37	,	,	PUNCT
ajis02-3835	7	38	and	and	CCONJ
ajis02-3835	7	39	societal	societal	ADJ
ajis02-3835	7	40	approaches	approach	NOUN
ajis02-3835	7	41	as	as	ADV
ajis02-3835	7	42	well	well	ADV
ajis02-3835	7	43	as	as	ADP
ajis02-3835	7	44	four	four	NUM
ajis02-3835	7	45	propositions	proposition	NOUN
ajis02-3835	7	46	to	to	PART
ajis02-3835	7	47	possibly	possibly	ADV
ajis02-3835	7	48	mitigate	mitigate	VERB
ajis02-3835	7	49	the	the	DET
ajis02-3835	7	50	biased	biased	ADJ
ajis02-3835	7	51	effects	effect	NOUN
ajis02-3835	7	52	.	.	PUNCT
ajis02-3835	8	1	lastly	lastly	ADV
ajis02-3835	8	2	,	,	PUNCT
ajis02-3835	8	3	this	this	DET
ajis02-3835	8	4	paper	paper	NOUN
ajis02-3835	8	5	considers	consider	VERB
ajis02-3835	8	6	future	future	ADJ
ajis02-3835	8	7	research	research	NOUN
ajis02-3835	8	8	on	on	ADP
ajis02-3835	8	9	the	the	DET
ajis02-3835	8	10	management	management	NOUN
ajis02-3835	8	11	of	of	ADP
ajis02-3835	8	12	gender	gender	NOUN
ajis02-3835	8	13	bias	bias	NOUN
ajis02-3835	8	14	in	in	ADP
ajis02-3835	8	15	ai	ai	NOUN
ajis02-3835	8	16	-	-	PUNCT
ajis02-3835	8	17	based	base	VERB
ajis02-3835	8	18	decision	decision	NOUN
ajis02-3835	8	19	-	-	PUNCT
ajis02-3835	8	20	making	make	VERB
ajis02-3835	8	21	systems	system	NOUN
ajis02-3835	8	22	in	in	ADP
ajis02-3835	8	23	the	the	DET
ajis02-3835	8	24	organisational	organisational	ADJ
ajis02-3835	8	25	context	context	NOUN
ajis02-3835	8	26	.	.	PUNCT
ajis02-3835	9	1	keywords	keyword	NOUN
ajis02-3835	9	2	:	:	PUNCT
ajis02-3835	9	3	artificial	artificial	ADJ
ajis02-3835	9	4	intelligence	intelligence	NOUN
ajis02-3835	9	5	,	,	PUNCT
ajis02-3835	9	6	fairness	fairness	NOUN
ajis02-3835	9	7	,	,	PUNCT
ajis02-3835	9	8	gender	gender	NOUN
ajis02-3835	9	9	bias	bias	NOUN
ajis02-3835	9	10	.	.	PUNCT
ajis02-3835	10	1	1	1	NUM
ajis02-3835	10	2	introduction	introduction	NOUN
ajis02-3835	10	3	artificial	artificial	ADJ
ajis02-3835	10	4	intelligence	intelligence	NOUN
ajis02-3835	10	5	(	(	PUNCT
ajis02-3835	10	6	ai)-based	ai)-base	VERB
ajis02-3835	10	7	decision	decision	NOUN
ajis02-3835	10	8	-	-	PUNCT
ajis02-3835	10	9	making	make	VERB
ajis02-3835	10	10	systems	system	NOUN
ajis02-3835	10	11	are	be	AUX
ajis02-3835	10	12	now	now	ADV
ajis02-3835	10	13	used	use	VERB
ajis02-3835	10	14	in	in	ADP
ajis02-3835	10	15	various	various	ADJ
ajis02-3835	10	16	industry	industry	NOUN
ajis02-3835	10	17	sectors	sector	NOUN
ajis02-3835	10	18	at	at	ADP
ajis02-3835	10	19	an	an	DET
ajis02-3835	10	20	increasing	increase	VERB
ajis02-3835	10	21	rate	rate	NOUN
ajis02-3835	10	22	and	and	CCONJ
ajis02-3835	10	23	continue	continue	VERB
ajis02-3835	10	24	to	to	PART
ajis02-3835	10	25	penetrate	penetrate	VERB
ajis02-3835	10	26	all	all	DET
ajis02-3835	10	27	aspects	aspect	NOUN
ajis02-3835	10	28	of	of	ADP
ajis02-3835	10	29	our	our	PRON
ajis02-3835	10	30	daily	daily	ADJ
ajis02-3835	10	31	lives	life	NOUN
ajis02-3835	10	32	.	.	PUNCT
ajis02-3835	11	1	the	the	DET
ajis02-3835	11	2	current	current	ADJ
ajis02-3835	11	3	literature	literature	NOUN
ajis02-3835	11	4	offers	offer	VERB
ajis02-3835	11	5	many	many	ADJ
ajis02-3835	11	6	examples	example	NOUN
ajis02-3835	11	7	of	of	ADP
ajis02-3835	11	8	ai	ai	NOUN
ajis02-3835	11	9	-	-	PUNCT
ajis02-3835	11	10	based	base	VERB
ajis02-3835	11	11	decision	decision	NOUN
ajis02-3835	11	12	-	-	PUNCT
ajis02-3835	11	13	making	make	VERB
ajis02-3835	11	14	systems	system	NOUN
ajis02-3835	11	15	’	'	PUNCT
ajis02-3835	11	16	benefits	benefit	NOUN
ajis02-3835	11	17	.	.	PUNCT
ajis02-3835	12	1	for	for	ADP
ajis02-3835	12	2	instance	instance	NOUN
ajis02-3835	12	3	,	,	PUNCT
ajis02-3835	12	4	these	these	DET
ajis02-3835	12	5	systems	system	NOUN
ajis02-3835	12	6	have	have	VERB
ajis02-3835	12	7	the	the	DET
ajis02-3835	12	8	potential	potential	NOUN
ajis02-3835	12	9	to	to	PART
ajis02-3835	12	10	improve	improve	VERB
ajis02-3835	12	11	organisational	organisational	ADJ
ajis02-3835	12	12	operations	operation	NOUN
ajis02-3835	12	13	and	and	CCONJ
ajis02-3835	12	14	decision	decision	NOUN
ajis02-3835	12	15	-	-	PUNCT
ajis02-3835	12	16	making	making	NOUN
ajis02-3835	12	17	(	(	PUNCT
ajis02-3835	12	18	kordzadeh	kordzadeh	NOUN
ajis02-3835	12	19	&	&	CCONJ
ajis02-3835	12	20	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	12	21	,	,	PUNCT
ajis02-3835	12	22	2021	2021	NUM
ajis02-3835	12	23	)	)	PUNCT
ajis02-3835	12	24	.	.	PUNCT
ajis02-3835	13	1	also	also	ADV
ajis02-3835	13	2	,	,	PUNCT
ajis02-3835	13	3	recent	recent	ADJ
ajis02-3835	13	4	research	research	NOUN
ajis02-3835	13	5	indicates	indicate	VERB
ajis02-3835	13	6	that	that	SCONJ
ajis02-3835	13	7	there	there	PRON
ajis02-3835	13	8	has	have	AUX
ajis02-3835	13	9	been	be	AUX
ajis02-3835	13	10	an	an	DET
ajis02-3835	13	11	increased	increase	VERB
ajis02-3835	13	12	interest	interest	NOUN
ajis02-3835	13	13	in	in	ADP
ajis02-3835	13	14	ai	ai	NOUN
ajis02-3835	13	15	-	-	PUNCT
ajis02-3835	13	16	based	base	VERB
ajis02-3835	13	17	decision	decision	NOUN
ajis02-3835	13	18	-	-	PUNCT
ajis02-3835	13	19	making	make	VERB
ajis02-3835	13	20	systems	system	NOUN
ajis02-3835	13	21	during	during	ADP
ajis02-3835	13	22	the	the	DET
ajis02-3835	13	23	recent	recent	ADJ
ajis02-3835	13	24	covid-19	covid-19	PROPN
ajis02-3835	13	25	pandemic	pandemic	NOUN
ajis02-3835	13	26	,	,	PUNCT
ajis02-3835	13	27	because	because	SCONJ
ajis02-3835	13	28	of	of	ADP
ajis02-3835	13	29	reduced	reduce	VERB
ajis02-3835	13	30	face	face	NOUN
ajis02-3835	13	31	-	-	PUNCT
ajis02-3835	13	32	to	to	ADP
ajis02-3835	13	33	-	-	PUNCT
ajis02-3835	13	34	face	face	NOUN
ajis02-3835	13	35	human	human	ADJ
ajis02-3835	13	36	interaction	interaction	NOUN
ajis02-3835	13	37	and	and	CCONJ
ajis02-3835	13	38	increased	increase	VERB
ajis02-3835	13	39	use	use	NOUN
ajis02-3835	13	40	of	of	ADP
ajis02-3835	13	41	automation	automation	NOUN
ajis02-3835	13	42	(	(	PUNCT
ajis02-3835	13	43	collins	collins	PROPN
ajis02-3835	13	44	et	et	PROPN
ajis02-3835	13	45	al	al	PROPN
ajis02-3835	13	46	.	.	PROPN
ajis02-3835	13	47	,	,	PUNCT
ajis02-3835	13	48	2021	2021	NUM
ajis02-3835	13	49	)	)	PUNCT
ajis02-3835	13	50	.	.	PUNCT
ajis02-3835	14	1	this	this	PRON
ajis02-3835	14	2	in	in	ADP
ajis02-3835	14	3	turn	turn	NOUN
ajis02-3835	14	4	has	have	AUX
ajis02-3835	14	5	further	far	ADV
ajis02-3835	14	6	accelerated	accelerate	VERB
ajis02-3835	14	7	the	the	DET
ajis02-3835	14	8	use	use	NOUN
ajis02-3835	14	9	of	of	ADP
ajis02-3835	14	10	these	these	DET
ajis02-3835	14	11	systems	system	NOUN
ajis02-3835	14	12	in	in	ADP
ajis02-3835	14	13	various	various	ADJ
ajis02-3835	14	14	industries	industry	NOUN
ajis02-3835	14	15	.	.	PUNCT
ajis02-3835	15	1	however	however	ADV
ajis02-3835	15	2	,	,	PUNCT
ajis02-3835	15	3	while	while	SCONJ
ajis02-3835	15	4	ai	ai	AUX
ajis02-3835	15	5	-	-	PUNCT
ajis02-3835	15	6	based	base	VERB
ajis02-3835	15	7	decision	decision	NOUN
ajis02-3835	15	8	-	-	PUNCT
ajis02-3835	15	9	making	make	VERB
ajis02-3835	15	10	systems	system	NOUN
ajis02-3835	15	11	may	may	AUX
ajis02-3835	15	12	offer	offer	VERB
ajis02-3835	15	13	solutions	solution	NOUN
ajis02-3835	15	14	to	to	ADP
ajis02-3835	15	15	various	various	ADJ
ajis02-3835	15	16	problems	problem	NOUN
ajis02-3835	15	17	faced	face	VERB
ajis02-3835	15	18	in	in	ADP
ajis02-3835	15	19	different	different	ADJ
ajis02-3835	15	20	disciplines	discipline	NOUN
ajis02-3835	15	21	,	,	PUNCT
ajis02-3835	15	22	they	they	PRON
ajis02-3835	15	23	may	may	AUX
ajis02-3835	15	24	simultaneously	simultaneously	ADV
ajis02-3835	15	25	create	create	VERB
ajis02-3835	15	26	unintended	unintended	ADJ
ajis02-3835	15	27	harmful	harmful	ADJ
ajis02-3835	15	28	effects	effect	NOUN
ajis02-3835	15	29	,	,	PUNCT
ajis02-3835	15	30	australasian	australasian	ADJ
ajis02-3835	15	31	journal	journal	NOUN
ajis02-3835	15	32	of	of	ADP
ajis02-3835	15	33	information	information	NOUN
ajis02-3835	15	34	systems	system	NOUN
ajis02-3835	15	35	nadeem	nadeem	PROPN
ajis02-3835	15	36	,	,	PUNCT
ajis02-3835	15	37	marjanovic	marjanovic	PROPN
ajis02-3835	15	38	&	&	CCONJ
ajis02-3835	15	39	abedin	abedin	PROPN
ajis02-3835	15	40	2022	2022	NUM
ajis02-3835	15	41	,	,	PUNCT
ajis02-3835	15	42	vol	vol	NOUN
ajis02-3835	15	43	26	26	NUM
ajis02-3835	15	44	,	,	PUNCT
ajis02-3835	15	45	selected	select	VERB
ajis02-3835	15	46	papers	paper	NOUN
ajis02-3835	15	47	from	from	ADP
ajis02-3835	15	48	acis	acis	PROPN
ajis02-3835	15	49	2020	2020	NUM
ajis02-3835	15	50	gender	gender	NOUN
ajis02-3835	15	51	bias	bias	NOUN
ajis02-3835	15	52	in	in	ADP
ajis02-3835	15	53	ai	ai	PROPN
ajis02-3835	15	54	2	2	NUM
ajis02-3835	15	55	including	include	VERB
ajis02-3835	15	56	gender	gender	NOUN
ajis02-3835	15	57	-	-	PUNCT
ajis02-3835	15	58	biased	bias	VERB
ajis02-3835	15	59	outcomes	outcome	NOUN
ajis02-3835	15	60	affecting	affect	VERB
ajis02-3835	15	61	individuals	individual	NOUN
ajis02-3835	15	62	or	or	CCONJ
ajis02-3835	15	63	minorities	minority	NOUN
ajis02-3835	15	64	of	of	ADP
ajis02-3835	15	65	a	a	DET
ajis02-3835	15	66	certain	certain	ADJ
ajis02-3835	15	67	race	race	NOUN
ajis02-3835	15	68	,	,	PUNCT
ajis02-3835	15	69	gender	gender	NOUN
ajis02-3835	15	70	,	,	PUNCT
ajis02-3835	15	71	or	or	CCONJ
ajis02-3835	15	72	colour	colour	NOUN
ajis02-3835	15	73	(	(	PUNCT
ajis02-3835	15	74	ntoutsi	ntoutsi	NOUN
ajis02-3835	15	75	et	et	PROPN
ajis02-3835	15	76	al	al	PROPN
ajis02-3835	15	77	.	.	PROPN
ajis02-3835	15	78	,	,	PUNCT
ajis02-3835	15	79	2019	2019	NUM
ajis02-3835	15	80	;	;	PUNCT
ajis02-3835	15	81	eubanks	eubank	NOUN
ajis02-3835	15	82	,	,	PUNCT
ajis02-3835	15	83	2018	2018	NUM
ajis02-3835	15	84	;	;	PUNCT
ajis02-3835	15	85	caplan	caplan	PROPN
ajis02-3835	15	86	et	et	PROPN
ajis02-3835	15	87	al	al	PROPN
ajis02-3835	15	88	.	.	PROPN
ajis02-3835	15	89	,	,	PUNCT
ajis02-3835	15	90	2018	2018	NUM
ajis02-3835	15	91	;	;	PUNCT
ajis02-3835	15	92	benjamin	benjamin	PROPN
ajis02-3835	15	93	,	,	PUNCT
ajis02-3835	15	94	2019	2019	NUM
ajis02-3835	15	95	;	;	PUNCT
ajis02-3835	15	96	west	west	PROPN
ajis02-3835	15	97	et	et	PROPN
ajis02-3835	15	98	al	al	PROPN
ajis02-3835	15	99	.	.	PROPN
ajis02-3835	15	100	2019	2019	NUM
ajis02-3835	15	101	;	;	PUNCT
ajis02-3835	15	102	unesco	unesco	PROPN
ajis02-3835	15	103	2020	2020	NUM
ajis02-3835	15	104	)	)	PUNCT
ajis02-3835	15	105	.	.	PUNCT
ajis02-3835	16	1	worryingly	worryingly	ADV
ajis02-3835	16	2	,	,	PUNCT
ajis02-3835	16	3	ai	ai	NOUN
ajis02-3835	16	4	-	-	PUNCT
ajis02-3835	16	5	based	base	VERB
ajis02-3835	16	6	decision	decision	NOUN
ajis02-3835	16	7	-	-	PUNCT
ajis02-3835	16	8	making	make	VERB
ajis02-3835	16	9	systems	system	NOUN
ajis02-3835	16	10	are	be	AUX
ajis02-3835	16	11	increasingly	increasingly	ADV
ajis02-3835	16	12	used	use	VERB
ajis02-3835	16	13	to	to	PART
ajis02-3835	16	14	screen	screen	VERB
ajis02-3835	16	15	job	job	NOUN
ajis02-3835	16	16	applications	application	NOUN
ajis02-3835	16	17	,	,	PUNCT
ajis02-3835	16	18	determine	determine	VERB
ajis02-3835	16	19	outcomes	outcome	NOUN
ajis02-3835	16	20	of	of	ADP
ajis02-3835	16	21	loan	loan	NOUN
ajis02-3835	16	22	applications	application	NOUN
ajis02-3835	16	23	,	,	PUNCT
ajis02-3835	16	24	calculate	calculate	NOUN
ajis02-3835	16	25	insurance	insurance	NOUN
ajis02-3835	16	26	premiums	premium	NOUN
ajis02-3835	16	27	and	and	CCONJ
ajis02-3835	16	28	benefits	benefit	NOUN
ajis02-3835	16	29	,	,	PUNCT
ajis02-3835	16	30	determine	determine	VERB
ajis02-3835	16	31	access	access	NOUN
ajis02-3835	16	32	to	to	ADP
ajis02-3835	16	33	social	social	ADJ
ajis02-3835	16	34	services	service	NOUN
ajis02-3835	16	35	and	and	CCONJ
ajis02-3835	16	36	more	more	ADJ
ajis02-3835	16	37	(	(	PUNCT
ajis02-3835	16	38	mehrabi	mehrabi	NOUN
ajis02-3835	16	39	et	et	PROPN
ajis02-3835	16	40	al	al	PROPN
ajis02-3835	16	41	.	.	PROPN
ajis02-3835	16	42	,	,	PUNCT
ajis02-3835	16	43	2019	2019	NUM
ajis02-3835	16	44	;	;	PUNCT
ajis02-3835	17	1	caplan	caplan	PROPN
ajis02-3835	17	2	et	et	PROPN
ajis02-3835	17	3	al	al	PROPN
ajis02-3835	17	4	.	.	PROPN
ajis02-3835	17	5	,	,	PUNCT
ajis02-3835	17	6	2018	2018	NUM
ajis02-3835	17	7	;	;	PUNCT
ajis02-3835	17	8	marjanovic	marjanovic	PROPN
ajis02-3835	17	9	et	et	PROPN
ajis02-3835	17	10	al	al	PROPN
ajis02-3835	17	11	.	.	PROPN
ajis02-3835	17	12	,	,	PUNCT
ajis02-3835	17	13	2021	2021	NUM
ajis02-3835	17	14	)	)	PUNCT
ajis02-3835	17	15	.	.	PUNCT
ajis02-3835	18	1	the	the	DET
ajis02-3835	18	2	instances	instance	NOUN
ajis02-3835	18	3	of	of	ADP
ajis02-3835	18	4	gender	gender	NOUN
ajis02-3835	18	5	-	-	PUNCT
ajis02-3835	18	6	biased	bias	VERB
ajis02-3835	18	7	ai	ai	NOUN
ajis02-3835	18	8	-	-	PUNCT
ajis02-3835	18	9	based	base	VERB
ajis02-3835	18	10	decisionmaking	decisionmake	VERB
ajis02-3835	18	11	systems	system	NOUN
ajis02-3835	18	12	have	have	AUX
ajis02-3835	18	13	already	already	ADV
ajis02-3835	18	14	been	be	AUX
ajis02-3835	18	15	reported	report	VERB
ajis02-3835	18	16	in	in	ADP
ajis02-3835	18	17	the	the	DET
ajis02-3835	18	18	scientific	scientific	ADJ
ajis02-3835	18	19	literature	literature	NOUN
ajis02-3835	18	20	and	and	CCONJ
ajis02-3835	18	21	popular	popular	ADJ
ajis02-3835	18	22	press	press	NOUN
ajis02-3835	18	23	.	.	PUNCT
ajis02-3835	19	1	for	for	ADP
ajis02-3835	19	2	instance	instance	NOUN
ajis02-3835	19	3	,	,	PUNCT
ajis02-3835	19	4	facebook	facebook	PROPN
ajis02-3835	19	5	’s	’s	PART
ajis02-3835	19	6	job	job	NOUN
ajis02-3835	19	7	ads	ad	NOUN
ajis02-3835	19	8	,	,	PUNCT
ajis02-3835	19	9	highly	highly	ADV
ajis02-3835	19	10	favoured	favour	VERB
ajis02-3835	19	11	males	male	NOUN
ajis02-3835	19	12	for	for	ADP
ajis02-3835	19	13	stem	stem	NOUN
ajis02-3835	19	14	(	(	PUNCT
ajis02-3835	19	15	science	science	NOUN
ajis02-3835	19	16	,	,	PUNCT
ajis02-3835	19	17	technology	technology	NOUN
ajis02-3835	19	18	,	,	PUNCT
ajis02-3835	19	19	engineering	engineering	NOUN
ajis02-3835	19	20	,	,	PUNCT
ajis02-3835	19	21	and	and	CCONJ
ajis02-3835	19	22	mathematics	mathematic	NOUN
ajis02-3835	19	23	)	)	PUNCT
ajis02-3835	19	24	jobs	job	NOUN
ajis02-3835	19	25	(	(	PUNCT
ajis02-3835	19	26	lambrecht	lambrecht	NOUN
ajis02-3835	19	27	&	&	CCONJ
ajis02-3835	19	28	tucker	tucker	PROPN
ajis02-3835	19	29	,	,	PUNCT
ajis02-3835	19	30	2019	2019	NUM
ajis02-3835	19	31	)	)	PUNCT
ajis02-3835	19	32	,	,	PUNCT
ajis02-3835	19	33	and	and	CCONJ
ajis02-3835	19	34	credit	credit	NOUN
ajis02-3835	19	35	loan	loan	NOUN
ajis02-3835	19	36	applications	application	NOUN
ajis02-3835	19	37	.	.	PUNCT
ajis02-3835	20	1	also	also	ADV
ajis02-3835	20	2	,	,	PUNCT
ajis02-3835	20	3	amazon	amazon	PROPN
ajis02-3835	20	4	discontinued	discontinue	VERB
ajis02-3835	20	5	using	use	VERB
ajis02-3835	20	6	an	an	DET
ajis02-3835	20	7	ai	ai	NOUN
ajis02-3835	20	8	-	-	PUNCT
ajis02-3835	20	9	based	base	VERB
ajis02-3835	20	10	decision	decision	NOUN
ajis02-3835	20	11	-	-	PUNCT
ajis02-3835	20	12	making	make	VERB
ajis02-3835	20	13	system	system	NOUN
ajis02-3835	20	14	for	for	ADP
ajis02-3835	20	15	recruitment	recruitment	NOUN
ajis02-3835	20	16	,	,	PUNCT
ajis02-3835	20	17	which	which	PRON
ajis02-3835	20	18	resulted	result	VERB
ajis02-3835	20	19	in	in	ADP
ajis02-3835	20	20	gender	gender	NOUN
ajis02-3835	20	21	-	-	PUNCT
ajis02-3835	20	22	biased	bias	VERB
ajis02-3835	20	23	outcomes	outcome	NOUN
ajis02-3835	20	24	(	(	PUNCT
ajis02-3835	20	25	dastin	dastin	PROPN
ajis02-3835	20	26	,	,	PUNCT
ajis02-3835	20	27	2018	2018	NUM
ajis02-3835	20	28	;	;	PUNCT
ajis02-3835	20	29	bolukbasi	bolukbasi	NOUN
ajis02-3835	20	30	et	et	PROPN
ajis02-3835	20	31	al	al	PROPN
ajis02-3835	20	32	.	.	PROPN
ajis02-3835	20	33	,	,	PUNCT
ajis02-3835	20	34	2016	2016	NUM
ajis02-3835	20	35	;	;	PUNCT
ajis02-3835	20	36	kordzadeh	kordzadeh	NOUN
ajis02-3835	20	37	,	,	PUNCT
ajis02-3835	20	38	&	&	CCONJ
ajis02-3835	20	39	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	20	40	,	,	PUNCT
ajis02-3835	20	41	2022	2022	NUM
ajis02-3835	20	42	)	)	PUNCT
ajis02-3835	20	43	.	.	PUNCT
ajis02-3835	21	1	the	the	DET
ajis02-3835	21	2	ai	ai	ADJ
ajis02-3835	21	3	gender	gender	NOUN
ajis02-3835	21	4	-	-	PUNCT
ajis02-3835	21	5	biased	bias	VERB
ajis02-3835	21	6	outcomes	outcome	NOUN
ajis02-3835	21	7	was	be	AUX
ajis02-3835	21	8	due	due	ADJ
ajis02-3835	21	9	to	to	ADP
ajis02-3835	21	10	the	the	DET
ajis02-3835	21	11	lack	lack	NOUN
ajis02-3835	21	12	of	of	ADP
ajis02-3835	21	13	female	female	ADJ
ajis02-3835	21	14	applicant	applicant	ADJ
ajis02-3835	21	15	data	datum	NOUN
ajis02-3835	21	16	incorporated	incorporate	VERB
ajis02-3835	21	17	in	in	ADP
ajis02-3835	21	18	the	the	DET
ajis02-3835	21	19	training	training	NOUN
ajis02-3835	21	20	datasets	dataset	NOUN
ajis02-3835	21	21	.	.	PUNCT
ajis02-3835	22	1	the	the	DET
ajis02-3835	22	2	concern	concern	NOUN
ajis02-3835	22	3	regarding	regard	VERB
ajis02-3835	22	4	gender	gender	NOUN
ajis02-3835	22	5	bias	bias	NOUN
ajis02-3835	22	6	in	in	ADP
ajis02-3835	22	7	ai	ai	NOUN
ajis02-3835	22	8	-	-	PUNCT
ajis02-3835	22	9	based	base	VERB
ajis02-3835	22	10	decision	decision	NOUN
ajis02-3835	22	11	-	-	PUNCT
ajis02-3835	22	12	making	make	VERB
ajis02-3835	22	13	systems	system	NOUN
ajis02-3835	22	14	has	have	AUX
ajis02-3835	22	15	also	also	ADV
ajis02-3835	22	16	been	be	AUX
ajis02-3835	22	17	raised	raise	VERB
ajis02-3835	22	18	by	by	ADP
ajis02-3835	22	19	governments	government	NOUN
ajis02-3835	22	20	and	and	CCONJ
ajis02-3835	22	21	research	research	NOUN
ajis02-3835	22	22	organizations	organization	NOUN
ajis02-3835	22	23	(	(	PUNCT
ajis02-3835	22	24	parikh	parikh	PROPN
ajis02-3835	22	25	et	et	PROPN
ajis02-3835	22	26	al	al	PROPN
ajis02-3835	22	27	.	.	PROPN
ajis02-3835	22	28	,	,	PUNCT
ajis02-3835	22	29	2019	2019	NUM
ajis02-3835	22	30	;	;	PUNCT
ajis02-3835	22	31	feast	feast	NOUN
ajis02-3835	22	32	,	,	PUNCT
ajis02-3835	22	33	2019	2019	NUM
ajis02-3835	22	34	;	;	PUNCT
ajis02-3835	22	35	parsheera	parsheera	NOUN
ajis02-3835	22	36	,	,	PUNCT
ajis02-3835	22	37	2018	2018	NUM
ajis02-3835	22	38	;	;	PUNCT
ajis02-3835	22	39	agarwal	agarwal	PROPN
ajis02-3835	22	40	,	,	PUNCT
ajis02-3835	22	41	2020	2020	NUM
ajis02-3835	22	42	)	)	PUNCT
ajis02-3835	22	43	.	.	PUNCT
ajis02-3835	23	1	the	the	DET
ajis02-3835	23	2	harmful	harmful	ADJ
ajis02-3835	23	3	effects	effect	NOUN
ajis02-3835	23	4	of	of	ADP
ajis02-3835	23	5	these	these	DET
ajis02-3835	23	6	systems	system	NOUN
ajis02-3835	23	7	go	go	VERB
ajis02-3835	23	8	beyond	beyond	ADP
ajis02-3835	23	9	individuals	individual	NOUN
ajis02-3835	23	10	and	and	CCONJ
ajis02-3835	23	11	are	be	AUX
ajis02-3835	23	12	reported	report	VERB
ajis02-3835	23	13	to	to	PART
ajis02-3835	23	14	affect	affect	VERB
ajis02-3835	23	15	families	family	NOUN
ajis02-3835	23	16	,	,	PUNCT
ajis02-3835	23	17	communities	community	NOUN
ajis02-3835	23	18	,	,	PUNCT
ajis02-3835	23	19	and	and	CCONJ
ajis02-3835	23	20	society	society	NOUN
ajis02-3835	23	21	at	at	ADP
ajis02-3835	23	22	large	large	ADJ
ajis02-3835	23	23	(	(	PUNCT
ajis02-3835	23	24	altman	altman	PROPN
ajis02-3835	23	25	et	et	PROPN
ajis02-3835	23	26	al	al	PROPN
ajis02-3835	23	27	.	.	PROPN
ajis02-3835	23	28	,	,	PUNCT
ajis02-3835	23	29	2018	2018	NUM
ajis02-3835	23	30	)	)	PUNCT
ajis02-3835	23	31	.	.	PUNCT
ajis02-3835	24	1	therefore	therefore	ADV
ajis02-3835	24	2	,	,	PUNCT
ajis02-3835	24	3	it	it	PRON
ajis02-3835	24	4	is	be	AUX
ajis02-3835	24	5	important	important	ADJ
ajis02-3835	24	6	to	to	PART
ajis02-3835	24	7	scrutinise	scrutinise	VERB
ajis02-3835	24	8	ai	ai	VERB
ajis02-3835	24	9	-	-	PUNCT
ajis02-3835	24	10	based	base	VERB
ajis02-3835	24	11	decision	decision	NOUN
ajis02-3835	24	12	-	-	PUNCT
ajis02-3835	24	13	making	make	VERB
ajis02-3835	24	14	systems	system	NOUN
ajis02-3835	24	15	for	for	ADP
ajis02-3835	24	16	gender	gender	NOUN
ajis02-3835	24	17	bias	bias	NOUN
ajis02-3835	24	18	in	in	ADP
ajis02-3835	24	19	order	order	NOUN
ajis02-3835	24	20	to	to	PART
ajis02-3835	24	21	ensure	ensure	VERB
ajis02-3835	24	22	fairness	fairness	NOUN
ajis02-3835	24	23	in	in	ADP
ajis02-3835	24	24	its	its	PRON
ajis02-3835	24	25	outcomes	outcome	NOUN
ajis02-3835	24	26	,	,	PUNCT
ajis02-3835	24	27	which	which	PRON
ajis02-3835	24	28	is	be	AUX
ajis02-3835	24	29	one	one	NUM
ajis02-3835	24	30	of	of	ADP
ajis02-3835	24	31	the	the	DET
ajis02-3835	24	32	fundamental	fundamental	ADJ
ajis02-3835	24	33	principles	principle	NOUN
ajis02-3835	24	34	of	of	ADP
ajis02-3835	24	35	ai	ai	ADJ
ajis02-3835	24	36	ethics	ethic	NOUN
ajis02-3835	24	37	(	(	PUNCT
ajis02-3835	24	38	mehrabi	mehrabi	NOUN
ajis02-3835	24	39	et	et	PROPN
ajis02-3835	24	40	al	al	PROPN
ajis02-3835	24	41	.	.	PROPN
ajis02-3835	24	42	,	,	PUNCT
ajis02-3835	24	43	2019	2019	NUM
ajis02-3835	24	44	;	;	PUNCT
ajis02-3835	24	45	jobin	jobin	PROPN
ajis02-3835	24	46	et	et	PROPN
ajis02-3835	24	47	al	al	PROPN
ajis02-3835	24	48	.	.	PROPN
ajis02-3835	24	49	,	,	PUNCT
ajis02-3835	24	50	2019	2019	NUM
ajis02-3835	24	51	)	)	PUNCT
ajis02-3835	24	52	.	.	PUNCT
ajis02-3835	25	1	a	a	DET
ajis02-3835	25	2	greater	great	ADJ
ajis02-3835	25	3	understanding	understanding	NOUN
ajis02-3835	25	4	of	of	ADP
ajis02-3835	25	5	this	this	DET
ajis02-3835	25	6	type	type	NOUN
ajis02-3835	25	7	of	of	ADP
ajis02-3835	25	8	bias	bias	NOUN
ajis02-3835	25	9	will	will	AUX
ajis02-3835	25	10	also	also	ADV
ajis02-3835	25	11	help	help	VERB
ajis02-3835	25	12	organisations	organisation	NOUN
ajis02-3835	25	13	to	to	PART
ajis02-3835	25	14	make	make	VERB
ajis02-3835	25	15	conscious	conscious	ADJ
ajis02-3835	25	16	strategic	strategic	ADJ
ajis02-3835	25	17	choices	choice	NOUN
ajis02-3835	25	18	(	(	PUNCT
ajis02-3835	25	19	marabelli	marabelli	PROPN
ajis02-3835	25	20	et	et	PROPN
ajis02-3835	25	21	al	al	PROPN
ajis02-3835	25	22	.	.	PROPN
ajis02-3835	25	23	,	,	PUNCT
ajis02-3835	25	24	2021	2021	NUM
ajis02-3835	25	25	)	)	PUNCT
ajis02-3835	25	26	.	.	PUNCT
ajis02-3835	26	1	given	give	VERB
ajis02-3835	26	2	the	the	DET
ajis02-3835	26	3	above	above	ADJ
ajis02-3835	26	4	,	,	PUNCT
ajis02-3835	26	5	this	this	DET
ajis02-3835	26	6	paper	paper	NOUN
ajis02-3835	26	7	aims	aim	VERB
ajis02-3835	26	8	to	to	PART
ajis02-3835	26	9	contribute	contribute	VERB
ajis02-3835	26	10	to	to	ADP
ajis02-3835	26	11	the	the	DET
ajis02-3835	26	12	emerging	emerge	VERB
ajis02-3835	26	13	body	body	NOUN
ajis02-3835	26	14	of	of	ADP
ajis02-3835	26	15	is	be	AUX
ajis02-3835	26	16	literature	literature	NOUN
ajis02-3835	26	17	on	on	ADP
ajis02-3835	26	18	the	the	DET
ajis02-3835	26	19	unintended	unintended	ADJ
ajis02-3835	26	20	harmful	harmful	ADJ
ajis02-3835	26	21	effects	effect	NOUN
ajis02-3835	26	22	of	of	ADP
ajis02-3835	26	23	ai	ai	NOUN
ajis02-3835	26	24	by	by	ADP
ajis02-3835	26	25	focusing	focus	VERB
ajis02-3835	26	26	on	on	ADP
ajis02-3835	26	27	gender	gender	NOUN
ajis02-3835	26	28	bias	bias	NOUN
ajis02-3835	26	29	in	in	ADP
ajis02-3835	26	30	ai	ai	NOUN
ajis02-3835	26	31	-	-	PUNCT
ajis02-3835	26	32	based	base	VERB
ajis02-3835	26	33	decision	decision	NOUN
ajis02-3835	26	34	-	-	PUNCT
ajis02-3835	26	35	making	make	VERB
ajis02-3835	26	36	systems	system	NOUN
ajis02-3835	26	37	.	.	PUNCT
ajis02-3835	27	1	the	the	DET
ajis02-3835	27	2	objectives	objective	NOUN
ajis02-3835	27	3	of	of	ADP
ajis02-3835	27	4	this	this	DET
ajis02-3835	27	5	study	study	NOUN
ajis02-3835	27	6	are	be	AUX
ajis02-3835	27	7	(	(	PUNCT
ajis02-3835	27	8	i	i	NOUN
ajis02-3835	27	9	)	)	PUNCT
ajis02-3835	27	10	to	to	PART
ajis02-3835	27	11	identify	identify	VERB
ajis02-3835	27	12	and	and	CCONJ
ajis02-3835	27	13	examine	examine	VERB
ajis02-3835	27	14	the	the	DET
ajis02-3835	27	15	characteristics	characteristic	NOUN
ajis02-3835	27	16	of	of	ADP
ajis02-3835	27	17	gender	gender	NOUN
ajis02-3835	27	18	bias	bias	NOUN
ajis02-3835	27	19	in	in	ADP
ajis02-3835	27	20	ai	ai	NOUN
ajis02-3835	27	21	-	-	PUNCT
ajis02-3835	27	22	based	base	VERB
ajis02-3835	27	23	decision	decision	NOUN
ajis02-3835	27	24	-	-	PUNCT
ajis02-3835	27	25	making	make	VERB
ajis02-3835	27	26	systems	system	NOUN
ajis02-3835	27	27	,	,	PUNCT
ajis02-3835	27	28	(	(	PUNCT
ajis02-3835	27	29	ii	ii	NOUN
ajis02-3835	27	30	)	)	PUNCT
ajis02-3835	27	31	to	to	PART
ajis02-3835	27	32	investigate	investigate	VERB
ajis02-3835	27	33	the	the	DET
ajis02-3835	27	34	role	role	NOUN
ajis02-3835	27	35	of	of	ADP
ajis02-3835	27	36	relevant	relevant	ADJ
ajis02-3835	27	37	contributing	contribute	VERB
ajis02-3835	27	38	factors	factor	NOUN
ajis02-3835	27	39	behind	behind	ADP
ajis02-3835	27	40	gender	gender	NOUN
ajis02-3835	27	41	bias	bias	NOUN
ajis02-3835	27	42	in	in	ADP
ajis02-3835	27	43	ai	ai	NOUN
ajis02-3835	27	44	-	-	PUNCT
ajis02-3835	27	45	based	base	VERB
ajis02-3835	27	46	decision	decision	NOUN
ajis02-3835	27	47	-	-	PUNCT
ajis02-3835	27	48	making	make	VERB
ajis02-3835	27	49	systems	system	NOUN
ajis02-3835	27	50	and	and	CCONJ
ajis02-3835	27	51	the	the	DET
ajis02-3835	27	52	reported	report	VERB
ajis02-3835	27	53	approaches	approach	NOUN
ajis02-3835	27	54	to	to	ADP
ajis02-3835	27	55	mitigation	mitigation	NOUN
ajis02-3835	27	56	of	of	ADP
ajis02-3835	27	57	gender	gender	NOUN
ajis02-3835	27	58	bias	bias	NOUN
ajis02-3835	27	59	in	in	ADP
ajis02-3835	27	60	ai	ai	NOUN
ajis02-3835	27	61	-	-	PUNCT
ajis02-3835	27	62	based	base	VERB
ajis02-3835	27	63	decision	decision	NOUN
ajis02-3835	27	64	-	-	PUNCT
ajis02-3835	27	65	making	make	VERB
ajis02-3835	27	66	systems	system	NOUN
ajis02-3835	27	67	,	,	PUNCT
ajis02-3835	27	68	and	and	CCONJ
ajis02-3835	27	69	(	(	PUNCT
ajis02-3835	27	70	iii	iii	NOUN
ajis02-3835	27	71	)	)	PUNCT
ajis02-3835	27	72	to	to	PART
ajis02-3835	27	73	propose	propose	VERB
ajis02-3835	27	74	a	a	DET
ajis02-3835	27	75	theoretical	theoretical	ADJ
ajis02-3835	27	76	framework	framework	NOUN
ajis02-3835	27	77	for	for	ADP
ajis02-3835	27	78	the	the	DET
ajis02-3835	27	79	management	management	NOUN
ajis02-3835	27	80	of	of	ADP
ajis02-3835	27	81	gender	gender	NOUN
ajis02-3835	27	82	bias	bias	NOUN
ajis02-3835	27	83	in	in	ADP
ajis02-3835	27	84	ai	ai	ADV
ajis02-3835	27	85	-	-	PUNCT
ajis02-3835	27	86	based	base	VERB
ajis02-3835	27	87	decisionmaking	decisionmake	VERB
ajis02-3835	27	88	systems	system	NOUN
ajis02-3835	27	89	.	.	PUNCT
ajis02-3835	28	1	this	this	DET
ajis02-3835	28	2	paper	paper	NOUN
ajis02-3835	28	3	is	be	AUX
ajis02-3835	28	4	organised	organise	VERB
ajis02-3835	28	5	as	as	SCONJ
ajis02-3835	28	6	follows	follow	VERB
ajis02-3835	28	7	:	:	PUNCT
ajis02-3835	28	8	section	section	NOUN
ajis02-3835	28	9	2	2	NUM
ajis02-3835	28	10	introduces	introduce	VERB
ajis02-3835	28	11	the	the	DET
ajis02-3835	28	12	foundational	foundational	ADJ
ajis02-3835	28	13	concepts	concept	NOUN
ajis02-3835	28	14	and	and	CCONJ
ajis02-3835	28	15	further	far	ADV
ajis02-3835	28	16	elaborates	elaborate	NOUN
ajis02-3835	28	17	on	on	ADP
ajis02-3835	28	18	the	the	DET
ajis02-3835	28	19	significance	significance	NOUN
ajis02-3835	28	20	of	of	ADP
ajis02-3835	28	21	this	this	DET
ajis02-3835	28	22	research	research	NOUN
ajis02-3835	28	23	;	;	PUNCT
ajis02-3835	28	24	section	section	NOUN
ajis02-3835	28	25	3	3	NUM
ajis02-3835	28	26	describes	describe	VERB
ajis02-3835	28	27	the	the	DET
ajis02-3835	28	28	adopted	adopt	VERB
ajis02-3835	28	29	research	research	NOUN
ajis02-3835	28	30	method	method	NOUN
ajis02-3835	28	31	that	that	PRON
ajis02-3835	28	32	is	be	AUX
ajis02-3835	28	33	a	a	DET
ajis02-3835	28	34	systematic	systematic	ADJ
ajis02-3835	28	35	literature	literature	NOUN
ajis02-3835	28	36	review	review	NOUN
ajis02-3835	28	37	process	process	NOUN
ajis02-3835	28	38	,	,	PUNCT
ajis02-3835	28	39	along	along	ADP
ajis02-3835	28	40	with	with	ADP
ajis02-3835	28	41	the	the	DET
ajis02-3835	28	42	search	search	NOUN
ajis02-3835	28	43	criteria	criterion	NOUN
ajis02-3835	28	44	,	,	PUNCT
ajis02-3835	28	45	selection	selection	NOUN
ajis02-3835	28	46	of	of	ADP
ajis02-3835	28	47	articles	article	NOUN
ajis02-3835	28	48	and	and	CCONJ
ajis02-3835	28	49	analysis	analysis	NOUN
ajis02-3835	28	50	,	,	PUNCT
ajis02-3835	28	51	and	and	CCONJ
ajis02-3835	28	52	coding	code	VERB
ajis02-3835	28	53	process	process	NOUN
ajis02-3835	28	54	;	;	PUNCT
ajis02-3835	28	55	section	section	NOUN
ajis02-3835	28	56	4	4	NUM
ajis02-3835	28	57	presents	present	VERB
ajis02-3835	28	58	the	the	DET
ajis02-3835	28	59	findings	finding	NOUN
ajis02-3835	28	60	of	of	ADP
ajis02-3835	28	61	this	this	DET
ajis02-3835	28	62	research	research	NOUN
ajis02-3835	28	63	;	;	PUNCT
ajis02-3835	28	64	section	section	NOUN
ajis02-3835	28	65	5	5	NUM
ajis02-3835	28	66	discusses	discuss	VERB
ajis02-3835	28	67	the	the	DET
ajis02-3835	28	68	proposed	propose	VERB
ajis02-3835	28	69	framework	framework	NOUN
ajis02-3835	28	70	along	along	ADP
ajis02-3835	28	71	with	with	ADP
ajis02-3835	28	72	considerations	consideration	NOUN
ajis02-3835	28	73	for	for	ADP
ajis02-3835	28	74	future	future	ADJ
ajis02-3835	28	75	research	research	NOUN
ajis02-3835	28	76	;	;	PUNCT
ajis02-3835	28	77	section	section	NOUN
ajis02-3835	28	78	6	6	NUM
ajis02-3835	28	79	offers	offer	VERB
ajis02-3835	28	80	the	the	DET
ajis02-3835	28	81	conclusion	conclusion	NOUN
ajis02-3835	28	82	and	and	CCONJ
ajis02-3835	28	83	discusses	discuss	VERB
ajis02-3835	28	84	the	the	DET
ajis02-3835	28	85	study	study	NOUN
ajis02-3835	28	86	limitations	limitation	NOUN
ajis02-3835	28	87	.	.	PUNCT
ajis02-3835	29	1	2	2	NUM
ajis02-3835	29	2	foundational	foundational	ADJ
ajis02-3835	29	3	concepts	concept	NOUN
ajis02-3835	29	4	ai	ai	AUX
ajis02-3835	29	5	-	-	PUNCT
ajis02-3835	29	6	based	base	VERB
ajis02-3835	29	7	it	it	PRON
ajis02-3835	29	8	systems	system	NOUN
ajis02-3835	29	9	transform	transform	VERB
ajis02-3835	29	10	it	it	PRON
ajis02-3835	29	11	systems	system	NOUN
ajis02-3835	29	12	from	from	ADP
ajis02-3835	29	13	just	just	ADV
ajis02-3835	29	14	representing	represent	VERB
ajis02-3835	29	15	reality	reality	NOUN
ajis02-3835	29	16	to	to	PART
ajis02-3835	29	17	also	also	ADV
ajis02-3835	29	18	actively	actively	ADV
ajis02-3835	29	19	participating	participate	VERB
ajis02-3835	29	20	in	in	ADP
ajis02-3835	29	21	it	it	PRON
ajis02-3835	29	22	and	and	CCONJ
ajis02-3835	29	23	influencing	influence	VERB
ajis02-3835	29	24	it	it	PRON
ajis02-3835	29	25	,	,	PUNCT
ajis02-3835	29	26	and	and	CCONJ
ajis02-3835	29	27	thereby	thereby	ADV
ajis02-3835	29	28	these	these	DET
ajis02-3835	29	29	systems	system	NOUN
ajis02-3835	29	30	are	be	AUX
ajis02-3835	29	31	explicitly	explicitly	ADV
ajis02-3835	29	32	demonstrating	demonstrate	VERB
ajis02-3835	29	33	digital	digital	ADJ
ajis02-3835	29	34	agency	agency	NOUN
ajis02-3835	29	35	(	(	PUNCT
ajis02-3835	29	36	baskerville	baskerville	PROPN
ajis02-3835	29	37	et	et	PROPN
ajis02-3835	29	38	al	al	PROPN
ajis02-3835	29	39	.	.	PROPN
ajis02-3835	29	40	,	,	PUNCT
ajis02-3835	29	41	2020	2020	NUM
ajis02-3835	29	42	;	;	PUNCT
ajis02-3835	29	43	niehaus	niehaus	NOUN
ajis02-3835	29	44	,	,	PUNCT
ajis02-3835	29	45	&	&	CCONJ
ajis02-3835	29	46	wiesche	wiesche	PROPN
ajis02-3835	29	47	,	,	PUNCT
ajis02-3835	29	48	2021	2021	NUM
ajis02-3835	29	49	)	)	PUNCT
ajis02-3835	29	50	.	.	PUNCT
ajis02-3835	30	1	in	in	ADP
ajis02-3835	30	2	this	this	DET
ajis02-3835	30	3	research	research	NOUN
ajis02-3835	30	4	we	we	PRON
ajis02-3835	30	5	follow	follow	VERB
ajis02-3835	30	6	markus	markus	NOUN
ajis02-3835	30	7	(	(	PUNCT
ajis02-3835	30	8	2017	2017	NUM
ajis02-3835	30	9	)	)	PUNCT
ajis02-3835	30	10	and	and	CCONJ
ajis02-3835	30	11	refer	refer	VERB
ajis02-3835	30	12	to	to	ADP
ajis02-3835	30	13	a	a	DET
ajis02-3835	30	14	particular	particular	ADJ
ajis02-3835	30	15	type	type	NOUN
ajis02-3835	30	16	of	of	ADP
ajis02-3835	30	17	ai	ai	NOUN
ajis02-3835	30	18	-	-	PUNCT
ajis02-3835	30	19	based	base	VERB
ajis02-3835	30	20	it	it	PRON
ajis02-3835	30	21	systems	system	NOUN
ajis02-3835	30	22	which	which	PRON
ajis02-3835	30	23	automate	automate	VERB
ajis02-3835	30	24	algorithmic	algorithmic	ADJ
ajis02-3835	30	25	decision	decision	NOUN
ajis02-3835	30	26	-	-	PUNCT
ajis02-3835	30	27	making	making	NOUN
ajis02-3835	30	28	based	base	VERB
ajis02-3835	30	29	on	on	ADP
ajis02-3835	30	30	computational	computational	ADJ
ajis02-3835	30	31	models	model	NOUN
ajis02-3835	30	32	and	and	CCONJ
ajis02-3835	30	33	among	among	ADP
ajis02-3835	30	34	others	other	NOUN
ajis02-3835	30	35	natural	natural	ADJ
ajis02-3835	30	36	language	language	NOUN
ajis02-3835	30	37	processing	processing	NOUN
ajis02-3835	30	38	capabilities	capability	NOUN
ajis02-3835	30	39	as	as	ADP
ajis02-3835	30	40	ai	ai	NOUN
ajis02-3835	30	41	-	-	PUNCT
ajis02-3835	30	42	based	base	VERB
ajis02-3835	30	43	decision	decision	NOUN
ajis02-3835	30	44	-	-	PUNCT
ajis02-3835	30	45	making	make	VERB
ajis02-3835	30	46	systems	system	NOUN
ajis02-3835	30	47	where	where	SCONJ
ajis02-3835	30	48	“	"	PUNCT
ajis02-3835	30	49	automated	automated	ADJ
ajis02-3835	30	50	decision	decision	NOUN
ajis02-3835	30	51	-	-	PUNCT
ajis02-3835	30	52	making	making	NOUN
ajis02-3835	30	53	is	be	AUX
ajis02-3835	30	54	the	the	DET
ajis02-3835	30	55	process	process	NOUN
ajis02-3835	30	56	of	of	ADP
ajis02-3835	30	57	making	make	VERB
ajis02-3835	30	58	a	a	DET
ajis02-3835	30	59	decision	decision	NOUN
ajis02-3835	30	60	by	by	ADP
ajis02-3835	30	61	automated	automate	VERB
ajis02-3835	30	62	means	mean	NOUN
ajis02-3835	30	63	without	without	ADP
ajis02-3835	30	64	any	any	DET
ajis02-3835	30	65	human	human	ADJ
ajis02-3835	30	66	involvement	involvement	NOUN
ajis02-3835	30	67	.	.	PUNCT
ajis02-3835	31	1	these	these	DET
ajis02-3835	31	2	decisions	decision	NOUN
ajis02-3835	31	3	can	can	AUX
ajis02-3835	31	4	be	be	AUX
ajis02-3835	31	5	based	base	VERB
ajis02-3835	31	6	on	on	ADP
ajis02-3835	31	7	factual	factual	ADJ
ajis02-3835	31	8	data	datum	NOUN
ajis02-3835	31	9	,	,	PUNCT
ajis02-3835	31	10	as	as	ADV
ajis02-3835	31	11	well	well	ADV
ajis02-3835	31	12	as	as	ADP
ajis02-3835	31	13	on	on	ADP
ajis02-3835	31	14	digitally	digitally	ADV
ajis02-3835	31	15	created	create	VERB
ajis02-3835	31	16	australasian	australasian	ADJ
ajis02-3835	31	17	journal	journal	NOUN
ajis02-3835	31	18	of	of	ADP
ajis02-3835	31	19	information	information	NOUN
ajis02-3835	31	20	systems	system	NOUN
ajis02-3835	31	21	nadeem	nadeem	PROPN
ajis02-3835	31	22	,	,	PUNCT
ajis02-3835	31	23	marjanovic	marjanovic	PROPN
ajis02-3835	31	24	&	&	CCONJ
ajis02-3835	31	25	abedin	abedin	PROPN
ajis02-3835	31	26	2022	2022	NUM
ajis02-3835	31	27	,	,	PUNCT
ajis02-3835	31	28	vol	vol	NOUN
ajis02-3835	31	29	26	26	NUM
ajis02-3835	31	30	,	,	PUNCT
ajis02-3835	31	31	selected	select	VERB
ajis02-3835	31	32	papers	paper	NOUN
ajis02-3835	31	33	from	from	ADP
ajis02-3835	31	34	acis	acis	PROPN
ajis02-3835	31	35	2020	2020	NUM
ajis02-3835	31	36	gender	gender	NOUN
ajis02-3835	31	37	bias	bias	NOUN
ajis02-3835	31	38	in	in	ADP
ajis02-3835	31	39	ai	ai	PROPN
ajis02-3835	31	40	3	3	NUM
ajis02-3835	31	41	profiles	profile	NOUN
ajis02-3835	31	42	or	or	CCONJ
ajis02-3835	31	43	inferred	infer	VERB
ajis02-3835	31	44	data	datum	NOUN
ajis02-3835	31	45	.	.	PUNCT
ajis02-3835	32	1	examples	example	NOUN
ajis02-3835	32	2	of	of	ADP
ajis02-3835	32	3	this	this	PRON
ajis02-3835	32	4	include	include	VERB
ajis02-3835	32	5	:	:	PUNCT
ajis02-3835	32	6	an	an	DET
ajis02-3835	32	7	online	online	ADJ
ajis02-3835	32	8	decision	decision	NOUN
ajis02-3835	32	9	to	to	PART
ajis02-3835	32	10	award	award	VERB
ajis02-3835	32	11	a	a	DET
ajis02-3835	32	12	loan	loan	NOUN
ajis02-3835	32	13	;	;	PUNCT
ajis02-3835	32	14	and	and	CCONJ
ajis02-3835	32	15	an	an	DET
ajis02-3835	32	16	aptitude	aptitude	NOUN
ajis02-3835	32	17	test	test	NOUN
ajis02-3835	32	18	used	use	VERB
ajis02-3835	32	19	for	for	ADP
ajis02-3835	32	20	recruitment	recruitment	NOUN
ajis02-3835	32	21	which	which	PRON
ajis02-3835	32	22	uses	use	VERB
ajis02-3835	32	23	pre	pre	ADJ
ajis02-3835	32	24	-	-	VERB
ajis02-3835	32	25	programmed	programmed	ADJ
ajis02-3835	32	26	algorithms	algorithm	NOUN
ajis02-3835	32	27	and	and	CCONJ
ajis02-3835	32	28	criteria	criterion	NOUN
ajis02-3835	32	29	”	"	PUNCT
ajis02-3835	32	30	(	(	PUNCT
ajis02-3835	32	31	ico	ico	PROPN
ajis02-3835	32	32	,	,	PUNCT
ajis02-3835	32	33	2018	2018	NUM
ajis02-3835	32	34	,	,	PUNCT
ajis02-3835	32	35	p.	p.	NOUN
ajis02-3835	32	36	5	5	NUM
ajis02-3835	32	37	)	)	PUNCT
ajis02-3835	32	38	.	.	PUNCT
ajis02-3835	33	1	ai	ai	VERB
ajis02-3835	33	2	-	-	PUNCT
ajis02-3835	33	3	based	base	VERB
ajis02-3835	33	4	decision	decision	NOUN
ajis02-3835	33	5	-	-	PUNCT
ajis02-3835	33	6	making	make	VERB
ajis02-3835	33	7	systems	system	NOUN
ajis02-3835	33	8	are	be	AUX
ajis02-3835	33	9	now	now	ADV
ajis02-3835	33	10	underpinning	underpin	VERB
ajis02-3835	33	11	the	the	DET
ajis02-3835	33	12	digital	digital	ADJ
ajis02-3835	33	13	economy	economy	NOUN
ajis02-3835	33	14	;	;	PUNCT
ajis02-3835	33	15	at	at	ADP
ajis02-3835	33	16	the	the	DET
ajis02-3835	33	17	same	same	ADJ
ajis02-3835	33	18	time	time	NOUN
ajis02-3835	33	19	,	,	PUNCT
ajis02-3835	33	20	they	they	PRON
ajis02-3835	33	21	are	be	AUX
ajis02-3835	33	22	also	also	ADV
ajis02-3835	33	23	criticised	criticise	VERB
ajis02-3835	33	24	regarding	regard	VERB
ajis02-3835	33	25	their	their	PRON
ajis02-3835	33	26	fairness	fairness	NOUN
ajis02-3835	33	27	,	,	PUNCT
ajis02-3835	33	28	accountability	accountability	NOUN
ajis02-3835	33	29	,	,	PUNCT
ajis02-3835	33	30	and	and	CCONJ
ajis02-3835	33	31	transparency	transparency	NOUN
ajis02-3835	33	32	(	(	PUNCT
ajis02-3835	33	33	feuerriegel	feuerriegel	NOUN
ajis02-3835	33	34	et	et	PROPN
ajis02-3835	33	35	al	al	PROPN
ajis02-3835	33	36	.	.	PROPN
ajis02-3835	33	37	,	,	PUNCT
ajis02-3835	33	38	2020	2020	NUM
ajis02-3835	33	39	)	)	PUNCT
ajis02-3835	33	40	.	.	PUNCT
ajis02-3835	34	1	consequently	consequently	ADV
ajis02-3835	34	2	,	,	PUNCT
ajis02-3835	34	3	there	there	PRON
ajis02-3835	34	4	has	have	AUX
ajis02-3835	34	5	been	be	AUX
ajis02-3835	34	6	an	an	DET
ajis02-3835	34	7	outburst	outburst	NOUN
ajis02-3835	34	8	of	of	ADP
ajis02-3835	34	9	research	research	NOUN
ajis02-3835	34	10	on	on	ADP
ajis02-3835	34	11	fairness	fairness	NOUN
ajis02-3835	34	12	in	in	ADP
ajis02-3835	34	13	ai	ai	ADJ
ajis02-3835	34	14	-	-	PUNCT
ajis02-3835	34	15	based	base	VERB
ajis02-3835	34	16	decision	decision	NOUN
ajis02-3835	34	17	-	-	PUNCT
ajis02-3835	34	18	making	make	VERB
ajis02-3835	34	19	systems	system	NOUN
ajis02-3835	34	20	in	in	ADP
ajis02-3835	34	21	recent	recent	ADJ
ajis02-3835	34	22	years	year	NOUN
ajis02-3835	34	23	(	(	PUNCT
ajis02-3835	34	24	feuerriegel	feuerriegel	NOUN
ajis02-3835	34	25	et	et	PROPN
ajis02-3835	34	26	al	al	PROPN
ajis02-3835	34	27	.	.	PROPN
ajis02-3835	34	28	,	,	PUNCT
ajis02-3835	34	29	2020	2020	NUM
ajis02-3835	34	30	;	;	PUNCT
ajis02-3835	34	31	bellamy	bellamy	PROPN
ajis02-3835	34	32	et	et	PROPN
ajis02-3835	34	33	al	al	PROPN
ajis02-3835	34	34	.	.	PROPN
ajis02-3835	34	35	,	,	PUNCT
ajis02-3835	34	36	2018	2018	NUM
ajis02-3835	34	37	;	;	PUNCT
ajis02-3835	34	38	zhong	zhong	PROPN
ajis02-3835	34	39	,	,	PUNCT
ajis02-3835	34	40	2018	2018	NUM
ajis02-3835	34	41	;	;	PUNCT
ajis02-3835	34	42	leavy	leavy	PROPN
ajis02-3835	34	43	,	,	PUNCT
ajis02-3835	34	44	2018	2018	NUM
ajis02-3835	34	45	;	;	PUNCT
ajis02-3835	34	46	jobin	jobin	PROPN
ajis02-3835	34	47	et	et	PROPN
ajis02-3835	34	48	al	al	PROPN
ajis02-3835	34	49	.	.	PROPN
ajis02-3835	34	50	,	,	PUNCT
ajis02-3835	34	51	2019	2019	NUM
ajis02-3835	34	52	)	)	PUNCT
ajis02-3835	34	53	.	.	PUNCT
ajis02-3835	35	1	moreover	moreover	ADV
ajis02-3835	35	2	,	,	PUNCT
ajis02-3835	35	3	considerations	consideration	NOUN
ajis02-3835	35	4	of	of	ADP
ajis02-3835	35	5	fairness	fairness	NOUN
ajis02-3835	35	6	in	in	ADP
ajis02-3835	35	7	ai	ai	ADJ
ajis02-3835	35	8	-	-	PUNCT
ajis02-3835	35	9	based	base	VERB
ajis02-3835	35	10	decision	decision	NOUN
ajis02-3835	35	11	-	-	PUNCT
ajis02-3835	35	12	making	make	VERB
ajis02-3835	35	13	systems	system	NOUN
ajis02-3835	35	14	in	in	ADP
ajis02-3835	35	15	organisations	organisation	NOUN
ajis02-3835	35	16	are	be	AUX
ajis02-3835	35	17	still	still	ADV
ajis02-3835	35	18	lagging	lag	VERB
ajis02-3835	35	19	,	,	PUNCT
ajis02-3835	35	20	including	include	VERB
ajis02-3835	35	21	fair	fair	ADJ
ajis02-3835	35	22	practices	practice	NOUN
ajis02-3835	35	23	within	within	ADP
ajis02-3835	35	24	systems	system	NOUN
ajis02-3835	35	25	,	,	PUNCT
ajis02-3835	35	26	people	people	NOUN
ajis02-3835	35	27	,	,	PUNCT
ajis02-3835	35	28	and	and	CCONJ
ajis02-3835	35	29	processes	process	NOUN
ajis02-3835	35	30	(	(	PUNCT
ajis02-3835	35	31	feuerriegel	feuerriegel	NOUN
ajis02-3835	35	32	et	et	PROPN
ajis02-3835	35	33	al	al	PROPN
ajis02-3835	35	34	.	.	PROPN
ajis02-3835	35	35	,	,	PUNCT
ajis02-3835	35	36	2020	2020	NUM
ajis02-3835	35	37	)	)	PUNCT
ajis02-3835	35	38	.	.	PUNCT
ajis02-3835	36	1	hence	hence	ADV
ajis02-3835	36	2	,	,	PUNCT
ajis02-3835	36	3	is	be	AUX
ajis02-3835	36	4	researchers	researcher	NOUN
ajis02-3835	36	5	and	and	CCONJ
ajis02-3835	36	6	practitioners	practitioner	NOUN
ajis02-3835	36	7	have	have	AUX
ajis02-3835	36	8	been	be	AUX
ajis02-3835	36	9	encouraged	encourage	VERB
ajis02-3835	36	10	to	to	PART
ajis02-3835	36	11	work	work	VERB
ajis02-3835	36	12	and	and	CCONJ
ajis02-3835	36	13	collaborate	collaborate	VERB
ajis02-3835	36	14	towards	towards	ADP
ajis02-3835	36	15	‘	'	PUNCT
ajis02-3835	36	16	fair	fair	ADJ
ajis02-3835	36	17	ai	ai	NOUN
ajis02-3835	36	18	’	'	PUNCT
ajis02-3835	36	19	(	(	PUNCT
ajis02-3835	36	20	feuerriegel	feuerriegel	NOUN
ajis02-3835	36	21	et	et	PROPN
ajis02-3835	36	22	al	al	PROPN
ajis02-3835	36	23	.	.	PROPN
ajis02-3835	36	24	,	,	PUNCT
ajis02-3835	36	25	2020	2020	NUM
ajis02-3835	36	26	)	)	PUNCT
ajis02-3835	36	27	.	.	PUNCT
ajis02-3835	37	1	this	this	PRON
ajis02-3835	37	2	also	also	ADV
ajis02-3835	37	3	includes	include	VERB
ajis02-3835	37	4	increasing	increase	VERB
ajis02-3835	37	5	concerns	concern	NOUN
ajis02-3835	37	6	about	about	ADP
ajis02-3835	37	7	,	,	PUNCT
ajis02-3835	37	8	and	and	CCONJ
ajis02-3835	37	9	reconsideration	reconsideration	NOUN
ajis02-3835	37	10	of	of	ADP
ajis02-3835	37	11	the	the	DET
ajis02-3835	37	12	current	current	ADJ
ajis02-3835	37	13	approaches	approach	NOUN
ajis02-3835	37	14	to	to	PART
ajis02-3835	37	15	bring	bring	VERB
ajis02-3835	37	16	fairness	fairness	NOUN
ajis02-3835	37	17	to	to	ADP
ajis02-3835	37	18	ai	ai	VERB
ajis02-3835	37	19	-	-	PUNCT
ajis02-3835	37	20	based	base	VERB
ajis02-3835	37	21	decision	decision	NOUN
ajis02-3835	37	22	-	-	PUNCT
ajis02-3835	37	23	making	make	VERB
ajis02-3835	37	24	systems	system	NOUN
ajis02-3835	37	25	(	(	PUNCT
ajis02-3835	37	26	ntoutsi	ntoutsi	PROPN
ajis02-3835	37	27	et	et	PROPN
ajis02-3835	37	28	al	al	PROPN
ajis02-3835	37	29	.	.	PROPN
ajis02-3835	37	30	,	,	PUNCT
ajis02-3835	37	31	2019	2019	NUM
ajis02-3835	37	32	;	;	PUNCT
ajis02-3835	37	33	feuerriegel	feuerriegel	NOUN
ajis02-3835	37	34	et	et	PROPN
ajis02-3835	37	35	al	al	PROPN
ajis02-3835	37	36	.	.	PROPN
ajis02-3835	37	37	,	,	PUNCT
ajis02-3835	37	38	2020	2020	NUM
ajis02-3835	37	39	;	;	PUNCT
ajis02-3835	37	40	kordzadeh	kordzadeh	NOUN
ajis02-3835	37	41	,	,	PUNCT
ajis02-3835	37	42	&	&	CCONJ
ajis02-3835	37	43	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	37	44	,	,	PUNCT
ajis02-3835	37	45	2021	2021	NUM
ajis02-3835	37	46	)	)	PUNCT
ajis02-3835	37	47	.	.	PUNCT
ajis02-3835	38	1	dwivedi	dwivedi	PROPN
ajis02-3835	38	2	et	et	PROPN
ajis02-3835	38	3	al	al	PROPN
ajis02-3835	38	4	.	.	PROPN
ajis02-3835	39	1	(	(	PUNCT
ajis02-3835	39	2	2019	2019	NUM
ajis02-3835	39	3	)	)	PUNCT
ajis02-3835	39	4	argue	argue	VERB
ajis02-3835	39	5	that	that	SCONJ
ajis02-3835	39	6	it	it	PRON
ajis02-3835	39	7	is	be	AUX
ajis02-3835	39	8	imperative	imperative	ADJ
ajis02-3835	39	9	to	to	PART
ajis02-3835	39	10	study	study	VERB
ajis02-3835	39	11	fairness	fairness	NOUN
ajis02-3835	39	12	in	in	ADP
ajis02-3835	39	13	ai	ai	ADJ
ajis02-3835	39	14	-	-	PUNCT
ajis02-3835	39	15	based	base	VERB
ajis02-3835	39	16	decision	decision	NOUN
ajis02-3835	39	17	-	-	PUNCT
ajis02-3835	39	18	making	make	VERB
ajis02-3835	39	19	systems	system	NOUN
ajis02-3835	39	20	as	as	SCONJ
ajis02-3835	39	21	they	they	PRON
ajis02-3835	39	22	are	be	AUX
ajis02-3835	39	23	limited	limit	VERB
ajis02-3835	39	24	to	to	ADP
ajis02-3835	39	25	industrial	industrial	ADJ
ajis02-3835	39	26	applications	application	NOUN
ajis02-3835	39	27	but	but	CCONJ
ajis02-3835	39	28	have	have	AUX
ajis02-3835	39	29	entered	enter	VERB
ajis02-3835	39	30	our	our	PRON
ajis02-3835	39	31	lives	life	NOUN
ajis02-3835	39	32	on	on	ADP
ajis02-3835	39	33	a	a	DET
ajis02-3835	39	34	daily	daily	ADJ
ajis02-3835	39	35	basis	basis	NOUN
ajis02-3835	39	36	.	.	PUNCT
ajis02-3835	40	1	yet	yet	ADV
ajis02-3835	40	2	,	,	PUNCT
ajis02-3835	40	3	the	the	DET
ajis02-3835	40	4	notion	notion	NOUN
ajis02-3835	40	5	of	of	ADP
ajis02-3835	40	6	‘	'	PUNCT
ajis02-3835	40	7	fairness	fairness	NOUN
ajis02-3835	40	8	’	'	PUNCT
ajis02-3835	40	9	remains	remain	VERB
ajis02-3835	40	10	unclear	unclear	ADJ
ajis02-3835	40	11	.	.	PUNCT
ajis02-3835	41	1	for	for	ADP
ajis02-3835	41	2	example	example	NOUN
ajis02-3835	41	3	,	,	PUNCT
ajis02-3835	41	4	there	there	PRON
ajis02-3835	41	5	are	be	VERB
ajis02-3835	41	6	various	various	ADJ
ajis02-3835	41	7	,	,	PUNCT
ajis02-3835	41	8	even	even	ADV
ajis02-3835	41	9	mutually	mutually	ADV
ajis02-3835	41	10	incompatible	incompatible	ADJ
ajis02-3835	41	11	,	,	PUNCT
ajis02-3835	41	12	definitions	definition	NOUN
ajis02-3835	41	13	of	of	ADP
ajis02-3835	41	14	fairness	fairness	NOUN
ajis02-3835	41	15	proposed	propose	VERB
ajis02-3835	41	16	by	by	ADP
ajis02-3835	41	17	computer	computer	NOUN
ajis02-3835	41	18	science	science	NOUN
ajis02-3835	41	19	researchers	researcher	NOUN
ajis02-3835	41	20	,	,	PUNCT
ajis02-3835	41	21	with	with	ADP
ajis02-3835	41	22	system	system	NOUN
ajis02-3835	41	23	and	and	CCONJ
ajis02-3835	41	24	software	software	NOUN
ajis02-3835	41	25	developers	developer	NOUN
ajis02-3835	41	26	unable	unable	ADJ
ajis02-3835	41	27	to	to	PART
ajis02-3835	41	28	resolve	resolve	VERB
ajis02-3835	41	29	these	these	DET
ajis02-3835	41	30	differences	difference	NOUN
ajis02-3835	41	31	(	(	PUNCT
ajis02-3835	41	32	teodorescu	teodorescu	NOUN
ajis02-3835	41	33	et	et	PROPN
ajis02-3835	41	34	al	al	PROPN
ajis02-3835	41	35	.	.	PROPN
ajis02-3835	41	36	,	,	PUNCT
ajis02-3835	41	37	2021	2021	NUM
ajis02-3835	41	38	)	)	PUNCT
ajis02-3835	41	39	.	.	PUNCT
ajis02-3835	42	1	at	at	ADP
ajis02-3835	42	2	the	the	DET
ajis02-3835	42	3	same	same	ADJ
ajis02-3835	42	4	time	time	NOUN
ajis02-3835	42	5	,	,	PUNCT
ajis02-3835	42	6	there	there	PRON
ajis02-3835	42	7	are	be	VERB
ajis02-3835	42	8	long	long	ADV
ajis02-3835	42	9	-	-	PUNCT
ajis02-3835	42	10	standing	stand	VERB
ajis02-3835	42	11	discussions	discussion	NOUN
ajis02-3835	42	12	on	on	ADP
ajis02-3835	42	13	fairness	fairness	NOUN
ajis02-3835	42	14	within	within	ADP
ajis02-3835	42	15	philosophical	philosophical	ADJ
ajis02-3835	42	16	and	and	CCONJ
ajis02-3835	42	17	theological	theological	ADJ
ajis02-3835	42	18	literature	literature	NOUN
ajis02-3835	42	19	for	for	ADP
ajis02-3835	42	20	centuries	century	NOUN
ajis02-3835	42	21	,	,	PUNCT
ajis02-3835	42	22	often	often	ADV
ajis02-3835	42	23	in	in	ADP
ajis02-3835	42	24	connection	connection	NOUN
ajis02-3835	42	25	with	with	ADP
ajis02-3835	42	26	justice	justice	NOUN
ajis02-3835	42	27	(	(	PUNCT
ajis02-3835	42	28	feuerriegel	feuerriegel	NOUN
ajis02-3835	42	29	et	et	PROPN
ajis02-3835	42	30	al	al	PROPN
ajis02-3835	42	31	.	.	PROPN
ajis02-3835	42	32	,	,	PUNCT
ajis02-3835	42	33	2020	2020	NUM
ajis02-3835	42	34	)	)	PUNCT
ajis02-3835	42	35	.	.	PUNCT
ajis02-3835	43	1	in	in	ADP
ajis02-3835	43	2	the	the	DET
ajis02-3835	43	3	absence	absence	NOUN
ajis02-3835	43	4	of	of	ADP
ajis02-3835	43	5	any	any	DET
ajis02-3835	43	6	well	well	ADV
ajis02-3835	43	7	-	-	PUNCT
ajis02-3835	43	8	established	establish	VERB
ajis02-3835	43	9	definition	definition	NOUN
ajis02-3835	43	10	of	of	ADP
ajis02-3835	43	11	fairness	fairness	NOUN
ajis02-3835	43	12	,	,	PUNCT
ajis02-3835	43	13	in	in	ADP
ajis02-3835	43	14	this	this	DET
ajis02-3835	43	15	paper	paper	NOUN
ajis02-3835	43	16	,	,	PUNCT
ajis02-3835	43	17	we	we	PRON
ajis02-3835	43	18	draw	draw	VERB
ajis02-3835	43	19	from	from	ADP
ajis02-3835	43	20	the	the	DET
ajis02-3835	43	21	previous	previous	ADJ
ajis02-3835	43	22	work	work	NOUN
ajis02-3835	43	23	by	by	ADP
ajis02-3835	43	24	merhrabi	merhrabi	PROPN
ajis02-3835	43	25	et	et	PROPN
ajis02-3835	43	26	al	al	PROPN
ajis02-3835	43	27	.	.	PROPN
ajis02-3835	44	1	(	(	PUNCT
ajis02-3835	44	2	2019	2019	NUM
ajis02-3835	44	3	)	)	PUNCT
ajis02-3835	44	4	who	who	PRON
ajis02-3835	44	5	consider	consider	VERB
ajis02-3835	44	6	fairness	fairness	NOUN
ajis02-3835	44	7	as	as	ADP
ajis02-3835	44	8	the	the	DET
ajis02-3835	44	9	elimination	elimination	NOUN
ajis02-3835	44	10	of	of	ADP
ajis02-3835	44	11	any	any	DET
ajis02-3835	44	12	prejudice	prejudice	NOUN
ajis02-3835	44	13	or	or	CCONJ
ajis02-3835	44	14	favouritism	favouritism	NOUN
ajis02-3835	44	15	behaviour	behaviour	NOUN
ajis02-3835	44	16	towards	towards	ADP
ajis02-3835	44	17	a	a	DET
ajis02-3835	44	18	certain	certain	ADJ
ajis02-3835	44	19	group	group	NOUN
ajis02-3835	44	20	or	or	CCONJ
ajis02-3835	44	21	individuals	individual	NOUN
ajis02-3835	44	22	.	.	PUNCT
ajis02-3835	45	1	according	accord	VERB
ajis02-3835	45	2	to	to	ADP
ajis02-3835	45	3	hayes	hayes	PROPN
ajis02-3835	45	4	et	et	PROPN
ajis02-3835	45	5	al	al	PROPN
ajis02-3835	45	6	.	.	PROPN
ajis02-3835	45	7	,	,	PUNCT
ajis02-3835	45	8	(	(	PUNCT
ajis02-3835	45	9	2020	2020	NUM
ajis02-3835	45	10	)	)	PUNCT
ajis02-3835	45	11	,	,	PUNCT
ajis02-3835	45	12	fairness	fairness	NOUN
ajis02-3835	45	13	prevents	prevent	VERB
ajis02-3835	45	14	any	any	DET
ajis02-3835	45	15	action	action	NOUN
ajis02-3835	45	16	or	or	CCONJ
ajis02-3835	45	17	policy	policy	NOUN
ajis02-3835	45	18	that	that	PRON
ajis02-3835	45	19	perpetuates	perpetuate	VERB
ajis02-3835	45	20	discrimination	discrimination	NOUN
ajis02-3835	45	21	or	or	CCONJ
ajis02-3835	45	22	unequal	unequal	ADJ
ajis02-3835	45	23	treatment	treatment	NOUN
ajis02-3835	45	24	.	.	PUNCT
ajis02-3835	46	1	hence	hence	ADV
ajis02-3835	46	2	,	,	PUNCT
ajis02-3835	46	3	fairness	fairness	NOUN
ajis02-3835	46	4	refers	refer	VERB
ajis02-3835	46	5	to	to	ADP
ajis02-3835	46	6	treating	treat	VERB
ajis02-3835	46	7	others	other	NOUN
ajis02-3835	46	8	the	the	DET
ajis02-3835	46	9	way	way	NOUN
ajis02-3835	46	10	one	one	PRON
ajis02-3835	46	11	wants	want	VERB
ajis02-3835	46	12	to	to	PART
ajis02-3835	46	13	be	be	AUX
ajis02-3835	46	14	treated	treat	VERB
ajis02-3835	46	15	(	(	PUNCT
ajis02-3835	46	16	teodorescu	teodorescu	NOUN
ajis02-3835	46	17	et	et	PROPN
ajis02-3835	46	18	al	al	PROPN
ajis02-3835	46	19	.	.	PROPN
ajis02-3835	46	20	,	,	PUNCT
ajis02-3835	46	21	2021	2021	NUM
ajis02-3835	46	22	)	)	PUNCT
ajis02-3835	46	23	.	.	PUNCT
ajis02-3835	47	1	an	an	DET
ajis02-3835	47	2	example	example	NOUN
ajis02-3835	47	3	of	of	ADP
ajis02-3835	47	4	unfairness	unfairness	NOUN
ajis02-3835	47	5	could	could	AUX
ajis02-3835	47	6	be	be	AUX
ajis02-3835	47	7	the	the	DET
ajis02-3835	47	8	act	act	NOUN
ajis02-3835	47	9	of	of	ADP
ajis02-3835	47	10	disqualifying	disqualify	VERB
ajis02-3835	47	11	individuals	individual	NOUN
ajis02-3835	47	12	who	who	PRON
ajis02-3835	47	13	want	want	VERB
ajis02-3835	47	14	to	to	PART
ajis02-3835	47	15	improve	improve	VERB
ajis02-3835	47	16	their	their	PRON
ajis02-3835	47	17	financial	financial	ADJ
ajis02-3835	47	18	conditions	condition	NOUN
ajis02-3835	47	19	by	by	ADP
ajis02-3835	47	20	rejecting	reject	VERB
ajis02-3835	47	21	their	their	PRON
ajis02-3835	47	22	loan	loan	NOUN
ajis02-3835	47	23	applications	application	NOUN
ajis02-3835	47	24	or	or	CCONJ
ajis02-3835	47	25	job	job	NOUN
ajis02-3835	47	26	applications	application	NOUN
ajis02-3835	47	27	based	base	VERB
ajis02-3835	47	28	on	on	ADP
ajis02-3835	47	29	their	their	PRON
ajis02-3835	47	30	gender	gender	NOUN
ajis02-3835	47	31	,	,	PUNCT
ajis02-3835	47	32	ethnicity	ethnicity	NOUN
ajis02-3835	47	33	,	,	PUNCT
ajis02-3835	47	34	or	or	CCONJ
ajis02-3835	47	35	the	the	DET
ajis02-3835	47	36	neighbourhood	neighbourhood	NOUN
ajis02-3835	47	37	they	they	PRON
ajis02-3835	47	38	live	live	VERB
ajis02-3835	47	39	in	in	ADP
ajis02-3835	47	40	(	(	PUNCT
ajis02-3835	47	41	feuerriegel	feuerriegel	NOUN
ajis02-3835	47	42	et	et	PROPN
ajis02-3835	47	43	al	al	PROPN
ajis02-3835	47	44	.	.	PROPN
ajis02-3835	47	45	,	,	PUNCT
ajis02-3835	47	46	2020	2020	NUM
ajis02-3835	47	47	)	)	PUNCT
ajis02-3835	47	48	.	.	PUNCT
ajis02-3835	48	1	while	while	SCONJ
ajis02-3835	48	2	the	the	DET
ajis02-3835	48	3	concept	concept	NOUN
ajis02-3835	48	4	of	of	ADP
ajis02-3835	48	5	fairness	fairness	NOUN
ajis02-3835	48	6	is	be	AUX
ajis02-3835	48	7	very	very	ADV
ajis02-3835	48	8	broad	broad	ADJ
ajis02-3835	48	9	,	,	PUNCT
ajis02-3835	48	10	gender	gender	NOUN
ajis02-3835	48	11	-	-	PUNCT
ajis02-3835	48	12	related	relate	VERB
ajis02-3835	48	13	fairness	fairness	NOUN
ajis02-3835	48	14	is	be	AUX
ajis02-3835	48	15	considered	consider	VERB
ajis02-3835	48	16	an	an	DET
ajis02-3835	48	17	essential	essential	ADJ
ajis02-3835	48	18	aspect	aspect	NOUN
ajis02-3835	48	19	of	of	ADP
ajis02-3835	48	20	fairness	fairness	NOUN
ajis02-3835	48	21	.	.	PUNCT
ajis02-3835	49	1	gender	gender	NOUN
ajis02-3835	49	2	bias	bias	NOUN
ajis02-3835	49	3	,	,	PUNCT
ajis02-3835	49	4	as	as	SCONJ
ajis02-3835	49	5	defined	define	VERB
ajis02-3835	49	6	by	by	ADP
ajis02-3835	49	7	masiero	masiero	NOUN
ajis02-3835	49	8	and	and	CCONJ
ajis02-3835	49	9	aaltonen	aaltonen	NOUN
ajis02-3835	49	10	(	(	PUNCT
ajis02-3835	49	11	2020	2020	NUM
ajis02-3835	49	12	,	,	PUNCT
ajis02-3835	49	13	p.1	p.1	NOUN
ajis02-3835	49	14	)	)	PUNCT
ajis02-3835	49	15	,	,	PUNCT
ajis02-3835	49	16	is	be	AUX
ajis02-3835	49	17	‘	'	PUNCT
ajis02-3835	49	18	the	the	DET
ajis02-3835	49	19	systemic	systemic	ADJ
ajis02-3835	49	20	,	,	PUNCT
ajis02-3835	49	21	unfair	unfair	ADJ
ajis02-3835	49	22	difference	difference	NOUN
ajis02-3835	49	23	in	in	ADP
ajis02-3835	49	24	a	a	DET
ajis02-3835	49	25	way	way	NOUN
ajis02-3835	49	26	men	man	NOUN
ajis02-3835	49	27	and	and	CCONJ
ajis02-3835	49	28	women	woman	NOUN
ajis02-3835	49	29	are	be	AUX
ajis02-3835	49	30	treated	treat	VERB
ajis02-3835	49	31	in	in	ADP
ajis02-3835	49	32	a	a	DET
ajis02-3835	49	33	particular	particular	ADJ
ajis02-3835	49	34	domain	domain	NOUN
ajis02-3835	49	35	’	'	PUNCT
ajis02-3835	49	36	.	.	PUNCT
ajis02-3835	50	1	the	the	DET
ajis02-3835	50	2	related	related	ADJ
ajis02-3835	50	3	literature	literature	NOUN
ajis02-3835	50	4	now	now	ADV
ajis02-3835	50	5	provides	provide	VERB
ajis02-3835	50	6	strong	strong	ADJ
ajis02-3835	50	7	evidence	evidence	NOUN
ajis02-3835	50	8	about	about	ADP
ajis02-3835	50	9	gender	gender	NOUN
ajis02-3835	50	10	bias	bias	NOUN
ajis02-3835	50	11	in	in	ADP
ajis02-3835	50	12	some	some	DET
ajis02-3835	50	13	ai	ai	NOUN
ajis02-3835	50	14	-	-	PUNCT
ajis02-3835	50	15	based	base	VERB
ajis02-3835	50	16	decision	decision	NOUN
ajis02-3835	50	17	-	-	PUNCT
ajis02-3835	50	18	making	make	VERB
ajis02-3835	50	19	systems	system	NOUN
ajis02-3835	50	20	(	(	PUNCT
ajis02-3835	50	21	agarwal	agarwal	PROPN
ajis02-3835	50	22	,	,	PUNCT
ajis02-3835	50	23	2020	2020	NUM
ajis02-3835	50	24	;	;	PUNCT
ajis02-3835	50	25	altman	altman	PROPN
ajis02-3835	50	26	et	et	PROPN
ajis02-3835	50	27	al	al	PROPN
ajis02-3835	50	28	.	.	PROPN
ajis02-3835	50	29	,	,	PUNCT
ajis02-3835	50	30	2018	2018	NUM
ajis02-3835	50	31	;	;	PUNCT
ajis02-3835	50	32	bolukbasi	bolukbasi	NOUN
ajis02-3835	50	33	et	et	PROPN
ajis02-3835	50	34	al	al	PROPN
ajis02-3835	50	35	.	.	PROPN
ajis02-3835	50	36	,	,	PUNCT
ajis02-3835	50	37	2016	2016	NUM
ajis02-3835	50	38	;	;	PUNCT
ajis02-3835	50	39	canetti	canetti	VERB
ajis02-3835	50	40	et	et	PROPN
ajis02-3835	50	41	al	al	PROPN
ajis02-3835	50	42	.	.	PROPN
ajis02-3835	50	43	,	,	PUNCT
ajis02-3835	50	44	2019	2019	NUM
ajis02-3835	50	45	;	;	PUNCT
ajis02-3835	50	46	crawford	crawford	PROPN
ajis02-3835	50	47	,	,	PUNCT
ajis02-3835	50	48	2016	2016	NUM
ajis02-3835	50	49	;	;	PUNCT
ajis02-3835	50	50	dwivedi	dwivedi	PROPN
ajis02-3835	50	51	et	et	PROPN
ajis02-3835	50	52	al	al	PROPN
ajis02-3835	50	53	.	.	PROPN
ajis02-3835	50	54	,	,	PUNCT
ajis02-3835	50	55	2019	2019	NUM
ajis02-3835	50	56	;	;	PUNCT
ajis02-3835	50	57	galleno	galleno	PROPN
ajis02-3835	50	58	et	et	PROPN
ajis02-3835	50	59	al	al	PROPN
ajis02-3835	50	60	.	.	PROPN
ajis02-3835	50	61	,	,	PUNCT
ajis02-3835	50	62	2019	2019	NUM
ajis02-3835	50	63	;	;	PUNCT
ajis02-3835	50	64	lambrecht	lambrecht	PROPN
ajis02-3835	50	65	,	,	PUNCT
ajis02-3835	50	66	&	&	CCONJ
ajis02-3835	50	67	tucker	tucker	PROPN
ajis02-3835	50	68	2019	2019	NUM
ajis02-3835	50	69	;	;	PUNCT
ajis02-3835	50	70	mehrabi	mehrabi	NOUN
ajis02-3835	50	71	et	et	PROPN
ajis02-3835	50	72	al	al	PROPN
ajis02-3835	50	73	.	.	PROPN
ajis02-3835	50	74	,	,	PUNCT
ajis02-3835	50	75	2019	2019	NUM
ajis02-3835	50	76	;	;	PUNCT
ajis02-3835	50	77	nadeem	nadeem	PROPN
ajis02-3835	50	78	et	et	PROPN
ajis02-3835	50	79	al	al	PROPN
ajis02-3835	50	80	.	.	PROPN
ajis02-3835	50	81	,	,	PUNCT
ajis02-3835	50	82	2020	2020	NUM
ajis02-3835	50	83	;	;	PUNCT
ajis02-3835	50	84	trewin	trewin	PROPN
ajis02-3835	50	85	et	et	PROPN
ajis02-3835	50	86	al	al	PROPN
ajis02-3835	50	87	.	.	PROPN
ajis02-3835	50	88	,	,	PUNCT
ajis02-3835	50	89	2019	2019	NUM
ajis02-3835	50	90	)	)	PUNCT
ajis02-3835	50	91	.	.	PUNCT
ajis02-3835	51	1	however	however	ADV
ajis02-3835	51	2	,	,	PUNCT
ajis02-3835	51	3	the	the	DET
ajis02-3835	51	4	research	research	NOUN
ajis02-3835	51	5	on	on	ADP
ajis02-3835	51	6	gender	gender	NOUN
ajis02-3835	51	7	-	-	PUNCT
ajis02-3835	51	8	related	relate	VERB
ajis02-3835	51	9	biases	bias	NOUN
ajis02-3835	51	10	in	in	ADP
ajis02-3835	51	11	ai	ai	NOUN
ajis02-3835	51	12	-	-	PUNCT
ajis02-3835	51	13	based	base	VERB
ajis02-3835	51	14	decision	decision	NOUN
ajis02-3835	51	15	–	–	PUNCT
ajis02-3835	51	16	making	make	VERB
ajis02-3835	51	17	systems	system	NOUN
ajis02-3835	51	18	in	in	ADP
ajis02-3835	51	19	is	be	AUX
ajis02-3835	51	20	is	be	AUX
ajis02-3835	51	21	still	still	ADV
ajis02-3835	51	22	emerging	emerge	VERB
ajis02-3835	51	23	(	(	PUNCT
ajis02-3835	51	24	jobin	jobin	PROPN
ajis02-3835	51	25	et	et	PROPN
ajis02-3835	51	26	al	al	PROPN
ajis02-3835	51	27	.	.	PROPN
ajis02-3835	51	28	,	,	PUNCT
ajis02-3835	51	29	2019	2019	NUM
ajis02-3835	51	30	;	;	PUNCT
ajis02-3835	51	31	marabelli	marabelli	PROPN
ajis02-3835	51	32	et	et	PROPN
ajis02-3835	51	33	al	al	PROPN
ajis02-3835	51	34	.	.	PROPN
ajis02-3835	51	35	,	,	PUNCT
ajis02-3835	51	36	2021	2021	NUM
ajis02-3835	51	37	)	)	PUNCT
ajis02-3835	51	38	there	there	PRON
ajis02-3835	51	39	are	be	VERB
ajis02-3835	51	40	still	still	ADV
ajis02-3835	51	41	research	research	NOUN
ajis02-3835	51	42	gaps	gap	NOUN
ajis02-3835	51	43	regarding	regard	VERB
ajis02-3835	51	44	our	our	PRON
ajis02-3835	51	45	understanding	understanding	NOUN
ajis02-3835	51	46	of	of	ADP
ajis02-3835	51	47	gender	gender	NOUN
ajis02-3835	51	48	bias	bias	NOUN
ajis02-3835	51	49	in	in	ADP
ajis02-3835	51	50	aibased	aibased	ADJ
ajis02-3835	51	51	decision	decision	NOUN
ajis02-3835	51	52	-	-	PUNCT
ajis02-3835	51	53	making	make	VERB
ajis02-3835	51	54	systems	system	NOUN
ajis02-3835	51	55	,	,	PUNCT
ajis02-3835	51	56	particularly	particularly	ADV
ajis02-3835	51	57	what	what	PRON
ajis02-3835	51	58	causes	cause	VERB
ajis02-3835	51	59	gender	gender	NOUN
ajis02-3835	51	60	bias	bias	NOUN
ajis02-3835	51	61	in	in	ADP
ajis02-3835	51	62	ai	ai	ADV
ajis02-3835	51	63	-	-	PUNCT
ajis02-3835	51	64	based	base	VERB
ajis02-3835	51	65	decisionmaking	decisionmake	VERB
ajis02-3835	51	66	systems	system	NOUN
ajis02-3835	51	67	,	,	PUNCT
ajis02-3835	51	68	the	the	DET
ajis02-3835	51	69	mitigation	mitigation	NOUN
ajis02-3835	51	70	of	of	ADP
ajis02-3835	51	71	this	this	DET
ajis02-3835	51	72	bias	bias	NOUN
ajis02-3835	51	73	and	and	CCONJ
ajis02-3835	51	74	possible	possible	ADJ
ajis02-3835	51	75	prevention	prevention	NOUN
ajis02-3835	51	76	(	(	PUNCT
ajis02-3835	51	77	leavy	leavy	PROPN
ajis02-3835	51	78	,	,	PUNCT
ajis02-3835	51	79	2018	2018	NUM
ajis02-3835	51	80	)	)	PUNCT
ajis02-3835	51	81	.	.	PUNCT
ajis02-3835	52	1	additionally	additionally	ADV
ajis02-3835	52	2	,	,	PUNCT
ajis02-3835	52	3	there	there	PRON
ajis02-3835	52	4	is	be	VERB
ajis02-3835	52	5	a	a	DET
ajis02-3835	52	6	significant	significant	ADJ
ajis02-3835	52	7	lack	lack	NOUN
ajis02-3835	52	8	of	of	ADP
ajis02-3835	52	9	research	research	NOUN
ajis02-3835	52	10	on	on	ADP
ajis02-3835	52	11	how	how	SCONJ
ajis02-3835	52	12	to	to	PART
ajis02-3835	52	13	manage	manage	VERB
ajis02-3835	52	14	bias	bias	NOUN
ajis02-3835	52	15	in	in	ADP
ajis02-3835	52	16	ai	ai	NOUN
ajis02-3835	52	17	-	-	PUNCT
ajis02-3835	52	18	based	base	VERB
ajis02-3835	52	19	decision	decision	NOUN
ajis02-3835	52	20	-	-	PUNCT
ajis02-3835	52	21	making	make	VERB
ajis02-3835	52	22	systems	system	NOUN
ajis02-3835	52	23	,	,	PUNCT
ajis02-3835	52	24	including	include	VERB
ajis02-3835	52	25	its	its	PRON
ajis02-3835	52	26	harmful	harmful	ADJ
ajis02-3835	52	27	implications	implication	NOUN
ajis02-3835	52	28	(	(	PUNCT
ajis02-3835	52	29	berente	berente	NOUN
ajis02-3835	52	30	et	et	PROPN
ajis02-3835	52	31	al	al	PROPN
ajis02-3835	52	32	.	.	PROPN
ajis02-3835	52	33	,	,	PUNCT
ajis02-3835	52	34	2019	2019	NUM
ajis02-3835	52	35	;	;	PUNCT
ajis02-3835	52	36	feuerriegel	feuerriegel	NOUN
ajis02-3835	52	37	et	et	PROPN
ajis02-3835	52	38	al	al	PROPN
ajis02-3835	52	39	.	.	PROPN
ajis02-3835	52	40	,	,	PUNCT
ajis02-3835	52	41	2020	2020	NUM
ajis02-3835	52	42	;	;	PUNCT
ajis02-3835	52	43	kordzadeh	kordzadeh	NOUN
ajis02-3835	52	44	,	,	PUNCT
ajis02-3835	52	45	&	&	CCONJ
ajis02-3835	52	46	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	52	47	,	,	PUNCT
ajis02-3835	52	48	2021	2021	NUM
ajis02-3835	52	49	)	)	PUNCT
ajis02-3835	52	50	.	.	PUNCT
ajis02-3835	53	1	therefore	therefore	ADV
ajis02-3835	53	2	,	,	PUNCT
ajis02-3835	53	3	approaches	approach	NOUN
ajis02-3835	53	4	to	to	PART
ajis02-3835	53	5	prevent	prevent	VERB
ajis02-3835	53	6	,	,	PUNCT
ajis02-3835	53	7	tackle	tackle	VERB
ajis02-3835	53	8	and	and	CCONJ
ajis02-3835	53	9	mitigate	mitigate	VERB
ajis02-3835	53	10	gender	gender	NOUN
ajis02-3835	53	11	bias	bias	NOUN
ajis02-3835	53	12	in	in	ADP
ajis02-3835	53	13	ai	ai	NOUN
ajis02-3835	53	14	-	-	PUNCT
ajis02-3835	53	15	based	base	VERB
ajis02-3835	53	16	decision	decision	NOUN
ajis02-3835	53	17	-	-	PUNCT
ajis02-3835	53	18	making	make	VERB
ajis02-3835	53	19	systems	system	NOUN
ajis02-3835	53	20	are	be	AUX
ajis02-3835	53	21	of	of	ADP
ajis02-3835	53	22	high	high	ADJ
ajis02-3835	53	23	priority	priority	NOUN
ajis02-3835	53	24	.	.	PUNCT
ajis02-3835	54	1	australasian	australasian	ADJ
ajis02-3835	54	2	journal	journal	NOUN
ajis02-3835	54	3	of	of	ADP
ajis02-3835	54	4	information	information	NOUN
ajis02-3835	54	5	systems	system	NOUN
ajis02-3835	54	6	nadeem	nadeem	PROPN
ajis02-3835	54	7	,	,	PUNCT
ajis02-3835	54	8	marjanovic	marjanovic	PROPN
ajis02-3835	54	9	&	&	CCONJ
ajis02-3835	54	10	abedin	abedin	PROPN
ajis02-3835	54	11	2022	2022	NUM
ajis02-3835	54	12	,	,	PUNCT
ajis02-3835	54	13	vol	vol	NOUN
ajis02-3835	54	14	26	26	NUM
ajis02-3835	54	15	,	,	PUNCT
ajis02-3835	54	16	selected	select	VERB
ajis02-3835	54	17	papers	paper	NOUN
ajis02-3835	54	18	from	from	ADP
ajis02-3835	54	19	acis	acis	PROPN
ajis02-3835	54	20	2020	2020	NUM
ajis02-3835	54	21	gender	gender	NOUN
ajis02-3835	54	22	bias	bias	NOUN
ajis02-3835	54	23	in	in	ADP
ajis02-3835	54	24	ai	ai	PROPN
ajis02-3835	54	25	4	4	NUM
ajis02-3835	54	26	3	3	NUM
ajis02-3835	54	27	methodology	methodology	NOUN
ajis02-3835	54	28	to	to	PART
ajis02-3835	54	29	achieve	achieve	VERB
ajis02-3835	54	30	the	the	DET
ajis02-3835	54	31	objectives	objective	NOUN
ajis02-3835	54	32	of	of	ADP
ajis02-3835	54	33	this	this	DET
ajis02-3835	54	34	research	research	NOUN
ajis02-3835	54	35	,	,	PUNCT
ajis02-3835	54	36	we	we	PRON
ajis02-3835	54	37	conducted	conduct	VERB
ajis02-3835	54	38	a	a	DET
ajis02-3835	54	39	systematic	systematic	ADJ
ajis02-3835	54	40	literature	literature	NOUN
ajis02-3835	54	41	review	review	NOUN
ajis02-3835	54	42	(	(	PUNCT
ajis02-3835	54	43	slr	slr	NOUN
ajis02-3835	54	44	)	)	PUNCT
ajis02-3835	54	45	of	of	ADP
ajis02-3835	54	46	the	the	DET
ajis02-3835	54	47	related	related	ADJ
ajis02-3835	54	48	literature	literature	NOUN
ajis02-3835	54	49	in	in	ADP
ajis02-3835	54	50	is	be	AUX
ajis02-3835	54	51	and	and	CCONJ
ajis02-3835	54	52	beyond	beyond	ADP
ajis02-3835	54	53	.	.	PUNCT
ajis02-3835	55	1	this	this	PRON
ajis02-3835	55	2	is	be	AUX
ajis02-3835	55	3	an	an	DET
ajis02-3835	55	4	appropriate	appropriate	ADJ
ajis02-3835	55	5	research	research	NOUN
ajis02-3835	55	6	method	method	NOUN
ajis02-3835	55	7	as	as	SCONJ
ajis02-3835	55	8	the	the	DET
ajis02-3835	55	9	research	research	NOUN
ajis02-3835	55	10	phenomenon	phenomenon	NOUN
ajis02-3835	55	11	is	be	AUX
ajis02-3835	55	12	still	still	ADV
ajis02-3835	55	13	emerging	emerge	VERB
ajis02-3835	55	14	and	and	CCONJ
ajis02-3835	55	15	a	a	DET
ajis02-3835	55	16	slr	slr	NOUN
ajis02-3835	55	17	can	can	AUX
ajis02-3835	55	18	be	be	AUX
ajis02-3835	55	19	used	use	VERB
ajis02-3835	55	20	to	to	ADP
ajis02-3835	55	21	it	it	PRON
ajis02-3835	55	22	systematically	systematically	ADV
ajis02-3835	55	23	summarise	summarise	VERB
ajis02-3835	55	24	and	and	CCONJ
ajis02-3835	55	25	investigate	investigate	VERB
ajis02-3835	55	26	previous	previous	ADJ
ajis02-3835	55	27	findings	finding	NOUN
ajis02-3835	55	28	(	(	PUNCT
ajis02-3835	55	29	cao	cao	PROPN
ajis02-3835	55	30	et	et	PROPN
ajis02-3835	55	31	al	al	PROPN
ajis02-3835	55	32	.	.	PROPN
ajis02-3835	55	33	,	,	PUNCT
ajis02-3835	55	34	2015	2015	NUM
ajis02-3835	55	35	;	;	PUNCT
ajis02-3835	55	36	webster	webster	PROPN
ajis02-3835	55	37	&	&	CCONJ
ajis02-3835	55	38	watson	watson	PROPN
ajis02-3835	55	39	,	,	PUNCT
ajis02-3835	55	40	2002	2002	NUM
ajis02-3835	55	41	)	)	PUNCT
ajis02-3835	55	42	.	.	PUNCT
ajis02-3835	56	1	the	the	DET
ajis02-3835	56	2	outcomes	outcome	NOUN
ajis02-3835	56	3	of	of	ADP
ajis02-3835	56	4	a	a	DET
ajis02-3835	56	5	slr	slr	NOUN
ajis02-3835	56	6	can	can	AUX
ajis02-3835	56	7	further	far	ADV
ajis02-3835	56	8	be	be	AUX
ajis02-3835	56	9	used	use	VERB
ajis02-3835	56	10	as	as	ADP
ajis02-3835	56	11	a	a	DET
ajis02-3835	56	12	valued	value	VERB
ajis02-3835	56	13	reference	reference	NOUN
ajis02-3835	56	14	for	for	ADP
ajis02-3835	56	15	future	future	ADJ
ajis02-3835	56	16	research	research	NOUN
ajis02-3835	56	17	(	(	PUNCT
ajis02-3835	56	18	kitchenham	kitchenham	INTJ
ajis02-3835	56	19	et	et	PROPN
ajis02-3835	56	20	al	al	PROPN
ajis02-3835	56	21	.	.	PROPN
ajis02-3835	56	22	,	,	PUNCT
ajis02-3835	56	23	2011	2011	NUM
ajis02-3835	56	24	;	;	PUNCT
ajis02-3835	56	25	petersen	petersen	PROPN
ajis02-3835	56	26	et	et	PROPN
ajis02-3835	56	27	al	al	PROPN
ajis02-3835	56	28	.	.	PROPN
ajis02-3835	56	29	,	,	PUNCT
ajis02-3835	56	30	2015	2015	NUM
ajis02-3835	56	31	,	,	PUNCT
ajis02-3835	56	32	pare	pare	PROPN
ajis02-3835	56	33	`	`	PUNCT
ajis02-3835	56	34	et	et	PROPN
ajis02-3835	56	35	al	al	PROPN
ajis02-3835	56	36	.	.	PROPN
ajis02-3835	56	37	,	,	PUNCT
ajis02-3835	56	38	2015	2015	NUM
ajis02-3835	56	39	)	)	PUNCT
ajis02-3835	56	40	.	.	PUNCT
ajis02-3835	57	1	as	as	SCONJ
ajis02-3835	57	2	borges	borge	NOUN
ajis02-3835	57	3	et	et	NOUN
ajis02-3835	57	4	al	al	PROPN
ajis02-3835	57	5	.	.	PROPN
ajis02-3835	57	6	(	(	PUNCT
ajis02-3835	57	7	2021	2021	NUM
ajis02-3835	57	8	)	)	PUNCT
ajis02-3835	57	9	observe	observe	VERB
ajis02-3835	57	10	,	,	PUNCT
ajis02-3835	57	11	the	the	DET
ajis02-3835	57	12	analysis	analysis	NOUN
ajis02-3835	57	13	of	of	ADP
ajis02-3835	57	14	articles	article	NOUN
ajis02-3835	57	15	selected	select	VERB
ajis02-3835	57	16	through	through	ADP
ajis02-3835	57	17	slr	slr	NOUN
ajis02-3835	57	18	yields	yield	NOUN
ajis02-3835	57	19	a	a	DET
ajis02-3835	57	20	rich	rich	ADJ
ajis02-3835	57	21	picture	picture	NOUN
ajis02-3835	57	22	of	of	ADP
ajis02-3835	57	23	various	various	ADJ
ajis02-3835	57	24	characteristics	characteristic	NOUN
ajis02-3835	57	25	.	.	PUNCT
ajis02-3835	58	1	also	also	ADV
ajis02-3835	58	2	,	,	PUNCT
ajis02-3835	58	3	systematic	systematic	ADJ
ajis02-3835	58	4	reviews	review	NOUN
ajis02-3835	58	5	allow	allow	VERB
ajis02-3835	58	6	researchers	researcher	NOUN
ajis02-3835	58	7	to	to	PART
ajis02-3835	58	8	examine	examine	VERB
ajis02-3835	58	9	the	the	DET
ajis02-3835	58	10	scope	scope	NOUN
ajis02-3835	58	11	and	and	CCONJ
ajis02-3835	58	12	range	range	NOUN
ajis02-3835	58	13	of	of	ADP
ajis02-3835	58	14	research	research	NOUN
ajis02-3835	58	15	activities	activity	NOUN
ajis02-3835	58	16	in	in	ADP
ajis02-3835	58	17	a	a	DET
ajis02-3835	58	18	given	give	VERB
ajis02-3835	58	19	domain	domain	NOUN
ajis02-3835	58	20	by	by	ADP
ajis02-3835	58	21	focusing	focus	VERB
ajis02-3835	58	22	on	on	ADP
ajis02-3835	58	23	the	the	DET
ajis02-3835	58	24	breadth	breadth	NOUN
ajis02-3835	58	25	of	of	ADP
ajis02-3835	58	26	the	the	DET
ajis02-3835	58	27	literature	literature	NOUN
ajis02-3835	58	28	covered	cover	VERB
ajis02-3835	58	29	(	(	PUNCT
ajis02-3835	58	30	pare	pare	NOUN
ajis02-3835	58	31	`	`	PUNCT
ajis02-3835	58	32	et	et	PROPN
ajis02-3835	58	33	al	al	PROPN
ajis02-3835	58	34	.	.	PROPN
ajis02-3835	58	35	,	,	PUNCT
ajis02-3835	58	36	2015	2015	NUM
ajis02-3835	58	37	)	)	PUNCT
ajis02-3835	58	38	.	.	PUNCT
ajis02-3835	59	1	our	our	PRON
ajis02-3835	59	2	study	study	NOUN
ajis02-3835	59	3	adopts	adopt	VERB
ajis02-3835	59	4	the	the	DET
ajis02-3835	59	5	slr	slr	NOUN
ajis02-3835	59	6	approach	approach	NOUN
ajis02-3835	59	7	introduced	introduce	VERB
ajis02-3835	59	8	by	by	ADP
ajis02-3835	59	9	bandara	bandara	PROPN
ajis02-3835	59	10	et	et	PROPN
ajis02-3835	59	11	al	al	PROPN
ajis02-3835	59	12	.	.	PROPN
ajis02-3835	60	1	(	(	PUNCT
ajis02-3835	60	2	2011	2011	NUM
ajis02-3835	60	3	)	)	PUNCT
ajis02-3835	60	4	and	and	CCONJ
ajis02-3835	60	5	wolfswinkel	wolfswinkel	ADP
ajis02-3835	60	6	et	et	PROPN
ajis02-3835	60	7	al	al	PROPN
ajis02-3835	60	8	.	.	PROPN
ajis02-3835	61	1	(	(	PUNCT
ajis02-3835	61	2	2013	2013	NUM
ajis02-3835	61	3	)	)	PUNCT
ajis02-3835	61	4	.	.	PUNCT
ajis02-3835	62	1	the	the	DET
ajis02-3835	62	2	approach	approach	NOUN
ajis02-3835	62	3	enables	enable	VERB
ajis02-3835	62	4	researchers	researcher	NOUN
ajis02-3835	62	5	to	to	PART
ajis02-3835	62	6	conduct	conduct	VERB
ajis02-3835	62	7	a	a	DET
ajis02-3835	62	8	conceptualised	conceptualise	VERB
ajis02-3835	62	9	analysis	analysis	NOUN
ajis02-3835	62	10	of	of	ADP
ajis02-3835	62	11	the	the	DET
ajis02-3835	62	12	literature	literature	NOUN
ajis02-3835	62	13	and	and	CCONJ
ajis02-3835	62	14	identify	identify	VERB
ajis02-3835	62	15	the	the	DET
ajis02-3835	62	16	key	key	ADJ
ajis02-3835	62	17	themes	theme	NOUN
ajis02-3835	62	18	(	(	PUNCT
ajis02-3835	62	19	wolfswinkel	wolfswinkel	ADP
ajis02-3835	62	20	et	et	PROPN
ajis02-3835	62	21	al	al	PROPN
ajis02-3835	62	22	.	.	PROPN
ajis02-3835	62	23	,	,	PUNCT
ajis02-3835	62	24	2013	2013	NUM
ajis02-3835	62	25	)	)	PUNCT
ajis02-3835	62	26	.	.	PUNCT
ajis02-3835	63	1	the	the	DET
ajis02-3835	63	2	process	process	NOUN
ajis02-3835	63	3	of	of	ADP
ajis02-3835	63	4	selection	selection	NOUN
ajis02-3835	63	5	and	and	CCONJ
ajis02-3835	63	6	identification	identification	NOUN
ajis02-3835	63	7	of	of	ADP
ajis02-3835	63	8	relevant	relevant	ADJ
ajis02-3835	63	9	articles	article	NOUN
ajis02-3835	63	10	was	be	AUX
ajis02-3835	63	11	carried	carry	VERB
ajis02-3835	63	12	out	out	ADP
ajis02-3835	63	13	using	use	VERB
ajis02-3835	63	14	a	a	DET
ajis02-3835	63	15	rigorous	rigorous	ADJ
ajis02-3835	63	16	method	method	NOUN
ajis02-3835	63	17	,	,	PUNCT
ajis02-3835	63	18	as	as	SCONJ
ajis02-3835	63	19	shown	show	VERB
ajis02-3835	63	20	in	in	ADP
ajis02-3835	63	21	figure	figure	NOUN
ajis02-3835	63	22	1	1	NUM
ajis02-3835	63	23	.	.	PUNCT
ajis02-3835	63	24	figure	figure	NOUN
ajis02-3835	63	25	1	1	NUM
ajis02-3835	63	26	.	.	PUNCT
ajis02-3835	63	27	selection	selection	NOUN
ajis02-3835	63	28	of	of	ADP
ajis02-3835	63	29	articles	article	NOUN
ajis02-3835	63	30	3.1	3.1	NUM
ajis02-3835	63	31	search	search	NOUN
ajis02-3835	63	32	criteria	criterion	NOUN
ajis02-3835	63	33	for	for	ADP
ajis02-3835	63	34	this	this	DET
ajis02-3835	63	35	study	study	NOUN
ajis02-3835	63	36	,	,	PUNCT
ajis02-3835	63	37	we	we	PRON
ajis02-3835	63	38	used	use	VERB
ajis02-3835	63	39	scopus	scopus	NOUN
ajis02-3835	63	40	,	,	PUNCT
ajis02-3835	63	41	which	which	PRON
ajis02-3835	63	42	is	be	AUX
ajis02-3835	63	43	one	one	NUM
ajis02-3835	63	44	of	of	ADP
ajis02-3835	63	45	the	the	DET
ajis02-3835	63	46	largest	large	ADJ
ajis02-3835	63	47	databases	database	NOUN
ajis02-3835	63	48	for	for	ADP
ajis02-3835	63	49	journals	journal	NOUN
ajis02-3835	63	50	and	and	CCONJ
ajis02-3835	63	51	books	book	NOUN
ajis02-3835	63	52	(	(	PUNCT
ajis02-3835	63	53	collins	collin	NOUN
ajis02-3835	63	54	et	et	PROPN
ajis02-3835	63	55	al	al	PROPN
ajis02-3835	63	56	.	.	PROPN
ajis02-3835	63	57	,	,	PUNCT
ajis02-3835	63	58	2021	2021	NUM
ajis02-3835	63	59	)	)	PUNCT
ajis02-3835	63	60	,	,	PUNCT
ajis02-3835	63	61	and	and	CCONJ
ajis02-3835	63	62	which	which	PRON
ajis02-3835	63	63	has	have	AUX
ajis02-3835	63	64	also	also	ADV
ajis02-3835	63	65	been	be	AUX
ajis02-3835	63	66	used	use	VERB
ajis02-3835	63	67	by	by	ADP
ajis02-3835	63	68	numerous	numerous	ADJ
ajis02-3835	63	69	ai	ai	NOUN
ajis02-3835	63	70	researchers	researcher	NOUN
ajis02-3835	63	71	(	(	PUNCT
ajis02-3835	63	72	borges	borge	NOUN
ajis02-3835	63	73	et	et	PROPN
ajis02-3835	63	74	al	al	PROPN
ajis02-3835	63	75	.	.	PROPN
ajis02-3835	63	76	,	,	PUNCT
ajis02-3835	63	77	2021	2021	NUM
ajis02-3835	63	78	)	)	PUNCT
ajis02-3835	63	79	.	.	PUNCT
ajis02-3835	64	1	australasian	australasian	ADJ
ajis02-3835	64	2	journal	journal	NOUN
ajis02-3835	64	3	of	of	ADP
ajis02-3835	64	4	information	information	NOUN
ajis02-3835	64	5	systems	system	NOUN
ajis02-3835	64	6	nadeem	nadeem	PROPN
ajis02-3835	64	7	,	,	PUNCT
ajis02-3835	64	8	marjanovic	marjanovic	PROPN
ajis02-3835	64	9	&	&	CCONJ
ajis02-3835	64	10	abedin	abedin	PROPN
ajis02-3835	64	11	2022	2022	NUM
ajis02-3835	64	12	,	,	PUNCT
ajis02-3835	64	13	vol	vol	NOUN
ajis02-3835	64	14	26	26	NUM
ajis02-3835	64	15	,	,	PUNCT
ajis02-3835	64	16	selected	select	VERB
ajis02-3835	64	17	papers	paper	NOUN
ajis02-3835	64	18	from	from	ADP
ajis02-3835	64	19	acis	acis	PROPN
ajis02-3835	64	20	2020	2020	NUM
ajis02-3835	64	21	gender	gender	NOUN
ajis02-3835	64	22	bias	bias	NOUN
ajis02-3835	64	23	in	in	ADP
ajis02-3835	64	24	ai	ai	PROPN
ajis02-3835	64	25	5	5	NUM
ajis02-3835	64	26	the	the	DET
ajis02-3835	64	27	first	first	ADJ
ajis02-3835	64	28	step	step	NOUN
ajis02-3835	64	29	of	of	ADP
ajis02-3835	64	30	our	our	PRON
ajis02-3835	64	31	slr	slr	NOUN
ajis02-3835	64	32	included	include	VERB
ajis02-3835	64	33	a	a	DET
ajis02-3835	64	34	thorough	thorough	ADJ
ajis02-3835	64	35	investigation	investigation	NOUN
ajis02-3835	64	36	of	of	ADP
ajis02-3835	64	37	the	the	DET
ajis02-3835	64	38	appropriate	appropriate	ADJ
ajis02-3835	64	39	keywords	keyword	NOUN
ajis02-3835	64	40	’	'	PUNCT
ajis02-3835	64	41	selection	selection	NOUN
ajis02-3835	64	42	.	.	PUNCT
ajis02-3835	65	1	we	we	PRON
ajis02-3835	65	2	initially	initially	ADV
ajis02-3835	65	3	performed	perform	VERB
ajis02-3835	65	4	a	a	DET
ajis02-3835	65	5	generic	generic	ADJ
ajis02-3835	65	6	and	and	CCONJ
ajis02-3835	65	7	multidisciplinary	multidisciplinary	ADJ
ajis02-3835	65	8	literature	literature	NOUN
ajis02-3835	65	9	review	review	PROPN
ajis02-3835	65	10	(	(	PUNCT
ajis02-3835	65	11	nadeem	nadeem	PROPN
ajis02-3835	65	12	et	et	PROPN
ajis02-3835	65	13	al	al	PROPN
ajis02-3835	65	14	.	.	PROPN
ajis02-3835	65	15	,	,	PUNCT
ajis02-3835	65	16	2020	2020	NUM
ajis02-3835	65	17	)	)	PUNCT
ajis02-3835	65	18	for	for	ADP
ajis02-3835	65	19	an	an	DET
ajis02-3835	65	20	iterative	iterative	NOUN
ajis02-3835	65	21	process	process	NOUN
ajis02-3835	65	22	of	of	ADP
ajis02-3835	65	23	refining	refining	NOUN
ajis02-3835	65	24	and	and	CCONJ
ajis02-3835	65	25	selecting	selecting	NOUN
ajis02-3835	65	26	identified	identify	VERB
ajis02-3835	65	27	relevant	relevant	ADJ
ajis02-3835	65	28	keywords	keyword	NOUN
ajis02-3835	65	29	.	.	PUNCT
ajis02-3835	66	1	the	the	DET
ajis02-3835	66	2	keywords	keyword	NOUN
ajis02-3835	66	3	were	be	AUX
ajis02-3835	66	4	then	then	ADV
ajis02-3835	66	5	further	far	ADV
ajis02-3835	66	6	reviewed	review	VERB
ajis02-3835	66	7	and	and	CCONJ
ajis02-3835	66	8	selected	select	VERB
ajis02-3835	66	9	based	base	VERB
ajis02-3835	66	10	on	on	ADP
ajis02-3835	66	11	the	the	DET
ajis02-3835	66	12	scope	scope	NOUN
ajis02-3835	66	13	of	of	ADP
ajis02-3835	66	14	this	this	DET
ajis02-3835	66	15	study	study	NOUN
ajis02-3835	66	16	.	.	PUNCT
ajis02-3835	67	1	subsequently	subsequently	ADV
ajis02-3835	67	2	,	,	PUNCT
ajis02-3835	67	3	we	we	PRON
ajis02-3835	67	4	conducted	conduct	VERB
ajis02-3835	67	5	a	a	DET
ajis02-3835	67	6	keyword	keyword	NOUN
ajis02-3835	67	7	search	search	NOUN
ajis02-3835	67	8	for	for	ADP
ajis02-3835	67	9	the	the	DET
ajis02-3835	67	10	period	period	NOUN
ajis02-3835	67	11	from	from	ADP
ajis02-3835	67	12	2010	2010	NUM
ajis02-3835	67	13	to	to	ADP
ajis02-3835	67	14	2020	2020	NUM
ajis02-3835	67	15	to	to	PART
ajis02-3835	67	16	capture	capture	VERB
ajis02-3835	67	17	published	publish	VERB
ajis02-3835	67	18	research	research	NOUN
ajis02-3835	67	19	on	on	ADP
ajis02-3835	67	20	gender	gender	NOUN
ajis02-3835	67	21	bias	bias	NOUN
ajis02-3835	67	22	in	in	ADP
ajis02-3835	67	23	ai	ai	NOUN
ajis02-3835	67	24	-	-	PUNCT
ajis02-3835	67	25	based	base	VERB
ajis02-3835	67	26	decision	decision	NOUN
ajis02-3835	67	27	-	-	PUNCT
ajis02-3835	67	28	making	make	VERB
ajis02-3835	67	29	systems	system	NOUN
ajis02-3835	67	30	.	.	PUNCT
ajis02-3835	68	1	the	the	DET
ajis02-3835	68	2	time	time	NOUN
ajis02-3835	68	3	frame	frame	NOUN
ajis02-3835	68	4	of	of	ADP
ajis02-3835	68	5	10	10	NUM
ajis02-3835	68	6	years	year	NOUN
ajis02-3835	68	7	includes	include	VERB
ajis02-3835	68	8	all	all	DET
ajis02-3835	68	9	relevant	relevant	ADJ
ajis02-3835	68	10	studies	study	NOUN
ajis02-3835	68	11	in	in	ADP
ajis02-3835	68	12	high	high	ADJ
ajis02-3835	68	13	-	-	PUNCT
ajis02-3835	68	14	quality	quality	NOUN
ajis02-3835	68	15	journals	journal	NOUN
ajis02-3835	68	16	is	be	AUX
ajis02-3835	68	17	considered	consider	VERB
ajis02-3835	68	18	a	a	DET
ajis02-3835	68	19	reasonable	reasonable	ADJ
ajis02-3835	68	20	and	and	CCONJ
ajis02-3835	68	21	recommended	recommend	VERB
ajis02-3835	68	22	time	time	NOUN
ajis02-3835	68	23	frame	frame	NOUN
ajis02-3835	68	24	(	(	PUNCT
ajis02-3835	68	25	borges	borge	NOUN
ajis02-3835	68	26	et	et	NOUN
ajis02-3835	68	27	al	al	PROPN
ajis02-3835	68	28	.	.	PROPN
ajis02-3835	68	29	,	,	PUNCT
ajis02-3835	68	30	2021	2021	NUM
ajis02-3835	68	31	)	)	PUNCT
ajis02-3835	68	32	.	.	PUNCT
ajis02-3835	69	1	we	we	PRON
ajis02-3835	69	2	selected	select	VERB
ajis02-3835	69	3	computer	computer	NOUN
ajis02-3835	69	4	science	science	NOUN
ajis02-3835	69	5	and	and	CCONJ
ajis02-3835	69	6	business	business	NOUN
ajis02-3835	69	7	management	management	NOUN
ajis02-3835	69	8	(	(	PUNCT
ajis02-3835	69	9	including	include	VERB
ajis02-3835	69	10	is	be	AUX
ajis02-3835	69	11	)	)	PUNCT
ajis02-3835	69	12	as	as	ADP
ajis02-3835	69	13	the	the	DET
ajis02-3835	69	14	subject	subject	NOUN
ajis02-3835	69	15	areas	area	NOUN
ajis02-3835	69	16	.	.	PUNCT
ajis02-3835	70	1	we	we	PRON
ajis02-3835	70	2	also	also	ADV
ajis02-3835	70	3	included	include	VERB
ajis02-3835	70	4	social	social	ADJ
ajis02-3835	70	5	sciences	science	NOUN
ajis02-3835	70	6	and	and	CCONJ
ajis02-3835	70	7	psychology	psychology	NOUN
ajis02-3835	70	8	to	to	PART
ajis02-3835	70	9	cover	cover	VERB
ajis02-3835	70	10	the	the	DET
ajis02-3835	70	11	social	social	ADJ
ajis02-3835	70	12	and	and	CCONJ
ajis02-3835	70	13	behavioural	behavioural	ADJ
ajis02-3835	70	14	aspects	aspect	NOUN
ajis02-3835	70	15	of	of	ADP
ajis02-3835	70	16	gender	gender	NOUN
ajis02-3835	70	17	bias	bias	NOUN
ajis02-3835	70	18	.	.	PUNCT
ajis02-3835	71	1	3.2	3.2	NUM
ajis02-3835	71	2	selection	selection	NOUN
ajis02-3835	71	3	of	of	ADP
ajis02-3835	71	4	the	the	DET
ajis02-3835	71	5	articles	article	NOUN
ajis02-3835	71	6	the	the	DET
ajis02-3835	71	7	identification	identification	NOUN
ajis02-3835	71	8	of	of	ADP
ajis02-3835	71	9	articles	article	NOUN
ajis02-3835	71	10	in	in	ADP
ajis02-3835	71	11	scopus	scopus	PROPN
ajis02-3835	71	12	started	start	VERB
ajis02-3835	71	13	after	after	ADP
ajis02-3835	71	14	the	the	DET
ajis02-3835	71	15	selection	selection	NOUN
ajis02-3835	71	16	of	of	ADP
ajis02-3835	71	17	the	the	DET
ajis02-3835	71	18	keywords	keyword	NOUN
ajis02-3835	71	19	,	,	PUNCT
ajis02-3835	71	20	i.e.	i.e.	X
ajis02-3835	71	21	,	,	PUNCT
ajis02-3835	71	22	artificial	artificial	ADJ
ajis02-3835	71	23	intelligence	intelligence	NOUN
ajis02-3835	71	24	,	,	PUNCT
ajis02-3835	71	25	machine	machine	NOUN
ajis02-3835	71	26	learning	learning	NOUN
ajis02-3835	71	27	,	,	PUNCT
ajis02-3835	71	28	analytics	analytic	NOUN
ajis02-3835	71	29	,	,	PUNCT
ajis02-3835	71	30	gender	gender	NOUN
ajis02-3835	71	31	,	,	PUNCT
ajis02-3835	71	32	fairness	fairness	NOUN
ajis02-3835	71	33	.	.	PUNCT
ajis02-3835	72	1	a	a	DET
ajis02-3835	72	2	total	total	NOUN
ajis02-3835	72	3	of	of	ADP
ajis02-3835	72	4	6,024	6,024	NUM
ajis02-3835	72	5	articles	article	NOUN
ajis02-3835	72	6	were	be	AUX
ajis02-3835	72	7	captured	capture	VERB
ajis02-3835	72	8	through	through	ADP
ajis02-3835	72	9	the	the	DET
ajis02-3835	72	10	selected	select	VERB
ajis02-3835	72	11	keywords	keyword	NOUN
ajis02-3835	72	12	.	.	PUNCT
ajis02-3835	73	1	to	to	PART
ajis02-3835	73	2	further	far	ADV
ajis02-3835	73	3	filter	filter	VERB
ajis02-3835	73	4	the	the	DET
ajis02-3835	73	5	relevant	relevant	ADJ
ajis02-3835	73	6	articles	article	NOUN
ajis02-3835	73	7	,	,	PUNCT
ajis02-3835	73	8	we	we	PRON
ajis02-3835	73	9	applied	apply	VERB
ajis02-3835	73	10	inclusion	inclusion	NOUN
ajis02-3835	73	11	criteria	criterion	NOUN
ajis02-3835	73	12	and	and	CCONJ
ajis02-3835	73	13	source	source	NOUN
ajis02-3835	73	14	type	type	NOUN
ajis02-3835	73	15	(	(	PUNCT
ajis02-3835	73	16	see	see	VERB
ajis02-3835	73	17	figure	figure	NOUN
ajis02-3835	73	18	1	1	NUM
ajis02-3835	73	19	)	)	PUNCT
ajis02-3835	73	20	.	.	PUNCT
ajis02-3835	74	1	this	this	PRON
ajis02-3835	74	2	was	be	AUX
ajis02-3835	74	3	followed	follow	VERB
ajis02-3835	74	4	by	by	ADP
ajis02-3835	74	5	exclusion	exclusion	NOUN
ajis02-3835	74	6	criteria	criterion	NOUN
ajis02-3835	74	7	and	and	CCONJ
ajis02-3835	74	8	time	time	NOUN
ajis02-3835	74	9	frame	frame	NOUN
ajis02-3835	74	10	;	;	PUNCT
ajis02-3835	74	11	articles	article	NOUN
ajis02-3835	74	12	that	that	PRON
ajis02-3835	74	13	were	be	AUX
ajis02-3835	74	14	outside	outside	ADP
ajis02-3835	74	15	the	the	DET
ajis02-3835	74	16	time	time	NOUN
ajis02-3835	74	17	frame	frame	NOUN
ajis02-3835	74	18	(	(	PUNCT
ajis02-3835	74	19	i.e.	i.e.	X
ajis02-3835	74	20	,	,	PUNCT
ajis02-3835	74	21	2010	2010	NUM
ajis02-3835	74	22	–	–	PUNCT
ajis02-3835	74	23	2020	2020	NUM
ajis02-3835	74	24	)	)	PUNCT
ajis02-3835	74	25	and	and	CCONJ
ajis02-3835	74	26	that	that	PRON
ajis02-3835	74	27	were	be	AUX
ajis02-3835	74	28	not	not	PART
ajis02-3835	74	29	written	write	VERB
ajis02-3835	74	30	in	in	ADP
ajis02-3835	74	31	english	english	PROPN
ajis02-3835	74	32	were	be	AUX
ajis02-3835	74	33	excluded	exclude	VERB
ajis02-3835	74	34	from	from	ADP
ajis02-3835	74	35	the	the	DET
ajis02-3835	74	36	final	final	ADJ
ajis02-3835	74	37	set	set	NOUN
ajis02-3835	74	38	of	of	ADP
ajis02-3835	74	39	articles	article	NOUN
ajis02-3835	74	40	.	.	PUNCT
ajis02-3835	75	1	then	then	ADV
ajis02-3835	75	2	,	,	PUNCT
ajis02-3835	75	3	we	we	PRON
ajis02-3835	75	4	started	start	VERB
ajis02-3835	75	5	by	by	ADP
ajis02-3835	75	6	reading	read	VERB
ajis02-3835	75	7	the	the	DET
ajis02-3835	75	8	titles	title	NOUN
ajis02-3835	75	9	and	and	CCONJ
ajis02-3835	75	10	abstracts	abstract	NOUN
ajis02-3835	75	11	of	of	ADP
ajis02-3835	75	12	the	the	DET
ajis02-3835	75	13	identified	identify	VERB
ajis02-3835	75	14	articles	article	NOUN
ajis02-3835	75	15	.	.	PUNCT
ajis02-3835	76	1	after	after	ADP
ajis02-3835	76	2	selecting	select	VERB
ajis02-3835	76	3	the	the	DET
ajis02-3835	76	4	articles	article	NOUN
ajis02-3835	76	5	on	on	ADP
ajis02-3835	76	6	the	the	DET
ajis02-3835	76	7	basis	basis	NOUN
ajis02-3835	76	8	of	of	ADP
ajis02-3835	76	9	their	their	PRON
ajis02-3835	76	10	titles	title	NOUN
ajis02-3835	76	11	and	and	CCONJ
ajis02-3835	76	12	abstracts	abstract	NOUN
ajis02-3835	76	13	,	,	PUNCT
ajis02-3835	76	14	we	we	PRON
ajis02-3835	76	15	thoroughly	thoroughly	ADV
ajis02-3835	76	16	read	read	VERB
ajis02-3835	76	17	the	the	DET
ajis02-3835	76	18	full	full	ADJ
ajis02-3835	76	19	text	text	NOUN
ajis02-3835	76	20	of	of	ADP
ajis02-3835	76	21	the	the	DET
ajis02-3835	76	22	articles	article	NOUN
ajis02-3835	76	23	.	.	PUNCT
ajis02-3835	77	1	in	in	ADP
ajis02-3835	77	2	this	this	DET
ajis02-3835	77	3	step	step	NOUN
ajis02-3835	77	4	,	,	PUNCT
ajis02-3835	77	5	we	we	PRON
ajis02-3835	77	6	considered	consider	VERB
ajis02-3835	77	7	only	only	ADV
ajis02-3835	77	8	those	those	DET
ajis02-3835	77	9	articles	article	NOUN
ajis02-3835	77	10	that	that	PRON
ajis02-3835	77	11	were	be	AUX
ajis02-3835	77	12	directly	directly	ADV
ajis02-3835	77	13	dealing	deal	VERB
ajis02-3835	77	14	with	with	ADP
ajis02-3835	77	15	gender	gender	NOUN
ajis02-3835	77	16	bias	bias	NOUN
ajis02-3835	77	17	in	in	ADP
ajis02-3835	77	18	ai	ai	NOUN
ajis02-3835	77	19	-	-	PUNCT
ajis02-3835	77	20	based	base	VERB
ajis02-3835	77	21	decision	decision	NOUN
ajis02-3835	77	22	-	-	PUNCT
ajis02-3835	77	23	making	make	VERB
ajis02-3835	77	24	systems	system	NOUN
ajis02-3835	77	25	.	.	PUNCT
ajis02-3835	78	1	hence	hence	ADV
ajis02-3835	78	2	,	,	PUNCT
ajis02-3835	78	3	we	we	PRON
ajis02-3835	78	4	excluded	exclude	VERB
ajis02-3835	78	5	all	all	DET
ajis02-3835	78	6	papers	paper	NOUN
ajis02-3835	78	7	that	that	PRON
ajis02-3835	78	8	were	be	AUX
ajis02-3835	78	9	outside	outside	ADP
ajis02-3835	78	10	the	the	DET
ajis02-3835	78	11	scope	scope	NOUN
ajis02-3835	78	12	of	of	ADP
ajis02-3835	78	13	this	this	DET
ajis02-3835	78	14	research	research	NOUN
ajis02-3835	78	15	,	,	PUNCT
ajis02-3835	78	16	and	and	CCONJ
ajis02-3835	78	17	ultimately	ultimately	ADV
ajis02-3835	78	18	31	31	NUM
ajis02-3835	78	19	papers	paper	NOUN
ajis02-3835	78	20	were	be	AUX
ajis02-3835	78	21	selected	select	VERB
ajis02-3835	78	22	that	that	PRON
ajis02-3835	78	23	were	be	AUX
ajis02-3835	78	24	relevant	relevant	ADJ
ajis02-3835	78	25	to	to	ADP
ajis02-3835	78	26	our	our	PRON
ajis02-3835	78	27	research	research	NOUN
ajis02-3835	78	28	scope	scope	NOUN
ajis02-3835	78	29	.	.	PUNCT
ajis02-3835	79	1	3.3	3.3	NUM
ajis02-3835	79	2	analysis	analysis	NOUN
ajis02-3835	79	3	of	of	ADP
ajis02-3835	79	4	the	the	DET
ajis02-3835	79	5	selected	select	VERB
ajis02-3835	79	6	articles	article	NOUN
ajis02-3835	79	7	the	the	DET
ajis02-3835	79	8	analysis	analysis	NOUN
ajis02-3835	79	9	of	of	ADP
ajis02-3835	79	10	the	the	DET
ajis02-3835	79	11	final	final	ADJ
ajis02-3835	79	12	set	set	NOUN
ajis02-3835	79	13	of	of	ADP
ajis02-3835	79	14	31	31	NUM
ajis02-3835	79	15	papers	paper	NOUN
ajis02-3835	79	16	was	be	AUX
ajis02-3835	79	17	carried	carry	VERB
ajis02-3835	79	18	out	out	ADP
ajis02-3835	79	19	by	by	ADP
ajis02-3835	79	20	in	in	ADP
ajis02-3835	79	21	-	-	PUNCT
ajis02-3835	79	22	depth	depth	NOUN
ajis02-3835	79	23	reading	reading	NOUN
ajis02-3835	79	24	of	of	ADP
ajis02-3835	79	25	the	the	DET
ajis02-3835	79	26	articles	article	NOUN
ajis02-3835	79	27	.	.	PUNCT
ajis02-3835	80	1	the	the	DET
ajis02-3835	80	2	relevant	relevant	ADJ
ajis02-3835	80	3	concepts	concept	NOUN
ajis02-3835	80	4	and	and	CCONJ
ajis02-3835	80	5	themes	theme	NOUN
ajis02-3835	80	6	were	be	AUX
ajis02-3835	80	7	identified	identify	VERB
ajis02-3835	80	8	by	by	ADP
ajis02-3835	80	9	open	open	ADJ
ajis02-3835	80	10	coding	coding	NOUN
ajis02-3835	80	11	,	,	PUNCT
ajis02-3835	80	12	axial	axial	ADJ
ajis02-3835	80	13	coding	coding	NOUN
ajis02-3835	80	14	,	,	PUNCT
ajis02-3835	80	15	and	and	CCONJ
ajis02-3835	80	16	comparative	comparative	ADJ
ajis02-3835	80	17	analysis	analysis	NOUN
ajis02-3835	80	18	,	,	PUNCT
ajis02-3835	80	19	as	as	SCONJ
ajis02-3835	80	20	suggested	suggest	VERB
ajis02-3835	80	21	by	by	ADP
ajis02-3835	80	22	wolfswinkel	wolfswinkel	NOUN
ajis02-3835	80	23	et	et	PROPN
ajis02-3835	80	24	al	al	PROPN
ajis02-3835	80	25	.	.	PROPN
ajis02-3835	80	26	,	,	PUNCT
ajis02-3835	80	27	(	(	PUNCT
ajis02-3835	80	28	2013	2013	NUM
ajis02-3835	80	29	)	)	PUNCT
ajis02-3835	80	30	,	,	PUNCT
ajis02-3835	80	31	and	and	CCONJ
ajis02-3835	80	32	through	through	ADP
ajis02-3835	80	33	thematic	thematic	ADJ
ajis02-3835	80	34	analysis	analysis	NOUN
ajis02-3835	80	35	(	(	PUNCT
ajis02-3835	80	36	pare	pare	NOUN
ajis02-3835	80	37	`	`	PUNCT
ajis02-3835	80	38	et	et	PROPN
ajis02-3835	80	39	al	al	PROPN
ajis02-3835	80	40	.	.	PROPN
ajis02-3835	80	41	,	,	PUNCT
ajis02-3835	80	42	2015	2015	NUM
ajis02-3835	80	43	)	)	PUNCT
ajis02-3835	80	44	.	.	PUNCT
ajis02-3835	81	1	the	the	DET
ajis02-3835	81	2	themes	theme	NOUN
ajis02-3835	81	3	were	be	AUX
ajis02-3835	81	4	initially	initially	ADV
ajis02-3835	81	5	coded	code	VERB
ajis02-3835	81	6	by	by	ADP
ajis02-3835	81	7	the	the	DET
ajis02-3835	81	8	first	first	ADJ
ajis02-3835	81	9	author	author	NOUN
ajis02-3835	81	10	independently	independently	ADV
ajis02-3835	81	11	and	and	CCONJ
ajis02-3835	81	12	inductively	inductively	ADV
ajis02-3835	81	13	,	,	PUNCT
ajis02-3835	81	14	and	and	CCONJ
ajis02-3835	81	15	then	then	ADV
ajis02-3835	81	16	they	they	PRON
ajis02-3835	81	17	were	be	AUX
ajis02-3835	81	18	scrutinised	scrutinise	VERB
ajis02-3835	81	19	by	by	ADP
ajis02-3835	81	20	the	the	DET
ajis02-3835	81	21	other	other	ADJ
ajis02-3835	81	22	two	two	NUM
ajis02-3835	81	23	authors	author	NOUN
ajis02-3835	81	24	for	for	ADP
ajis02-3835	81	25	authentic	authentic	ADJ
ajis02-3835	81	26	and	and	CCONJ
ajis02-3835	81	27	unbiased	unbiased	ADJ
ajis02-3835	81	28	themes	theme	NOUN
ajis02-3835	81	29	and	and	CCONJ
ajis02-3835	81	30	outcomes	outcome	NOUN
ajis02-3835	81	31	.	.	PUNCT
ajis02-3835	82	1	in	in	ADP
ajis02-3835	82	2	the	the	DET
ajis02-3835	82	3	coding	code	VERB
ajis02-3835	82	4	process	process	NOUN
ajis02-3835	82	5	,	,	PUNCT
ajis02-3835	82	6	all	all	DET
ajis02-3835	82	7	codes	code	NOUN
ajis02-3835	82	8	with	with	ADP
ajis02-3835	82	9	similar	similar	ADJ
ajis02-3835	82	10	themes	theme	NOUN
ajis02-3835	82	11	were	be	AUX
ajis02-3835	82	12	integrated	integrate	VERB
ajis02-3835	82	13	into	into	ADP
ajis02-3835	82	14	one	one	NUM
ajis02-3835	82	15	concept	concept	NOUN
ajis02-3835	82	16	;	;	PUNCT
ajis02-3835	82	17	f.	f.	PROPN
ajis02-3835	82	18	ex	ex	PROPN
ajis02-3835	82	19	.	.	PROPN
ajis02-3835	83	1	for	for	ADP
ajis02-3835	83	2	the	the	DET
ajis02-3835	83	3	characteristics	characteristic	NOUN
ajis02-3835	83	4	of	of	ADP
ajis02-3835	83	5	gender	gender	NOUN
ajis02-3835	83	6	bias	bias	NOUN
ajis02-3835	83	7	in	in	ADP
ajis02-3835	83	8	ai	ai	ADV
ajis02-3835	83	9	-	-	PUNCT
ajis02-3835	83	10	based	base	VERB
ajis02-3835	83	11	decisionmaking	decisionmake	VERB
ajis02-3835	83	12	systems	system	NOUN
ajis02-3835	83	13	,	,	PUNCT
ajis02-3835	83	14	the	the	DET
ajis02-3835	83	15	codes	code	NOUN
ajis02-3835	83	16	‘	'	PUNCT
ajis02-3835	83	17	societal	societal	ADJ
ajis02-3835	83	18	gender	gender	NOUN
ajis02-3835	83	19	prejudices	prejudice	NOUN
ajis02-3835	83	20	’	'	PUNCT
ajis02-3835	83	21	and	and	CCONJ
ajis02-3835	83	22	‘	'	PUNCT
ajis02-3835	83	23	discrimination	discrimination	NOUN
ajis02-3835	83	24	’	'	PUNCT
ajis02-3835	83	25	were	be	AUX
ajis02-3835	83	26	merged	merge	VERB
ajis02-3835	83	27	into	into	ADP
ajis02-3835	83	28	‘	'	PUNCT
ajis02-3835	83	29	prejudices	prejudice	NOUN
ajis02-3835	83	30	in	in	ADP
ajis02-3835	83	31	society	society	NOUN
ajis02-3835	83	32	’	'	PUNCT
ajis02-3835	83	33	and	and	CCONJ
ajis02-3835	83	34	later	later	ADV
ajis02-3835	83	35	integrated	integrate	VERB
ajis02-3835	83	36	into	into	ADP
ajis02-3835	83	37	a	a	DET
ajis02-3835	83	38	concept	concept	NOUN
ajis02-3835	83	39	‘	'	PUNCT
ajis02-3835	83	40	societal	societal	NOUN
ajis02-3835	83	41	’	'	PUNCT
ajis02-3835	83	42	as	as	SCONJ
ajis02-3835	83	43	shown	show	VERB
ajis02-3835	83	44	in	in	ADP
ajis02-3835	83	45	the	the	DET
ajis02-3835	83	46	appendix	appendix	NOUN
ajis02-3835	83	47	in	in	ADP
ajis02-3835	83	48	table	table	NOUN
ajis02-3835	83	49	2	2	NUM
ajis02-3835	83	50	.	.	PUNCT
ajis02-3835	83	51	similarly	similarly	ADV
ajis02-3835	83	52	,	,	PUNCT
ajis02-3835	83	53	when	when	SCONJ
ajis02-3835	83	54	coding	code	VERB
ajis02-3835	83	55	the	the	DET
ajis02-3835	83	56	approaches	approach	NOUN
ajis02-3835	83	57	for	for	ADP
ajis02-3835	83	58	mitigating	mitigate	VERB
ajis02-3835	83	59	gender	gender	NOUN
ajis02-3835	83	60	bias	bias	NOUN
ajis02-3835	83	61	in	in	ADP
ajis02-3835	83	62	ai	ai	NOUN
ajis02-3835	83	63	-	-	PUNCT
ajis02-3835	83	64	based	base	VERB
ajis02-3835	83	65	decision	decision	NOUN
ajis02-3835	83	66	-	-	PUNCT
ajis02-3835	83	67	making	make	VERB
ajis02-3835	83	68	systems	system	NOUN
ajis02-3835	83	69	,	,	PUNCT
ajis02-3835	83	70	the	the	DET
ajis02-3835	83	71	codes	code	NOUN
ajis02-3835	83	72	‘	'	PUNCT
ajis02-3835	83	73	bias	bias	NOUN
ajis02-3835	83	74	aware	aware	ADJ
ajis02-3835	83	75	collection	collection	NOUN
ajis02-3835	83	76	of	of	ADP
ajis02-3835	83	77	datasets	dataset	NOUN
ajis02-3835	83	78	’	'	PUNCT
ajis02-3835	83	79	,	,	PUNCT
ajis02-3835	83	80	‘	'	PUNCT
ajis02-3835	83	81	preparation	preparation	NOUN
ajis02-3835	83	82	of	of	ADP
ajis02-3835	83	83	fair	fair	ADJ
ajis02-3835	83	84	data	data	NOUN
ajis02-3835	83	85	sets	set	NOUN
ajis02-3835	83	86	’	'	PUNCT
ajis02-3835	83	87	and	and	CCONJ
ajis02-3835	83	88	‘	'	PUNCT
ajis02-3835	83	89	removing	remove	VERB
ajis02-3835	83	90	proxies	proxy	NOUN
ajis02-3835	83	91	of	of	ADP
ajis02-3835	83	92	protected	protect	VERB
ajis02-3835	83	93	attributes	attribute	NOUN
ajis02-3835	83	94	in	in	ADP
ajis02-3835	83	95	data	datum	NOUN
ajis02-3835	83	96	sets	set	NOUN
ajis02-3835	83	97	’	'	PUNCT
ajis02-3835	83	98	were	be	AUX
ajis02-3835	83	99	merged	merge	VERB
ajis02-3835	83	100	into	into	ADP
ajis02-3835	83	101	the	the	DET
ajis02-3835	83	102	theme	theme	NOUN
ajis02-3835	83	103	‘	'	PUNCT
ajis02-3835	83	104	collection	collection	NOUN
ajis02-3835	83	105	and	and	CCONJ
ajis02-3835	83	106	preparation	preparation	NOUN
ajis02-3835	83	107	of	of	ADP
ajis02-3835	83	108	dataset	dataset	NOUN
ajis02-3835	83	109	’	'	PUNCT
ajis02-3835	83	110	,	,	PUNCT
ajis02-3835	83	111	which	which	PRON
ajis02-3835	83	112	was	be	AUX
ajis02-3835	83	113	later	later	ADV
ajis02-3835	83	114	integrated	integrate	VERB
ajis02-3835	83	115	into	into	ADP
ajis02-3835	83	116	the	the	DET
ajis02-3835	83	117	concept	concept	NOUN
ajis02-3835	83	118	‘	'	PUNCT
ajis02-3835	83	119	ai	ai	VERB
ajis02-3835	83	120	technological	technological	ADJ
ajis02-3835	83	121	approaches	approach	NOUN
ajis02-3835	83	122	’	'	PUNCT
ajis02-3835	83	123	as	as	SCONJ
ajis02-3835	83	124	shown	show	VERB
ajis02-3835	83	125	in	in	ADP
ajis02-3835	83	126	the	the	DET
ajis02-3835	83	127	appendix	appendix	NOUN
ajis02-3835	83	128	in	in	ADP
ajis02-3835	83	129	table	table	NOUN
ajis02-3835	83	130	4	4	NUM
ajis02-3835	83	131	.	.	NOUN
ajis02-3835	83	132	4	4	NUM
ajis02-3835	83	133	findings	finding	NOUN
ajis02-3835	83	134	of	of	ADP
ajis02-3835	83	135	the	the	DET
ajis02-3835	83	136	systematic	systematic	ADJ
ajis02-3835	83	137	literature	literature	PROPN
ajis02-3835	83	138	review	review	NOUN
ajis02-3835	83	139	in	in	ADP
ajis02-3835	83	140	the	the	DET
ajis02-3835	83	141	following	following	NOUN
ajis02-3835	83	142	,	,	PUNCT
ajis02-3835	83	143	we	we	PRON
ajis02-3835	83	144	present	present	VERB
ajis02-3835	83	145	the	the	DET
ajis02-3835	83	146	key	key	ADJ
ajis02-3835	83	147	findings	finding	NOUN
ajis02-3835	83	148	from	from	ADP
ajis02-3835	83	149	the	the	DET
ajis02-3835	83	150	slr	slr	NOUN
ajis02-3835	83	151	,	,	PUNCT
ajis02-3835	83	152	which	which	PRON
ajis02-3835	83	153	identify	identify	VERB
ajis02-3835	83	154	and	and	CCONJ
ajis02-3835	83	155	categorise	categorise	VERB
ajis02-3835	83	156	the	the	DET
ajis02-3835	83	157	insights	insight	NOUN
ajis02-3835	83	158	about	about	ADP
ajis02-3835	83	159	the	the	DET
ajis02-3835	83	160	manifestations	manifestation	NOUN
ajis02-3835	83	161	of	of	ADP
ajis02-3835	83	162	gender	gender	NOUN
ajis02-3835	83	163	bias	bias	NOUN
ajis02-3835	83	164	in	in	ADP
ajis02-3835	83	165	ai	ai	NOUN
ajis02-3835	83	166	-	-	PUNCT
ajis02-3835	83	167	based	base	VERB
ajis02-3835	83	168	decision	decision	NOUN
ajis02-3835	83	169	-	-	PUNCT
ajis02-3835	83	170	making	make	VERB
ajis02-3835	83	171	systems	system	NOUN
ajis02-3835	83	172	and	and	CCONJ
ajis02-3835	83	173	the	the	DET
ajis02-3835	83	174	contributing	contribute	VERB
ajis02-3835	83	175	factors	factor	NOUN
ajis02-3835	83	176	,	,	PUNCT
ajis02-3835	83	177	as	as	ADV
ajis02-3835	83	178	well	well	ADV
ajis02-3835	83	179	as	as	ADP
ajis02-3835	83	180	possible	possible	ADJ
ajis02-3835	83	181	approaches	approach	NOUN
ajis02-3835	83	182	to	to	PART
ajis02-3835	83	183	mitigate	mitigate	VERB
ajis02-3835	83	184	it	it	PRON
ajis02-3835	83	185	.	.	PUNCT
ajis02-3835	84	1	in	in	ADP
ajis02-3835	84	2	doing	do	VERB
ajis02-3835	84	3	so	so	ADV
ajis02-3835	84	4	,	,	PUNCT
ajis02-3835	84	5	we	we	PRON
ajis02-3835	84	6	contribute	contribute	VERB
ajis02-3835	84	7	to	to	ADP
ajis02-3835	84	8	the	the	DET
ajis02-3835	84	9	emerging	emerge	VERB
ajis02-3835	84	10	body	body	NOUN
ajis02-3835	84	11	of	of	ADP
ajis02-3835	84	12	is	be	AUX
ajis02-3835	84	13	literature	literature	NOUN
ajis02-3835	84	14	on	on	ADP
ajis02-3835	84	15	the	the	DET
ajis02-3835	84	16	potentially	potentially	ADV
ajis02-3835	84	17	harmful	harmful	ADJ
ajis02-3835	84	18	effects	effect	NOUN
ajis02-3835	84	19	of	of	ADP
ajis02-3835	84	20	ai	ai	NOUN
ajis02-3835	84	21	and	and	CCONJ
ajis02-3835	84	22	their	their	PRON
ajis02-3835	84	23	mitigation	mitigation	NOUN
ajis02-3835	84	24	.	.	PUNCT
ajis02-3835	85	1	australasian	australasian	ADJ
ajis02-3835	85	2	journal	journal	NOUN
ajis02-3835	85	3	of	of	ADP
ajis02-3835	85	4	information	information	NOUN
ajis02-3835	85	5	systems	system	NOUN
ajis02-3835	85	6	nadeem	nadeem	PROPN
ajis02-3835	85	7	,	,	PUNCT
ajis02-3835	85	8	marjanovic	marjanovic	PROPN
ajis02-3835	85	9	&	&	CCONJ
ajis02-3835	85	10	abedin	abedin	PROPN
ajis02-3835	85	11	2022	2022	NUM
ajis02-3835	85	12	,	,	PUNCT
ajis02-3835	85	13	vol	vol	NOUN
ajis02-3835	85	14	26	26	NUM
ajis02-3835	85	15	,	,	PUNCT
ajis02-3835	85	16	selected	select	VERB
ajis02-3835	85	17	papers	paper	NOUN
ajis02-3835	85	18	from	from	ADP
ajis02-3835	85	19	acis	acis	PROPN
ajis02-3835	85	20	2020	2020	NUM
ajis02-3835	85	21	gender	gender	NOUN
ajis02-3835	85	22	bias	bias	NOUN
ajis02-3835	85	23	in	in	ADP
ajis02-3835	85	24	ai	ai	PROPN
ajis02-3835	85	25	6	6	NUM
ajis02-3835	85	26	to	to	PART
ajis02-3835	85	27	reach	reach	VERB
ajis02-3835	85	28	an	an	DET
ajis02-3835	85	29	in	in	ADP
ajis02-3835	85	30	-	-	PUNCT
ajis02-3835	85	31	depth	depth	NOUN
ajis02-3835	85	32	understanding	understanding	NOUN
ajis02-3835	85	33	of	of	ADP
ajis02-3835	85	34	this	this	DET
ajis02-3835	85	35	area	area	NOUN
ajis02-3835	85	36	of	of	ADP
ajis02-3835	85	37	research	research	NOUN
ajis02-3835	85	38	,	,	PUNCT
ajis02-3835	85	39	we	we	PRON
ajis02-3835	85	40	first	first	ADV
ajis02-3835	85	41	identified	identify	VERB
ajis02-3835	85	42	and	and	CCONJ
ajis02-3835	85	43	noted	note	VERB
ajis02-3835	85	44	the	the	DET
ajis02-3835	85	45	type	type	NOUN
ajis02-3835	85	46	of	of	ADP
ajis02-3835	85	47	published	publish	VERB
ajis02-3835	85	48	articles	article	NOUN
ajis02-3835	85	49	(	(	PUNCT
ajis02-3835	85	50	i.e.	i.e.	X
ajis02-3835	85	51	,	,	PUNCT
ajis02-3835	85	52	conceptual	conceptual	ADJ
ajis02-3835	85	53	research	research	NOUN
ajis02-3835	85	54	,	,	PUNCT
ajis02-3835	85	55	literature	literature	NOUN
ajis02-3835	85	56	review	review	PROPN
ajis02-3835	85	57	,	,	PUNCT
ajis02-3835	85	58	design	design	NOUN
ajis02-3835	85	59	science	science	NOUN
ajis02-3835	85	60	,	,	PUNCT
ajis02-3835	85	61	empirical	empirical	ADJ
ajis02-3835	85	62	,	,	PUNCT
ajis02-3835	85	63	survey	survey	NOUN
ajis02-3835	85	64	or	or	CCONJ
ajis02-3835	85	65	case	case	NOUN
ajis02-3835	85	66	-	-	PUNCT
ajis02-3835	85	67	based	base	VERB
ajis02-3835	85	68	research	research	NOUN
ajis02-3835	85	69	)	)	PUNCT
ajis02-3835	85	70	,	,	PUNCT
ajis02-3835	85	71	their	their	PRON
ajis02-3835	85	72	use	use	NOUN
ajis02-3835	85	73	of	of	ADP
ajis02-3835	85	74	theory	theory	NOUN
ajis02-3835	85	75	and	and	CCONJ
ajis02-3835	85	76	their	their	PRON
ajis02-3835	85	77	focus	focus	NOUN
ajis02-3835	85	78	as	as	SCONJ
ajis02-3835	85	79	presented	present	VERB
ajis02-3835	85	80	in	in	ADP
ajis02-3835	85	81	table	table	NOUN
ajis02-3835	85	82	1	1	NUM
ajis02-3835	85	83	in	in	ADP
ajis02-3835	85	84	the	the	DET
ajis02-3835	85	85	appendix	appendix	NOUN
ajis02-3835	85	86	.	.	PUNCT
ajis02-3835	86	1	our	our	PRON
ajis02-3835	86	2	analysis	analysis	NOUN
ajis02-3835	86	3	shows	show	VERB
ajis02-3835	86	4	that	that	SCONJ
ajis02-3835	86	5	the	the	DET
ajis02-3835	86	6	majority	majority	NOUN
ajis02-3835	86	7	of	of	ADP
ajis02-3835	86	8	the	the	DET
ajis02-3835	86	9	reviewed	review	VERB
ajis02-3835	86	10	articles	article	NOUN
ajis02-3835	86	11	have	have	AUX
ajis02-3835	86	12	been	be	AUX
ajis02-3835	86	13	conceptual	conceptual	ADJ
ajis02-3835	86	14	papers	paper	NOUN
ajis02-3835	86	15	.	.	PUNCT
ajis02-3835	87	1	there	there	PRON
ajis02-3835	87	2	is	be	VERB
ajis02-3835	87	3	a	a	DET
ajis02-3835	87	4	lack	lack	NOUN
ajis02-3835	87	5	of	of	ADP
ajis02-3835	87	6	empirical	empirical	ADJ
ajis02-3835	87	7	and	and	CCONJ
ajis02-3835	87	8	detailed	detailed	ADJ
ajis02-3835	87	9	literature	literature	NOUN
ajis02-3835	87	10	review	review	NOUN
ajis02-3835	87	11	papers	paper	NOUN
ajis02-3835	87	12	.	.	PUNCT
ajis02-3835	88	1	moreover	moreover	ADV
ajis02-3835	88	2	,	,	PUNCT
ajis02-3835	88	3	the	the	DET
ajis02-3835	88	4	publication	publication	NOUN
ajis02-3835	88	5	trend	trend	NOUN
ajis02-3835	88	6	,	,	PUNCT
ajis02-3835	88	7	as	as	SCONJ
ajis02-3835	88	8	depicted	depict	VERB
ajis02-3835	88	9	by	by	ADP
ajis02-3835	88	10	figure	figure	NOUN
ajis02-3835	88	11	2	2	NUM
ajis02-3835	88	12	,	,	PUNCT
ajis02-3835	88	13	indicates	indicate	VERB
ajis02-3835	88	14	that	that	SCONJ
ajis02-3835	88	15	the	the	DET
ajis02-3835	88	16	number	number	NOUN
ajis02-3835	88	17	of	of	ADP
ajis02-3835	88	18	relevant	relevant	ADJ
ajis02-3835	88	19	publications	publication	NOUN
ajis02-3835	88	20	started	start	VERB
ajis02-3835	88	21	to	to	PART
ajis02-3835	88	22	grow	grow	VERB
ajis02-3835	88	23	in	in	ADP
ajis02-3835	88	24	2017	2017	NUM
ajis02-3835	88	25	and	and	CCONJ
ajis02-3835	88	26	then	then	ADV
ajis02-3835	88	27	increased	increase	VERB
ajis02-3835	88	28	quite	quite	ADV
ajis02-3835	88	29	considerably	considerably	ADV
ajis02-3835	88	30	in	in	ADP
ajis02-3835	88	31	2020	2020	NUM
ajis02-3835	88	32	,	,	PUNCT
ajis02-3835	88	33	which	which	PRON
ajis02-3835	88	34	confirms	confirm	VERB
ajis02-3835	88	35	that	that	SCONJ
ajis02-3835	88	36	this	this	PRON
ajis02-3835	88	37	is	be	AUX
ajis02-3835	88	38	a	a	DET
ajis02-3835	88	39	fastgrowing	fastgrowe	VERB
ajis02-3835	88	40	research	research	NOUN
ajis02-3835	88	41	area	area	NOUN
ajis02-3835	88	42	.	.	PUNCT
ajis02-3835	89	1	further	far	ADV
ajis02-3835	89	2	,	,	PUNCT
ajis02-3835	89	3	our	our	PRON
ajis02-3835	89	4	analysis	analysis	NOUN
ajis02-3835	89	5	discovers	discover	VERB
ajis02-3835	89	6	that	that	SCONJ
ajis02-3835	89	7	although	although	SCONJ
ajis02-3835	89	8	the	the	DET
ajis02-3835	89	9	topics	topic	NOUN
ajis02-3835	89	10	of	of	ADP
ajis02-3835	89	11	fairness	fairness	NOUN
ajis02-3835	89	12	and	and	CCONJ
ajis02-3835	89	13	gender	gender	NOUN
ajis02-3835	89	14	bias	bias	NOUN
ajis02-3835	89	15	in	in	ADP
ajis02-3835	89	16	ai	ai	NOUN
ajis02-3835	89	17	have	have	AUX
ajis02-3835	89	18	been	be	AUX
ajis02-3835	89	19	discussed	discuss	VERB
ajis02-3835	89	20	in	in	ADP
ajis02-3835	89	21	the	the	DET
ajis02-3835	89	22	broader	broad	ADJ
ajis02-3835	89	23	literature	literature	NOUN
ajis02-3835	89	24	,	,	PUNCT
ajis02-3835	89	25	the	the	PRON
ajis02-3835	89	26	is	be	AUX
ajis02-3835	89	27	field	field	NOUN
ajis02-3835	89	28	is	be	AUX
ajis02-3835	89	29	yet	yet	ADV
ajis02-3835	89	30	to	to	PART
ajis02-3835	89	31	pay	pay	VERB
ajis02-3835	89	32	more	more	ADJ
ajis02-3835	89	33	attention	attention	NOUN
ajis02-3835	89	34	to	to	ADP
ajis02-3835	89	35	this	this	DET
ajis02-3835	89	36	important	important	ADJ
ajis02-3835	89	37	topic	topic	NOUN
ajis02-3835	89	38	.	.	PUNCT
ajis02-3835	90	1	our	our	PRON
ajis02-3835	90	2	findings	finding	NOUN
ajis02-3835	90	3	also	also	ADV
ajis02-3835	90	4	indicate	indicate	VERB
ajis02-3835	90	5	that	that	SCONJ
ajis02-3835	90	6	the	the	DET
ajis02-3835	90	7	research	research	NOUN
ajis02-3835	90	8	on	on	ADP
ajis02-3835	90	9	gender	gender	NOUN
ajis02-3835	90	10	bias	bias	NOUN
ajis02-3835	90	11	in	in	ADP
ajis02-3835	90	12	ai	ai	PROPN
ajis02-3835	90	13	is	be	AUX
ajis02-3835	90	14	not	not	PART
ajis02-3835	90	15	yet	yet	ADV
ajis02-3835	90	16	well	well	ADV
ajis02-3835	90	17	established	establish	VERB
ajis02-3835	90	18	,	,	PUNCT
ajis02-3835	90	19	which	which	PRON
ajis02-3835	90	20	highlights	highlight	VERB
ajis02-3835	90	21	a	a	DET
ajis02-3835	90	22	great	great	ADJ
ajis02-3835	90	23	potential	potential	NOUN
ajis02-3835	90	24	for	for	ADP
ajis02-3835	90	25	future	future	ADJ
ajis02-3835	90	26	research	research	NOUN
ajis02-3835	90	27	in	in	ADP
ajis02-3835	90	28	the	the	PRON
ajis02-3835	90	29	is	be	AUX
ajis02-3835	90	30	field	field	NOUN
ajis02-3835	90	31	and	and	CCONJ
ajis02-3835	90	32	beyond	beyond	ADP
ajis02-3835	90	33	.	.	PUNCT
ajis02-3835	91	1	figure	figure	NOUN
ajis02-3835	91	2	2	2	NUM
ajis02-3835	91	3	.	.	PUNCT
ajis02-3835	91	4	publication	publication	NOUN
ajis02-3835	91	5	trend	trend	NOUN
ajis02-3835	91	6	of	of	ADP
ajis02-3835	91	7	reviewed	review	VERB
ajis02-3835	91	8	articles	article	NOUN
ajis02-3835	91	9	and	and	CCONJ
ajis02-3835	91	10	type	type	NOUN
ajis02-3835	91	11	of	of	ADP
ajis02-3835	91	12	selected	select	VERB
ajis02-3835	91	13	articles	article	NOUN
ajis02-3835	91	14	4.1	4.1	NUM
ajis02-3835	91	15	characteristics	characteristic	NOUN
ajis02-3835	91	16	and	and	CCONJ
ajis02-3835	91	17	contributing	contribute	VERB
ajis02-3835	91	18	factors	factor	NOUN
ajis02-3835	91	19	of	of	ADP
ajis02-3835	91	20	gender	gender	NOUN
ajis02-3835	91	21	bias	bias	NOUN
ajis02-3835	91	22	in	in	ADP
ajis02-3835	91	23	ai	ai	NOUN
ajis02-3835	91	24	-	-	PUNCT
ajis02-3835	91	25	based	base	VERB
ajis02-3835	91	26	decision	decision	NOUN
ajis02-3835	91	27	-	-	PUNCT
ajis02-3835	91	28	making	make	VERB
ajis02-3835	91	29	systems	system	NOUN
ajis02-3835	91	30	we	we	PRON
ajis02-3835	91	31	adopt	adopt	VERB
ajis02-3835	91	32	the	the	DET
ajis02-3835	91	33	term	term	NOUN
ajis02-3835	91	34	‘	'	PUNCT
ajis02-3835	91	35	characteristics	characteristic	NOUN
ajis02-3835	91	36	’	'	PUNCT
ajis02-3835	91	37	to	to	PART
ajis02-3835	91	38	indicate	indicate	VERB
ajis02-3835	91	39	various	various	ADJ
ajis02-3835	91	40	domains	domain	NOUN
ajis02-3835	91	41	of	of	ADP
ajis02-3835	91	42	gender	gender	NOUN
ajis02-3835	91	43	bias	bias	NOUN
ajis02-3835	91	44	in	in	ADP
ajis02-3835	91	45	ai	ai	NOUN
ajis02-3835	91	46	-	-	PUNCT
ajis02-3835	91	47	based	base	VERB
ajis02-3835	91	48	decision	decision	NOUN
ajis02-3835	91	49	-	-	PUNCT
ajis02-3835	91	50	making	make	VERB
ajis02-3835	91	51	systems	system	NOUN
ajis02-3835	91	52	and	and	CCONJ
ajis02-3835	91	53	observe	observe	VERB
ajis02-3835	91	54	three	three	NUM
ajis02-3835	91	55	main	main	ADJ
ajis02-3835	91	56	characteristics	characteristic	NOUN
ajis02-3835	91	57	of	of	ADP
ajis02-3835	91	58	gender	gender	NOUN
ajis02-3835	91	59	bias	bias	NOUN
ajis02-3835	91	60	in	in	ADP
ajis02-3835	91	61	ai	ai	NOUN
ajis02-3835	91	62	-	-	PUNCT
ajis02-3835	91	63	based	base	VERB
ajis02-3835	91	64	decision	decision	NOUN
ajis02-3835	91	65	-	-	PUNCT
ajis02-3835	91	66	making	make	VERB
ajis02-3835	91	67	systems	system	NOUN
ajis02-3835	91	68	:	:	PUNCT
ajis02-3835	91	69	design	design	NOUN
ajis02-3835	91	70	and	and	CCONJ
ajis02-3835	91	71	implementation	implementation	NOUN
ajis02-3835	91	72	,	,	PUNCT
ajis02-3835	91	73	institutional	institutional	ADJ
ajis02-3835	91	74	and	and	CCONJ
ajis02-3835	91	75	societal	societal	ADJ
ajis02-3835	91	76	.	.	PUNCT
ajis02-3835	92	1	the	the	DET
ajis02-3835	92	2	identified	identify	VERB
ajis02-3835	92	3	characteristics	characteristic	NOUN
ajis02-3835	92	4	are	be	AUX
ajis02-3835	92	5	intertwined	intertwine	VERB
ajis02-3835	92	6	(	(	PUNCT
ajis02-3835	92	7	see	see	VERB
ajis02-3835	92	8	figure	figure	NOUN
ajis02-3835	92	9	3	3	NUM
ajis02-3835	92	10	)	)	PUNCT
ajis02-3835	92	11	.	.	PUNCT
ajis02-3835	93	1	the	the	DET
ajis02-3835	93	2	long	long	ADV
ajis02-3835	93	3	-	-	PUNCT
ajis02-3835	93	4	standing	stand	VERB
ajis02-3835	93	5	societal	societal	ADJ
ajis02-3835	93	6	inequalities	inequality	NOUN
ajis02-3835	93	7	and	and	CCONJ
ajis02-3835	93	8	discriminatory	discriminatory	ADJ
ajis02-3835	93	9	norms	norm	NOUN
ajis02-3835	93	10	propagate	propagate	VERB
ajis02-3835	93	11	to	to	ADP
ajis02-3835	93	12	organisational	organisational	ADJ
ajis02-3835	93	13	culture	culture	NOUN
ajis02-3835	93	14	,	,	PUNCT
ajis02-3835	93	15	thus	thus	ADV
ajis02-3835	93	16	affecting	affect	VERB
ajis02-3835	93	17	institutional	institutional	ADJ
ajis02-3835	93	18	practices	practice	NOUN
ajis02-3835	93	19	and	and	CCONJ
ajis02-3835	93	20	are	be	AUX
ajis02-3835	93	21	manifest	manifest	ADJ
ajis02-3835	93	22	in	in	ADP
ajis02-3835	93	23	the	the	DET
ajis02-3835	93	24	design	design	NOUN
ajis02-3835	93	25	and	and	CCONJ
ajis02-3835	93	26	implementation	implementation	NOUN
ajis02-3835	93	27	of	of	ADP
ajis02-3835	93	28	ai	ai	NOUN
ajis02-3835	93	29	-	-	PUNCT
ajis02-3835	93	30	based	base	VERB
ajis02-3835	93	31	decision	decision	NOUN
ajis02-3835	93	32	-	-	PUNCT
ajis02-3835	93	33	making	make	VERB
ajis02-3835	93	34	systems	system	NOUN
ajis02-3835	93	35	.	.	PUNCT
ajis02-3835	94	1	when	when	SCONJ
ajis02-3835	94	2	considering	consider	VERB
ajis02-3835	94	3	the	the	DET
ajis02-3835	94	4	contributing	contribute	VERB
ajis02-3835	94	5	factors	factor	NOUN
ajis02-3835	94	6	of	of	ADP
ajis02-3835	94	7	gender	gender	NOUN
ajis02-3835	94	8	bias	bias	NOUN
ajis02-3835	94	9	in	in	ADP
ajis02-3835	94	10	ai	ai	NOUN
ajis02-3835	94	11	-	-	PUNCT
ajis02-3835	94	12	based	base	VERB
ajis02-3835	94	13	decision	decision	NOUN
ajis02-3835	94	14	-	-	PUNCT
ajis02-3835	94	15	making	make	VERB
ajis02-3835	94	16	systems	system	NOUN
ajis02-3835	94	17	,	,	PUNCT
ajis02-3835	94	18	we	we	PRON
ajis02-3835	94	19	established	establish	VERB
ajis02-3835	94	20	six	six	NUM
ajis02-3835	94	21	main	main	ADJ
ajis02-3835	94	22	themes	theme	NOUN
ajis02-3835	94	23	relating	relate	VERB
ajis02-3835	94	24	to	to	ADP
ajis02-3835	94	25	:	:	PUNCT
ajis02-3835	94	26	gender	gender	NOUN
ajis02-3835	94	27	stereotyping	stereotyping	NOUN
ajis02-3835	94	28	,	,	PUNCT
ajis02-3835	94	29	biased	biased	ADJ
ajis02-3835	94	30	training	training	NOUN
ajis02-3835	94	31	datasets	dataset	NOUN
ajis02-3835	94	32	,	,	PUNCT
ajis02-3835	94	33	lack	lack	NOUN
ajis02-3835	94	34	of	of	ADP
ajis02-3835	94	35	gender	gender	NOUN
ajis02-3835	94	36	diversity	diversity	NOUN
ajis02-3835	94	37	in	in	ADP
ajis02-3835	94	38	ai	ai	PROPN
ajis02-3835	94	39	development	development	NOUN
ajis02-3835	94	40	teams	team	NOUN
ajis02-3835	94	41	,	,	PUNCT
ajis02-3835	94	42	ai	ai	AUX
ajis02-3835	94	43	amplifies	amplify	VERB
ajis02-3835	94	44	existing	exist	VERB
ajis02-3835	94	45	bias	bias	NOUN
ajis02-3835	94	46	,	,	PUNCT
ajis02-3835	94	47	contextual	contextual	ADJ
ajis02-3835	94	48	and	and	CCONJ
ajis02-3835	94	49	other	other	ADJ
ajis02-3835	94	50	factors	factor	NOUN
ajis02-3835	94	51	and	and	CCONJ
ajis02-3835	94	52	lack	lack	NOUN
ajis02-3835	94	53	of	of	ADP
ajis02-3835	94	54	ai	ai	PROPN
ajis02-3835	94	55	regulations	regulation	NOUN
ajis02-3835	94	56	,	,	PUNCT
ajis02-3835	94	57	(	(	PUNCT
ajis02-3835	94	58	see	see	VERB
ajis02-3835	94	59	also	also	ADV
ajis02-3835	94	60	depicted	depict	VERB
ajis02-3835	94	61	by	by	ADP
ajis02-3835	94	62	figure	figure	NOUN
ajis02-3835	94	63	3	3	NUM
ajis02-3835	94	64	)	)	PUNCT
ajis02-3835	94	65	.	.	PUNCT
ajis02-3835	95	1	these	these	DET
ajis02-3835	95	2	contributing	contribute	VERB
ajis02-3835	95	3	factors	factor	NOUN
ajis02-3835	95	4	are	be	AUX
ajis02-3835	95	5	rooted	root	VERB
ajis02-3835	95	6	within	within	ADP
ajis02-3835	95	7	the	the	DET
ajis02-3835	95	8	characteristics	characteristic	NOUN
ajis02-3835	95	9	of	of	ADP
ajis02-3835	95	10	gender	gender	NOUN
ajis02-3835	95	11	bias	bias	NOUN
ajis02-3835	95	12	in	in	ADP
ajis02-3835	95	13	ai	ai	ADV
ajis02-3835	95	14	-	-	PUNCT
ajis02-3835	95	15	based	base	VERB
ajis02-3835	95	16	decisionmaking	decisionmake	VERB
ajis02-3835	95	17	systems	system	NOUN
ajis02-3835	95	18	.	.	PUNCT
ajis02-3835	96	1	table	table	NOUN
ajis02-3835	96	2	2	2	NUM
ajis02-3835	96	3	and	and	CCONJ
ajis02-3835	96	4	3	3	NUM
ajis02-3835	96	5	in	in	ADP
ajis02-3835	96	6	the	the	DET
ajis02-3835	96	7	appendix	appendix	NOUN
ajis02-3835	96	8	include	include	VERB
ajis02-3835	96	9	the	the	DET
ajis02-3835	96	10	sources	source	NOUN
ajis02-3835	96	11	,	,	PUNCT
ajis02-3835	96	12	description	description	NOUN
ajis02-3835	96	13	and	and	CCONJ
ajis02-3835	96	14	coding	code	VERB
ajis02-3835	96	15	0	0	NUM
ajis02-3835	96	16	5	5	NUM
ajis02-3835	96	17	10	10	NUM
ajis02-3835	96	18	15	15	NUM
ajis02-3835	96	19	20	20	NUM
ajis02-3835	96	20	2017	2017	NUM
ajis02-3835	96	21	2018	2018	NUM
ajis02-3835	96	22	2019	2019	NUM
ajis02-3835	96	23	2020	2020	NUM
ajis02-3835	96	24	publication	publication	NOUN
ajis02-3835	96	25	trend	trend	NOUN
ajis02-3835	96	26	of	of	ADP
ajis02-3835	96	27	articles	article	NOUN
ajis02-3835	96	28	in	in	ADP
ajis02-3835	96	29	this	this	DET
ajis02-3835	96	30	field	field	NOUN
ajis02-3835	96	31	literature	literature	NOUN
ajis02-3835	96	32	review	review	NOUN
ajis02-3835	96	33	16	16	NUM
ajis02-3835	96	34	%	%	NOUN
ajis02-3835	96	35	empirical	empirical	ADJ
ajis02-3835	96	36	(	(	PUNCT
ajis02-3835	96	37	case	case	NOUN
ajis02-3835	96	38	study	study	NOUN
ajis02-3835	96	39	)	)	PUNCT
ajis02-3835	96	40	10	10	NUM
ajis02-3835	96	41	%	%	NOUN
ajis02-3835	96	42	conceptual	conceptual	ADJ
ajis02-3835	96	43	and	and	CCONJ
ajis02-3835	96	44	essays	essay	NOUN
ajis02-3835	96	45	.	.	PUNCT
ajis02-3835	97	1	45	45	NUM
ajis02-3835	97	2	%	%	NOUN
ajis02-3835	97	3	empirical	empirical	ADJ
ajis02-3835	97	4	(	(	PUNCT
ajis02-3835	97	5	survey	survey	NOUN
ajis02-3835	97	6	)	)	PUNCT
ajis02-3835	97	7	6	6	NUM
ajis02-3835	97	8	%	%	NOUN
ajis02-3835	97	9	design	design	NOUN
ajis02-3835	97	10	science	science	NOUN
ajis02-3835	97	11	23	23	NUM
ajis02-3835	97	12	%	%	NOUN
ajis02-3835	97	13	type	type	NOUN
ajis02-3835	97	14	of	of	ADP
ajis02-3835	97	15	article	article	NOUN
ajis02-3835	97	16	australasian	australasian	ADJ
ajis02-3835	97	17	journal	journal	NOUN
ajis02-3835	97	18	of	of	ADP
ajis02-3835	97	19	information	information	NOUN
ajis02-3835	97	20	systems	system	NOUN
ajis02-3835	97	21	nadeem	nadeem	PROPN
ajis02-3835	97	22	,	,	PUNCT
ajis02-3835	97	23	marjanovic	marjanovic	PROPN
ajis02-3835	97	24	&	&	CCONJ
ajis02-3835	97	25	abedin	abedin	PROPN
ajis02-3835	97	26	2022	2022	NUM
ajis02-3835	97	27	,	,	PUNCT
ajis02-3835	97	28	vol	vol	NOUN
ajis02-3835	97	29	26	26	NUM
ajis02-3835	97	30	,	,	PUNCT
ajis02-3835	97	31	selected	select	VERB
ajis02-3835	97	32	papers	paper	NOUN
ajis02-3835	97	33	from	from	ADP
ajis02-3835	97	34	acis	acis	PROPN
ajis02-3835	97	35	2020	2020	NUM
ajis02-3835	97	36	gender	gender	NOUN
ajis02-3835	97	37	bias	bias	NOUN
ajis02-3835	97	38	in	in	ADP
ajis02-3835	97	39	ai	ai	PROPN
ajis02-3835	97	40	7	7	NUM
ajis02-3835	97	41	process	process	NOUN
ajis02-3835	97	42	of	of	ADP
ajis02-3835	97	43	the	the	DET
ajis02-3835	97	44	characteristics	characteristic	NOUN
ajis02-3835	97	45	and	and	CCONJ
ajis02-3835	97	46	contributing	contribute	VERB
ajis02-3835	97	47	factors	factor	NOUN
ajis02-3835	97	48	of	of	ADP
ajis02-3835	97	49	gender	gender	NOUN
ajis02-3835	97	50	bias	bias	NOUN
ajis02-3835	97	51	in	in	ADP
ajis02-3835	97	52	ai	ai	ADV
ajis02-3835	97	53	-	-	PUNCT
ajis02-3835	97	54	based	base	VERB
ajis02-3835	97	55	decisionmaking	decisionmake	VERB
ajis02-3835	97	56	systems	system	NOUN
ajis02-3835	97	57	and	and	CCONJ
ajis02-3835	97	58	are	be	AUX
ajis02-3835	97	59	further	far	ADV
ajis02-3835	97	60	discussed	discuss	VERB
ajis02-3835	97	61	in	in	ADP
ajis02-3835	97	62	the	the	DET
ajis02-3835	97	63	next	next	ADJ
ajis02-3835	97	64	subsection	subsection	NOUN
ajis02-3835	97	65	.	.	PUNCT
ajis02-3835	98	1	4.1.1	4.1.1	NUM
ajis02-3835	98	2	design	design	NOUN
ajis02-3835	98	3	and	and	CCONJ
ajis02-3835	98	4	implementation	implementation	NOUN
ajis02-3835	98	5	characteristics	characteristic	NOUN
ajis02-3835	98	6	the	the	DET
ajis02-3835	98	7	design	design	NOUN
ajis02-3835	98	8	of	of	ADP
ajis02-3835	98	9	ai	ai	NOUN
ajis02-3835	98	10	-	-	PUNCT
ajis02-3835	98	11	based	base	VERB
ajis02-3835	98	12	decision	decision	NOUN
ajis02-3835	98	13	-	-	PUNCT
ajis02-3835	98	14	making	make	VERB
ajis02-3835	98	15	systems	system	NOUN
ajis02-3835	98	16	including	include	VERB
ajis02-3835	98	17	any	any	DET
ajis02-3835	98	18	possible	possible	ADJ
ajis02-3835	98	19	flaw	flaw	NOUN
ajis02-3835	98	20	in	in	ADP
ajis02-3835	98	21	this	this	DET
ajis02-3835	98	22	phase	phase	NOUN
ajis02-3835	98	23	can	can	AUX
ajis02-3835	98	24	have	have	VERB
ajis02-3835	98	25	an	an	DET
ajis02-3835	98	26	impact	impact	NOUN
ajis02-3835	98	27	on	on	ADP
ajis02-3835	98	28	the	the	DET
ajis02-3835	98	29	implementation	implementation	NOUN
ajis02-3835	98	30	and	and	CCONJ
ajis02-3835	98	31	use	use	NOUN
ajis02-3835	98	32	of	of	ADP
ajis02-3835	98	33	these	these	DET
ajis02-3835	98	34	systems	system	NOUN
ajis02-3835	98	35	(	(	PUNCT
ajis02-3835	98	36	marabelli	marabelli	PROPN
ajis02-3835	98	37	et	et	PROPN
ajis02-3835	98	38	al	al	PROPN
ajis02-3835	98	39	.	.	PROPN
ajis02-3835	98	40	,	,	PUNCT
ajis02-3835	98	41	2021	2021	NUM
ajis02-3835	98	42	)	)	PUNCT
ajis02-3835	98	43	.	.	PUNCT
ajis02-3835	99	1	a	a	DET
ajis02-3835	99	2	major	major	ADJ
ajis02-3835	99	3	challenge	challenge	NOUN
ajis02-3835	99	4	and	and	CCONJ
ajis02-3835	99	5	reason	reason	NOUN
ajis02-3835	99	6	for	for	ADP
ajis02-3835	99	7	such	such	ADJ
ajis02-3835	99	8	flaws	flaw	NOUN
ajis02-3835	99	9	in	in	ADP
ajis02-3835	99	10	the	the	DET
ajis02-3835	99	11	design	design	NOUN
ajis02-3835	99	12	of	of	ADP
ajis02-3835	99	13	such	such	ADJ
ajis02-3835	99	14	systems	system	NOUN
ajis02-3835	99	15	is	be	AUX
ajis02-3835	99	16	the	the	DET
ajis02-3835	99	17	misrepresentation	misrepresentation	NOUN
ajis02-3835	99	18	of	of	ADP
ajis02-3835	99	19	the	the	DET
ajis02-3835	99	20	datasets	dataset	NOUN
ajis02-3835	99	21	,	,	PUNCT
ajis02-3835	99	22	i.e.	i.e.	X
ajis02-3835	99	23	,	,	PUNCT
ajis02-3835	99	24	ones	one	NOUN
ajis02-3835	99	25	that	that	PRON
ajis02-3835	99	26	are	be	AUX
ajis02-3835	99	27	either	either	CCONJ
ajis02-3835	99	28	biased	biased	ADJ
ajis02-3835	99	29	,	,	PUNCT
ajis02-3835	99	30	incomplete	incomplete	ADJ
ajis02-3835	99	31	,	,	PUNCT
ajis02-3835	99	32	or	or	CCONJ
ajis02-3835	99	33	incorrect	incorrect	ADJ
ajis02-3835	99	34	(	(	PUNCT
ajis02-3835	99	35	marabelli	marabelli	PROPN
ajis02-3835	99	36	et	et	PROPN
ajis02-3835	99	37	al	al	PROPN
ajis02-3835	99	38	.	.	PROPN
ajis02-3835	99	39	,	,	PUNCT
ajis02-3835	99	40	2021	2021	NUM
ajis02-3835	99	41	)	)	PUNCT
ajis02-3835	99	42	.	.	PUNCT
ajis02-3835	100	1	according	accord	VERB
ajis02-3835	100	2	to	to	ADP
ajis02-3835	100	3	hayes	hayes	PROPN
ajis02-3835	100	4	et	et	PROPN
ajis02-3835	100	5	al	al	PROPN
ajis02-3835	100	6	.	.	PROPN
ajis02-3835	101	1	(	(	PUNCT
ajis02-3835	101	2	2020	2020	NUM
ajis02-3835	101	3	)	)	PUNCT
ajis02-3835	101	4	,	,	PUNCT
ajis02-3835	101	5	societal	societal	ADJ
ajis02-3835	101	6	gender	gender	NOUN
ajis02-3835	101	7	inequalities	inequality	NOUN
ajis02-3835	101	8	are	be	AUX
ajis02-3835	101	9	incorporated	incorporate	VERB
ajis02-3835	101	10	in	in	ADP
ajis02-3835	101	11	the	the	DET
ajis02-3835	101	12	ai	ai	PROPN
ajis02-3835	101	13	algorithms	algorithms	NOUN
ajis02-3835	101	14	datasets	dataset	NOUN
ajis02-3835	101	15	due	due	ADJ
ajis02-3835	101	16	to	to	ADP
ajis02-3835	101	17	unfair	unfair	ADJ
ajis02-3835	101	18	representation	representation	NOUN
ajis02-3835	101	19	of	of	ADP
ajis02-3835	101	20	datasets	dataset	NOUN
ajis02-3835	101	21	(	(	PUNCT
ajis02-3835	101	22	i.e.	i.e.	X
ajis02-3835	101	23	over	over	ADV
ajis02-3835	101	24	,	,	PUNCT
ajis02-3835	101	25	under	under	ADP
ajis02-3835	101	26	or	or	CCONJ
ajis02-3835	101	27	misrepresentation	misrepresentation	NOUN
ajis02-3835	101	28	of	of	ADP
ajis02-3835	101	29	certain	certain	ADJ
ajis02-3835	101	30	groups	group	NOUN
ajis02-3835	101	31	)	)	PUNCT
ajis02-3835	101	32	and	and	CCONJ
ajis02-3835	101	33	lack	lack	NOUN
ajis02-3835	101	34	of	of	ADP
ajis02-3835	101	35	gender	gender	NOUN
ajis02-3835	101	36	diversity	diversity	NOUN
ajis02-3835	101	37	in	in	ADP
ajis02-3835	101	38	the	the	DET
ajis02-3835	101	39	design	design	NOUN
ajis02-3835	101	40	of	of	ADP
ajis02-3835	101	41	aibased	aibased	ADJ
ajis02-3835	101	42	decision	decision	NOUN
ajis02-3835	101	43	-	-	PUNCT
ajis02-3835	101	44	making	make	VERB
ajis02-3835	101	45	systems	system	NOUN
ajis02-3835	101	46	that	that	PRON
ajis02-3835	101	47	create	create	VERB
ajis02-3835	101	48	‘	'	PUNCT
ajis02-3835	101	49	blind	blind	ADJ
ajis02-3835	101	50	spots	spot	NOUN
ajis02-3835	101	51	’	'	PUNCT
ajis02-3835	101	52	(	(	PUNCT
ajis02-3835	101	53	johnson	johnson	PROPN
ajis02-3835	101	54	,	,	PUNCT
ajis02-3835	101	55	2019	2019	NUM
ajis02-3835	101	56	;	;	PUNCT
ajis02-3835	101	57	lee	lee	PROPN
ajis02-3835	101	58	,	,	PUNCT
ajis02-3835	101	59	2018	2018	NUM
ajis02-3835	101	60	;	;	PUNCT
ajis02-3835	101	61	wang	wang	PROPN
ajis02-3835	101	62	,	,	PUNCT
ajis02-3835	101	63	2020	2020	NUM
ajis02-3835	101	64	;	;	PUNCT
ajis02-3835	101	65	martinez	martinez	PROPN
ajis02-3835	101	66	&	&	CCONJ
ajis02-3835	101	67	fernandez	fernandez	PROPN
ajis02-3835	101	68	,	,	PUNCT
ajis02-3835	101	69	2020	2020	NUM
ajis02-3835	101	70	;	;	PUNCT
ajis02-3835	101	71	clifton	clifton	PROPN
ajis02-3835	101	72	et	et	PROPN
ajis02-3835	101	73	al	al	PROPN
ajis02-3835	101	74	.	.	PROPN
ajis02-3835	101	75	,	,	PUNCT
ajis02-3835	101	76	2020	2020	NUM
ajis02-3835	101	77	)	)	PUNCT
ajis02-3835	101	78	.	.	PUNCT
ajis02-3835	102	1	based	base	VERB
ajis02-3835	102	2	on	on	ADP
ajis02-3835	102	3	our	our	PRON
ajis02-3835	102	4	literature	literature	NOUN
ajis02-3835	102	5	review	review	NOUN
ajis02-3835	102	6	,	,	PUNCT
ajis02-3835	102	7	the	the	DET
ajis02-3835	102	8	design	design	NOUN
ajis02-3835	102	9	and	and	CCONJ
ajis02-3835	102	10	implementation	implementation	NOUN
ajis02-3835	102	11	characteristics	characteristic	NOUN
ajis02-3835	102	12	are	be	AUX
ajis02-3835	102	13	found	find	VERB
ajis02-3835	102	14	to	to	PART
ajis02-3835	102	15	have	have	VERB
ajis02-3835	102	16	the	the	DET
ajis02-3835	102	17	following	follow	VERB
ajis02-3835	102	18	contributing	contribute	VERB
ajis02-3835	102	19	factors	factor	NOUN
ajis02-3835	102	20	.	.	PUNCT
ajis02-3835	103	1	figure	figure	VERB
ajis02-3835	103	2	3	3	NUM
ajis02-3835	103	3	.	.	PUNCT
ajis02-3835	103	4	characteristics	characteristic	NOUN
ajis02-3835	103	5	and	and	CCONJ
ajis02-3835	103	6	contributing	contribute	VERB
ajis02-3835	103	7	factors	factor	NOUN
ajis02-3835	103	8	of	of	ADP
ajis02-3835	103	9	gender	gender	NOUN
ajis02-3835	103	10	bias	bias	NOUN
ajis02-3835	103	11	in	in	ADP
ajis02-3835	103	12	ai	ai	NOUN
ajis02-3835	103	13	-	-	PUNCT
ajis02-3835	103	14	based	base	VERB
ajis02-3835	103	15	decision	decision	NOUN
ajis02-3835	103	16	-	-	PUNCT
ajis02-3835	103	17	making	make	VERB
ajis02-3835	103	18	systems	system	NOUN
ajis02-3835	103	19	biased	bias	VERB
ajis02-3835	103	20	training	training	NOUN
ajis02-3835	103	21	datasets	dataset	NOUN
ajis02-3835	103	22	are	be	AUX
ajis02-3835	103	23	patterns	pattern	NOUN
ajis02-3835	103	24	of	of	ADP
ajis02-3835	103	25	unfairness	unfairness	NOUN
ajis02-3835	103	26	in	in	ADP
ajis02-3835	103	27	datasets	dataset	NOUN
ajis02-3835	103	28	(	(	PUNCT
ajis02-3835	103	29	veale	veale	NOUN
ajis02-3835	103	30	&	&	CCONJ
ajis02-3835	103	31	binns	binn	NOUN
ajis02-3835	103	32	,	,	PUNCT
ajis02-3835	103	33	2017	2017	NUM
ajis02-3835	103	34	)	)	PUNCT
ajis02-3835	103	35	that	that	PRON
ajis02-3835	103	36	are	be	AUX
ajis02-3835	103	37	often	often	ADV
ajis02-3835	103	38	based	base	VERB
ajis02-3835	103	39	on	on	ADP
ajis02-3835	103	40	the	the	DET
ajis02-3835	103	41	underor	underor	NOUN
ajis02-3835	103	42	over	over	ADP
ajis02-3835	103	43	-	-	PUNCT
ajis02-3835	103	44	representation	representation	NOUN
ajis02-3835	103	45	of	of	ADP
ajis02-3835	103	46	social	social	ADJ
ajis02-3835	103	47	groups	group	NOUN
ajis02-3835	103	48	and	and	CCONJ
ajis02-3835	103	49	that	that	PRON
ajis02-3835	103	50	convert	convert	VERB
ajis02-3835	103	51	the	the	DET
ajis02-3835	103	52	computational	computational	ADJ
ajis02-3835	103	53	training	training	NOUN
ajis02-3835	103	54	processes	process	NOUN
ajis02-3835	103	55	to	to	ADP
ajis02-3835	103	56	a	a	DET
ajis02-3835	103	57	biased	bias	VERB
ajis02-3835	103	58	discriminative	discriminative	NOUN
ajis02-3835	103	59	decision	decision	NOUN
ajis02-3835	103	60	(	(	PUNCT
ajis02-3835	103	61	ntoutsi	ntoutsi	NOUN
ajis02-3835	103	62	et	et	PROPN
ajis02-3835	103	63	al	al	PROPN
ajis02-3835	103	64	.	.	PROPN
ajis02-3835	103	65	,	,	PUNCT
ajis02-3835	103	66	2019	2019	NUM
ajis02-3835	103	67	)	)	PUNCT
ajis02-3835	103	68	.	.	PUNCT
ajis02-3835	104	1	additionally	additionally	ADV
ajis02-3835	104	2	,	,	PUNCT
ajis02-3835	104	3	the	the	DET
ajis02-3835	104	4	correlation	correlation	NOUN
ajis02-3835	104	5	of	of	ADP
ajis02-3835	104	6	data	datum	NOUN
ajis02-3835	104	7	of	of	ADP
ajis02-3835	104	8	sensitive	sensitive	ADJ
ajis02-3835	104	9	variables	variable	NOUN
ajis02-3835	104	10	and	and	CCONJ
ajis02-3835	104	11	features	feature	NOUN
ajis02-3835	104	12	(	(	PUNCT
ajis02-3835	104	13	i.e.	i.e.	X
ajis02-3835	104	14	,	,	PUNCT
ajis02-3835	104	15	proxy	proxy	ADJ
ajis02-3835	104	16	variables	variable	NOUN
ajis02-3835	104	17	)	)	PUNCT
ajis02-3835	104	18	makes	make	VERB
ajis02-3835	104	19	its	its	PRON
ajis02-3835	104	20	way	way	NOUN
ajis02-3835	104	21	into	into	ADP
ajis02-3835	104	22	ai	ai	PRON
ajis02-3835	104	23	algorithms	algorithms	NOUN
ajis02-3835	104	24	and	and	CCONJ
ajis02-3835	104	25	modelling	modelling	NOUN
ajis02-3835	104	26	and	and	CCONJ
ajis02-3835	104	27	results	result	NOUN
ajis02-3835	104	28	in	in	ADP
ajis02-3835	104	29	biased	biased	ADJ
ajis02-3835	104	30	outcomes	outcome	NOUN
ajis02-3835	104	31	.	.	PUNCT
ajis02-3835	105	1	past	past	ADP
ajis02-3835	105	2	literature	literature	PROPN
ajis02-3835	105	3	has	have	AUX
ajis02-3835	105	4	noted	note	VERB
ajis02-3835	105	5	that	that	SCONJ
ajis02-3835	105	6	proxy	proxy	NOUN
ajis02-3835	105	7	variables	variable	NOUN
ajis02-3835	105	8	discriminate	discriminate	VERB
ajis02-3835	105	9	against	against	ADP
ajis02-3835	105	10	certain	certain	ADJ
ajis02-3835	105	11	groups	group	NOUN
ajis02-3835	105	12	(	(	PUNCT
ajis02-3835	105	13	e.g.	e.g.	ADV
ajis02-3835	105	14	,	,	PUNCT
ajis02-3835	105	15	salary	salary	NOUN
ajis02-3835	105	16	serving	serve	VERB
ajis02-3835	105	17	as	as	ADP
ajis02-3835	105	18	a	a	DET
ajis02-3835	105	19	proxy	proxy	NOUN
ajis02-3835	105	20	for	for	ADP
ajis02-3835	105	21	gender	gender	NOUN
ajis02-3835	105	22	and	and	CCONJ
ajis02-3835	105	23	zip	zip	NOUN
ajis02-3835	105	24	code	code	NOUN
ajis02-3835	105	25	serving	serve	VERB
ajis02-3835	105	26	as	as	ADP
ajis02-3835	105	27	a	a	DET
ajis02-3835	105	28	proxy	proxy	NOUN
ajis02-3835	105	29	for	for	ADP
ajis02-3835	105	30	background	background	NOUN
ajis02-3835	105	31	)	)	PUNCT
ajis02-3835	105	32	(	(	PUNCT
ajis02-3835	105	33	feuerriegel	feuerriegel	NOUN
ajis02-3835	105	34	et	et	PROPN
ajis02-3835	105	35	al	al	PROPN
ajis02-3835	105	36	.	.	PROPN
ajis02-3835	105	37	,	,	PUNCT
ajis02-3835	105	38	2020	2020	NUM
ajis02-3835	105	39	;	;	PUNCT
ajis02-3835	105	40	ahn	ahn	PROPN
ajis02-3835	105	41	&	&	CCONJ
ajis02-3835	105	42	lin	lin	PROPN
ajis02-3835	105	43	,	,	PUNCT
ajis02-3835	105	44	2020	2020	NUM
ajis02-3835	105	45	;	;	PUNCT
ajis02-3835	105	46	martinez	martinez	PROPN
ajis02-3835	105	47	&	&	CCONJ
ajis02-3835	105	48	fernandez	fernandez	PROPN
ajis02-3835	105	49	,	,	PUNCT
ajis02-3835	105	50	2020	2020	NUM
ajis02-3835	105	51	)	)	PUNCT
ajis02-3835	105	52	.	.	PUNCT
ajis02-3835	106	1	further	far	ADV
ajis02-3835	106	2	,	,	PUNCT
ajis02-3835	106	3	word	word	NOUN
ajis02-3835	106	4	embedding	embed	VERB
ajis02-3835	106	5	not	not	PART
ajis02-3835	106	6	only	only	ADV
ajis02-3835	106	7	preserves	preserve	VERB
ajis02-3835	106	8	the	the	DET
ajis02-3835	106	9	statistical	statistical	ADJ
ajis02-3835	106	10	relationship	relationship	NOUN
ajis02-3835	106	11	present	present	ADJ
ajis02-3835	106	12	in	in	ADP
ajis02-3835	106	13	the	the	DET
ajis02-3835	106	14	training	training	NOUN
ajis02-3835	106	15	data	datum	NOUN
ajis02-3835	106	16	but	but	CCONJ
ajis02-3835	106	17	also	also	ADV
ajis02-3835	106	18	places	place	VERB
ajis02-3835	106	19	co	co	ADJ
ajis02-3835	106	20	-	-	ADJ
ajis02-3835	106	21	occurring	occurring	ADJ
ajis02-3835	106	22	words	word	NOUN
ajis02-3835	106	23	close	close	ADV
ajis02-3835	106	24	to	to	ADP
ajis02-3835	106	25	each	each	DET
ajis02-3835	106	26	other	other	ADJ
ajis02-3835	106	27	,	,	PUNCT
ajis02-3835	106	28	such	such	ADJ
ajis02-3835	106	29	as	as	ADP
ajis02-3835	106	30	man	man	NOUN
ajis02-3835	106	31	is	be	AUX
ajis02-3835	106	32	to	to	ADP
ajis02-3835	106	33	king	king	NOUN
ajis02-3835	106	34	and	and	CCONJ
ajis02-3835	106	35	is	be	AUX
ajis02-3835	106	36	woman	woman	NOUN
ajis02-3835	106	37	to	to	ADP
ajis02-3835	106	38	queen	queen	NOUN
ajis02-3835	106	39	(	(	PUNCT
ajis02-3835	106	40	mikolov	mikolov	PROPN
ajis02-3835	106	41	et	et	PROPN
ajis02-3835	106	42	al	al	PROPN
ajis02-3835	106	43	.	.	PROPN
ajis02-3835	106	44	,	,	PUNCT
ajis02-3835	106	45	2013	2013	NUM
ajis02-3835	106	46	;	;	PUNCT
ajis02-3835	106	47	brunet	brunet	NOUN
ajis02-3835	106	48	et	et	PROPN
ajis02-3835	106	49	al	al	PROPN
ajis02-3835	106	50	.	.	PROPN
ajis02-3835	106	51	,	,	PUNCT
ajis02-3835	106	52	2019	2019	NUM
ajis02-3835	106	53	)	)	PUNCT
ajis02-3835	106	54	and	and	CCONJ
ajis02-3835	106	55	man	man	NOUN
ajis02-3835	106	56	is	be	AUX
ajis02-3835	106	57	to	to	PART
ajis02-3835	106	58	computer	computer	NOUN
ajis02-3835	106	59	programmer	programmer	NOUN
ajis02-3835	106	60	as	as	SCONJ
ajis02-3835	106	61	woman	woman	NOUN
ajis02-3835	106	62	is	be	AUX
ajis02-3835	106	63	to	to	ADP
ajis02-3835	106	64	homemaker	homemaker	NOUN
ajis02-3835	106	65	(	(	PUNCT
ajis02-3835	106	66	bolukbasi	bolukbasi	NOUN
ajis02-3835	106	67	et	et	PROPN
ajis02-3835	106	68	al	al	PROPN
ajis02-3835	106	69	.	.	PROPN
ajis02-3835	106	70	,	,	PUNCT
ajis02-3835	106	71	australasian	australasian	ADJ
ajis02-3835	106	72	journal	journal	NOUN
ajis02-3835	106	73	of	of	ADP
ajis02-3835	106	74	information	information	NOUN
ajis02-3835	106	75	systems	system	NOUN
ajis02-3835	106	76	nadeem	nadeem	PROPN
ajis02-3835	106	77	,	,	PUNCT
ajis02-3835	106	78	marjanovic	marjanovic	PROPN
ajis02-3835	106	79	&	&	CCONJ
ajis02-3835	106	80	abedin	abedin	PROPN
ajis02-3835	106	81	2022	2022	NUM
ajis02-3835	106	82	,	,	PUNCT
ajis02-3835	106	83	vol	vol	NOUN
ajis02-3835	106	84	26	26	NUM
ajis02-3835	106	85	,	,	PUNCT
ajis02-3835	106	86	selected	select	VERB
ajis02-3835	106	87	papers	paper	NOUN
ajis02-3835	106	88	from	from	ADP
ajis02-3835	106	89	acis	acis	PROPN
ajis02-3835	106	90	2020	2020	NUM
ajis02-3835	106	91	gender	gender	NOUN
ajis02-3835	106	92	bias	bias	NOUN
ajis02-3835	106	93	in	in	ADP
ajis02-3835	106	94	ai	ai	PROPN
ajis02-3835	106	95	8	8	NUM
ajis02-3835	106	96	2016	2016	NUM
ajis02-3835	106	97	;	;	PUNCT
ajis02-3835	106	98	brunet	brunet	NOUN
ajis02-3835	106	99	et	et	PROPN
ajis02-3835	106	100	al	al	PROPN
ajis02-3835	106	101	.	.	PROPN
ajis02-3835	106	102	,	,	PUNCT
ajis02-3835	106	103	2019	2019	NUM
ajis02-3835	106	104	)	)	PUNCT
ajis02-3835	106	105	.	.	PUNCT
ajis02-3835	107	1	also	also	ADV
ajis02-3835	107	2	,	,	PUNCT
ajis02-3835	107	3	gender	gender	NOUN
ajis02-3835	107	4	stereotyping	stereotyping	NOUN
ajis02-3835	107	5	is	be	AUX
ajis02-3835	107	6	predominant	predominant	ADJ
ajis02-3835	107	7	across	across	ADP
ajis02-3835	107	8	different	different	ADJ
ajis02-3835	107	9	word	word	NOUN
ajis02-3835	107	10	embedding	embed	VERB
ajis02-3835	107	11	practices	practice	NOUN
ajis02-3835	107	12	(	(	PUNCT
ajis02-3835	107	13	see	see	VERB
ajis02-3835	107	14	subsection	subsection	NOUN
ajis02-3835	107	15	4.1.3	4.1.3	NUM
ajis02-3835	107	16	)	)	PUNCT
ajis02-3835	107	17	and	and	CCONJ
ajis02-3835	107	18	as	as	ADP
ajis02-3835	107	19	such	such	ADJ
ajis02-3835	107	20	not	not	PART
ajis02-3835	107	21	an	an	DET
ajis02-3835	107	22	artefact	artefact	NOUN
ajis02-3835	107	23	of	of	ADP
ajis02-3835	107	24	a	a	DET
ajis02-3835	107	25	particular	particular	ADJ
ajis02-3835	107	26	word	word	NOUN
ajis02-3835	107	27	training	training	NOUN
ajis02-3835	107	28	corpus	corpus	NOUN
ajis02-3835	107	29	or	or	CCONJ
ajis02-3835	107	30	methodology	methodology	NOUN
ajis02-3835	107	31	(	(	PUNCT
ajis02-3835	107	32	bolukbasi	bolukbasi	NOUN
ajis02-3835	107	33	et	et	PROPN
ajis02-3835	107	34	al	al	PROPN
ajis02-3835	107	35	.	.	PROPN
ajis02-3835	107	36	,	,	PUNCT
ajis02-3835	107	37	2016	2016	NUM
ajis02-3835	107	38	)	)	PUNCT
ajis02-3835	107	39	.	.	PUNCT
ajis02-3835	108	1	for	for	ADP
ajis02-3835	108	2	instance	instance	NOUN
ajis02-3835	108	3	,	,	PUNCT
ajis02-3835	108	4	female	female	ADJ
ajis02-3835	108	5	pronouns	pronoun	NOUN
ajis02-3835	108	6	such	such	ADJ
ajis02-3835	108	7	as	as	ADP
ajis02-3835	108	8	her	she	PRON
ajis02-3835	108	9	or	or	CCONJ
ajis02-3835	108	10	she	she	PRON
ajis02-3835	108	11	,	,	PUNCT
ajis02-3835	108	12	and	and	CCONJ
ajis02-3835	108	13	the	the	DET
ajis02-3835	108	14	word	word	NOUN
ajis02-3835	108	15	woman	woman	NOUN
ajis02-3835	108	16	are	be	AUX
ajis02-3835	108	17	closely	closely	ADV
ajis02-3835	108	18	associated	associate	VERB
ajis02-3835	108	19	with	with	ADP
ajis02-3835	108	20	family	family	NOUN
ajis02-3835	108	21	and	and	CCONJ
ajis02-3835	108	22	arts	art	NOUN
ajis02-3835	108	23	,	,	PUNCT
ajis02-3835	108	24	while	while	SCONJ
ajis02-3835	108	25	the	the	DET
ajis02-3835	108	26	term	term	NOUN
ajis02-3835	108	27	male	male	NOUN
ajis02-3835	108	28	is	be	AUX
ajis02-3835	108	29	largely	largely	ADV
ajis02-3835	108	30	associated	associate	VERB
ajis02-3835	108	31	with	with	ADP
ajis02-3835	108	32	career	career	NOUN
ajis02-3835	108	33	,	,	PUNCT
ajis02-3835	108	34	intelligence	intelligence	NOUN
ajis02-3835	108	35	and	and	CCONJ
ajis02-3835	108	36	maths	math	NOUN
ajis02-3835	108	37	(	(	PUNCT
ajis02-3835	108	38	brunet	brunet	NOUN
ajis02-3835	108	39	et	et	PROPN
ajis02-3835	108	40	al	al	PROPN
ajis02-3835	108	41	.	.	PROPN
ajis02-3835	108	42	,	,	PUNCT
ajis02-3835	108	43	2019	2019	NUM
ajis02-3835	108	44	)	)	PUNCT
ajis02-3835	108	45	.	.	PUNCT
ajis02-3835	109	1	lack	lack	NOUN
ajis02-3835	109	2	of	of	ADP
ajis02-3835	109	3	gender	gender	NOUN
ajis02-3835	109	4	diversity	diversity	NOUN
ajis02-3835	109	5	in	in	ADP
ajis02-3835	109	6	ai	ai	PROPN
ajis02-3835	109	7	development	development	NOUN
ajis02-3835	109	8	teams	team	NOUN
ajis02-3835	109	9	as	as	SCONJ
ajis02-3835	109	10	shown	show	VERB
ajis02-3835	109	11	in	in	ADP
ajis02-3835	109	12	the	the	DET
ajis02-3835	109	13	literature	literature	NOUN
ajis02-3835	109	14	confirms	confirm	VERB
ajis02-3835	109	15	that	that	SCONJ
ajis02-3835	109	16	the	the	DET
ajis02-3835	109	17	gender	gender	NOUN
ajis02-3835	109	18	disparity	disparity	NOUN
ajis02-3835	109	19	in	in	ADP
ajis02-3835	109	20	systems	system	NOUN
ajis02-3835	109	21	and	and	CCONJ
ajis02-3835	109	22	software	software	NOUN
ajis02-3835	109	23	developers	developer	NOUN
ajis02-3835	109	24	and	and	CCONJ
ajis02-3835	109	25	data	datum	NOUN
ajis02-3835	109	26	miners	miner	NOUN
ajis02-3835	109	27	may	may	AUX
ajis02-3835	109	28	result	result	VERB
ajis02-3835	109	29	in	in	ADP
ajis02-3835	109	30	gender	gender	NOUN
ajis02-3835	109	31	bias	bias	NOUN
ajis02-3835	109	32	during	during	ADP
ajis02-3835	109	33	the	the	DET
ajis02-3835	109	34	training	training	NOUN
ajis02-3835	109	35	phase	phase	NOUN
ajis02-3835	109	36	of	of	ADP
ajis02-3835	109	37	the	the	DET
ajis02-3835	109	38	algorithms	algorithm	NOUN
ajis02-3835	109	39	of	of	ADP
ajis02-3835	109	40	ai	ai	NOUN
ajis02-3835	109	41	-	-	PUNCT
ajis02-3835	109	42	based	base	VERB
ajis02-3835	109	43	decision	decision	NOUN
ajis02-3835	109	44	-	-	PUNCT
ajis02-3835	109	45	making	make	VERB
ajis02-3835	109	46	systems	system	NOUN
ajis02-3835	109	47	(	(	PUNCT
ajis02-3835	109	48	clifton	clifton	PROPN
ajis02-3835	109	49	et	et	PROPN
ajis02-3835	109	50	al	al	PROPN
ajis02-3835	109	51	.	.	PROPN
ajis02-3835	109	52	,	,	PUNCT
ajis02-3835	109	53	2020	2020	NUM
ajis02-3835	109	54	;	;	PUNCT
ajis02-3835	109	55	johnson	johnson	PROPN
ajis02-3835	109	56	,	,	PUNCT
ajis02-3835	109	57	2019	2019	NUM
ajis02-3835	109	58	;	;	PUNCT
ajis02-3835	109	59	lee	lee	PROPN
ajis02-3835	109	60	,	,	PUNCT
ajis02-3835	109	61	2018	2018	NUM
ajis02-3835	109	62	;	;	PUNCT
ajis02-3835	109	63	martinez	martinez	PROPN
ajis02-3835	109	64	&	&	CCONJ
ajis02-3835	109	65	fernandez	fernandez	PROPN
ajis02-3835	109	66	,	,	PUNCT
ajis02-3835	109	67	2020	2020	NUM
ajis02-3835	109	68	;	;	PUNCT
ajis02-3835	109	69	wang	wang	PROPN
ajis02-3835	109	70	,	,	PUNCT
ajis02-3835	109	71	2020	2020	NUM
ajis02-3835	109	72	)	)	PUNCT
ajis02-3835	109	73	.	.	PUNCT
ajis02-3835	110	1	as	as	SCONJ
ajis02-3835	110	2	stated	state	VERB
ajis02-3835	110	3	by	by	ADP
ajis02-3835	110	4	feuerriegel	feuerriegel	NOUN
ajis02-3835	110	5	et	et	PROPN
ajis02-3835	110	6	al	al	PROPN
ajis02-3835	110	7	.	.	PROPN
ajis02-3835	111	1	(	(	PUNCT
ajis02-3835	111	2	2020	2020	NUM
ajis02-3835	111	3	)	)	PUNCT
ajis02-3835	111	4	,	,	PUNCT
ajis02-3835	111	5	the	the	DET
ajis02-3835	111	6	lack	lack	NOUN
ajis02-3835	111	7	of	of	ADP
ajis02-3835	111	8	gender	gender	NOUN
ajis02-3835	111	9	diversity	diversity	NOUN
ajis02-3835	111	10	in	in	ADP
ajis02-3835	111	11	ai	ai	PROPN
ajis02-3835	111	12	developers	developer	NOUN
ajis02-3835	111	13	and	and	CCONJ
ajis02-3835	111	14	other	other	ADJ
ajis02-3835	111	15	workers	worker	NOUN
ajis02-3835	111	16	in	in	ADP
ajis02-3835	111	17	science	science	NOUN
ajis02-3835	111	18	,	,	PUNCT
ajis02-3835	111	19	technology	technology	NOUN
ajis02-3835	111	20	,	,	PUNCT
ajis02-3835	111	21	engineering	engineering	NOUN
ajis02-3835	111	22	and	and	CCONJ
ajis02-3835	111	23	mathematics	mathematic	NOUN
ajis02-3835	111	24	(	(	PUNCT
ajis02-3835	111	25	stem	stem	NOUN
ajis02-3835	111	26	)	)	PUNCT
ajis02-3835	111	27	careers	career	NOUN
ajis02-3835	111	28	is	be	AUX
ajis02-3835	111	29	reflective	reflective	ADJ
ajis02-3835	111	30	of	of	ADP
ajis02-3835	111	31	a	a	DET
ajis02-3835	111	32	maledominated	maledominate	VERB
ajis02-3835	111	33	,	,	PUNCT
ajis02-3835	111	34	homogeneous	homogeneous	ADJ
ajis02-3835	111	35	it	it	PRON
ajis02-3835	111	36	industry	industry	NOUN
ajis02-3835	111	37	,	,	PUNCT
ajis02-3835	111	38	which	which	PRON
ajis02-3835	111	39	may	may	AUX
ajis02-3835	111	40	lead	lead	VERB
ajis02-3835	111	41	to	to	ADP
ajis02-3835	111	42	a	a	DET
ajis02-3835	111	43	lack	lack	NOUN
ajis02-3835	111	44	of	of	ADP
ajis02-3835	111	45	diversity	diversity	NOUN
ajis02-3835	111	46	of	of	ADP
ajis02-3835	111	47	mindsets	mindset	NOUN
ajis02-3835	111	48	in	in	ADP
ajis02-3835	111	49	development	development	NOUN
ajis02-3835	111	50	teams	team	NOUN
ajis02-3835	111	51	(	(	PUNCT
ajis02-3835	111	52	johnson	johnson	PROPN
ajis02-3835	111	53	,	,	PUNCT
ajis02-3835	111	54	2019	2019	NUM
ajis02-3835	111	55	;	;	PUNCT
ajis02-3835	111	56	lee	lee	PROPN
ajis02-3835	111	57	,	,	PUNCT
ajis02-3835	111	58	2018	2018	NUM
ajis02-3835	111	59	;	;	PUNCT
ajis02-3835	111	60	wang	wang	PROPN
ajis02-3835	111	61	,	,	PUNCT
ajis02-3835	111	62	2020	2020	NUM
ajis02-3835	111	63	)	)	PUNCT
ajis02-3835	111	64	that	that	PRON
ajis02-3835	111	65	develop	develop	VERB
ajis02-3835	111	66	ai	ai	NOUN
ajis02-3835	111	67	-	-	PUNCT
ajis02-3835	111	68	based	base	VERB
ajis02-3835	111	69	decisionmaking	decisionmake	VERB
ajis02-3835	111	70	systems	system	NOUN
ajis02-3835	111	71	.	.	PUNCT
ajis02-3835	112	1	in	in	ADP
ajis02-3835	112	2	turn	turn	NOUN
ajis02-3835	112	3	,	,	PUNCT
ajis02-3835	112	4	this	this	PRON
ajis02-3835	112	5	may	may	AUX
ajis02-3835	112	6	reinforce	reinforce	VERB
ajis02-3835	112	7	the	the	DET
ajis02-3835	112	8	dominance	dominance	NOUN
ajis02-3835	112	9	of	of	ADP
ajis02-3835	112	10	one	one	NUM
ajis02-3835	112	11	gender	gender	NOUN
ajis02-3835	112	12	(	(	PUNCT
ajis02-3835	112	13	male	male	NOUN
ajis02-3835	112	14	)	)	PUNCT
ajis02-3835	112	15	and	and	CCONJ
ajis02-3835	112	16	control	control	NOUN
ajis02-3835	112	17	over	over	ADP
ajis02-3835	112	18	algorithms	algorithm	NOUN
ajis02-3835	112	19	and	and	CCONJ
ajis02-3835	112	20	decisions	decision	NOUN
ajis02-3835	112	21	,	,	PUNCT
ajis02-3835	112	22	yielding	yield	VERB
ajis02-3835	112	23	gender	gender	NOUN
ajis02-3835	112	24	-	-	PUNCT
ajis02-3835	112	25	biased	bias	VERB
ajis02-3835	112	26	outcomes	outcome	NOUN
ajis02-3835	112	27	.	.	PUNCT
ajis02-3835	113	1	for	for	ADP
ajis02-3835	113	2	instance	instance	NOUN
ajis02-3835	113	3	,	,	PUNCT
ajis02-3835	113	4	facial	facial	ADJ
ajis02-3835	113	5	recognition	recognition	NOUN
ajis02-3835	113	6	software	software	NOUN
ajis02-3835	113	7	being	be	AUX
ajis02-3835	113	8	used	use	VERB
ajis02-3835	113	9	in	in	ADP
ajis02-3835	113	10	usa	usa	PROPN
ajis02-3835	113	11	in	in	ADP
ajis02-3835	113	12	2015	2015	NUM
ajis02-3835	113	13	was	be	AUX
ajis02-3835	113	14	unable	unable	ADJ
ajis02-3835	113	15	to	to	PART
ajis02-3835	113	16	handle	handle	VERB
ajis02-3835	113	17	diversity	diversity	NOUN
ajis02-3835	113	18	well	well	ADV
ajis02-3835	113	19	(	(	PUNCT
ajis02-3835	113	20	daugherty	daugherty	PROPN
ajis02-3835	113	21	et	et	PROPN
ajis02-3835	113	22	al	al	PROPN
ajis02-3835	113	23	.	.	PROPN
ajis02-3835	113	24	,	,	PUNCT
ajis02-3835	113	25	2018	2018	NUM
ajis02-3835	113	26	;	;	PUNCT
ajis02-3835	113	27	otterloo	otterloo	PROPN
ajis02-3835	113	28	,	,	PUNCT
ajis02-3835	113	29	2019	2019	NUM
ajis02-3835	113	30	)	)	PUNCT
ajis02-3835	113	31	,	,	PUNCT
ajis02-3835	113	32	and	and	CCONJ
ajis02-3835	113	33	a	a	DET
ajis02-3835	113	34	huge	huge	ADJ
ajis02-3835	113	35	amount	amount	NOUN
ajis02-3835	113	36	of	of	ADP
ajis02-3835	113	37	research	research	NOUN
ajis02-3835	113	38	has	have	AUX
ajis02-3835	113	39	examined	examine	VERB
ajis02-3835	113	40	the	the	DET
ajis02-3835	113	41	difference	difference	NOUN
ajis02-3835	113	42	in	in	ADP
ajis02-3835	113	43	treatments	treatment	NOUN
ajis02-3835	113	44	of	of	ADP
ajis02-3835	113	45	men	man	NOUN
ajis02-3835	113	46	and	and	CCONJ
ajis02-3835	113	47	women	woman	NOUN
ajis02-3835	113	48	in	in	ADP
ajis02-3835	113	49	us	us	PROPN
ajis02-3835	113	50	criminal	criminal	ADJ
ajis02-3835	113	51	justice	justice	NOUN
ajis02-3835	113	52	,	,	PUNCT
ajis02-3835	113	53	with	with	ADP
ajis02-3835	113	54	women	woman	NOUN
ajis02-3835	113	55	being	be	AUX
ajis02-3835	113	56	more	more	ADV
ajis02-3835	113	57	likely	likely	ADJ
ajis02-3835	113	58	to	to	PART
ajis02-3835	113	59	be	be	AUX
ajis02-3835	113	60	arrested	arrest	VERB
ajis02-3835	113	61	and	and	CCONJ
ajis02-3835	113	62	sentenced	sentence	VERB
ajis02-3835	113	63	than	than	ADP
ajis02-3835	113	64	men	man	NOUN
ajis02-3835	113	65	(	(	PUNCT
ajis02-3835	113	66	kulik	kulik	PROPN
ajis02-3835	113	67	et	et	PROPN
ajis02-3835	113	68	al	al	PROPN
ajis02-3835	113	69	.	.	PROPN
ajis02-3835	113	70	,	,	PUNCT
ajis02-3835	113	71	1996	1996	NUM
ajis02-3835	113	72	)	)	PUNCT
ajis02-3835	113	73	.	.	PUNCT
ajis02-3835	114	1	further	far	ADV
ajis02-3835	114	2	,	,	PUNCT
ajis02-3835	114	3	lambrecht	lambrecht	PROPN
ajis02-3835	114	4	&	&	CCONJ
ajis02-3835	114	5	tucker	tucker	PROPN
ajis02-3835	114	6	(	(	PUNCT
ajis02-3835	114	7	2019	2019	NUM
ajis02-3835	114	8	)	)	PUNCT
ajis02-3835	114	9	investigated	investigate	VERB
ajis02-3835	114	10	how	how	SCONJ
ajis02-3835	114	11	advertisements	advertisement	NOUN
ajis02-3835	114	12	promoting	promote	VERB
ajis02-3835	114	13	job	job	NOUN
ajis02-3835	114	14	opportunities	opportunity	NOUN
ajis02-3835	114	15	in	in	ADP
ajis02-3835	114	16	stem	stem	NOUN
ajis02-3835	114	17	are	be	AUX
ajis02-3835	114	18	viewed	view	VERB
ajis02-3835	114	19	by	by	ADP
ajis02-3835	114	20	more	more	ADJ
ajis02-3835	114	21	men	man	NOUN
ajis02-3835	114	22	than	than	ADP
ajis02-3835	114	23	women	woman	NOUN
ajis02-3835	114	24	,	,	PUNCT
ajis02-3835	114	25	which	which	PRON
ajis02-3835	114	26	eventually	eventually	ADV
ajis02-3835	114	27	results	result	VERB
ajis02-3835	114	28	in	in	ADP
ajis02-3835	114	29	fewer	few	ADJ
ajis02-3835	114	30	women	woman	NOUN
ajis02-3835	114	31	’s	’s	PART
ajis02-3835	114	32	applications	application	NOUN
ajis02-3835	114	33	for	for	ADP
ajis02-3835	114	34	stem	stem	NOUN
ajis02-3835	114	35	jobs	job	NOUN
ajis02-3835	114	36	.	.	PUNCT
ajis02-3835	115	1	the	the	DET
ajis02-3835	115	2	lack	lack	NOUN
ajis02-3835	115	3	of	of	ADP
ajis02-3835	115	4	human	human	ADJ
ajis02-3835	115	5	feedback	feedback	NOUN
ajis02-3835	115	6	and	and	CCONJ
ajis02-3835	115	7	‘	'	PUNCT
ajis02-3835	115	8	humans	human	NOUN
ajis02-3835	115	9	-	-	PUNCT
ajis02-3835	115	10	in	in	ADP
ajis02-3835	115	11	-	-	PUNCT
ajis02-3835	115	12	the	the	DET
ajis02-3835	115	13	-	-	PUNCT
ajis02-3835	115	14	loop	loop	NOUN
ajis02-3835	115	15	’	'	PUNCT
ajis02-3835	115	16	in	in	ADP
ajis02-3835	115	17	ai	ai	NOUN
ajis02-3835	115	18	-	-	PUNCT
ajis02-3835	115	19	based	base	VERB
ajis02-3835	115	20	decision	decision	NOUN
ajis02-3835	115	21	-	-	PUNCT
ajis02-3835	115	22	making	make	VERB
ajis02-3835	115	23	systems	system	NOUN
ajis02-3835	115	24	may	may	AUX
ajis02-3835	115	25	also	also	ADV
ajis02-3835	115	26	amplify	amplify	VERB
ajis02-3835	115	27	existing	exist	VERB
ajis02-3835	115	28	bias	bias	NOUN
ajis02-3835	115	29	(	(	PUNCT
ajis02-3835	115	30	johnson	johnson	PROPN
ajis02-3835	115	31	,	,	PUNCT
ajis02-3835	115	32	2019	2019	NUM
ajis02-3835	115	33	;	;	PUNCT
ajis02-3835	115	34	miron	miron	PROPN
ajis02-3835	115	35	et	et	PROPN
ajis02-3835	115	36	al	al	PROPN
ajis02-3835	115	37	.	.	PROPN
ajis02-3835	115	38	,	,	PUNCT
ajis02-3835	115	39	2020	2020	NUM
ajis02-3835	115	40	)	)	PUNCT
ajis02-3835	115	41	as	as	ADV
ajis02-3835	115	42	well	well	ADV
ajis02-3835	115	43	as	as	ADP
ajis02-3835	115	44	the	the	DET
ajis02-3835	115	45	choice	choice	NOUN
ajis02-3835	115	46	and	and	CCONJ
ajis02-3835	115	47	application	application	NOUN
ajis02-3835	115	48	of	of	ADP
ajis02-3835	115	49	certain	certain	ADJ
ajis02-3835	115	50	modelling	modelling	NOUN
ajis02-3835	115	51	approaches	approach	NOUN
ajis02-3835	115	52	during	during	ADP
ajis02-3835	115	53	the	the	DET
ajis02-3835	115	54	training	training	NOUN
ajis02-3835	115	55	of	of	ADP
ajis02-3835	115	56	the	the	DET
ajis02-3835	115	57	algorithms	algorithm	NOUN
ajis02-3835	115	58	(	(	PUNCT
ajis02-3835	115	59	chen	chen	PROPN
ajis02-3835	115	60	,	,	PUNCT
ajis02-3835	115	61	et	et	PROPN
ajis02-3835	115	62	al	al	PROPN
ajis02-3835	115	63	.	.	PROPN
ajis02-3835	115	64	,	,	PUNCT
ajis02-3835	115	65	2019	2019	NUM
ajis02-3835	115	66	,	,	PUNCT
ajis02-3835	115	67	feuerriegel	feuerriegel	NOUN
ajis02-3835	115	68	et	et	PROPN
ajis02-3835	115	69	al	al	PROPN
ajis02-3835	115	70	.	.	PROPN
ajis02-3835	115	71	,	,	PUNCT
ajis02-3835	115	72	2020	2020	NUM
ajis02-3835	115	73	;)	;)	PUNCT
ajis02-3835	115	74	.	.	PUNCT
ajis02-3835	116	1	once	once	ADV
ajis02-3835	116	2	inscribed	inscribe	VERB
ajis02-3835	116	3	into	into	ADP
ajis02-3835	116	4	the	the	DET
ajis02-3835	116	5	algorithmic	algorithmic	ADJ
ajis02-3835	116	6	training	training	NOUN
ajis02-3835	116	7	datasets	dataset	NOUN
ajis02-3835	116	8	,	,	PUNCT
ajis02-3835	116	9	this	this	DET
ajis02-3835	116	10	bias	bias	NOUN
ajis02-3835	116	11	is	be	AUX
ajis02-3835	116	12	perpetuated	perpetuate	VERB
ajis02-3835	116	13	due	due	ADP
ajis02-3835	116	14	to	to	ADP
ajis02-3835	116	15	the	the	DET
ajis02-3835	116	16	systems	system	NOUN
ajis02-3835	116	17	’	’	PART
ajis02-3835	116	18	self	self	NOUN
ajis02-3835	116	19	-	-	PUNCT
ajis02-3835	116	20	training	training	NOUN
ajis02-3835	116	21	.	.	PUNCT
ajis02-3835	117	1	research	research	NOUN
ajis02-3835	117	2	found	find	VERB
ajis02-3835	117	3	that	that	SCONJ
ajis02-3835	117	4	some	some	DET
ajis02-3835	117	5	ai	ai	AUX
ajis02-3835	117	6	-	-	PUNCT
ajis02-3835	117	7	based	base	VERB
ajis02-3835	117	8	decisionmaking	decisionmake	VERB
ajis02-3835	117	9	systems	system	NOUN
ajis02-3835	117	10	work	work	VERB
ajis02-3835	117	11	better	well	ADV
ajis02-3835	117	12	for	for	ADP
ajis02-3835	117	13	certain	certain	ADJ
ajis02-3835	117	14	groups	group	NOUN
ajis02-3835	117	15	of	of	ADP
ajis02-3835	117	16	people	people	NOUN
ajis02-3835	117	17	over	over	ADP
ajis02-3835	117	18	time	time	NOUN
ajis02-3835	117	19	,	,	PUNCT
ajis02-3835	117	20	thus	thus	ADV
ajis02-3835	117	21	perpetuating	perpetuate	VERB
ajis02-3835	117	22	inequalities	inequality	NOUN
ajis02-3835	117	23	in	in	ADP
ajis02-3835	117	24	society	society	NOUN
ajis02-3835	117	25	by	by	ADP
ajis02-3835	117	26	learning	learn	VERB
ajis02-3835	117	27	through	through	ADP
ajis02-3835	117	28	biased	biased	ADJ
ajis02-3835	117	29	outcomes	outcome	NOUN
ajis02-3835	117	30	.	.	PUNCT
ajis02-3835	118	1	for	for	ADP
ajis02-3835	118	2	instance	instance	NOUN
ajis02-3835	118	3	,	,	PUNCT
ajis02-3835	118	4	teodorescu	teodorescu	PROPN
ajis02-3835	118	5	et	et	PROPN
ajis02-3835	118	6	al	al	PROPN
ajis02-3835	118	7	.	.	PROPN
ajis02-3835	119	1	(	(	PUNCT
ajis02-3835	119	2	2021	2021	NUM
ajis02-3835	119	3	)	)	PUNCT
ajis02-3835	119	4	uncovered	uncover	VERB
ajis02-3835	119	5	that	that	SCONJ
ajis02-3835	119	6	gender	gender	NOUN
ajis02-3835	119	7	disparity	disparity	NOUN
ajis02-3835	119	8	was	be	AUX
ajis02-3835	119	9	perpetuated	perpetuate	VERB
ajis02-3835	119	10	by	by	ADP
ajis02-3835	119	11	facebook	facebook	PROPN
ajis02-3835	119	12	advertisements	advertisement	NOUN
ajis02-3835	119	13	’	'	PUNCT
ajis02-3835	119	14	targeted	target	VERB
ajis02-3835	119	15	job	job	NOUN
ajis02-3835	119	16	posting	post	VERB
ajis02-3835	119	17	algorithms	algorithm	NOUN
ajis02-3835	119	18	in	in	ADP
ajis02-3835	119	19	which	which	PRON
ajis02-3835	119	20	female	female	ADJ
ajis02-3835	119	21	applicants	applicant	NOUN
ajis02-3835	119	22	failed	fail	VERB
ajis02-3835	119	23	to	to	PART
ajis02-3835	119	24	see	see	VERB
ajis02-3835	119	25	the	the	DET
ajis02-3835	119	26	job	job	NOUN
ajis02-3835	119	27	advertisements	advertisement	NOUN
ajis02-3835	119	28	of	of	ADP
ajis02-3835	119	29	companies	company	NOUN
ajis02-3835	119	30	that	that	PRON
ajis02-3835	119	31	predominately	predominately	ADV
ajis02-3835	119	32	hired	hire	VERB
ajis02-3835	119	33	male	male	ADJ
ajis02-3835	119	34	applicants	applicant	NOUN
ajis02-3835	119	35	.	.	PUNCT
ajis02-3835	120	1	hence	hence	ADV
ajis02-3835	120	2	,	,	PUNCT
ajis02-3835	120	3	if	if	SCONJ
ajis02-3835	120	4	such	such	ADJ
ajis02-3835	120	5	algorithms	algorithm	NOUN
ajis02-3835	120	6	are	be	AUX
ajis02-3835	120	7	opaque	opaque	ADJ
ajis02-3835	120	8	and	and	CCONJ
ajis02-3835	120	9	complex	complex	ADJ
ajis02-3835	120	10	(	(	PUNCT
ajis02-3835	120	11	miron	miron	PROPN
ajis02-3835	120	12	et	et	PROPN
ajis02-3835	120	13	al	al	PROPN
ajis02-3835	120	14	.	.	PROPN
ajis02-3835	120	15	,	,	PUNCT
ajis02-3835	120	16	2020	2020	NUM
ajis02-3835	120	17	)	)	PUNCT
ajis02-3835	121	1	they	they	PRON
ajis02-3835	121	2	may	may	AUX
ajis02-3835	121	3	re	re	VERB
ajis02-3835	121	4	-	-	VERB
ajis02-3835	121	5	enforce	enforce	VERB
ajis02-3835	121	6	their	their	PRON
ajis02-3835	121	7	creators	creator	NOUN
ajis02-3835	121	8	’	'	PUNCT
ajis02-3835	121	9	,	,	PUNCT
ajis02-3835	121	10	programmers	programmer	NOUN
ajis02-3835	121	11	’	'	PUNCT
ajis02-3835	121	12	,	,	PUNCT
ajis02-3835	121	13	developers	developer	NOUN
ajis02-3835	121	14	’	'	PUNCT
ajis02-3835	121	15	,	,	PUNCT
ajis02-3835	121	16	designers	designer	NOUN
ajis02-3835	121	17	’	'	PUNCT
ajis02-3835	121	18	,	,	PUNCT
ajis02-3835	121	19	software	software	NOUN
ajis02-3835	121	20	engineers	engineer	NOUN
ajis02-3835	121	21	’	'	PUNCT
ajis02-3835	121	22	and	and	CCONJ
ajis02-3835	121	23	data	datum	NOUN
ajis02-3835	121	24	miners	miner	NOUN
ajis02-3835	121	25	’	'	PUNCT
ajis02-3835	121	26	bias	bias	NOUN
ajis02-3835	121	27	(	(	PUNCT
ajis02-3835	121	28	hayes	hayes	PROPN
ajis02-3835	121	29	et	et	PROPN
ajis02-3835	121	30	al	al	PROPN
ajis02-3835	121	31	.	.	PROPN
ajis02-3835	121	32	,	,	PUNCT
ajis02-3835	121	33	2020	2020	NUM
ajis02-3835	121	34	;	;	PUNCT
ajis02-3835	121	35	miron	miron	PROPN
ajis02-3835	121	36	et	et	PROPN
ajis02-3835	121	37	al	al	PROPN
ajis02-3835	121	38	.	.	PROPN
ajis02-3835	121	39	,	,	PUNCT
ajis02-3835	121	40	2020	2020	NUM
ajis02-3835	121	41	;	;	PUNCT
ajis02-3835	121	42	ntoutsi	ntoutsi	PROPN
ajis02-3835	121	43	et	et	PROPN
ajis02-3835	121	44	al	al	PROPN
ajis02-3835	121	45	.	.	PROPN
ajis02-3835	121	46	,	,	PUNCT
ajis02-3835	121	47	2019	2019	NUM
ajis02-3835	121	48	;	;	PUNCT
ajis02-3835	121	49	wang	wang	PROPN
ajis02-3835	121	50	,	,	PUNCT
ajis02-3835	121	51	2020	2020	NUM
ajis02-3835	121	52	)	)	PUNCT
ajis02-3835	121	53	,	,	PUNCT
ajis02-3835	121	54	further	far	ADV
ajis02-3835	121	55	yielding	yield	VERB
ajis02-3835	121	56	gender	gender	NOUN
ajis02-3835	121	57	bias	bias	NOUN
ajis02-3835	121	58	in	in	ADP
ajis02-3835	121	59	ai	ai	ADV
ajis02-3835	121	60	-	-	PUNCT
ajis02-3835	121	61	based	base	VERB
ajis02-3835	121	62	decisionmaking	decisionmake	VERB
ajis02-3835	121	63	systems	system	NOUN
ajis02-3835	121	64	.	.	PUNCT
ajis02-3835	122	1	the	the	DET
ajis02-3835	122	2	lack	lack	NOUN
ajis02-3835	122	3	of	of	ADP
ajis02-3835	122	4	proper	proper	ADJ
ajis02-3835	122	5	testing	testing	NOUN
ajis02-3835	122	6	of	of	ADP
ajis02-3835	122	7	an	an	DET
ajis02-3835	122	8	algorithm	algorithm	NOUN
ajis02-3835	122	9	for	for	ADP
ajis02-3835	122	10	specific	specific	ADJ
ajis02-3835	122	11	contexts	context	NOUN
ajis02-3835	122	12	may	may	AUX
ajis02-3835	122	13	lead	lead	VERB
ajis02-3835	122	14	to	to	ADP
ajis02-3835	122	15	decisions	decision	NOUN
ajis02-3835	122	16	that	that	PRON
ajis02-3835	122	17	disadvantage	disadvantage	VERB
ajis02-3835	122	18	certain	certain	ADJ
ajis02-3835	122	19	social	social	ADJ
ajis02-3835	122	20	groups	group	NOUN
ajis02-3835	122	21	in	in	ADP
ajis02-3835	122	22	society	society	NOUN
ajis02-3835	122	23	(	(	PUNCT
ajis02-3835	122	24	qureshi	qureshi	PROPN
ajis02-3835	122	25	et	et	PROPN
ajis02-3835	122	26	al	al	PROPN
ajis02-3835	122	27	.	.	PROPN
ajis02-3835	122	28	,	,	PUNCT
ajis02-3835	122	29	2020	2020	NUM
ajis02-3835	122	30	)	)	PUNCT
ajis02-3835	122	31	.	.	PUNCT
ajis02-3835	123	1	in	in	ADP
ajis02-3835	123	2	the	the	DET
ajis02-3835	123	3	context	context	NOUN
ajis02-3835	123	4	of	of	ADP
ajis02-3835	123	5	ai	ai	NOUN
ajis02-3835	123	6	-	-	PUNCT
ajis02-3835	123	7	based	base	VERB
ajis02-3835	123	8	decision	decision	NOUN
ajis02-3835	123	9	-	-	PUNCT
ajis02-3835	123	10	making	make	VERB
ajis02-3835	123	11	systems	system	NOUN
ajis02-3835	123	12	,	,	PUNCT
ajis02-3835	123	13	important	important	ADJ
ajis02-3835	123	14	contextual	contextual	ADJ
ajis02-3835	123	15	and	and	CCONJ
ajis02-3835	123	16	external	external	ADJ
ajis02-3835	123	17	factors	factor	NOUN
ajis02-3835	123	18	are	be	AUX
ajis02-3835	123	19	often	often	ADV
ajis02-3835	123	20	left	leave	VERB
ajis02-3835	123	21	unnoticed	unnoticed	ADJ
ajis02-3835	123	22	(	(	PUNCT
ajis02-3835	123	23	marabelli	marabelli	PROPN
ajis02-3835	123	24	et	et	PROPN
ajis02-3835	123	25	al	al	PROPN
ajis02-3835	123	26	.	.	PROPN
ajis02-3835	123	27	,	,	PUNCT
ajis02-3835	123	28	2021	2021	NUM
ajis02-3835	123	29	)	)	PUNCT
ajis02-3835	123	30	.	.	PUNCT
ajis02-3835	124	1	such	such	ADJ
ajis02-3835	124	2	contextual	contextual	ADJ
ajis02-3835	124	3	and	and	CCONJ
ajis02-3835	124	4	external	external	ADJ
ajis02-3835	124	5	factors	factor	NOUN
ajis02-3835	124	6	like	like	ADP
ajis02-3835	124	7	third	third	ADJ
ajis02-3835	124	8	parties	party	NOUN
ajis02-3835	124	9	collecting	collect	VERB
ajis02-3835	124	10	the	the	DET
ajis02-3835	124	11	data	datum	NOUN
ajis02-3835	124	12	,	,	PUNCT
ajis02-3835	124	13	in	in	ADP
ajis02-3835	124	14	the	the	DET
ajis02-3835	124	15	process	process	NOUN
ajis02-3835	124	16	might	might	AUX
ajis02-3835	124	17	omit	omit	VERB
ajis02-3835	124	18	some	some	DET
ajis02-3835	124	19	important	important	ADJ
ajis02-3835	124	20	variables	variable	NOUN
ajis02-3835	124	21	(	(	PUNCT
ajis02-3835	124	22	johnson	johnson	PROPN
ajis02-3835	124	23	2019	2019	NUM
ajis02-3835	124	24	;	;	PUNCT
ajis02-3835	124	25	ntoutsi	ntoutsi	PROPN
ajis02-3835	124	26	et	et	PROPN
ajis02-3835	124	27	al	al	PROPN
ajis02-3835	124	28	.	.	PROPN
ajis02-3835	124	29	,	,	PUNCT
ajis02-3835	124	30	2019	2019	NUM
ajis02-3835	124	31	)	)	PUNCT
ajis02-3835	124	32	and	and	CCONJ
ajis02-3835	124	33	the	the	DET
ajis02-3835	124	34	lack	lack	NOUN
ajis02-3835	124	35	of	of	ADP
ajis02-3835	124	36	proper	proper	ADJ
ajis02-3835	124	37	testing	testing	NOUN
ajis02-3835	124	38	of	of	ADP
ajis02-3835	124	39	an	an	DET
ajis02-3835	124	40	algorithm	algorithm	NOUN
ajis02-3835	124	41	for	for	ADP
ajis02-3835	124	42	specific	specific	ADJ
ajis02-3835	124	43	contexts	context	NOUN
ajis02-3835	124	44	may	may	AUX
ajis02-3835	124	45	lead	lead	VERB
ajis02-3835	124	46	to	to	ADP
ajis02-3835	124	47	decisions	decision	NOUN
ajis02-3835	124	48	that	that	PRON
ajis02-3835	124	49	disadvantage	disadvantage	VERB
ajis02-3835	124	50	certain	certain	ADJ
ajis02-3835	124	51	social	social	ADJ
ajis02-3835	124	52	groups	group	NOUN
ajis02-3835	124	53	in	in	ADP
ajis02-3835	124	54	society	society	NOUN
ajis02-3835	124	55	(	(	PUNCT
ajis02-3835	124	56	qureshi	qureshi	PROPN
ajis02-3835	124	57	et	et	PROPN
ajis02-3835	124	58	al	al	PROPN
ajis02-3835	124	59	.	.	PROPN
ajis02-3835	124	60	,	,	PUNCT
ajis02-3835	124	61	2020	2020	NUM
ajis02-3835	124	62	)	)	PUNCT
ajis02-3835	124	63	.	.	PUNCT
ajis02-3835	125	1	australasian	australasian	ADJ
ajis02-3835	125	2	journal	journal	NOUN
ajis02-3835	125	3	of	of	ADP
ajis02-3835	125	4	information	information	NOUN
ajis02-3835	125	5	systems	system	NOUN
ajis02-3835	125	6	nadeem	nadeem	PROPN
ajis02-3835	125	7	,	,	PUNCT
ajis02-3835	125	8	marjanovic	marjanovic	PROPN
ajis02-3835	125	9	&	&	CCONJ
ajis02-3835	125	10	abedin	abedin	PROPN
ajis02-3835	125	11	2022	2022	NUM
ajis02-3835	125	12	,	,	PUNCT
ajis02-3835	125	13	vol	vol	NOUN
ajis02-3835	125	14	26	26	NUM
ajis02-3835	125	15	,	,	PUNCT
ajis02-3835	125	16	selected	select	VERB
ajis02-3835	125	17	papers	paper	NOUN
ajis02-3835	125	18	from	from	ADP
ajis02-3835	125	19	acis	acis	PROPN
ajis02-3835	125	20	2020	2020	NUM
ajis02-3835	125	21	gender	gender	NOUN
ajis02-3835	125	22	bias	bias	NOUN
ajis02-3835	125	23	in	in	ADP
ajis02-3835	125	24	ai	ai	PROPN
ajis02-3835	125	25	9	9	NUM
ajis02-3835	125	26	4.1.2	4.1.2	NUM
ajis02-3835	125	27	institutional	institutional	ADJ
ajis02-3835	125	28	characteristics	characteristic	NOUN
ajis02-3835	125	29	gender	gender	NOUN
ajis02-3835	125	30	bias	bias	NOUN
ajis02-3835	125	31	in	in	ADP
ajis02-3835	125	32	ai	ai	NOUN
ajis02-3835	125	33	-	-	PUNCT
ajis02-3835	125	34	based	base	VERB
ajis02-3835	125	35	decision	decision	NOUN
ajis02-3835	125	36	-	-	PUNCT
ajis02-3835	125	37	making	make	VERB
ajis02-3835	125	38	systems	system	NOUN
ajis02-3835	125	39	is	be	AUX
ajis02-3835	125	40	also	also	ADV
ajis02-3835	125	41	manifested	manifest	VERB
ajis02-3835	125	42	within	within	ADP
ajis02-3835	125	43	institutions	institution	NOUN
ajis02-3835	125	44	,	,	PUNCT
ajis02-3835	125	45	with	with	ADP
ajis02-3835	125	46	gender	gender	NOUN
ajis02-3835	125	47	-	-	PUNCT
ajis02-3835	125	48	biased	bias	VERB
ajis02-3835	125	49	decisions	decision	NOUN
ajis02-3835	125	50	reported	report	VERB
ajis02-3835	125	51	to	to	PART
ajis02-3835	125	52	be	be	AUX
ajis02-3835	125	53	influenced	influence	VERB
ajis02-3835	125	54	by	by	ADP
ajis02-3835	125	55	a	a	DET
ajis02-3835	125	56	broader	broad	ADJ
ajis02-3835	125	57	societal	societal	ADJ
ajis02-3835	125	58	context	context	NOUN
ajis02-3835	125	59	(	(	PUNCT
ajis02-3835	125	60	see	see	AUX
ajis02-3835	125	61	also	also	ADV
ajis02-3835	125	62	subsection	subsection	NOUN
ajis02-3835	125	63	4.1.3	4.1.3	NUM
ajis02-3835	125	64	)	)	PUNCT
ajis02-3835	125	65	.	.	PUNCT
ajis02-3835	126	1	ai	ai	VERB
ajis02-3835	126	2	-	-	PUNCT
ajis02-3835	126	3	based	base	VERB
ajis02-3835	126	4	decision	decision	NOUN
ajis02-3835	126	5	-	-	PUNCT
ajis02-3835	126	6	making	make	VERB
ajis02-3835	126	7	systems	system	NOUN
ajis02-3835	126	8	both	both	CCONJ
ajis02-3835	126	9	reflect	reflect	VERB
ajis02-3835	126	10	and	and	CCONJ
ajis02-3835	126	11	amplify	amplify	VERB
ajis02-3835	126	12	the	the	DET
ajis02-3835	126	13	existing	exist	VERB
ajis02-3835	126	14	societal	societal	ADJ
ajis02-3835	126	15	bias	bias	NOUN
ajis02-3835	126	16	.	.	PUNCT
ajis02-3835	127	1	in	in	ADP
ajis02-3835	127	2	our	our	PRON
ajis02-3835	127	3	literature	literature	NOUN
ajis02-3835	127	4	review	review	NOUN
ajis02-3835	127	5	,	,	PUNCT
ajis02-3835	127	6	we	we	PRON
ajis02-3835	127	7	identified	identify	VERB
ajis02-3835	127	8	that	that	SCONJ
ajis02-3835	127	9	a	a	DET
ajis02-3835	127	10	lack	lack	NOUN
ajis02-3835	127	11	of	of	ADP
ajis02-3835	127	12	ai	ai	ADJ
ajis02-3835	127	13	regulations	regulation	NOUN
ajis02-3835	127	14	is	be	AUX
ajis02-3835	127	15	a	a	DET
ajis02-3835	127	16	significant	significant	ADJ
ajis02-3835	127	17	contributing	contribute	VERB
ajis02-3835	127	18	factor	factor	NOUN
ajis02-3835	127	19	to	to	ADP
ajis02-3835	127	20	the	the	DET
ajis02-3835	127	21	institutional	institutional	ADJ
ajis02-3835	127	22	characteristics	characteristic	NOUN
ajis02-3835	127	23	impacting	impact	VERB
ajis02-3835	127	24	on	on	ADP
ajis02-3835	127	25	such	such	ADJ
ajis02-3835	127	26	systems	system	NOUN
ajis02-3835	127	27	.	.	PUNCT
ajis02-3835	128	1	due	due	ADP
ajis02-3835	128	2	to	to	ADP
ajis02-3835	128	3	conscious	conscious	ADJ
ajis02-3835	128	4	or	or	CCONJ
ajis02-3835	128	5	unconscious	unconscious	ADJ
ajis02-3835	128	6	categorization	categorization	NOUN
ajis02-3835	128	7	between	between	ADP
ajis02-3835	128	8	sociocultural	sociocultural	ADJ
ajis02-3835	128	9	groups	group	NOUN
ajis02-3835	128	10	,	,	PUNCT
ajis02-3835	128	11	some	some	DET
ajis02-3835	128	12	institutions	institution	NOUN
ajis02-3835	128	13	operate	operate	VERB
ajis02-3835	128	14	in	in	ADP
ajis02-3835	128	15	ways	way	NOUN
ajis02-3835	128	16	that	that	PRON
ajis02-3835	128	17	might	might	AUX
ajis02-3835	128	18	disadvantage	disadvantage	VERB
ajis02-3835	128	19	some	some	DET
ajis02-3835	128	20	minorities	minority	NOUN
ajis02-3835	128	21	or	or	CCONJ
ajis02-3835	128	22	social	social	ADJ
ajis02-3835	128	23	groups	group	NOUN
ajis02-3835	128	24	because	because	SCONJ
ajis02-3835	128	25	of	of	ADP
ajis02-3835	128	26	socioeconomic	socioeconomic	ADJ
ajis02-3835	128	27	factors	factor	NOUN
ajis02-3835	128	28	(	(	PUNCT
ajis02-3835	128	29	costa	costa	PROPN
ajis02-3835	128	30	&	&	CCONJ
ajis02-3835	128	31	ribas	ribas	PROPN
ajis02-3835	128	32	,	,	PUNCT
ajis02-3835	128	33	2019	2019	NUM
ajis02-3835	128	34	;	;	PUNCT
ajis02-3835	128	35	ntoutsi	ntoutsi	PROPN
ajis02-3835	128	36	et	et	PROPN
ajis02-3835	128	37	al	al	PROPN
ajis02-3835	128	38	.	.	PROPN
ajis02-3835	128	39	,	,	PUNCT
ajis02-3835	128	40	2019	2019	NUM
ajis02-3835	128	41	)	)	PUNCT
ajis02-3835	128	42	(	(	PUNCT
ajis02-3835	128	43	see	see	VERB
ajis02-3835	128	44	also	also	ADV
ajis02-3835	128	45	subsection	subsection	NOUN
ajis02-3835	128	46	4.1.3	4.1.3	NUM
ajis02-3835	128	47	)	)	PUNCT
ajis02-3835	128	48	.	.	PUNCT
ajis02-3835	129	1	further	far	ADV
ajis02-3835	129	2	,	,	PUNCT
ajis02-3835	129	3	there	there	PRON
ajis02-3835	129	4	is	be	VERB
ajis02-3835	129	5	limited	limited	ADJ
ajis02-3835	129	6	development	development	NOUN
ajis02-3835	129	7	in	in	ADP
ajis02-3835	129	8	regulations	regulation	NOUN
ajis02-3835	129	9	toward	toward	ADP
ajis02-3835	129	10	addressing	address	VERB
ajis02-3835	129	11	gender	gender	NOUN
ajis02-3835	129	12	bias	bias	NOUN
ajis02-3835	129	13	in	in	ADP
ajis02-3835	129	14	ai	ai	NOUN
ajis02-3835	129	15	-	-	PUNCT
ajis02-3835	129	16	based	base	VERB
ajis02-3835	129	17	decision	decision	NOUN
ajis02-3835	129	18	-	-	PUNCT
ajis02-3835	129	19	making	make	VERB
ajis02-3835	129	20	systems	system	NOUN
ajis02-3835	129	21	(	(	PUNCT
ajis02-3835	129	22	johnson	johnson	PROPN
ajis02-3835	129	23	,	,	PUNCT
ajis02-3835	129	24	2019	2019	NUM
ajis02-3835	129	25	)	)	PUNCT
ajis02-3835	129	26	.	.	PUNCT
ajis02-3835	130	1	despite	despite	SCONJ
ajis02-3835	130	2	the	the	DET
ajis02-3835	130	3	european	european	PROPN
ajis02-3835	130	4	union	union	PROPN
ajis02-3835	130	5	’s	’s	PART
ajis02-3835	130	6	(	(	PUNCT
ajis02-3835	130	7	2021	2021	NUM
ajis02-3835	130	8	)	)	PUNCT
ajis02-3835	130	9	recently	recently	ADV
ajis02-3835	130	10	presented	present	VERB
ajis02-3835	130	11	proposal	proposal	NOUN
ajis02-3835	130	12	for	for	ADP
ajis02-3835	130	13	firmer	firm	ADJ
ajis02-3835	130	14	ai	ai	VERB
ajis02-3835	130	15	regulations	regulation	NOUN
ajis02-3835	130	16	(	(	PUNCT
ajis02-3835	130	17	marabelli	marabelli	PROPN
ajis02-3835	130	18	et	et	PROPN
ajis02-3835	130	19	al	al	PROPN
ajis02-3835	130	20	.	.	PROPN
ajis02-3835	130	21	,	,	PUNCT
ajis02-3835	130	22	2021	2021	NUM
ajis02-3835	130	23	)	)	PUNCT
ajis02-3835	130	24	,	,	PUNCT
ajis02-3835	130	25	there	there	PRON
ajis02-3835	130	26	is	be	VERB
ajis02-3835	130	27	a	a	DET
ajis02-3835	130	28	lack	lack	NOUN
ajis02-3835	130	29	of	of	ADP
ajis02-3835	130	30	more	more	ADV
ajis02-3835	130	31	-	-	PUNCT
ajis02-3835	130	32	precise	precise	ADJ
ajis02-3835	130	33	ai	ai	VERB
ajis02-3835	130	34	guidelines	guideline	NOUN
ajis02-3835	130	35	for	for	ADP
ajis02-3835	130	36	developers	developer	NOUN
ajis02-3835	130	37	and	and	CCONJ
ajis02-3835	130	38	institutions	institution	NOUN
ajis02-3835	130	39	concerning	concern	VERB
ajis02-3835	130	40	fair	fair	ADJ
ajis02-3835	130	41	ai	ai	VERB
ajis02-3835	130	42	in	in	ADP
ajis02-3835	130	43	particular	particular	ADJ
ajis02-3835	130	44	regarding	regard	VERB
ajis02-3835	130	45	data	data	NOUN
ajis02-3835	130	46	protection	protection	NOUN
ajis02-3835	130	47	and	and	CCONJ
ajis02-3835	130	48	data	datum	NOUN
ajis02-3835	130	49	quality	quality	NOUN
ajis02-3835	130	50	(	(	PUNCT
ajis02-3835	130	51	johnson	johnson	PROPN
ajis02-3835	130	52	,	,	PUNCT
ajis02-3835	130	53	2019	2019	NUM
ajis02-3835	130	54	;	;	PUNCT
ajis02-3835	130	55	ntoutsi	ntoutsi	PROPN
ajis02-3835	130	56	et	et	PROPN
ajis02-3835	130	57	al	al	PROPN
ajis02-3835	130	58	.	.	PROPN
ajis02-3835	130	59	,	,	PUNCT
ajis02-3835	130	60	2019	2019	NUM
ajis02-3835	130	61	;	;	PUNCT
ajis02-3835	130	62	wang	wang	PROPN
ajis02-3835	130	63	,	,	PUNCT
ajis02-3835	130	64	2020	2020	NUM
ajis02-3835	130	65	)	)	PUNCT
ajis02-3835	130	66	.	.	PUNCT
ajis02-3835	131	1	thus	thus	ADV
ajis02-3835	131	2	,	,	PUNCT
ajis02-3835	131	3	societal	societal	ADJ
ajis02-3835	131	4	gender	gender	NOUN
ajis02-3835	131	5	stereotyping	stereotyping	NOUN
ajis02-3835	131	6	and	and	CCONJ
ajis02-3835	131	7	discrimination	discrimination	NOUN
ajis02-3835	131	8	are	be	AUX
ajis02-3835	131	9	amplified	amplify	VERB
ajis02-3835	131	10	through	through	ADP
ajis02-3835	131	11	institutional	institutional	ADJ
ajis02-3835	131	12	characteristics	characteristic	NOUN
ajis02-3835	131	13	.	.	PUNCT
ajis02-3835	132	1	this	this	PRON
ajis02-3835	132	2	underlines	underline	VERB
ajis02-3835	132	3	the	the	DET
ajis02-3835	132	4	need	need	NOUN
ajis02-3835	132	5	and	and	CCONJ
ajis02-3835	132	6	urgency	urgency	NOUN
ajis02-3835	132	7	for	for	ADP
ajis02-3835	132	8	ai	ai	PROPN
ajis02-3835	132	9	regulations	regulation	NOUN
ajis02-3835	132	10	and	and	CCONJ
ajis02-3835	132	11	policy	policy	NOUN
ajis02-3835	132	12	intervention	intervention	NOUN
ajis02-3835	132	13	for	for	ADP
ajis02-3835	132	14	fairer	fair	ADJ
ajis02-3835	132	15	ai	ai	NOUN
ajis02-3835	132	16	(	(	PUNCT
ajis02-3835	132	17	hoffmann	hoffmann	PROPN
ajis02-3835	132	18	,	,	PUNCT
ajis02-3835	132	19	2019	2019	NUM
ajis02-3835	132	20	;	;	PUNCT
ajis02-3835	132	21	lee	lee	PROPN
ajis02-3835	132	22	,	,	PUNCT
ajis02-3835	132	23	2018	2018	NUM
ajis02-3835	132	24	;	;	PUNCT
ajis02-3835	132	25	ntoutsi	ntoutsi	PROPN
ajis02-3835	132	26	et	et	PROPN
ajis02-3835	132	27	al	al	PROPN
ajis02-3835	132	28	.	.	PROPN
ajis02-3835	132	29	,	,	PUNCT
ajis02-3835	132	30	2019	2019	NUM
ajis02-3835	132	31	)	)	PUNCT
ajis02-3835	132	32	.	.	PUNCT
ajis02-3835	133	1	4.1.3	4.1.3	NUM
ajis02-3835	133	2	societal	societal	ADJ
ajis02-3835	133	3	characteristics	characteristic	NOUN
ajis02-3835	133	4	the	the	DET
ajis02-3835	133	5	long	long	ADV
ajis02-3835	133	6	-	-	PUNCT
ajis02-3835	133	7	standing	stand	VERB
ajis02-3835	133	8	inequalities	inequality	NOUN
ajis02-3835	133	9	in	in	ADP
ajis02-3835	133	10	society	society	NOUN
ajis02-3835	133	11	,	,	PUNCT
ajis02-3835	133	12	i.e.	i.e.	X
ajis02-3835	133	13	,	,	PUNCT
ajis02-3835	133	14	gender	gender	NOUN
ajis02-3835	133	15	stereotyping	stereotyping	NOUN
ajis02-3835	133	16	(	(	PUNCT
ajis02-3835	133	17	johnson	johnson	PROPN
ajis02-3835	133	18	2019	2019	NUM
ajis02-3835	133	19	;	;	PUNCT
ajis02-3835	133	20	ntoutsi	ntoutsi	PROPN
ajis02-3835	133	21	et	et	PROPN
ajis02-3835	133	22	al	al	PROPN
ajis02-3835	133	23	.	.	PROPN
ajis02-3835	133	24	,	,	PUNCT
ajis02-3835	133	25	2019	2019	NUM
ajis02-3835	133	26	)	)	PUNCT
ajis02-3835	133	27	leading	lead	VERB
ajis02-3835	133	28	to	to	ADP
ajis02-3835	133	29	preferential	preferential	ADJ
ajis02-3835	133	30	treatment	treatment	NOUN
ajis02-3835	133	31	towards	towards	ADP
ajis02-3835	133	32	masculinity	masculinity	NOUN
ajis02-3835	133	33	are	be	AUX
ajis02-3835	133	34	often	often	ADV
ajis02-3835	133	35	reflected	reflect	VERB
ajis02-3835	133	36	in	in	ADP
ajis02-3835	133	37	ai	ai	PROPN
ajis02-3835	133	38	algorithms	algorithm	NOUN
ajis02-3835	133	39	.	.	PUNCT
ajis02-3835	134	1	these	these	DET
ajis02-3835	134	2	concepts	concept	NOUN
ajis02-3835	134	3	normally	normally	ADV
ajis02-3835	134	4	‘	'	PUNCT
ajis02-3835	134	5	sneak	sneak	VERB
ajis02-3835	134	6	in	in	ADP
ajis02-3835	134	7	’	'	PUNCT
ajis02-3835	134	8	the	the	DET
ajis02-3835	134	9	datasets	dataset	NOUN
ajis02-3835	134	10	through	through	ADP
ajis02-3835	134	11	the	the	DET
ajis02-3835	134	12	misguided	misguided	ADJ
ajis02-3835	134	13	conduct	conduct	NOUN
ajis02-3835	134	14	of	of	ADP
ajis02-3835	134	15	‘	'	PUNCT
ajis02-3835	134	16	bad	bad	ADJ
ajis02-3835	134	17	actors	actor	NOUN
ajis02-3835	134	18	’	'	PUNCT
ajis02-3835	134	19	(	(	PUNCT
ajis02-3835	134	20	hoffmann	hoffmann	PROPN
ajis02-3835	134	21	,	,	PUNCT
ajis02-3835	134	22	2019	2019	NUM
ajis02-3835	134	23	)	)	PUNCT
ajis02-3835	134	24	.	.	PUNCT
ajis02-3835	135	1	hence	hence	ADV
ajis02-3835	135	2	,	,	PUNCT
ajis02-3835	135	3	they	they	PRON
ajis02-3835	135	4	connect	connect	VERB
ajis02-3835	135	5	the	the	DET
ajis02-3835	135	6	already	already	ADV
ajis02-3835	135	7	-	-	PUNCT
ajis02-3835	135	8	existing	exist	VERB
ajis02-3835	135	9	concept	concept	NOUN
ajis02-3835	135	10	of	of	ADP
ajis02-3835	135	11	gender	gender	NOUN
ajis02-3835	135	12	stereotyping	stereotyping	NOUN
ajis02-3835	135	13	in	in	ADP
ajis02-3835	135	14	society	society	NOUN
ajis02-3835	135	15	to	to	ADP
ajis02-3835	135	16	gender	gender	NOUN
ajis02-3835	135	17	bias	bias	NOUN
ajis02-3835	135	18	in	in	ADP
ajis02-3835	135	19	ai	ai	NOUN
ajis02-3835	135	20	-	-	PUNCT
ajis02-3835	135	21	based	base	VERB
ajis02-3835	135	22	decision	decision	NOUN
ajis02-3835	135	23	-	-	PUNCT
ajis02-3835	135	24	making	make	VERB
ajis02-3835	135	25	systems	system	NOUN
ajis02-3835	135	26	(	(	PUNCT
ajis02-3835	135	27	cirillo	cirillo	PROPN
ajis02-3835	135	28	et	et	PROPN
ajis02-3835	135	29	al	al	PROPN
ajis02-3835	135	30	.	.	PROPN
ajis02-3835	135	31	,	,	PUNCT
ajis02-3835	135	32	2020	2020	NUM
ajis02-3835	135	33	;	;	PUNCT
ajis02-3835	135	34	clifton	clifton	PROPN
ajis02-3835	135	35	et	et	PROPN
ajis02-3835	135	36	al	al	PROPN
ajis02-3835	135	37	.	.	PROPN
ajis02-3835	135	38	,	,	PUNCT
ajis02-3835	135	39	2020	2020	NUM
ajis02-3835	135	40	;	;	PUNCT
ajis02-3835	135	41	johnson	johnson	PROPN
ajis02-3835	135	42	,	,	PUNCT
ajis02-3835	135	43	2019	2019	NUM
ajis02-3835	135	44	;	;	PUNCT
ajis02-3835	135	45	martinez	martinez	PROPN
ajis02-3835	135	46	&	&	CCONJ
ajis02-3835	135	47	fernandez	fernandez	PROPN
ajis02-3835	135	48	,	,	PUNCT
ajis02-3835	135	49	2020	2020	NUM
ajis02-3835	135	50	;	;	PUNCT
ajis02-3835	135	51	noriega	noriega	PROPN
ajis02-3835	135	52	,	,	PUNCT
ajis02-3835	135	53	2020	2020	NUM
ajis02-3835	135	54	;	;	PUNCT
ajis02-3835	135	55	ntoutsi	ntoutsi	PROPN
ajis02-3835	135	56	et	et	PROPN
ajis02-3835	135	57	al	al	PROPN
ajis02-3835	135	58	.	.	PROPN
ajis02-3835	135	59	,	,	PUNCT
ajis02-3835	135	60	2019	2019	NUM
ajis02-3835	135	61	;	;	PUNCT
ajis02-3835	135	62	sun	sun	PROPN
ajis02-3835	135	63	et	et	PROPN
ajis02-3835	135	64	al	al	PROPN
ajis02-3835	135	65	.	.	PROPN
ajis02-3835	135	66	,	,	PUNCT
ajis02-3835	135	67	2019	2019	NUM
ajis02-3835	135	68	;	;	PUNCT
ajis02-3835	135	69	wang	wang	PROPN
ajis02-3835	135	70	,	,	PUNCT
ajis02-3835	135	71	2020	2020	NUM
ajis02-3835	135	72	based	base	VERB
ajis02-3835	135	73	on	on	ADP
ajis02-3835	135	74	our	our	PRON
ajis02-3835	135	75	literature	literature	NOUN
ajis02-3835	135	76	review	review	NOUN
ajis02-3835	135	77	,	,	PUNCT
ajis02-3835	135	78	we	we	PRON
ajis02-3835	135	79	found	find	VERB
ajis02-3835	135	80	that	that	SCONJ
ajis02-3835	135	81	gender	gender	NOUN
ajis02-3835	135	82	stereotyping	stereotyping	NOUN
ajis02-3835	135	83	as	as	ADP
ajis02-3835	135	84	a	a	DET
ajis02-3835	135	85	contributing	contribute	VERB
ajis02-3835	135	86	factor	factor	NOUN
ajis02-3835	135	87	to	to	ADP
ajis02-3835	135	88	gender	gender	NOUN
ajis02-3835	135	89	bias	bias	NOUN
ajis02-3835	135	90	in	in	ADP
ajis02-3835	135	91	ai	ai	NOUN
ajis02-3835	135	92	-	-	PUNCT
ajis02-3835	135	93	based	base	VERB
ajis02-3835	135	94	decision	decision	NOUN
ajis02-3835	135	95	-	-	PUNCT
ajis02-3835	135	96	making	make	VERB
ajis02-3835	135	97	systems	system	NOUN
ajis02-3835	135	98	occurs	occur	VERB
ajis02-3835	135	99	in	in	ADP
ajis02-3835	135	100	societies	society	NOUN
ajis02-3835	135	101	where	where	SCONJ
ajis02-3835	135	102	historical	historical	ADJ
ajis02-3835	135	103	biases	bias	NOUN
ajis02-3835	135	104	and	and	CCONJ
ajis02-3835	135	105	norms	norm	NOUN
ajis02-3835	135	106	are	be	AUX
ajis02-3835	135	107	followed	follow	VERB
ajis02-3835	135	108	not	not	PART
ajis02-3835	135	109	because	because	SCONJ
ajis02-3835	135	110	of	of	ADP
ajis02-3835	135	111	conscious	conscious	ADJ
ajis02-3835	135	112	discrimination	discrimination	NOUN
ajis02-3835	135	113	but	but	CCONJ
ajis02-3835	135	114	rather	rather	ADV
ajis02-3835	135	115	because	because	SCONJ
ajis02-3835	135	116	the	the	DET
ajis02-3835	135	117	majority	majority	NOUN
ajis02-3835	135	118	following	follow	VERB
ajis02-3835	135	119	the	the	DET
ajis02-3835	135	120	pre	pre	ADJ
ajis02-3835	135	121	-	-	ADJ
ajis02-3835	135	122	existing	exist	VERB
ajis02-3835	135	123	customs	custom	NOUN
ajis02-3835	135	124	presents	present	VERB
ajis02-3835	135	125	a	a	DET
ajis02-3835	135	126	culture	culture	NOUN
ajis02-3835	135	127	that	that	PRON
ajis02-3835	135	128	promotes	promote	VERB
ajis02-3835	135	129	masculinity	masculinity	NOUN
ajis02-3835	135	130	and	and	CCONJ
ajis02-3835	135	131	exclusivity	exclusivity	NOUN
ajis02-3835	135	132	(	(	PUNCT
ajis02-3835	135	133	johnson	johnson	PROPN
ajis02-3835	135	134	,	,	PUNCT
ajis02-3835	135	135	2019	2019	NUM
ajis02-3835	135	136	;	;	PUNCT
ajis02-3835	135	137	ntoutsi	ntoutsi	PROPN
ajis02-3835	135	138	et	et	PROPN
ajis02-3835	135	139	al	al	PROPN
ajis02-3835	135	140	.	.	PROPN
ajis02-3835	135	141	,	,	PUNCT
ajis02-3835	135	142	2019	2019	NUM
ajis02-3835	135	143	)	)	PUNCT
ajis02-3835	135	144	,	,	PUNCT
ajis02-3835	135	145	this	this	DET
ajis02-3835	135	146	biased	biased	ADJ
ajis02-3835	135	147	behaviour	behaviour	NOUN
ajis02-3835	135	148	is	be	AUX
ajis02-3835	135	149	inscribed	inscribe	VERB
ajis02-3835	135	150	in	in	ADP
ajis02-3835	135	151	ai	ai	PROPN
ajis02-3835	135	152	systems	system	NOUN
ajis02-3835	135	153	;	;	PUNCT
ajis02-3835	135	154	therefore	therefore	ADV
ajis02-3835	135	155	,	,	PUNCT
ajis02-3835	135	156	ai	ai	ADJ
ajis02-3835	135	157	-	-	PUNCT
ajis02-3835	135	158	based	base	VERB
ajis02-3835	135	159	decision	decision	NOUN
ajis02-3835	135	160	-	-	PUNCT
ajis02-3835	135	161	making	make	VERB
ajis02-3835	135	162	systems	system	NOUN
ajis02-3835	135	163	reflect	reflect	VERB
ajis02-3835	135	164	human	human	ADJ
ajis02-3835	135	165	biases	bias	NOUN
ajis02-3835	135	166	toward	toward	ADP
ajis02-3835	135	167	people	people	NOUN
ajis02-3835	135	168	from	from	ADP
ajis02-3835	135	169	a	a	DET
ajis02-3835	135	170	certain	certain	ADJ
ajis02-3835	135	171	background	background	NOUN
ajis02-3835	135	172	,	,	PUNCT
ajis02-3835	135	173	race	race	NOUN
ajis02-3835	135	174	,	,	PUNCT
ajis02-3835	135	175	or	or	CCONJ
ajis02-3835	135	176	gender	gender	NOUN
ajis02-3835	135	177	.	.	PUNCT
ajis02-3835	136	1	also	also	ADV
ajis02-3835	136	2	,	,	PUNCT
ajis02-3835	136	3	certain	certain	ADJ
ajis02-3835	136	4	upstream	upstream	ADJ
ajis02-3835	136	5	social	social	ADJ
ajis02-3835	136	6	norms	norm	NOUN
ajis02-3835	136	7	are	be	AUX
ajis02-3835	136	8	followed	follow	VERB
ajis02-3835	136	9	blindly	blindly	ADV
ajis02-3835	136	10	because	because	SCONJ
ajis02-3835	136	11	of	of	ADP
ajis02-3835	136	12	their	their	PRON
ajis02-3835	136	13	easy	easy	ADJ
ajis02-3835	136	14	acceptance	acceptance	NOUN
ajis02-3835	136	15	in	in	ADP
ajis02-3835	136	16	society	society	NOUN
ajis02-3835	136	17	(	(	PUNCT
ajis02-3835	136	18	ntoutsi	ntoutsi	NOUN
ajis02-3835	136	19	et	et	PROPN
ajis02-3835	136	20	al	al	PROPN
ajis02-3835	136	21	.	.	PROPN
ajis02-3835	136	22	,	,	PUNCT
ajis02-3835	136	23	2019	2019	NUM
ajis02-3835	136	24	)	)	PUNCT
ajis02-3835	136	25	.	.	PUNCT
ajis02-3835	137	1	for	for	ADP
ajis02-3835	137	2	instance	instance	NOUN
ajis02-3835	137	3	,	,	PUNCT
ajis02-3835	137	4	certain	certain	ADJ
ajis02-3835	137	5	professions	profession	NOUN
ajis02-3835	137	6	are	be	AUX
ajis02-3835	137	7	associated	associate	VERB
ajis02-3835	137	8	with	with	ADP
ajis02-3835	137	9	males	male	NOUN
ajis02-3835	137	10	e.g.	e.g.	ADV
ajis02-3835	137	11	,	,	PUNCT
ajis02-3835	137	12	doctors	doctor	NOUN
ajis02-3835	137	13	,	,	PUNCT
ajis02-3835	137	14	engineers	engineer	NOUN
ajis02-3835	137	15	,	,	PUNCT
ajis02-3835	137	16	and	and	CCONJ
ajis02-3835	137	17	scientists	scientist	NOUN
ajis02-3835	137	18	,	,	PUNCT
ajis02-3835	137	19	while	while	SCONJ
ajis02-3835	137	20	professions	profession	NOUN
ajis02-3835	137	21	like	like	ADP
ajis02-3835	137	22	nursing	nursing	NOUN
ajis02-3835	137	23	and	and	CCONJ
ajis02-3835	137	24	secretary	secretary	NOUN
ajis02-3835	137	25	work	work	NOUN
ajis02-3835	137	26	are	be	AUX
ajis02-3835	137	27	associated	associate	VERB
ajis02-3835	137	28	with	with	ADP
ajis02-3835	137	29	females	female	NOUN
ajis02-3835	137	30	.	.	PUNCT
ajis02-3835	138	1	the	the	DET
ajis02-3835	138	2	wording	wording	NOUN
ajis02-3835	138	3	and	and	CCONJ
ajis02-3835	138	4	association	association	NOUN
ajis02-3835	138	5	of	of	ADP
ajis02-3835	138	6	certain	certain	ADJ
ajis02-3835	138	7	professions	profession	NOUN
ajis02-3835	138	8	with	with	ADP
ajis02-3835	138	9	certain	certain	ADJ
ajis02-3835	138	10	genders	gender	NOUN
ajis02-3835	138	11	sow	sow	VERB
ajis02-3835	138	12	unequal	unequal	ADJ
ajis02-3835	138	13	division	division	NOUN
ajis02-3835	138	14	and	and	CCONJ
ajis02-3835	138	15	discrimination	discrimination	NOUN
ajis02-3835	138	16	in	in	ADP
ajis02-3835	138	17	society	society	NOUN
ajis02-3835	138	18	.	.	PUNCT
ajis02-3835	139	1	related	relate	VERB
ajis02-3835	139	2	to	to	ADP
ajis02-3835	139	3	gender	gender	NOUN
ajis02-3835	139	4	stereotyping	stereotyping	NOUN
ajis02-3835	139	5	,	,	PUNCT
ajis02-3835	139	6	socioeconomic	socioeconomic	ADJ
ajis02-3835	139	7	factors	factor	NOUN
ajis02-3835	139	8	also	also	ADV
ajis02-3835	139	9	impact	impact	VERB
ajis02-3835	139	10	and	and	CCONJ
ajis02-3835	139	11	amplify	amplify	VERB
ajis02-3835	139	12	gender	gender	NOUN
ajis02-3835	139	13	bias	bias	NOUN
ajis02-3835	139	14	in	in	ADP
ajis02-3835	139	15	ai	ai	NOUN
ajis02-3835	139	16	-	-	PUNCT
ajis02-3835	139	17	based	base	VERB
ajis02-3835	139	18	decision	decision	NOUN
ajis02-3835	139	19	-	-	PUNCT
ajis02-3835	139	20	making	make	VERB
ajis02-3835	139	21	systems	system	NOUN
ajis02-3835	139	22	i.e.	i.e.	X
ajis02-3835	139	23	,	,	PUNCT
ajis02-3835	139	24	socio	socio	NOUN
ajis02-3835	139	25	-	-	PUNCT
ajis02-3835	139	26	economic	economic	ADJ
ajis02-3835	139	27	factors	factor	NOUN
ajis02-3835	139	28	based	base	VERB
ajis02-3835	139	29	on	on	ADP
ajis02-3835	139	30	social	social	ADJ
ajis02-3835	139	31	standing	standing	NOUN
ajis02-3835	139	32	(	(	PUNCT
ajis02-3835	139	33	e.g.	e.g.	ADV
ajis02-3835	139	34	,	,	PUNCT
ajis02-3835	139	35	neighbourhood	neighbourhood	NOUN
ajis02-3835	139	36	,	,	PUNCT
ajis02-3835	139	37	zip	zip	NOUN
ajis02-3835	139	38	code	code	NOUN
ajis02-3835	139	39	and	and	CCONJ
ajis02-3835	139	40	location	location	NOUN
ajis02-3835	139	41	)	)	PUNCT
ajis02-3835	139	42	result	result	NOUN
ajis02-3835	139	43	in	in	ADP
ajis02-3835	139	44	incorrect	incorrect	ADJ
ajis02-3835	139	45	assumptions	assumption	NOUN
ajis02-3835	139	46	of	of	ADP
ajis02-3835	139	47	an	an	DET
ajis02-3835	139	48	individual	individual	NOUN
ajis02-3835	139	49	.	.	PUNCT
ajis02-3835	140	1	people	people	NOUN
ajis02-3835	140	2	with	with	ADP
ajis02-3835	140	3	lower	low	ADJ
ajis02-3835	140	4	socio	socio	NOUN
ajis02-3835	140	5	-	-	PUNCT
ajis02-3835	140	6	economic	economic	ADJ
ajis02-3835	140	7	backgrounds	background	NOUN
ajis02-3835	140	8	may	may	AUX
ajis02-3835	140	9	be	be	AUX
ajis02-3835	140	10	disadvantaged	disadvantage	VERB
ajis02-3835	140	11	in	in	ADP
ajis02-3835	140	12	a	a	DET
ajis02-3835	140	13	society	society	NOUN
ajis02-3835	140	14	due	due	ADP
ajis02-3835	140	15	to	to	ADP
ajis02-3835	140	16	their	their	PRON
ajis02-3835	140	17	social	social	ADJ
ajis02-3835	140	18	status	status	NOUN
ajis02-3835	140	19	and	and	CCONJ
ajis02-3835	140	20	standing	standing	NOUN
ajis02-3835	140	21	.	.	PUNCT
ajis02-3835	141	1	this	this	DET
ajis02-3835	141	2	biased	biased	ADJ
ajis02-3835	141	3	behaviour	behaviour	NOUN
ajis02-3835	141	4	may	may	AUX
ajis02-3835	141	5	be	be	AUX
ajis02-3835	141	6	reflected	reflect	VERB
ajis02-3835	141	7	in	in	ADP
ajis02-3835	141	8	ai	ai	ADV
ajis02-3835	141	9	-	-	PUNCT
ajis02-3835	141	10	based	base	VERB
ajis02-3835	141	11	decision	decision	NOUN
ajis02-3835	141	12	-	-	PUNCT
ajis02-3835	141	13	making	make	VERB
ajis02-3835	141	14	systems	system	NOUN
ajis02-3835	141	15	because	because	SCONJ
ajis02-3835	141	16	of	of	ADP
ajis02-3835	141	17	the	the	DET
ajis02-3835	141	18	unconscious	unconscious	ADJ
ajis02-3835	141	19	bias	bias	NOUN
ajis02-3835	141	20	of	of	ADP
ajis02-3835	141	21	those	those	PRON
ajis02-3835	141	22	who	who	PRON
ajis02-3835	141	23	develop	develop	VERB
ajis02-3835	141	24	these	these	DET
ajis02-3835	141	25	systems	system	NOUN
ajis02-3835	141	26	(	(	PUNCT
ajis02-3835	141	27	clifton	clifton	PROPN
ajis02-3835	141	28	et	et	PROPN
ajis02-3835	141	29	al	al	PROPN
ajis02-3835	141	30	.	.	PROPN
ajis02-3835	141	31	,	,	PUNCT
ajis02-3835	141	32	australasian	australasian	ADJ
ajis02-3835	141	33	journal	journal	NOUN
ajis02-3835	141	34	of	of	ADP
ajis02-3835	141	35	information	information	NOUN
ajis02-3835	141	36	systems	system	NOUN
ajis02-3835	141	37	nadeem	nadeem	PROPN
ajis02-3835	141	38	,	,	PUNCT
ajis02-3835	141	39	marjanovic	marjanovic	PROPN
ajis02-3835	141	40	&	&	CCONJ
ajis02-3835	141	41	abedin	abedin	PROPN
ajis02-3835	141	42	2022	2022	NUM
ajis02-3835	141	43	,	,	PUNCT
ajis02-3835	141	44	vol	vol	NOUN
ajis02-3835	141	45	26	26	NUM
ajis02-3835	141	46	,	,	PUNCT
ajis02-3835	141	47	selected	select	VERB
ajis02-3835	141	48	papers	paper	NOUN
ajis02-3835	141	49	from	from	ADP
ajis02-3835	141	50	acis	acis	PROPN
ajis02-3835	141	51	2020	2020	NUM
ajis02-3835	141	52	gender	gender	NOUN
ajis02-3835	141	53	bias	bias	NOUN
ajis02-3835	141	54	in	in	ADP
ajis02-3835	141	55	ai	ai	PROPN
ajis02-3835	141	56	10	10	NUM
ajis02-3835	141	57	2020	2020	NUM
ajis02-3835	141	58	;	;	PUNCT
ajis02-3835	141	59	wang	wang	PROPN
ajis02-3835	141	60	,	,	PUNCT
ajis02-3835	141	61	2020	2020	NUM
ajis02-3835	141	62	)	)	PUNCT
ajis02-3835	141	63	for	for	ADP
ajis02-3835	141	64	instance	instance	NOUN
ajis02-3835	141	65	,	,	PUNCT
ajis02-3835	141	66	the	the	DET
ajis02-3835	141	67	amazon	amazon	NOUN
ajis02-3835	141	68	delivery	delivery	NOUN
ajis02-3835	141	69	system	system	NOUN
ajis02-3835	141	70	excluded	exclude	VERB
ajis02-3835	141	71	certain	certain	ADJ
ajis02-3835	141	72	socio	socio	NOUN
ajis02-3835	141	73	-	-	PUNCT
ajis02-3835	141	74	economic	economic	ADJ
ajis02-3835	141	75	neighbourhoods	neighbourhood	NOUN
ajis02-3835	141	76	due	due	ADJ
ajis02-3835	141	77	to	to	ADP
ajis02-3835	141	78	socioeconomic	socioeconomic	ADJ
ajis02-3835	141	79	stereotyping	stereotyping	NOUN
ajis02-3835	141	80	in	in	ADP
ajis02-3835	141	81	the	the	DET
ajis02-3835	141	82	society	society	NOUN
ajis02-3835	141	83	impacting	impact	VERB
ajis02-3835	141	84	ai	ai	NOUN
ajis02-3835	141	85	-	-	PUNCT
ajis02-3835	141	86	based	base	VERB
ajis02-3835	141	87	decision	decision	NOUN
ajis02-3835	141	88	-	-	PUNCT
ajis02-3835	141	89	making	make	VERB
ajis02-3835	141	90	systems	system	NOUN
ajis02-3835	141	91	and	and	CCONJ
ajis02-3835	141	92	their	their	PRON
ajis02-3835	141	93	outcomes	outcome	NOUN
ajis02-3835	141	94	(	(	PUNCT
ajis02-3835	141	95	dastin	dastin	PROPN
ajis02-3835	141	96	,	,	PUNCT
ajis02-3835	141	97	2018	2018	NUM
ajis02-3835	141	98	)	)	PUNCT
ajis02-3835	141	99	.	.	PUNCT
ajis02-3835	142	1	4.2	4.2	NUM
ajis02-3835	142	2	approaches	approach	NOUN
ajis02-3835	142	3	to	to	ADP
ajis02-3835	142	4	mitigating	mitigate	VERB
ajis02-3835	142	5	gender	gender	NOUN
ajis02-3835	142	6	bias	bias	NOUN
ajis02-3835	142	7	in	in	ADP
ajis02-3835	142	8	ai	ai	NOUN
ajis02-3835	142	9	-	-	PUNCT
ajis02-3835	142	10	based	base	VERB
ajis02-3835	142	11	decision	decision	NOUN
ajis02-3835	142	12	-	-	PUNCT
ajis02-3835	142	13	making	make	VERB
ajis02-3835	142	14	systems	system	NOUN
ajis02-3835	142	15	based	base	VERB
ajis02-3835	142	16	on	on	ADP
ajis02-3835	142	17	the	the	DET
ajis02-3835	142	18	reviewed	review	VERB
ajis02-3835	142	19	literature	literature	NOUN
ajis02-3835	142	20	,	,	PUNCT
ajis02-3835	142	21	we	we	PRON
ajis02-3835	142	22	observe	observe	VERB
ajis02-3835	142	23	proposals	proposal	NOUN
ajis02-3835	142	24	for	for	ADP
ajis02-3835	142	25	four	four	NUM
ajis02-3835	142	26	main	main	ADJ
ajis02-3835	142	27	approaches	approach	NOUN
ajis02-3835	142	28	to	to	PART
ajis02-3835	142	29	possibly	possibly	ADV
ajis02-3835	142	30	mitigate	mitigate	VERB
ajis02-3835	142	31	gender	gender	NOUN
ajis02-3835	142	32	bias	bias	NOUN
ajis02-3835	142	33	in	in	ADP
ajis02-3835	142	34	ai	ai	NOUN
ajis02-3835	142	35	-	-	PUNCT
ajis02-3835	142	36	based	base	VERB
ajis02-3835	142	37	decision	decision	NOUN
ajis02-3835	142	38	-	-	PUNCT
ajis02-3835	142	39	making	make	VERB
ajis02-3835	142	40	systems	system	NOUN
ajis02-3835	142	41	,	,	PUNCT
ajis02-3835	142	42	which	which	PRON
ajis02-3835	142	43	are	be	AUX
ajis02-3835	142	44	:	:	PUNCT
ajis02-3835	142	45	ai	ai	VERB
ajis02-3835	142	46	technology	technology	NOUN
ajis02-3835	142	47	-	-	PUNCT
ajis02-3835	142	48	related	relate	VERB
ajis02-3835	142	49	approaches	approach	NOUN
ajis02-3835	142	50	,	,	PUNCT
ajis02-3835	142	51	fair	fair	ADJ
ajis02-3835	142	52	ai	ai	VERB
ajis02-3835	142	53	management	management	NOUN
ajis02-3835	142	54	approaches	approach	NOUN
ajis02-3835	142	55	,	,	PUNCT
ajis02-3835	142	56	ai	ai	VERB
ajis02-3835	142	57	governance	governance	NOUN
ajis02-3835	142	58	and	and	CCONJ
ajis02-3835	142	59	regulatory	regulatory	ADJ
ajis02-3835	142	60	approaches	approach	NOUN
ajis02-3835	142	61	,	,	PUNCT
ajis02-3835	142	62	and	and	CCONJ
ajis02-3835	142	63	societal	societal	ADJ
ajis02-3835	142	64	and	and	CCONJ
ajis02-3835	142	65	community	community	NOUN
ajis02-3835	142	66	-	-	PUNCT
ajis02-3835	142	67	focused	focus	VERB
ajis02-3835	142	68	approaches	approach	NOUN
ajis02-3835	142	69	.	.	PUNCT
ajis02-3835	143	1	table	table	NOUN
ajis02-3835	143	2	4	4	NUM
ajis02-3835	143	3	in	in	ADP
ajis02-3835	143	4	the	the	DET
ajis02-3835	143	5	appendix	appendix	NOUN
ajis02-3835	143	6	presents	present	VERB
ajis02-3835	143	7	the	the	DET
ajis02-3835	143	8	sources	source	NOUN
ajis02-3835	143	9	,	,	PUNCT
ajis02-3835	143	10	description	description	NOUN
ajis02-3835	143	11	,	,	PUNCT
ajis02-3835	143	12	and	and	CCONJ
ajis02-3835	143	13	coding	code	VERB
ajis02-3835	143	14	process	process	NOUN
ajis02-3835	143	15	,	,	PUNCT
ajis02-3835	143	16	which	which	PRON
ajis02-3835	143	17	resulted	result	VERB
ajis02-3835	143	18	in	in	ADP
ajis02-3835	143	19	the	the	DET
ajis02-3835	143	20	identified	identify	VERB
ajis02-3835	143	21	approaches	approach	NOUN
ajis02-3835	143	22	.	.	PUNCT
ajis02-3835	144	1	4.2.1	4.2.1	NUM
ajis02-3835	144	2	ai	ai	VERB
ajis02-3835	144	3	technology	technology	NOUN
ajis02-3835	144	4	-	-	PUNCT
ajis02-3835	144	5	related	relate	VERB
ajis02-3835	144	6	approaches	approach	NOUN
ajis02-3835	144	7	clifton	clifton	PROPN
ajis02-3835	144	8	et	et	PROPN
ajis02-3835	144	9	al	al	PROPN
ajis02-3835	144	10	.	.	PROPN
ajis02-3835	145	1	(	(	PUNCT
ajis02-3835	145	2	2020	2020	NUM
ajis02-3835	145	3	)	)	PUNCT
ajis02-3835	145	4	propose	propose	VERB
ajis02-3835	145	5	a	a	DET
ajis02-3835	145	6	strategy	strategy	NOUN
ajis02-3835	145	7	of	of	ADP
ajis02-3835	145	8	capturing	capture	VERB
ajis02-3835	145	9	data	datum	NOUN
ajis02-3835	145	10	from	from	ADP
ajis02-3835	145	11	all	all	ADV
ajis02-3835	145	12	vulnerable	vulnerable	ADJ
ajis02-3835	145	13	,	,	PUNCT
ajis02-3835	145	14	gender	gender	NOUN
ajis02-3835	145	15	-	-	PUNCT
ajis02-3835	145	16	diverse	diverse	ADJ
ajis02-3835	145	17	groups	group	NOUN
ajis02-3835	145	18	of	of	ADP
ajis02-3835	145	19	society	society	NOUN
ajis02-3835	145	20	and	and	CCONJ
ajis02-3835	145	21	adding	add	VERB
ajis02-3835	145	22	multi	multi	ADJ
ajis02-3835	145	23	-	-	ADJ
ajis02-3835	145	24	dimensional	dimensional	ADJ
ajis02-3835	145	25	datasets	dataset	NOUN
ajis02-3835	145	26	during	during	ADP
ajis02-3835	145	27	the	the	DET
ajis02-3835	145	28	design	design	NOUN
ajis02-3835	145	29	of	of	ADP
ajis02-3835	145	30	the	the	DET
ajis02-3835	145	31	decisionmaking	decisionmake	VERB
ajis02-3835	145	32	algorithms	algorithm	NOUN
ajis02-3835	145	33	,	,	PUNCT
ajis02-3835	145	34	which	which	PRON
ajis02-3835	145	35	in	in	ADP
ajis02-3835	145	36	their	their	PRON
ajis02-3835	145	37	view	view	NOUN
ajis02-3835	145	38	can	can	AUX
ajis02-3835	145	39	neutralise	neutralise	VERB
ajis02-3835	145	40	inappropriate	inappropriate	ADJ
ajis02-3835	145	41	and/or	and/or	CCONJ
ajis02-3835	145	42	unfair	unfair	ADJ
ajis02-3835	145	43	datasets	dataset	NOUN
ajis02-3835	145	44	.	.	PUNCT
ajis02-3835	146	1	similarly	similarly	ADV
ajis02-3835	146	2	,	,	PUNCT
ajis02-3835	146	3	hayes	hayes	PROPN
ajis02-3835	146	4	et	et	PROPN
ajis02-3835	146	5	al	al	PROPN
ajis02-3835	146	6	.	.	PROPN
ajis02-3835	146	7	(	(	PUNCT
ajis02-3835	146	8	2020	2020	NUM
ajis02-3835	146	9	)	)	PUNCT
ajis02-3835	146	10	argue	argue	VERB
ajis02-3835	146	11	that	that	SCONJ
ajis02-3835	146	12	a	a	DET
ajis02-3835	146	13	fair	fair	ADJ
ajis02-3835	146	14	representation	representation	NOUN
ajis02-3835	146	15	of	of	ADP
ajis02-3835	146	16	the	the	DET
ajis02-3835	146	17	population	population	NOUN
ajis02-3835	146	18	in	in	ADP
ajis02-3835	146	19	data	datum	NOUN
ajis02-3835	146	20	sets	set	NOUN
ajis02-3835	146	21	will	will	AUX
ajis02-3835	146	22	result	result	VERB
ajis02-3835	146	23	in	in	ADP
ajis02-3835	146	24	fair	fair	ADJ
ajis02-3835	146	25	ai	ai	VERB
ajis02-3835	146	26	outcomes	outcome	NOUN
ajis02-3835	146	27	.	.	PUNCT
ajis02-3835	147	1	researchers	researcher	NOUN
ajis02-3835	147	2	also	also	ADV
ajis02-3835	147	3	call	call	VERB
ajis02-3835	147	4	for	for	SCONJ
ajis02-3835	147	5	ai	ai	ADV
ajis02-3835	147	6	-	-	PUNCT
ajis02-3835	147	7	based	base	VERB
ajis02-3835	147	8	decision	decision	NOUN
ajis02-3835	147	9	-	-	PUNCT
ajis02-3835	147	10	making	make	VERB
ajis02-3835	147	11	algorithms	algorithm	NOUN
ajis02-3835	147	12	to	to	PART
ajis02-3835	147	13	be	be	AUX
ajis02-3835	147	14	designed	design	VERB
ajis02-3835	147	15	and	and	CCONJ
ajis02-3835	147	16	programmed	program	VERB
ajis02-3835	147	17	in	in	ADP
ajis02-3835	147	18	such	such	DET
ajis02-3835	147	19	a	a	DET
ajis02-3835	147	20	way	way	NOUN
ajis02-3835	147	21	that	that	PRON
ajis02-3835	147	22	they	they	PRON
ajis02-3835	147	23	do	do	AUX
ajis02-3835	147	24	not	not	PART
ajis02-3835	147	25	replicate	replicate	VERB
ajis02-3835	147	26	prejudices	prejudice	NOUN
ajis02-3835	147	27	and	and	CCONJ
ajis02-3835	147	28	gender	gender	NOUN
ajis02-3835	147	29	bias	bias	NOUN
ajis02-3835	147	30	while	while	SCONJ
ajis02-3835	147	31	analysing	analyse	VERB
ajis02-3835	147	32	and	and	CCONJ
ajis02-3835	147	33	interpreting	interpret	VERB
ajis02-3835	147	34	the	the	DET
ajis02-3835	147	35	data	datum	NOUN
ajis02-3835	147	36	(	(	PUNCT
ajis02-3835	147	37	johnson	johnson	PROPN
ajis02-3835	147	38	2019	2019	NUM
ajis02-3835	147	39	;	;	PUNCT
ajis02-3835	147	40	ntoutsi	ntoutsi	PROPN
ajis02-3835	147	41	et	et	PROPN
ajis02-3835	147	42	al	al	PROPN
ajis02-3835	147	43	.	.	PROPN
ajis02-3835	147	44	,	,	PUNCT
ajis02-3835	147	45	2019	2019	NUM
ajis02-3835	147	46	)	)	PUNCT
ajis02-3835	147	47	.	.	PUNCT
ajis02-3835	148	1	if	if	SCONJ
ajis02-3835	148	2	the	the	DET
ajis02-3835	148	3	implementation	implementation	NOUN
ajis02-3835	148	4	context	context	NOUN
ajis02-3835	148	5	does	do	AUX
ajis02-3835	148	6	not	not	PART
ajis02-3835	148	7	match	match	VERB
ajis02-3835	148	8	training	training	NOUN
ajis02-3835	148	9	datasets	dataset	NOUN
ajis02-3835	148	10	,	,	PUNCT
ajis02-3835	148	11	the	the	DET
ajis02-3835	148	12	resulting	result	VERB
ajis02-3835	148	13	ai	ai	NOUN
ajis02-3835	148	14	-	-	PUNCT
ajis02-3835	148	15	based	base	VERB
ajis02-3835	148	16	decision	decision	NOUN
ajis02-3835	148	17	-	-	PUNCT
ajis02-3835	148	18	making	make	VERB
ajis02-3835	148	19	systems	system	NOUN
ajis02-3835	148	20	are	be	AUX
ajis02-3835	148	21	unlikely	unlikely	ADJ
ajis02-3835	148	22	to	to	PART
ajis02-3835	148	23	perform	perform	VERB
ajis02-3835	148	24	well	well	ADV
ajis02-3835	148	25	,	,	PUNCT
ajis02-3835	148	26	i.e.	i.e.	X
ajis02-3835	148	27	,	,	PUNCT
ajis02-3835	148	28	lead	lead	VERB
ajis02-3835	148	29	to	to	ADP
ajis02-3835	148	30	biased	biased	ADJ
ajis02-3835	148	31	outcomes	outcome	NOUN
ajis02-3835	148	32	(	(	PUNCT
ajis02-3835	148	33	hardt	hardt	PROPN
ajis02-3835	148	34	&	&	CCONJ
ajis02-3835	148	35	price	price	NOUN
ajis02-3835	148	36	,	,	PUNCT
ajis02-3835	148	37	2016	2016	NUM
ajis02-3835	148	38	)	)	PUNCT
ajis02-3835	148	39	.	.	PUNCT
ajis02-3835	149	1	thus	thus	ADV
ajis02-3835	149	2	,	,	PUNCT
ajis02-3835	149	3	testing	test	VERB
ajis02-3835	149	4	the	the	DET
ajis02-3835	149	5	algorithms	algorithm	NOUN
ajis02-3835	149	6	for	for	ADP
ajis02-3835	149	7	a	a	DET
ajis02-3835	149	8	specific	specific	ADJ
ajis02-3835	149	9	application	application	NOUN
ajis02-3835	149	10	increases	increase	VERB
ajis02-3835	149	11	the	the	DET
ajis02-3835	149	12	accountability	accountability	NOUN
ajis02-3835	149	13	and	and	CCONJ
ajis02-3835	149	14	bias	bias	NOUN
ajis02-3835	149	15	detection	detection	NOUN
ajis02-3835	149	16	procedures	procedure	NOUN
ajis02-3835	149	17	(	(	PUNCT
ajis02-3835	149	18	ahn	ahn	PROPN
ajis02-3835	149	19	&	&	CCONJ
ajis02-3835	149	20	lin	lin	PROPN
ajis02-3835	149	21	,	,	PUNCT
ajis02-3835	149	22	2020	2020	NUM
ajis02-3835	149	23	;	;	PUNCT
ajis02-3835	149	24	arrieta	arrieta	PROPN
ajis02-3835	149	25	et	et	PROPN
ajis02-3835	149	26	al	al	PROPN
ajis02-3835	149	27	.	.	PROPN
ajis02-3835	149	28	,	,	PUNCT
ajis02-3835	149	29	2020	2020	NUM
ajis02-3835	149	30	;	;	PUNCT
ajis02-3835	149	31	bellamy	bellamy	PROPN
ajis02-3835	149	32	et	et	PROPN
ajis02-3835	149	33	al	al	PROPN
ajis02-3835	149	34	.	.	PROPN
ajis02-3835	149	35	,	,	PUNCT
ajis02-3835	149	36	2018	2018	NUM
ajis02-3835	149	37	;	;	PUNCT
ajis02-3835	149	38	berk	berk	PROPN
ajis02-3835	149	39	et	et	PROPN
ajis02-3835	149	40	al	al	PROPN
ajis02-3835	149	41	.	.	PROPN
ajis02-3835	149	42	,	,	PUNCT
ajis02-3835	149	43	2018	2018	NUM
ajis02-3835	149	44	;	;	PUNCT
ajis02-3835	149	45	feuerriegel	feuerriegel	NOUN
ajis02-3835	149	46	et	et	PROPN
ajis02-3835	149	47	al	al	PROPN
ajis02-3835	149	48	.	.	PROPN
ajis02-3835	149	49	2020	2020	NUM
ajis02-3835	149	50	;	;	PUNCT
ajis02-3835	149	51	grari	grari	NOUN
ajis02-3835	149	52	et	et	PROPN
ajis02-3835	149	53	al	al	PROPN
ajis02-3835	149	54	.	.	PROPN
ajis02-3835	149	55	,	,	PUNCT
ajis02-3835	149	56	2020	2020	NUM
ajis02-3835	149	57	;	;	PUNCT
ajis02-3835	149	58	johnson	johnson	PROPN
ajis02-3835	149	59	,	,	PUNCT
ajis02-3835	149	60	2019	2019	NUM
ajis02-3835	149	61	;	;	PUNCT
ajis02-3835	149	62	lambrecht	lambrecht	PROPN
ajis02-3835	149	63	,	,	PUNCT
ajis02-3835	149	64	&	&	CCONJ
ajis02-3835	149	65	tucker	tucker	PROPN
ajis02-3835	149	66	,	,	PUNCT
ajis02-3835	149	67	2019	2019	NUM
ajis02-3835	149	68	;	;	PUNCT
ajis02-3835	149	69	martin	martin	PROPN
ajis02-3835	149	70	,	,	PUNCT
ajis02-3835	149	71	2019	2019	NUM
ajis02-3835	149	72	;	;	PUNCT
ajis02-3835	149	73	miron	miron	PROPN
ajis02-3835	149	74	et	et	PROPN
ajis02-3835	149	75	al	al	PROPN
ajis02-3835	149	76	.	.	PROPN
ajis02-3835	149	77	,	,	PUNCT
ajis02-3835	149	78	2020	2020	NUM
ajis02-3835	149	79	;	;	PUNCT
ajis02-3835	149	80	ntoutsi	ntoutsi	PROPN
ajis02-3835	149	81	et	et	PROPN
ajis02-3835	149	82	al	al	PROPN
ajis02-3835	149	83	.	.	PROPN
ajis02-3835	149	84	,	,	PUNCT
ajis02-3835	149	85	2019	2019	NUM
ajis02-3835	149	86	;	;	PUNCT
ajis02-3835	149	87	thelwall	thelwall	NOUN
ajis02-3835	149	88	,	,	PUNCT
ajis02-3835	149	89	2017	2017	NUM
ajis02-3835	149	90	;	;	PUNCT
ajis02-3835	149	91	veale	veale	NOUN
ajis02-3835	149	92	&	&	CCONJ
ajis02-3835	149	93	binns	binn	NOUN
ajis02-3835	149	94	,	,	PUNCT
ajis02-3835	149	95	2017	2017	NUM
ajis02-3835	149	96	)	)	PUNCT
ajis02-3835	149	97	.	.	PUNCT
ajis02-3835	150	1	context	context	NOUN
ajis02-3835	150	2	-	-	PUNCT
ajis02-3835	150	3	specific	specific	ADJ
ajis02-3835	150	4	decision	decision	NOUN
ajis02-3835	150	5	-	-	PUNCT
ajis02-3835	150	6	making	make	VERB
ajis02-3835	150	7	algorithms	algorithm	NOUN
ajis02-3835	150	8	are	be	AUX
ajis02-3835	150	9	put	put	VERB
ajis02-3835	150	10	forward	forward	ADV
ajis02-3835	150	11	as	as	ADP
ajis02-3835	150	12	being	be	AUX
ajis02-3835	150	13	more	more	ADV
ajis02-3835	150	14	effective	effective	ADJ
ajis02-3835	150	15	;	;	PUNCT
ajis02-3835	150	16	however	however	ADV
ajis02-3835	150	17	,	,	PUNCT
ajis02-3835	150	18	they	they	PRON
ajis02-3835	150	19	require	require	VERB
ajis02-3835	150	20	continuous	continuous	ADJ
ajis02-3835	150	21	re	re	NOUN
ajis02-3835	150	22	-	-	NOUN
ajis02-3835	150	23	design	design	NOUN
ajis02-3835	150	24	as	as	ADP
ajis02-3835	150	25	per	per	ADP
ajis02-3835	150	26	the	the	DET
ajis02-3835	150	27	specific	specific	ADJ
ajis02-3835	150	28	contextual	contextual	ADJ
ajis02-3835	150	29	conditions	condition	NOUN
ajis02-3835	150	30	(	(	PUNCT
ajis02-3835	150	31	marabelli	marabelli	PROPN
ajis02-3835	150	32	et	et	PROPN
ajis02-3835	150	33	al	al	PROPN
ajis02-3835	150	34	.	.	PROPN
ajis02-3835	150	35	,	,	PUNCT
ajis02-3835	150	36	2021	2021	NUM
ajis02-3835	150	37	)	)	PUNCT
ajis02-3835	150	38	.	.	PUNCT
ajis02-3835	151	1	appropriate	appropriate	ADJ
ajis02-3835	151	2	choices	choice	NOUN
ajis02-3835	151	3	for	for	ADP
ajis02-3835	151	4	ai	ai	ADV
ajis02-3835	151	5	-	-	PUNCT
ajis02-3835	151	6	based	base	VERB
ajis02-3835	151	7	decision	decision	NOUN
ajis02-3835	151	8	-	-	PUNCT
ajis02-3835	151	9	making	make	VERB
ajis02-3835	151	10	systems	system	NOUN
ajis02-3835	151	11	need	need	VERB
ajis02-3835	151	12	to	to	PART
ajis02-3835	151	13	be	be	AUX
ajis02-3835	151	14	made	make	VERB
ajis02-3835	151	15	,	,	PUNCT
ajis02-3835	151	16	depending	depend	VERB
ajis02-3835	151	17	on	on	ADP
ajis02-3835	151	18	the	the	DET
ajis02-3835	151	19	context	context	NOUN
ajis02-3835	151	20	in	in	ADP
ajis02-3835	151	21	which	which	PRON
ajis02-3835	151	22	they	they	PRON
ajis02-3835	151	23	are	be	AUX
ajis02-3835	151	24	being	be	AUX
ajis02-3835	151	25	used	use	VERB
ajis02-3835	151	26	(	(	PUNCT
ajis02-3835	151	27	marabelli	marabelli	PROPN
ajis02-3835	151	28	et	et	PROPN
ajis02-3835	151	29	al	al	PROPN
ajis02-3835	151	30	.	.	PROPN
ajis02-3835	151	31	,	,	PUNCT
ajis02-3835	151	32	2021	2021	NUM
ajis02-3835	151	33	)	)	PUNCT
ajis02-3835	151	34	.	.	PUNCT
ajis02-3835	152	1	moreover	moreover	ADV
ajis02-3835	152	2	,	,	PUNCT
ajis02-3835	152	3	paying	pay	VERB
ajis02-3835	152	4	additional	additional	ADJ
ajis02-3835	152	5	attention	attention	NOUN
ajis02-3835	152	6	to	to	ADP
ajis02-3835	152	7	the	the	DET
ajis02-3835	152	8	context	context	NOUN
ajis02-3835	152	9	of	of	ADP
ajis02-3835	152	10	the	the	DET
ajis02-3835	152	11	ai	ai	NOUN
ajis02-3835	152	12	-	-	PUNCT
ajis02-3835	152	13	based	base	VERB
ajis02-3835	152	14	decision	decision	NOUN
ajis02-3835	152	15	-	-	PUNCT
ajis02-3835	152	16	making	make	VERB
ajis02-3835	152	17	systems	system	NOUN
ajis02-3835	152	18	,	,	PUNCT
ajis02-3835	152	19	data	datum	NOUN
ajis02-3835	152	20	and	and	CCONJ
ajis02-3835	152	21	people	people	NOUN
ajis02-3835	152	22	involved	involve	VERB
ajis02-3835	152	23	can	can	AUX
ajis02-3835	152	24	effectively	effectively	ADV
ajis02-3835	152	25	decrease	decrease	VERB
ajis02-3835	152	26	their	their	PRON
ajis02-3835	152	27	discriminatory	discriminatory	ADJ
ajis02-3835	152	28	outcomes	outcome	NOUN
ajis02-3835	152	29	(	(	PUNCT
ajis02-3835	152	30	marabelli	marabelli	PROPN
ajis02-3835	152	31	et	et	PROPN
ajis02-3835	152	32	al	al	PROPN
ajis02-3835	152	33	.	.	PROPN
ajis02-3835	152	34	,	,	PUNCT
ajis02-3835	152	35	2021	2021	NUM
ajis02-3835	152	36	)	)	PUNCT
ajis02-3835	152	37	.	.	PUNCT
ajis02-3835	153	1	4.2.2	4.2.2	NUM
ajis02-3835	153	2	fair	fair	ADJ
ajis02-3835	153	3	ai	ai	VERB
ajis02-3835	153	4	management	management	NOUN
ajis02-3835	153	5	approaches	approach	NOUN
ajis02-3835	153	6	hayes	hayes	PROPN
ajis02-3835	153	7	et	et	PROPN
ajis02-3835	153	8	al	al	PROPN
ajis02-3835	153	9	.	.	PROPN
ajis02-3835	154	1	(	(	PUNCT
ajis02-3835	154	2	2020	2020	NUM
ajis02-3835	154	3	)	)	PUNCT
ajis02-3835	154	4	found	find	VERB
ajis02-3835	154	5	that	that	SCONJ
ajis02-3835	154	6	,	,	PUNCT
ajis02-3835	154	7	due	due	ADP
ajis02-3835	154	8	to	to	ADP
ajis02-3835	154	9	unethical	unethical	ADJ
ajis02-3835	154	10	data	datum	NOUN
ajis02-3835	154	11	practices	practice	NOUN
ajis02-3835	154	12	,	,	PUNCT
ajis02-3835	154	13	misreporting	misreporte	VERB
ajis02-3835	154	14	of	of	ADP
ajis02-3835	154	15	data	datum	NOUN
ajis02-3835	154	16	and	and	CCONJ
ajis02-3835	154	17	other	other	ADJ
ajis02-3835	154	18	misconducts	misconduct	NOUN
ajis02-3835	154	19	related	relate	VERB
ajis02-3835	154	20	to	to	ADP
ajis02-3835	154	21	data	data	NOUN
ajis02-3835	154	22	collection	collection	NOUN
ajis02-3835	154	23	and	and	CCONJ
ajis02-3835	154	24	preparation	preparation	NOUN
ajis02-3835	154	25	as	as	ADV
ajis02-3835	154	26	well	well	ADV
ajis02-3835	154	27	as	as	ADP
ajis02-3835	154	28	the	the	DET
ajis02-3835	154	29	ability	ability	NOUN
ajis02-3835	154	30	of	of	ADP
ajis02-3835	154	31	ai	ai	AUX
ajis02-3835	154	32	decisionmaking	decisionmake	VERB
ajis02-3835	154	33	algorithms	algorithm	NOUN
ajis02-3835	154	34	to	to	ADP
ajis02-3835	154	35	self	self	NOUN
ajis02-3835	154	36	-	-	PUNCT
ajis02-3835	154	37	learn	learn	NOUN
ajis02-3835	154	38	from	from	ADP
ajis02-3835	154	39	the	the	DET
ajis02-3835	154	40	so	so	ADV
ajis02-3835	154	41	-	-	PUNCT
ajis02-3835	154	42	called	call	VERB
ajis02-3835	154	43	pernicious	pernicious	ADJ
ajis02-3835	154	44	feedback	feedback	NOUN
ajis02-3835	154	45	of	of	ADP
ajis02-3835	154	46	their	their	PRON
ajis02-3835	154	47	own	own	ADJ
ajis02-3835	154	48	,	,	PUNCT
ajis02-3835	154	49	biased	biased	ADJ
ajis02-3835	154	50	decisions	decision	NOUN
ajis02-3835	154	51	worsen	worsen	VERB
ajis02-3835	154	52	the	the	DET
ajis02-3835	154	53	ai	ai	ADJ
ajis02-3835	154	54	outcomes	outcome	NOUN
ajis02-3835	154	55	.	.	PUNCT
ajis02-3835	155	1	to	to	PART
ajis02-3835	155	2	address	address	VERB
ajis02-3835	155	3	this	this	DET
ajis02-3835	155	4	concern	concern	NOUN
ajis02-3835	155	5	,	,	PUNCT
ajis02-3835	155	6	researchers	researcher	NOUN
ajis02-3835	155	7	(	(	PUNCT
ajis02-3835	155	8	johnson	johnson	PROPN
ajis02-3835	155	9	,	,	PUNCT
ajis02-3835	155	10	2019	2019	NUM
ajis02-3835	155	11	;	;	PUNCT
ajis02-3835	155	12	miron	miron	PROPN
ajis02-3835	155	13	et	et	PROPN
ajis02-3835	155	14	al	al	PROPN
ajis02-3835	155	15	.	.	PROPN
ajis02-3835	155	16	,	,	PUNCT
ajis02-3835	155	17	2020	2020	NUM
ajis02-3835	155	18	)	)	PUNCT
ajis02-3835	155	19	suggest	suggest	VERB
ajis02-3835	155	20	incorporating	incorporate	VERB
ajis02-3835	155	21	testing	testing	NOUN
ajis02-3835	155	22	and	and	CCONJ
ajis02-3835	155	23	auditing	audit	VERB
ajis02-3835	155	24	the	the	DET
ajis02-3835	155	25	ai	ai	NOUN
ajis02-3835	155	26	-	-	PUNCT
ajis02-3835	155	27	based	base	VERB
ajis02-3835	155	28	decision	decision	NOUN
ajis02-3835	155	29	-	-	PUNCT
ajis02-3835	155	30	making	make	VERB
ajis02-3835	155	31	algorithms	algorithm	NOUN
ajis02-3835	155	32	into	into	ADP
ajis02-3835	155	33	the	the	DET
ajis02-3835	155	34	design	design	NOUN
ajis02-3835	155	35	and	and	CCONJ
ajis02-3835	155	36	implementation	implementation	NOUN
ajis02-3835	155	37	phase	phase	NOUN
ajis02-3835	155	38	.	.	PUNCT
ajis02-3835	156	1	this	this	PRON
ajis02-3835	156	2	could	could	AUX
ajis02-3835	156	3	involve	involve	VERB
ajis02-3835	156	4	external	external	ADJ
ajis02-3835	156	5	auditors	auditor	NOUN
ajis02-3835	156	6	or	or	CCONJ
ajis02-3835	156	7	internal	internal	ADJ
ajis02-3835	156	8	compliance	compliance	NOUN
ajis02-3835	156	9	auditors	auditor	NOUN
ajis02-3835	156	10	(	(	PUNCT
ajis02-3835	156	11	martinez	martinez	PROPN
ajis02-3835	156	12	&	&	CCONJ
ajis02-3835	156	13	fernandez	fernandez	PROPN
ajis02-3835	156	14	,	,	PUNCT
ajis02-3835	156	15	2020	2020	NUM
ajis02-3835	156	16	;	;	PUNCT
ajis02-3835	156	17	kyriazanos	kyriazanos	PROPN
ajis02-3835	156	18	et	et	PROPN
ajis02-3835	156	19	al	al	PROPN
ajis02-3835	156	20	.	.	PROPN
ajis02-3835	156	21	,	,	PUNCT
ajis02-3835	156	22	2019	2019	NUM
ajis02-3835	156	23	)	)	PUNCT
ajis02-3835	156	24	.	.	PUNCT
ajis02-3835	157	1	for	for	ADP
ajis02-3835	157	2	example	example	NOUN
ajis02-3835	157	3	,	,	PUNCT
ajis02-3835	157	4	ai	ai	AUX
ajis02-3835	157	5	experts	expert	NOUN
ajis02-3835	157	6	can	can	AUX
ajis02-3835	157	7	maintain	maintain	VERB
ajis02-3835	157	8	regular	regular	ADJ
ajis02-3835	157	9	testing	testing	NOUN
ajis02-3835	157	10	and	and	CCONJ
ajis02-3835	157	11	verification	verification	NOUN
ajis02-3835	157	12	of	of	ADP
ajis02-3835	157	13	ai	ai	NOUN
ajis02-3835	157	14	-	-	PUNCT
ajis02-3835	157	15	based	base	VERB
ajis02-3835	157	16	decision	decision	NOUN
ajis02-3835	157	17	-	-	PUNCT
ajis02-3835	157	18	making	make	VERB
ajis02-3835	157	19	systems	system	NOUN
ajis02-3835	157	20	and	and	CCONJ
ajis02-3835	157	21	can	can	AUX
ajis02-3835	157	22	also	also	ADV
ajis02-3835	157	23	use	use	VERB
ajis02-3835	157	24	interpretation	interpretation	NOUN
ajis02-3835	157	25	tools	tool	NOUN
ajis02-3835	157	26	to	to	PART
ajis02-3835	157	27	diagnose	diagnose	VERB
ajis02-3835	157	28	potential	potential	ADJ
ajis02-3835	157	29	problems	problem	NOUN
ajis02-3835	157	30	and	and	CCONJ
ajis02-3835	157	31	challenges	challenge	NOUN
ajis02-3835	157	32	(	(	PUNCT
ajis02-3835	157	33	wu	wu	PROPN
ajis02-3835	157	34	et	et	PROPN
ajis02-3835	157	35	al	al	PROPN
ajis02-3835	157	36	.	.	PROPN
ajis02-3835	157	37	,	,	PUNCT
ajis02-3835	157	38	2019	2019	NUM
ajis02-3835	157	39	)	)	PUNCT
ajis02-3835	157	40	.	.	PUNCT
ajis02-3835	158	1	australasian	australasian	ADJ
ajis02-3835	158	2	journal	journal	NOUN
ajis02-3835	158	3	of	of	ADP
ajis02-3835	158	4	information	information	NOUN
ajis02-3835	158	5	systems	system	NOUN
ajis02-3835	158	6	nadeem	nadeem	PROPN
ajis02-3835	158	7	,	,	PUNCT
ajis02-3835	158	8	marjanovic	marjanovic	PROPN
ajis02-3835	158	9	&	&	CCONJ
ajis02-3835	158	10	abedin	abedin	PROPN
ajis02-3835	158	11	2022	2022	NUM
ajis02-3835	158	12	,	,	PUNCT
ajis02-3835	158	13	vol	vol	NOUN
ajis02-3835	158	14	26	26	NUM
ajis02-3835	158	15	,	,	PUNCT
ajis02-3835	158	16	selected	select	VERB
ajis02-3835	158	17	papers	paper	NOUN
ajis02-3835	158	18	from	from	ADP
ajis02-3835	158	19	acis	acis	PROPN
ajis02-3835	158	20	2020	2020	NUM
ajis02-3835	158	21	gender	gender	NOUN
ajis02-3835	158	22	bias	bias	NOUN
ajis02-3835	158	23	in	in	ADP
ajis02-3835	158	24	ai	ai	PROPN
ajis02-3835	158	25	11	11	NUM
ajis02-3835	158	26	other	other	ADJ
ajis02-3835	158	27	recommended	recommend	VERB
ajis02-3835	158	28	strategies	strategy	NOUN
ajis02-3835	158	29	focus	focus	VERB
ajis02-3835	158	30	on	on	ADP
ajis02-3835	158	31	human	human	ADJ
ajis02-3835	158	32	-	-	PUNCT
ajis02-3835	158	33	decision	decision	NOUN
ajis02-3835	158	34	makers	maker	NOUN
ajis02-3835	158	35	.	.	PUNCT
ajis02-3835	159	1	if	if	SCONJ
ajis02-3835	159	2	given	give	VERB
ajis02-3835	159	3	authority	authority	NOUN
ajis02-3835	159	4	,	,	PUNCT
ajis02-3835	159	5	humans	human	NOUN
ajis02-3835	159	6	actively	actively	ADV
ajis02-3835	159	7	involved	involve	VERB
ajis02-3835	159	8	in	in	ADP
ajis02-3835	159	9	the	the	DET
ajis02-3835	159	10	ultimate	ultimate	ADJ
ajis02-3835	159	11	decision	decision	NOUN
ajis02-3835	159	12	-	-	PUNCT
ajis02-3835	159	13	making	making	NOUN
ajis02-3835	159	14	can	can	AUX
ajis02-3835	159	15	effectively	effectively	ADV
ajis02-3835	159	16	adjust	adjust	VERB
ajis02-3835	159	17	the	the	DET
ajis02-3835	159	18	outcomes	outcome	NOUN
ajis02-3835	159	19	provided	provide	VERB
ajis02-3835	159	20	by	by	ADP
ajis02-3835	159	21	the	the	DET
ajis02-3835	159	22	technical	technical	ADJ
ajis02-3835	159	23	components	component	NOUN
ajis02-3835	159	24	of	of	ADP
ajis02-3835	159	25	ai	ai	NOUN
ajis02-3835	159	26	-	-	PUNCT
ajis02-3835	159	27	based	base	VERB
ajis02-3835	159	28	decision	decision	NOUN
ajis02-3835	159	29	-	-	PUNCT
ajis02-3835	159	30	making	make	VERB
ajis02-3835	159	31	systems	system	NOUN
ajis02-3835	159	32	(	(	PUNCT
ajis02-3835	159	33	hayes	hayes	PROPN
ajis02-3835	159	34	et	et	PROPN
ajis02-3835	159	35	al	al	PROPN
ajis02-3835	159	36	.	.	PROPN
ajis02-3835	159	37	,	,	PUNCT
ajis02-3835	159	38	2020	2020	NUM
ajis02-3835	159	39	)	)	PUNCT
ajis02-3835	159	40	.	.	PUNCT
ajis02-3835	160	1	further	far	ADV
ajis02-3835	160	2	inclusiveness	inclusiveness	NOUN
ajis02-3835	160	3	and	and	CCONJ
ajis02-3835	160	4	diversity	diversity	NOUN
ajis02-3835	160	5	training	training	NOUN
ajis02-3835	160	6	to	to	ADP
ajis02-3835	160	7	decision	decision	NOUN
ajis02-3835	160	8	-	-	PUNCT
ajis02-3835	160	9	makers	maker	NOUN
ajis02-3835	160	10	is	be	AUX
ajis02-3835	160	11	also	also	ADV
ajis02-3835	160	12	suggested	suggest	VERB
ajis02-3835	160	13	as	as	ADP
ajis02-3835	160	14	an	an	DET
ajis02-3835	160	15	approach	approach	NOUN
ajis02-3835	160	16	to	to	PART
ajis02-3835	160	17	avoid	avoid	VERB
ajis02-3835	160	18	unconscious	unconscious	ADJ
ajis02-3835	160	19	bias	bias	NOUN
ajis02-3835	160	20	and	and	CCONJ
ajis02-3835	160	21	,	,	PUNCT
ajis02-3835	160	22	most	most	ADV
ajis02-3835	160	23	importantly	importantly	ADV
ajis02-3835	160	24	,	,	PUNCT
ajis02-3835	160	25	understand	understand	VERB
ajis02-3835	160	26	and	and	CCONJ
ajis02-3835	160	27	identify	identify	VERB
ajis02-3835	160	28	of	of	ADP
ajis02-3835	160	29	when	when	SCONJ
ajis02-3835	160	30	to	to	PART
ajis02-3835	160	31	intervene	intervene	VERB
ajis02-3835	160	32	in	in	ADP
ajis02-3835	160	33	the	the	DET
ajis02-3835	160	34	ai	ai	NOUN
ajis02-3835	160	35	proposed	propose	VERB
ajis02-3835	160	36	decision	decision	NOUN
ajis02-3835	160	37	(	(	PUNCT
ajis02-3835	160	38	hayes	hayes	PROPN
ajis02-3835	160	39	et	et	PROPN
ajis02-3835	160	40	al	al	PROPN
ajis02-3835	160	41	.	.	PROPN
ajis02-3835	160	42	,	,	PUNCT
ajis02-3835	160	43	2020	2020	NUM
ajis02-3835	160	44	)	)	PUNCT
ajis02-3835	160	45	.	.	PUNCT
ajis02-3835	161	1	likewise	likewise	ADV
ajis02-3835	161	2	,	,	PUNCT
ajis02-3835	161	3	institution	institution	NOUN
ajis02-3835	161	4	-	-	PUNCT
ajis02-3835	161	5	wide	wide	ADJ
ajis02-3835	161	6	education	education	NOUN
ajis02-3835	161	7	that	that	PRON
ajis02-3835	161	8	involves	involve	VERB
ajis02-3835	161	9	principles	principle	NOUN
ajis02-3835	161	10	of	of	ADP
ajis02-3835	161	11	ethics	ethic	NOUN
ajis02-3835	161	12	,	,	PUNCT
ajis02-3835	161	13	such	such	ADJ
ajis02-3835	161	14	as	as	ADP
ajis02-3835	161	15	promoting	promote	VERB
ajis02-3835	161	16	ethical	ethical	ADJ
ajis02-3835	161	17	education	education	NOUN
ajis02-3835	161	18	for	for	ADP
ajis02-3835	161	19	every	every	DET
ajis02-3835	161	20	stakeholder	stakeholder	NOUN
ajis02-3835	161	21	involved	involve	VERB
ajis02-3835	161	22	in	in	ADP
ajis02-3835	161	23	ai	ai	PROPN
ajis02-3835	161	24	practices	practice	NOUN
ajis02-3835	161	25	(	(	PUNCT
ajis02-3835	161	26	martin	martin	PROPN
ajis02-3835	161	27	,	,	PUNCT
ajis02-3835	161	28	2019	2019	NUM
ajis02-3835	161	29	;	;	PUNCT
ajis02-3835	161	30	noriega	noriega	PROPN
ajis02-3835	161	31	,	,	PUNCT
ajis02-3835	161	32	2020	2020	NUM
ajis02-3835	161	33	)	)	PUNCT
ajis02-3835	161	34	,	,	PUNCT
ajis02-3835	161	35	is	be	AUX
ajis02-3835	161	36	reported	report	VERB
ajis02-3835	161	37	to	to	PART
ajis02-3835	161	38	assist	assist	VERB
ajis02-3835	161	39	in	in	ADP
ajis02-3835	161	40	detecting	detect	VERB
ajis02-3835	161	41	gender	gender	NOUN
ajis02-3835	161	42	-	-	PUNCT
ajis02-3835	161	43	biased	bias	VERB
ajis02-3835	161	44	outcomes	outcome	NOUN
ajis02-3835	161	45	.	.	PUNCT
ajis02-3835	162	1	other	other	ADJ
ajis02-3835	162	2	education	education	NOUN
ajis02-3835	162	3	-	-	PUNCT
ajis02-3835	162	4	based	base	VERB
ajis02-3835	162	5	approaches	approach	NOUN
ajis02-3835	162	6	include	include	VERB
ajis02-3835	162	7	professional	professional	ADJ
ajis02-3835	162	8	certifications	certification	NOUN
ajis02-3835	162	9	and	and	CCONJ
ajis02-3835	162	10	courses	course	NOUN
ajis02-3835	162	11	focused	focus	VERB
ajis02-3835	162	12	on	on	ADP
ajis02-3835	162	13	building	build	VERB
ajis02-3835	162	14	awareness	awareness	NOUN
ajis02-3835	162	15	of	of	ADP
ajis02-3835	162	16	gender	gender	NOUN
ajis02-3835	162	17	bias	bias	NOUN
ajis02-3835	162	18	in	in	ADP
ajis02-3835	162	19	ai	ai	ADV
ajis02-3835	162	20	-	-	PUNCT
ajis02-3835	162	21	based	base	VERB
ajis02-3835	162	22	decisionmaking	decisionmake	VERB
ajis02-3835	162	23	systems	system	NOUN
ajis02-3835	162	24	(	(	PUNCT
ajis02-3835	162	25	martin	martin	PROPN
ajis02-3835	162	26	,	,	PUNCT
ajis02-3835	162	27	2019	2019	NUM
ajis02-3835	162	28	)	)	PUNCT
ajis02-3835	162	29	.	.	PUNCT
ajis02-3835	163	1	in	in	ADP
ajis02-3835	163	2	addition	addition	NOUN
ajis02-3835	163	3	,	,	PUNCT
ajis02-3835	163	4	increased	increase	VERB
ajis02-3835	163	5	and	and	CCONJ
ajis02-3835	163	6	enhanced	enhance	VERB
ajis02-3835	163	7	ai	ai	VERB
ajis02-3835	163	8	corporate	corporate	ADJ
ajis02-3835	163	9	governance	governance	NOUN
ajis02-3835	163	10	regarding	regard	VERB
ajis02-3835	163	11	gender	gender	NOUN
ajis02-3835	163	12	inclusion	inclusion	NOUN
ajis02-3835	163	13	in	in	ADP
ajis02-3835	163	14	the	the	DET
ajis02-3835	163	15	development	development	NOUN
ajis02-3835	163	16	of	of	ADP
ajis02-3835	163	17	ai	ai	PROPN
ajis02-3835	163	18	technologies	technology	NOUN
ajis02-3835	163	19	is	be	AUX
ajis02-3835	163	20	suggested	suggest	VERB
ajis02-3835	163	21	as	as	ADP
ajis02-3835	163	22	a	a	DET
ajis02-3835	163	23	strategy	strategy	NOUN
ajis02-3835	163	24	to	to	PART
ajis02-3835	163	25	introduce	introduce	VERB
ajis02-3835	163	26	diverse	diverse	ADJ
ajis02-3835	163	27	perspectives	perspective	NOUN
ajis02-3835	163	28	(	(	PUNCT
ajis02-3835	163	29	costa	costa	PROPN
ajis02-3835	163	30	&	&	CCONJ
ajis02-3835	163	31	ribas	ribas	PROPN
ajis02-3835	163	32	,	,	PUNCT
ajis02-3835	163	33	2019	2019	NUM
ajis02-3835	163	34	;	;	PUNCT
ajis02-3835	163	35	johnson	johnson	PROPN
ajis02-3835	163	36	,	,	PUNCT
ajis02-3835	163	37	2019	2019	NUM
ajis02-3835	163	38	;	;	PUNCT
ajis02-3835	163	39	lee	lee	PROPN
ajis02-3835	163	40	,	,	PUNCT
ajis02-3835	163	41	2018	2018	NUM
ajis02-3835	163	42	;	;	PUNCT
ajis02-3835	163	43	ntoutsi	ntoutsi	PROPN
ajis02-3835	163	44	et	et	PROPN
ajis02-3835	163	45	al	al	PROPN
ajis02-3835	163	46	.	.	PROPN
ajis02-3835	163	47	,	,	PUNCT
ajis02-3835	163	48	2019	2019	NUM
ajis02-3835	163	49	)	)	PUNCT
ajis02-3835	163	50	and	and	CCONJ
ajis02-3835	163	51	to	to	PART
ajis02-3835	163	52	ensure	ensure	VERB
ajis02-3835	163	53	that	that	SCONJ
ajis02-3835	163	54	gender	gender	NOUN
ajis02-3835	163	55	bias	bias	NOUN
ajis02-3835	163	56	is	be	AUX
ajis02-3835	163	57	addressed	address	VERB
ajis02-3835	163	58	in	in	ADP
ajis02-3835	163	59	ai	ai	PROPN
ajis02-3835	163	60	(	(	PUNCT
ajis02-3835	163	61	ibrahim	ibrahim	PROPN
ajis02-3835	163	62	et	et	PROPN
ajis02-3835	163	63	al	al	PROPN
ajis02-3835	163	64	.	.	PROPN
ajis02-3835	163	65	,	,	PUNCT
ajis02-3835	163	66	2020	2020	NUM
ajis02-3835	163	67	)	)	PUNCT
ajis02-3835	163	68	.	.	PUNCT
ajis02-3835	164	1	enhanced	enhance	VERB
ajis02-3835	164	2	gender	gender	NOUN
ajis02-3835	164	3	diversity	diversity	NOUN
ajis02-3835	164	4	and	and	CCONJ
ajis02-3835	164	5	inclusion	inclusion	NOUN
ajis02-3835	164	6	in	in	ADP
ajis02-3835	164	7	the	the	DET
ajis02-3835	164	8	technology	technology	NOUN
ajis02-3835	164	9	sector	sector	NOUN
ajis02-3835	164	10	,	,	PUNCT
ajis02-3835	164	11	especially	especially	ADV
ajis02-3835	164	12	in	in	ADP
ajis02-3835	164	13	development	development	NOUN
ajis02-3835	164	14	for	for	ADP
ajis02-3835	164	15	ai	ai	ADV
ajis02-3835	164	16	-	-	PUNCT
ajis02-3835	164	17	based	base	VERB
ajis02-3835	164	18	decision	decision	NOUN
ajis02-3835	164	19	-	-	PUNCT
ajis02-3835	164	20	making	make	VERB
ajis02-3835	164	21	systems	system	NOUN
ajis02-3835	164	22	(	(	PUNCT
ajis02-3835	164	23	lambrecht	lambrecht	PROPN
ajis02-3835	164	24	&	&	CCONJ
ajis02-3835	164	25	tucker	tucker	PROPN
ajis02-3835	164	26	,	,	PUNCT
ajis02-3835	164	27	2019	2019	NUM
ajis02-3835	164	28	)	)	PUNCT
ajis02-3835	164	29	,	,	PUNCT
ajis02-3835	164	30	is	be	AUX
ajis02-3835	164	31	proposed	propose	VERB
ajis02-3835	164	32	to	to	PART
ajis02-3835	164	33	avoid	avoid	VERB
ajis02-3835	164	34	homogeneous	homogeneous	ADJ
ajis02-3835	164	35	and	and	CCONJ
ajis02-3835	164	36	predominantly	predominantly	ADV
ajis02-3835	164	37	male	male	NOUN
ajis02-3835	164	38	-	-	PUNCT
ajis02-3835	164	39	dominated	dominate	VERB
ajis02-3835	164	40	leaderships	leadership	NOUN
ajis02-3835	164	41	and	and	CCONJ
ajis02-3835	164	42	decisions	decision	NOUN
ajis02-3835	164	43	(	(	PUNCT
ajis02-3835	164	44	johnson	johnson	PROPN
ajis02-3835	164	45	,	,	PUNCT
ajis02-3835	164	46	2019	2019	NUM
ajis02-3835	164	47	)	)	PUNCT
ajis02-3835	164	48	.	.	PUNCT
ajis02-3835	165	1	when	when	SCONJ
ajis02-3835	165	2	applied	apply	VERB
ajis02-3835	165	3	to	to	AUX
ajis02-3835	165	4	ai	ai	VERB
ajis02-3835	165	5	,	,	PUNCT
ajis02-3835	165	6	the	the	DET
ajis02-3835	165	7	inclusion	inclusion	NOUN
ajis02-3835	165	8	of	of	ADP
ajis02-3835	165	9	a	a	DET
ajis02-3835	165	10	more	more	ADV
ajis02-3835	165	11	diverse	diverse	ADJ
ajis02-3835	165	12	it	it	PRON
ajis02-3835	165	13	workforce	workforce	NOUN
ajis02-3835	165	14	in	in	ADP
ajis02-3835	165	15	the	the	DET
ajis02-3835	165	16	design	design	NOUN
ajis02-3835	165	17	and	and	CCONJ
ajis02-3835	165	18	implementation	implementation	NOUN
ajis02-3835	165	19	of	of	ADP
ajis02-3835	165	20	algorithms	algorithm	NOUN
ajis02-3835	165	21	and	and	CCONJ
ajis02-3835	165	22	diversity	diversity	NOUN
ajis02-3835	165	23	of	of	ADP
ajis02-3835	165	24	thoughts	thought	NOUN
ajis02-3835	165	25	in	in	ADP
ajis02-3835	165	26	ai	ai	ADJ
ajis02-3835	165	27	development	development	NOUN
ajis02-3835	165	28	is	be	AUX
ajis02-3835	165	29	reported	report	VERB
ajis02-3835	165	30	to	to	PART
ajis02-3835	165	31	bring	bring	VERB
ajis02-3835	165	32	a	a	DET
ajis02-3835	165	33	multicultural	multicultural	ADJ
ajis02-3835	165	34	perspective	perspective	NOUN
ajis02-3835	165	35	to	to	PART
ajis02-3835	165	36	ai	ai	VERB
ajis02-3835	165	37	design	design	NOUN
ajis02-3835	165	38	,	,	PUNCT
ajis02-3835	165	39	which	which	PRON
ajis02-3835	165	40	in	in	ADP
ajis02-3835	165	41	turn	turn	NOUN
ajis02-3835	165	42	might	might	AUX
ajis02-3835	165	43	mitigate	mitigate	VERB
ajis02-3835	165	44	gender	gender	NOUN
ajis02-3835	165	45	bias	bias	NOUN
ajis02-3835	165	46	(	(	PUNCT
ajis02-3835	165	47	ibrahim	ibrahim	NOUN
ajis02-3835	165	48	et	et	PROPN
ajis02-3835	165	49	al	al	PROPN
ajis02-3835	165	50	.	.	PROPN
ajis02-3835	165	51	,	,	PUNCT
ajis02-3835	165	52	2020	2020	NUM
ajis02-3835	165	53	;	;	PUNCT
ajis02-3835	166	1	wu	wu	PROPN
ajis02-3835	166	2	et	et	PROPN
ajis02-3835	166	3	al	al	PROPN
ajis02-3835	166	4	.	.	PROPN
ajis02-3835	166	5	,	,	PUNCT
ajis02-3835	166	6	2019	2019	NUM
ajis02-3835	166	7	)	)	PUNCT
ajis02-3835	166	8	.	.	PUNCT
ajis02-3835	167	1	organisations	organisation	NOUN
ajis02-3835	167	2	also	also	ADV
ajis02-3835	167	3	need	need	VERB
ajis02-3835	167	4	to	to	PART
ajis02-3835	167	5	develop	develop	VERB
ajis02-3835	167	6	fair	fair	ADJ
ajis02-3835	167	7	and	and	CCONJ
ajis02-3835	167	8	ethical	ethical	ADJ
ajis02-3835	167	9	internal	internal	ADJ
ajis02-3835	167	10	structures	structure	NOUN
ajis02-3835	167	11	,	,	PUNCT
ajis02-3835	167	12	corporate	corporate	ADJ
ajis02-3835	167	13	strategies	strategy	NOUN
ajis02-3835	167	14	,	,	PUNCT
ajis02-3835	167	15	and	and	CCONJ
ajis02-3835	167	16	governance	governance	NOUN
ajis02-3835	167	17	to	to	PART
ajis02-3835	167	18	manage	manage	VERB
ajis02-3835	167	19	gender	gender	NOUN
ajis02-3835	167	20	imbalance	imbalance	NOUN
ajis02-3835	167	21	;	;	PUNCT
ajis02-3835	167	22	gender	gender	NOUN
ajis02-3835	167	23	diversity	diversity	NOUN
ajis02-3835	167	24	among	among	ADP
ajis02-3835	167	25	board	board	NOUN
ajis02-3835	167	26	members	member	NOUN
ajis02-3835	167	27	,	,	PUNCT
ajis02-3835	167	28	management	management	NOUN
ajis02-3835	167	29	,	,	PUNCT
ajis02-3835	167	30	senior	senior	ADJ
ajis02-3835	167	31	developers	developer	NOUN
ajis02-3835	167	32	,	,	PUNCT
ajis02-3835	167	33	and	and	CCONJ
ajis02-3835	167	34	general	general	ADJ
ajis02-3835	167	35	leadership	leadership	NOUN
ajis02-3835	167	36	encourages	encourage	VERB
ajis02-3835	167	37	people	people	NOUN
ajis02-3835	167	38	from	from	ADP
ajis02-3835	167	39	diverse	diverse	ADJ
ajis02-3835	167	40	backgrounds	background	NOUN
ajis02-3835	167	41	,	,	PUNCT
ajis02-3835	167	42	and	and	CCONJ
ajis02-3835	167	43	offers	offer	VERB
ajis02-3835	167	44	pathway	pathway	NOUN
ajis02-3835	167	45	towards	towards	ADP
ajis02-3835	167	46	mitigating	mitigate	VERB
ajis02-3835	167	47	gender	gender	NOUN
ajis02-3835	167	48	bias	bias	NOUN
ajis02-3835	167	49	(	(	PUNCT
ajis02-3835	167	50	johnson	johnson	PROPN
ajis02-3835	167	51	,	,	PUNCT
ajis02-3835	167	52	2019	2019	NUM
ajis02-3835	167	53	)	)	PUNCT
ajis02-3835	167	54	.	.	PUNCT
ajis02-3835	168	1	4.2.3	4.2.3	PROPN
ajis02-3835	168	2	ai	ai	VERB
ajis02-3835	168	3	governance	governance	NOUN
ajis02-3835	168	4	and	and	CCONJ
ajis02-3835	168	5	regulatory	regulatory	ADJ
ajis02-3835	168	6	approaches	approach	NOUN
ajis02-3835	168	7	the	the	DET
ajis02-3835	168	8	beforementioned	beforementione	VERB
ajis02-3835	168	9	recent	recent	ADJ
ajis02-3835	168	10	proposal	proposal	NOUN
ajis02-3835	168	11	by	by	ADP
ajis02-3835	168	12	the	the	DET
ajis02-3835	168	13	european	european	PROPN
ajis02-3835	168	14	union	union	PROPN
ajis02-3835	168	15	(	(	PUNCT
ajis02-3835	168	16	2021	2021	NUM
ajis02-3835	168	17	)	)	PUNCT
ajis02-3835	168	18	highlights	highlight	NOUN
ajis02-3835	168	19	the	the	DET
ajis02-3835	168	20	significance	significance	NOUN
ajis02-3835	168	21	and	and	CCONJ
ajis02-3835	168	22	urgency	urgency	NOUN
ajis02-3835	168	23	of	of	ADP
ajis02-3835	168	24	creating	create	VERB
ajis02-3835	168	25	ai	ai	PROPN
ajis02-3835	168	26	regulations	regulation	NOUN
ajis02-3835	168	27	for	for	ADP
ajis02-3835	168	28	dealing	deal	VERB
ajis02-3835	168	29	with	with	ADP
ajis02-3835	168	30	humans	human	NOUN
ajis02-3835	168	31	.	.	PUNCT
ajis02-3835	169	1	introducing	introduce	VERB
ajis02-3835	169	2	rules	rule	NOUN
ajis02-3835	169	3	and	and	CCONJ
ajis02-3835	169	4	policies	policy	NOUN
ajis02-3835	169	5	governing	govern	VERB
ajis02-3835	169	6	ai	ai	NOUN
ajis02-3835	169	7	-	-	PUNCT
ajis02-3835	169	8	based	base	VERB
ajis02-3835	169	9	decision	decision	NOUN
ajis02-3835	169	10	-	-	PUNCT
ajis02-3835	169	11	making	make	VERB
ajis02-3835	169	12	systems	system	NOUN
ajis02-3835	169	13	ensures	ensure	VERB
ajis02-3835	169	14	better	well	ADJ
ajis02-3835	169	15	efficiency	efficiency	NOUN
ajis02-3835	169	16	in	in	ADP
ajis02-3835	169	17	the	the	DET
ajis02-3835	169	18	resulting	result	VERB
ajis02-3835	169	19	decisions	decision	NOUN
ajis02-3835	169	20	(	(	PUNCT
ajis02-3835	169	21	marabelli	marabelli	PROPN
ajis02-3835	169	22	et	et	PROPN
ajis02-3835	169	23	al	al	PROPN
ajis02-3835	169	24	.	.	PROPN
ajis02-3835	169	25	,	,	PUNCT
ajis02-3835	169	26	2021	2021	NUM
ajis02-3835	169	27	)	)	PUNCT
ajis02-3835	169	28	.	.	PUNCT
ajis02-3835	170	1	hayes	hayes	PROPN
ajis02-3835	170	2	et	et	PROPN
ajis02-3835	170	3	al	al	PROPN
ajis02-3835	170	4	.	.	PROPN
ajis02-3835	170	5	(	(	PUNCT
ajis02-3835	170	6	2020	2020	NUM
ajis02-3835	170	7	)	)	PUNCT
ajis02-3835	170	8	argue	argue	VERB
ajis02-3835	170	9	that	that	SCONJ
ajis02-3835	170	10	institutional	institutional	ADJ
ajis02-3835	170	11	ai	ai	PROPN
ajis02-3835	170	12	regulations	regulation	NOUN
ajis02-3835	170	13	should	should	AUX
ajis02-3835	170	14	be	be	AUX
ajis02-3835	170	15	developed	develop	VERB
ajis02-3835	170	16	and	and	CCONJ
ajis02-3835	170	17	implemented	implement	VERB
ajis02-3835	170	18	to	to	PART
ajis02-3835	170	19	increase	increase	VERB
ajis02-3835	170	20	transparency	transparency	NOUN
ajis02-3835	170	21	and	and	CCONJ
ajis02-3835	170	22	accountability	accountability	NOUN
ajis02-3835	170	23	in	in	ADP
ajis02-3835	170	24	ai	ai	ADJ
ajis02-3835	170	25	-	-	PUNCT
ajis02-3835	170	26	based	base	VERB
ajis02-3835	170	27	decision	decision	NOUN
ajis02-3835	170	28	-	-	PUNCT
ajis02-3835	170	29	making	make	VERB
ajis02-3835	170	30	systems	system	NOUN
ajis02-3835	170	31	.	.	PUNCT
ajis02-3835	171	1	at	at	ADP
ajis02-3835	171	2	the	the	DET
ajis02-3835	171	3	same	same	ADJ
ajis02-3835	171	4	time	time	NOUN
ajis02-3835	171	5	,	,	PUNCT
ajis02-3835	171	6	ai	ai	VERB
ajis02-3835	171	7	algorithms	algorithm	NOUN
ajis02-3835	171	8	should	should	AUX
ajis02-3835	171	9	not	not	PART
ajis02-3835	171	10	be	be	AUX
ajis02-3835	171	11	designed	design	VERB
ajis02-3835	171	12	in	in	ADP
ajis02-3835	171	13	a	a	DET
ajis02-3835	171	14	way	way	NOUN
ajis02-3835	171	15	that	that	PRON
ajis02-3835	171	16	precludes	preclude	VERB
ajis02-3835	171	17	individuals	individual	NOUN
ajis02-3835	171	18	from	from	ADP
ajis02-3835	171	19	taking	take	VERB
ajis02-3835	171	20	responsibility	responsibility	NOUN
ajis02-3835	171	21	(	(	PUNCT
ajis02-3835	171	22	martin	martin	PROPN
ajis02-3835	171	23	,	,	PUNCT
ajis02-3835	171	24	2019	2019	NUM
ajis02-3835	171	25	)	)	PUNCT
ajis02-3835	171	26	.	.	PUNCT
ajis02-3835	172	1	similarly	similarly	ADV
ajis02-3835	172	2	,	,	PUNCT
ajis02-3835	172	3	researchers	researcher	NOUN
ajis02-3835	172	4	argue	argue	VERB
ajis02-3835	172	5	that	that	SCONJ
ajis02-3835	172	6	users	user	NOUN
ajis02-3835	172	7	who	who	PRON
ajis02-3835	172	8	are	be	AUX
ajis02-3835	172	9	affected	affect	VERB
ajis02-3835	172	10	by	by	ADP
ajis02-3835	172	11	ai	ai	ADJ
ajis02-3835	172	12	decisions	decision	NOUN
ajis02-3835	172	13	should	should	AUX
ajis02-3835	172	14	have	have	VERB
ajis02-3835	172	15	the	the	DET
ajis02-3835	172	16	right	right	NOUN
ajis02-3835	172	17	to	to	PART
ajis02-3835	172	18	know	know	VERB
ajis02-3835	172	19	and	and	CCONJ
ajis02-3835	172	20	comprehend	comprehend	VERB
ajis02-3835	172	21	the	the	DET
ajis02-3835	172	22	reasons	reason	NOUN
ajis02-3835	172	23	behind	behind	ADP
ajis02-3835	172	24	those	those	DET
ajis02-3835	172	25	decisions	decision	NOUN
ajis02-3835	172	26	and	and	CCONJ
ajis02-3835	172	27	share	share	VERB
ajis02-3835	172	28	their	their	PRON
ajis02-3835	172	29	feedback	feedback	NOUN
ajis02-3835	172	30	on	on	ADP
ajis02-3835	172	31	them	they	PRON
ajis02-3835	172	32	(	(	PUNCT
ajis02-3835	172	33	wu	wu	PROPN
ajis02-3835	172	34	et	et	PROPN
ajis02-3835	172	35	al	al	PROPN
ajis02-3835	172	36	.	.	PROPN
ajis02-3835	172	37	,	,	PUNCT
ajis02-3835	172	38	2019	2019	NUM
ajis02-3835	172	39	)	)	PUNCT
ajis02-3835	172	40	.	.	PUNCT
ajis02-3835	173	1	having	have	VERB
ajis02-3835	173	2	regulations	regulation	NOUN
ajis02-3835	173	3	relating	relate	VERB
ajis02-3835	173	4	to	to	ADP
ajis02-3835	173	5	formal	formal	ADJ
ajis02-3835	173	6	verification	verification	NOUN
ajis02-3835	173	7	,	,	PUNCT
ajis02-3835	173	8	adhering	adhere	VERB
ajis02-3835	173	9	to	to	PART
ajis02-3835	173	10	ai	ai	VERB
ajis02-3835	173	11	ethical	ethical	ADJ
ajis02-3835	173	12	values	value	NOUN
ajis02-3835	173	13	and	and	CCONJ
ajis02-3835	173	14	testing	testing	NOUN
ajis02-3835	173	15	ai	ai	AUX
ajis02-3835	173	16	-	-	PUNCT
ajis02-3835	173	17	based	base	VERB
ajis02-3835	173	18	decisionmaking	decisionmake	VERB
ajis02-3835	173	19	systems	system	NOUN
ajis02-3835	173	20	in	in	ADP
ajis02-3835	173	21	place	place	NOUN
ajis02-3835	173	22	,	,	PUNCT
ajis02-3835	173	23	is	be	AUX
ajis02-3835	173	24	envisaged	envisage	VERB
ajis02-3835	173	25	to	to	PART
ajis02-3835	173	26	result	result	VERB
ajis02-3835	173	27	in	in	ADP
ajis02-3835	173	28	fair	fair	ADJ
ajis02-3835	173	29	outcomes	outcome	NOUN
ajis02-3835	173	30	(	(	PUNCT
ajis02-3835	173	31	lee	lee	PROPN
ajis02-3835	173	32	,	,	PUNCT
ajis02-3835	173	33	2018	2018	NUM
ajis02-3835	173	34	;	;	PUNCT
ajis02-3835	173	35	wu	wu	PROPN
ajis02-3835	173	36	et	et	PROPN
ajis02-3835	173	37	al	al	PROPN
ajis02-3835	173	38	.	.	PROPN
ajis02-3835	173	39	,	,	PUNCT
ajis02-3835	173	40	2019	2019	NUM
ajis02-3835	173	41	)	)	PUNCT
ajis02-3835	173	42	.	.	PUNCT
ajis02-3835	174	1	this	this	PRON
ajis02-3835	174	2	includes	include	VERB
ajis02-3835	174	3	datasets	dataset	NOUN
ajis02-3835	174	4	purchased	purchase	VERB
ajis02-3835	174	5	from	from	ADP
ajis02-3835	174	6	third	third	ADJ
ajis02-3835	174	7	parties	party	NOUN
ajis02-3835	174	8	that	that	PRON
ajis02-3835	174	9	need	need	VERB
ajis02-3835	174	10	to	to	PART
ajis02-3835	174	11	be	be	AUX
ajis02-3835	174	12	properly	properly	ADV
ajis02-3835	174	13	analysed	analyse	VERB
ajis02-3835	174	14	for	for	ADP
ajis02-3835	174	15	the	the	DET
ajis02-3835	174	16	particular	particular	ADJ
ajis02-3835	174	17	context	context	NOUN
ajis02-3835	174	18	in	in	ADP
ajis02-3835	174	19	which	which	PRON
ajis02-3835	174	20	they	they	PRON
ajis02-3835	174	21	will	will	AUX
ajis02-3835	174	22	be	be	AUX
ajis02-3835	174	23	used	use	VERB
ajis02-3835	174	24	(	(	PUNCT
ajis02-3835	174	25	johnson	johnson	PROPN
ajis02-3835	174	26	,	,	PUNCT
ajis02-3835	174	27	2019	2019	NUM
ajis02-3835	174	28	)	)	PUNCT
ajis02-3835	174	29	,	,	PUNCT
ajis02-3835	174	30	as	as	ADV
ajis02-3835	174	31	well	well	ADV
ajis02-3835	174	32	as	as	ADP
ajis02-3835	174	33	enhanced	enhance	VERB
ajis02-3835	174	34	ethical	ethical	ADJ
ajis02-3835	174	35	ai	ai	NOUN
ajis02-3835	174	36	standards	standard	NOUN
ajis02-3835	174	37	by	by	ADP
ajis02-3835	174	38	government	government	NOUN
ajis02-3835	174	39	and	and	CCONJ
ajis02-3835	174	40	regulatory	regulatory	ADJ
ajis02-3835	174	41	organisations	organisation	NOUN
ajis02-3835	174	42	about	about	ADP
ajis02-3835	174	43	data	datum	NOUN
ajis02-3835	174	44	collection	collection	NOUN
ajis02-3835	174	45	and	and	CCONJ
ajis02-3835	174	46	selection	selection	NOUN
ajis02-3835	174	47	(	(	PUNCT
ajis02-3835	174	48	cirillo	cirillo	PROPN
ajis02-3835	174	49	et	et	PROPN
ajis02-3835	174	50	al	al	PROPN
ajis02-3835	174	51	.	.	PROPN
ajis02-3835	174	52	,	,	PUNCT
ajis02-3835	174	53	2020	2020	NUM
ajis02-3835	174	54	)	)	PUNCT
ajis02-3835	174	55	.	.	PUNCT
ajis02-3835	175	1	ai	ai	AUX
ajis02-3835	175	2	governance	governance	NOUN
ajis02-3835	175	3	across	across	ADP
ajis02-3835	175	4	interdisciplinary	interdisciplinary	ADJ
ajis02-3835	175	5	and	and	CCONJ
ajis02-3835	175	6	multinational	multinational	ADJ
ajis02-3835	175	7	collaborations	collaboration	NOUN
ajis02-3835	175	8	is	be	AUX
ajis02-3835	175	9	suggested	suggest	VERB
ajis02-3835	175	10	to	to	PART
ajis02-3835	175	11	establish	establish	VERB
ajis02-3835	175	12	a	a	DET
ajis02-3835	175	13	census	census	NOUN
ajis02-3835	175	14	on	on	ADP
ajis02-3835	175	15	ai	ai	PROPN
ajis02-3835	175	16	principles	principle	NOUN
ajis02-3835	175	17	,	,	PUNCT
ajis02-3835	175	18	which	which	PRON
ajis02-3835	175	19	in	in	ADP
ajis02-3835	175	20	turn	turn	NOUN
ajis02-3835	175	21	enhances	enhance	VERB
ajis02-3835	175	22	the	the	DET
ajis02-3835	175	23	general	general	ADJ
ajis02-3835	175	24	practice	practice	NOUN
ajis02-3835	175	25	of	of	ADP
ajis02-3835	175	26	responsible	responsible	ADJ
ajis02-3835	175	27	australasian	australasian	ADJ
ajis02-3835	175	28	journal	journal	NOUN
ajis02-3835	175	29	of	of	ADP
ajis02-3835	175	30	information	information	NOUN
ajis02-3835	175	31	systems	system	NOUN
ajis02-3835	175	32	nadeem	nadeem	PROPN
ajis02-3835	175	33	,	,	PUNCT
ajis02-3835	175	34	marjanovic	marjanovic	PROPN
ajis02-3835	175	35	&	&	CCONJ
ajis02-3835	175	36	abedin	abedin	PROPN
ajis02-3835	175	37	2022	2022	NUM
ajis02-3835	175	38	,	,	PUNCT
ajis02-3835	175	39	vol	vol	NOUN
ajis02-3835	175	40	26	26	NUM
ajis02-3835	175	41	,	,	PUNCT
ajis02-3835	175	42	selected	select	VERB
ajis02-3835	175	43	papers	paper	NOUN
ajis02-3835	175	44	from	from	ADP
ajis02-3835	175	45	acis	acis	PROPN
ajis02-3835	175	46	2020	2020	NUM
ajis02-3835	175	47	gender	gender	NOUN
ajis02-3835	175	48	bias	bias	NOUN
ajis02-3835	175	49	in	in	ADP
ajis02-3835	175	50	ai	ai	PROPN
ajis02-3835	175	51	12	12	NUM
ajis02-3835	175	52	ai	ai	NOUN
ajis02-3835	175	53	conduct	conduct	NOUN
ajis02-3835	175	54	(	(	PUNCT
ajis02-3835	175	55	wu	wu	PROPN
ajis02-3835	175	56	et	et	PROPN
ajis02-3835	175	57	al	al	PROPN
ajis02-3835	175	58	.	.	PROPN
ajis02-3835	175	59	,	,	PUNCT
ajis02-3835	175	60	2019	2019	NUM
ajis02-3835	175	61	)	)	PUNCT
ajis02-3835	175	62	.	.	PUNCT
ajis02-3835	176	1	recognising	recognise	VERB
ajis02-3835	176	2	the	the	DET
ajis02-3835	176	3	need	need	NOUN
ajis02-3835	176	4	for	for	ADP
ajis02-3835	176	5	knowledge	knowledge	NOUN
ajis02-3835	176	6	sharing	sharing	NOUN
ajis02-3835	176	7	,	,	PUNCT
ajis02-3835	176	8	researchers	researcher	NOUN
ajis02-3835	176	9	propose	propose	VERB
ajis02-3835	176	10	collaborative	collaborative	ADJ
ajis02-3835	176	11	ethical	ethical	ADJ
ajis02-3835	176	12	ai	ai	VERB
ajis02-3835	176	13	online	online	ADJ
ajis02-3835	176	14	platforms	platform	NOUN
ajis02-3835	176	15	for	for	ADP
ajis02-3835	176	16	all	all	DET
ajis02-3835	176	17	stakeholders	stakeholder	NOUN
ajis02-3835	176	18	,	,	PUNCT
ajis02-3835	176	19	which	which	PRON
ajis02-3835	176	20	would	would	AUX
ajis02-3835	176	21	permit	permit	VERB
ajis02-3835	176	22	demographically	demographically	ADV
ajis02-3835	176	23	diverse	diverse	ADJ
ajis02-3835	176	24	organisations	organisation	NOUN
ajis02-3835	176	25	to	to	PART
ajis02-3835	176	26	collaborate	collaborate	VERB
ajis02-3835	176	27	and	and	CCONJ
ajis02-3835	176	28	share	share	VERB
ajis02-3835	176	29	knowledge	knowledge	NOUN
ajis02-3835	176	30	regarding	regard	VERB
ajis02-3835	176	31	the	the	DET
ajis02-3835	176	32	appropriate	appropriate	ADJ
ajis02-3835	176	33	and	and	CCONJ
ajis02-3835	176	34	practical	practical	ADJ
ajis02-3835	176	35	strategies	strategy	NOUN
ajis02-3835	176	36	to	to	PART
ajis02-3835	176	37	promote	promote	VERB
ajis02-3835	176	38	fairness	fairness	NOUN
ajis02-3835	176	39	in	in	ADP
ajis02-3835	176	40	ai	ai	PROPN
ajis02-3835	176	41	systems	system	NOUN
ajis02-3835	176	42	(	(	PUNCT
ajis02-3835	176	43	soleimani	soleimani	INTJ
ajis02-3835	176	44	et	et	PROPN
ajis02-3835	176	45	al	al	PROPN
ajis02-3835	176	46	.	.	PROPN
ajis02-3835	176	47	,	,	PUNCT
ajis02-3835	176	48	2021	2021	NUM
ajis02-3835	176	49	;	;	PUNCT
ajis02-3835	176	50	veale	veale	NOUN
ajis02-3835	176	51	&	&	CCONJ
ajis02-3835	176	52	binns	binn	NOUN
ajis02-3835	176	53	,	,	PUNCT
ajis02-3835	176	54	2017	2017	NUM
ajis02-3835	176	55	)	)	PUNCT
ajis02-3835	176	56	.	.	PUNCT
ajis02-3835	177	1	4.2.4	4.2.4	NUM
ajis02-3835	177	2	societal	societal	ADJ
ajis02-3835	177	3	and	and	CCONJ
ajis02-3835	177	4	community	community	NOUN
ajis02-3835	177	5	-	-	PUNCT
ajis02-3835	177	6	focused	focus	VERB
ajis02-3835	177	7	approaches	approach	NOUN
ajis02-3835	177	8	hayes	hayes	PROPN
ajis02-3835	177	9	et	et	PROPN
ajis02-3835	177	10	al	al	PROPN
ajis02-3835	177	11	.	.	PROPN
ajis02-3835	178	1	(	(	PUNCT
ajis02-3835	178	2	2020	2020	NUM
ajis02-3835	178	3	)	)	PUNCT
ajis02-3835	179	1	and	and	CCONJ
ajis02-3835	179	2	prates	prate	NOUN
ajis02-3835	179	3	et	et	PROPN
ajis02-3835	179	4	al	al	PROPN
ajis02-3835	179	5	.	.	PROPN
ajis02-3835	180	1	(	(	PUNCT
ajis02-3835	180	2	2019	2019	NUM
ajis02-3835	180	3	)	)	PUNCT
ajis02-3835	180	4	propose	propose	VERB
ajis02-3835	180	5	to	to	PART
ajis02-3835	180	6	encourage	encourage	VERB
ajis02-3835	180	7	social	social	ADJ
ajis02-3835	180	8	interventions	intervention	NOUN
ajis02-3835	180	9	such	such	ADJ
ajis02-3835	180	10	as	as	ADP
ajis02-3835	180	11	enhancing	enhance	VERB
ajis02-3835	180	12	professional	professional	ADJ
ajis02-3835	180	13	education	education	NOUN
ajis02-3835	180	14	and	and	CCONJ
ajis02-3835	180	15	training	training	NOUN
ajis02-3835	180	16	on	on	ADP
ajis02-3835	180	17	gender	gender	NOUN
ajis02-3835	180	18	diversity	diversity	NOUN
ajis02-3835	180	19	in	in	ADP
ajis02-3835	180	20	the	the	DET
ajis02-3835	180	21	community	community	NOUN
ajis02-3835	180	22	to	to	PART
ajis02-3835	180	23	boost	boost	VERB
ajis02-3835	180	24	diversity	diversity	NOUN
ajis02-3835	180	25	and	and	CCONJ
ajis02-3835	180	26	inclusiveness	inclusiveness	NOUN
ajis02-3835	180	27	.	.	PUNCT
ajis02-3835	181	1	public	public	ADJ
ajis02-3835	181	2	policies	policy	NOUN
ajis02-3835	181	3	to	to	PART
ajis02-3835	181	4	protect	protect	VERB
ajis02-3835	181	5	the	the	DET
ajis02-3835	181	6	personal	personal	ADJ
ajis02-3835	181	7	data	datum	NOUN
ajis02-3835	181	8	of	of	ADP
ajis02-3835	181	9	users	user	NOUN
ajis02-3835	181	10	are	be	AUX
ajis02-3835	181	11	also	also	ADV
ajis02-3835	181	12	proposed	propose	VERB
ajis02-3835	181	13	as	as	ADP
ajis02-3835	181	14	a	a	DET
ajis02-3835	181	15	possible	possible	ADJ
ajis02-3835	181	16	approach	approach	NOUN
ajis02-3835	181	17	to	to	PART
ajis02-3835	181	18	increase	increase	VERB
ajis02-3835	181	19	confidence	confidence	NOUN
ajis02-3835	181	20	in	in	ADP
ajis02-3835	181	21	ai	ai	NOUN
ajis02-3835	181	22	-	-	PUNCT
ajis02-3835	181	23	based	base	VERB
ajis02-3835	181	24	decision	decision	NOUN
ajis02-3835	181	25	-	-	PUNCT
ajis02-3835	181	26	making	make	VERB
ajis02-3835	181	27	systems	system	NOUN
ajis02-3835	181	28	,	,	PUNCT
ajis02-3835	181	29	in	in	ADP
ajis02-3835	181	30	particular	particular	ADJ
ajis02-3835	181	31	when	when	SCONJ
ajis02-3835	181	32	it	it	PRON
ajis02-3835	181	33	comes	come	VERB
ajis02-3835	181	34	to	to	ADP
ajis02-3835	181	35	sharing	share	VERB
ajis02-3835	181	36	personal	personal	ADJ
ajis02-3835	181	37	data	datum	NOUN
ajis02-3835	181	38	for	for	ADP
ajis02-3835	181	39	such	such	ADJ
ajis02-3835	181	40	decision	decision	NOUN
ajis02-3835	181	41	-	-	PUNCT
ajis02-3835	181	42	making	make	VERB
ajis02-3835	181	43	process	process	NOUN
ajis02-3835	181	44	(	(	PUNCT
ajis02-3835	182	1	clifton	clifton	PROPN
ajis02-3835	182	2	et	et	PROPN
ajis02-3835	182	3	al	al	PROPN
ajis02-3835	182	4	.	.	PROPN
ajis02-3835	182	5	,	,	PUNCT
ajis02-3835	182	6	2020	2020	NUM
ajis02-3835	182	7	)	)	PUNCT
ajis02-3835	182	8	.	.	PUNCT
ajis02-3835	183	1	cirillo	cirillo	PROPN
ajis02-3835	183	2	et	et	PROPN
ajis02-3835	183	3	al	al	PROPN
ajis02-3835	183	4	.	.	PROPN
ajis02-3835	184	1	(	(	PUNCT
ajis02-3835	184	2	2020	2020	NUM
ajis02-3835	184	3	)	)	PUNCT
ajis02-3835	184	4	propose	propose	VERB
ajis02-3835	184	5	an	an	DET
ajis02-3835	184	6	‘	'	PUNCT
ajis02-3835	184	7	ecosystem	ecosystem	NOUN
ajis02-3835	184	8	of	of	ADP
ajis02-3835	184	9	trust	trust	NOUN
ajis02-3835	184	10	’	'	PUNCT
ajis02-3835	184	11	by	by	ADP
ajis02-3835	184	12	government	government	NOUN
ajis02-3835	184	13	or	or	CCONJ
ajis02-3835	184	14	policymakers	policymaker	NOUN
ajis02-3835	184	15	to	to	PART
ajis02-3835	184	16	ensure	ensure	VERB
ajis02-3835	184	17	that	that	SCONJ
ajis02-3835	184	18	systems	system	NOUN
ajis02-3835	184	19	comply	comply	VERB
ajis02-3835	184	20	with	with	ADP
ajis02-3835	184	21	the	the	DET
ajis02-3835	184	22	fundamental	fundamental	ADJ
ajis02-3835	184	23	rules	rule	NOUN
ajis02-3835	184	24	that	that	PRON
ajis02-3835	184	25	protect	protect	VERB
ajis02-3835	184	26	both	both	CCONJ
ajis02-3835	184	27	human	human	ADJ
ajis02-3835	184	28	and	and	CCONJ
ajis02-3835	184	29	consumer	consumer	NOUN
ajis02-3835	184	30	rights	right	NOUN
ajis02-3835	184	31	,	,	PUNCT
ajis02-3835	184	32	particularly	particularly	ADV
ajis02-3835	184	33	in	in	ADP
ajis02-3835	184	34	ai	ai	ADV
ajis02-3835	184	35	-	-	PUNCT
ajis02-3835	184	36	based	base	VERB
ajis02-3835	184	37	decision	decision	NOUN
ajis02-3835	184	38	-	-	PUNCT
ajis02-3835	184	39	making	make	VERB
ajis02-3835	184	40	systems	system	NOUN
ajis02-3835	184	41	.	.	PUNCT
ajis02-3835	185	1	5	5	NUM
ajis02-3835	185	2	discussion	discussion	NOUN
ajis02-3835	185	3	and	and	CCONJ
ajis02-3835	185	4	contributions	contribution	NOUN
ajis02-3835	185	5	the	the	DET
ajis02-3835	185	6	findings	finding	NOUN
ajis02-3835	185	7	of	of	ADP
ajis02-3835	185	8	this	this	DET
ajis02-3835	185	9	study	study	NOUN
ajis02-3835	185	10	contribute	contribute	VERB
ajis02-3835	185	11	to	to	ADP
ajis02-3835	185	12	an	an	DET
ajis02-3835	185	13	improved	improved	ADJ
ajis02-3835	185	14	understanding	understanding	NOUN
ajis02-3835	185	15	of	of	ADP
ajis02-3835	185	16	the	the	DET
ajis02-3835	185	17	state	state	NOUN
ajis02-3835	185	18	of	of	ADP
ajis02-3835	185	19	gender	gender	NOUN
ajis02-3835	185	20	bias	bias	NOUN
ajis02-3835	185	21	in	in	ADP
ajis02-3835	185	22	ai	ai	NOUN
ajis02-3835	185	23	-	-	PUNCT
ajis02-3835	185	24	based	base	VERB
ajis02-3835	185	25	decision	decision	NOUN
ajis02-3835	185	26	-	-	PUNCT
ajis02-3835	185	27	making	make	VERB
ajis02-3835	185	28	systems	system	NOUN
ajis02-3835	185	29	.	.	PUNCT
ajis02-3835	186	1	so	so	ADV
ajis02-3835	186	2	far	far	ADV
ajis02-3835	186	3	,	,	PUNCT
ajis02-3835	186	4	there	there	PRON
ajis02-3835	186	5	has	have	AUX
ajis02-3835	186	6	been	be	AUX
ajis02-3835	186	7	ample	ample	ADJ
ajis02-3835	186	8	work	work	NOUN
ajis02-3835	186	9	on	on	ADP
ajis02-3835	186	10	exploring	explore	VERB
ajis02-3835	186	11	and	and	CCONJ
ajis02-3835	186	12	reducing	reduce	VERB
ajis02-3835	186	13	the	the	DET
ajis02-3835	186	14	bias	bias	NOUN
ajis02-3835	186	15	in	in	ADP
ajis02-3835	186	16	ai	ai	NOUN
ajis02-3835	186	17	-	-	PUNCT
ajis02-3835	186	18	based	base	VERB
ajis02-3835	186	19	decision	decision	NOUN
ajis02-3835	186	20	-	-	PUNCT
ajis02-3835	186	21	making	make	VERB
ajis02-3835	186	22	systems	system	NOUN
ajis02-3835	186	23	through	through	ADP
ajis02-3835	186	24	technical	technical	ADJ
ajis02-3835	186	25	approaches	approach	NOUN
ajis02-3835	186	26	.	.	PUNCT
ajis02-3835	187	1	research	research	NOUN
ajis02-3835	187	2	communities	community	NOUN
ajis02-3835	187	3	such	such	ADJ
ajis02-3835	187	4	as	as	ADP
ajis02-3835	187	5	fat	fat	ADJ
ajis02-3835	187	6	machine	machine	NOUN
ajis02-3835	187	7	learning	learning	NOUN
ajis02-3835	187	8	(	(	PUNCT
ajis02-3835	187	9	fairness	fairness	NOUN
ajis02-3835	187	10	,	,	PUNCT
ajis02-3835	187	11	accountability	accountability	NOUN
ajis02-3835	187	12	,	,	PUNCT
ajis02-3835	187	13	and	and	CCONJ
ajis02-3835	187	14	transparency	transparency	NOUN
ajis02-3835	187	15	in	in	ADP
ajis02-3835	187	16	machine	machine	NOUN
ajis02-3835	187	17	learning	learning	NOUN
ajis02-3835	187	18	)	)	PUNCT
ajis02-3835	187	19	have	have	AUX
ajis02-3835	187	20	emphasised	emphasise	VERB
ajis02-3835	187	21	bringing	bring	VERB
ajis02-3835	187	22	fairness	fairness	NOUN
ajis02-3835	187	23	to	to	PART
ajis02-3835	187	24	ai	ai	VERB
ajis02-3835	187	25	algorithms	algorithm	NOUN
ajis02-3835	187	26	through	through	ADP
ajis02-3835	187	27	programming	programming	NOUN
ajis02-3835	187	28	and	and	CCONJ
ajis02-3835	187	29	mathematical	mathematical	ADJ
ajis02-3835	187	30	modelling	modelling	NOUN
ajis02-3835	187	31	(	(	PUNCT
ajis02-3835	187	32	veale	veale	NOUN
ajis02-3835	187	33	&	&	CCONJ
ajis02-3835	187	34	binns	binn	NOUN
ajis02-3835	187	35	,	,	PUNCT
ajis02-3835	187	36	2017	2017	NUM
ajis02-3835	187	37	)	)	PUNCT
ajis02-3835	187	38	.	.	PUNCT
ajis02-3835	188	1	consequently	consequently	ADV
ajis02-3835	188	2	,	,	PUNCT
ajis02-3835	188	3	many	many	ADJ
ajis02-3835	188	4	ai	ai	VERB
ajis02-3835	188	5	researchers	researcher	NOUN
ajis02-3835	188	6	see	see	VERB
ajis02-3835	188	7	gender	gender	NOUN
ajis02-3835	188	8	bias	bias	NOUN
ajis02-3835	188	9	in	in	ADP
ajis02-3835	188	10	ai	ai	NOUN
ajis02-3835	188	11	-	-	PUNCT
ajis02-3835	188	12	based	base	VERB
ajis02-3835	188	13	decision	decision	NOUN
ajis02-3835	188	14	-	-	PUNCT
ajis02-3835	188	15	making	make	VERB
ajis02-3835	188	16	systems	system	NOUN
ajis02-3835	188	17	as	as	ADP
ajis02-3835	188	18	a	a	DET
ajis02-3835	188	19	technological	technological	ADJ
ajis02-3835	188	20	problem	problem	NOUN
ajis02-3835	188	21	(	(	PUNCT
ajis02-3835	188	22	ahn	ahn	PROPN
ajis02-3835	188	23	&	&	CCONJ
ajis02-3835	188	24	lin	lin	PROPN
ajis02-3835	188	25	,	,	PUNCT
ajis02-3835	188	26	2020	2020	NUM
ajis02-3835	188	27	;	;	PUNCT
ajis02-3835	188	28	arrieta	arrieta	PROPN
ajis02-3835	188	29	et	et	PROPN
ajis02-3835	188	30	al	al	PROPN
ajis02-3835	188	31	.	.	PROPN
ajis02-3835	188	32	,	,	PUNCT
ajis02-3835	188	33	2020	2020	NUM
ajis02-3835	188	34	;	;	PUNCT
ajis02-3835	188	35	bellamy	bellamy	PROPN
ajis02-3835	188	36	et	et	PROPN
ajis02-3835	188	37	al	al	PROPN
ajis02-3835	188	38	.	.	PROPN
ajis02-3835	188	39	,	,	PUNCT
ajis02-3835	188	40	2018	2018	NUM
ajis02-3835	188	41	;	;	PUNCT
ajis02-3835	188	42	grari	grari	NOUN
ajis02-3835	188	43	et	et	PROPN
ajis02-3835	188	44	al	al	PROPN
ajis02-3835	188	45	.	.	PROPN
ajis02-3835	188	46	,	,	PUNCT
ajis02-3835	188	47	2020	2020	NUM
ajis02-3835	188	48	;	;	PUNCT
ajis02-3835	188	49	lee	lee	PROPN
ajis02-3835	188	50	2018	2018	NUM
ajis02-3835	188	51	;	;	PUNCT
ajis02-3835	188	52	miron	miron	PROPN
ajis02-3835	188	53	et	et	PROPN
ajis02-3835	188	54	al	al	PROPN
ajis02-3835	188	55	.	.	PROPN
ajis02-3835	188	56	,	,	PUNCT
ajis02-3835	188	57	2020	2020	NUM
ajis02-3835	188	58	;	;	PUNCT
ajis02-3835	188	59	ntoutsi	ntoutsi	PROPN
ajis02-3835	188	60	et	et	PROPN
ajis02-3835	188	61	al	al	PROPN
ajis02-3835	188	62	.	.	PROPN
ajis02-3835	188	63	,	,	PUNCT
ajis02-3835	188	64	2019	2019	NUM
ajis02-3835	188	65	;	;	PUNCT
ajis02-3835	188	66	veale	veale	NOUN
ajis02-3835	188	67	&	&	CCONJ
ajis02-3835	188	68	binns	binn	NOUN
ajis02-3835	188	69	,	,	PUNCT
ajis02-3835	188	70	2017	2017	NUM
ajis02-3835	188	71	)	)	PUNCT
ajis02-3835	188	72	.	.	PUNCT
ajis02-3835	189	1	however	however	ADV
ajis02-3835	189	2	,	,	PUNCT
ajis02-3835	189	3	the	the	DET
ajis02-3835	189	4	roots	root	NOUN
ajis02-3835	189	5	of	of	ADP
ajis02-3835	189	6	gender	gender	NOUN
ajis02-3835	189	7	bias	bias	NOUN
ajis02-3835	189	8	in	in	ADP
ajis02-3835	189	9	ai	ai	NOUN
ajis02-3835	189	10	-	-	PUNCT
ajis02-3835	189	11	based	base	VERB
ajis02-3835	189	12	decision	decision	NOUN
ajis02-3835	189	13	-	-	PUNCT
ajis02-3835	189	14	making	make	VERB
ajis02-3835	189	15	systems	system	NOUN
ajis02-3835	189	16	are	be	AUX
ajis02-3835	189	17	not	not	PART
ajis02-3835	189	18	technological	technological	ADJ
ajis02-3835	189	19	,	,	PUNCT
ajis02-3835	189	20	and	and	CCONJ
ajis02-3835	189	21	thus	thus	ADV
ajis02-3835	189	22	,	,	PUNCT
ajis02-3835	189	23	technical	technical	ADJ
ajis02-3835	189	24	solutions	solution	NOUN
ajis02-3835	189	25	might	might	AUX
ajis02-3835	189	26	not	not	PART
ajis02-3835	189	27	suffice	suffice	VERB
ajis02-3835	189	28	(	(	PUNCT
ajis02-3835	189	29	nadeem	nadeem	PROPN
ajis02-3835	189	30	et	et	PROPN
ajis02-3835	189	31	al	al	PROPN
ajis02-3835	189	32	.	.	PROPN
ajis02-3835	189	33	,	,	PUNCT
ajis02-3835	189	34	2021	2021	NUM
ajis02-3835	189	35	)	)	PUNCT
ajis02-3835	189	36	.	.	PUNCT
ajis02-3835	190	1	information	information	NOUN
ajis02-3835	190	2	systems	system	NOUN
ajis02-3835	190	3	research	research	NOUN
ajis02-3835	190	4	lags	lag	VERB
ajis02-3835	190	5	behind	behind	ADV
ajis02-3835	190	6	in	in	ADP
ajis02-3835	190	7	addressing	address	VERB
ajis02-3835	190	8	the	the	DET
ajis02-3835	190	9	behavioural	behavioural	ADJ
ajis02-3835	190	10	,	,	PUNCT
ajis02-3835	190	11	organisational	organisational	ADJ
ajis02-3835	190	12	,	,	PUNCT
ajis02-3835	190	13	and	and	CCONJ
ajis02-3835	190	14	social	social	ADJ
ajis02-3835	190	15	implications	implication	NOUN
ajis02-3835	190	16	,	,	PUNCT
ajis02-3835	190	17	antecedents	antecedent	NOUN
ajis02-3835	190	18	,	,	PUNCT
ajis02-3835	190	19	and	and	CCONJ
ajis02-3835	190	20	consequences	consequence	NOUN
ajis02-3835	190	21	of	of	ADP
ajis02-3835	190	22	this	this	DET
ajis02-3835	190	23	problem	problem	NOUN
ajis02-3835	190	24	,	,	PUNCT
ajis02-3835	190	25	despite	despite	SCONJ
ajis02-3835	190	26	the	the	DET
ajis02-3835	190	27	fact	fact	NOUN
ajis02-3835	190	28	that	that	SCONJ
ajis02-3835	190	29	computational	computational	ADJ
ajis02-3835	190	30	scientists	scientist	NOUN
ajis02-3835	190	31	have	have	AUX
ajis02-3835	190	32	developed	develop	VERB
ajis02-3835	190	33	mathematical	mathematical	ADJ
ajis02-3835	190	34	techniques	technique	NOUN
ajis02-3835	190	35	to	to	PART
ajis02-3835	190	36	detect	detect	VERB
ajis02-3835	190	37	and	and	CCONJ
ajis02-3835	190	38	mitigate	mitigate	VERB
ajis02-3835	190	39	biases	bias	NOUN
ajis02-3835	190	40	in	in	ADP
ajis02-3835	190	41	algorithms	algorithms	NOUN
ajis02-3835	190	42	(	(	PUNCT
ajis02-3835	190	43	kordzadeh	kordzadeh	PROPN
ajis02-3835	190	44	&	&	CCONJ
ajis02-3835	190	45	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	190	46	,	,	PUNCT
ajis02-3835	190	47	2021	2021	NUM
ajis02-3835	190	48	;	;	PUNCT
ajis02-3835	190	49	sarker	sarker	NOUN
ajis02-3835	190	50	et	et	PROPN
ajis02-3835	190	51	al	al	PROPN
ajis02-3835	190	52	.	.	PROPN
ajis02-3835	190	53	,	,	PUNCT
ajis02-3835	190	54	2019	2019	NUM
ajis02-3835	190	55	)	)	PUNCT
ajis02-3835	190	56	.	.	PUNCT
ajis02-3835	191	1	australasian	australasian	ADJ
ajis02-3835	191	2	journal	journal	NOUN
ajis02-3835	191	3	of	of	ADP
ajis02-3835	191	4	information	information	NOUN
ajis02-3835	191	5	systems	system	NOUN
ajis02-3835	191	6	nadeem	nadeem	PROPN
ajis02-3835	191	7	,	,	PUNCT
ajis02-3835	191	8	marjanovic	marjanovic	PROPN
ajis02-3835	191	9	&	&	CCONJ
ajis02-3835	191	10	abedin	abedin	PROPN
ajis02-3835	191	11	2022	2022	NUM
ajis02-3835	191	12	,	,	PUNCT
ajis02-3835	191	13	vol	vol	NOUN
ajis02-3835	191	14	26	26	NUM
ajis02-3835	191	15	,	,	PUNCT
ajis02-3835	191	16	selected	select	VERB
ajis02-3835	191	17	papers	paper	NOUN
ajis02-3835	191	18	from	from	ADP
ajis02-3835	191	19	acis	acis	PROPN
ajis02-3835	191	20	2020	2020	NUM
ajis02-3835	191	21	gender	gender	NOUN
ajis02-3835	191	22	bias	bias	NOUN
ajis02-3835	191	23	in	in	ADP
ajis02-3835	191	24	ai	ai	PROPN
ajis02-3835	191	25	13	13	NUM
ajis02-3835	191	26	figure	figure	NOUN
ajis02-3835	191	27	4	4	NUM
ajis02-3835	191	28	.	.	PUNCT
ajis02-3835	191	29	proposed	propose	VERB
ajis02-3835	191	30	framework	framework	NOUN
ajis02-3835	191	31	for	for	ADP
ajis02-3835	191	32	the	the	DET
ajis02-3835	191	33	management	management	NOUN
ajis02-3835	191	34	of	of	ADP
ajis02-3835	191	35	gender	gender	NOUN
ajis02-3835	191	36	bias	bias	NOUN
ajis02-3835	191	37	in	in	ADP
ajis02-3835	191	38	ai	ai	NOUN
ajis02-3835	191	39	-	-	PUNCT
ajis02-3835	191	40	based	base	VERB
ajis02-3835	191	41	decision	decision	NOUN
ajis02-3835	191	42	-	-	PUNCT
ajis02-3835	191	43	making	make	VERB
ajis02-3835	191	44	systems	system	NOUN
ajis02-3835	191	45	the	the	DET
ajis02-3835	191	46	bias	bias	NOUN
ajis02-3835	191	47	in	in	ADP
ajis02-3835	191	48	ai	ai	NOUN
ajis02-3835	191	49	-	-	PUNCT
ajis02-3835	191	50	based	base	VERB
ajis02-3835	191	51	decision	decision	NOUN
ajis02-3835	191	52	-	-	PUNCT
ajis02-3835	191	53	making	make	VERB
ajis02-3835	191	54	systems	system	NOUN
ajis02-3835	191	55	can	can	AUX
ajis02-3835	191	56	not	not	PART
ajis02-3835	191	57	be	be	AUX
ajis02-3835	191	58	corrected	correct	VERB
ajis02-3835	191	59	by	by	ADP
ajis02-3835	191	60	merely	merely	ADV
ajis02-3835	191	61	fixing	fix	VERB
ajis02-3835	191	62	the	the	DET
ajis02-3835	191	63	decision	decision	NOUN
ajis02-3835	191	64	-	-	PUNCT
ajis02-3835	191	65	making	make	VERB
ajis02-3835	191	66	algorithms	algorithm	NOUN
ajis02-3835	191	67	;	;	PUNCT
ajis02-3835	191	68	‘	'	PUNCT
ajis02-3835	191	69	this	this	PRON
ajis02-3835	191	70	is	be	AUX
ajis02-3835	191	71	not	not	PART
ajis02-3835	191	72	an	an	DET
ajis02-3835	191	73	algorithmic	algorithmic	ADJ
ajis02-3835	191	74	problem	problem	NOUN
ajis02-3835	191	75	’	'	PUNCT
ajis02-3835	191	76	,	,	PUNCT
ajis02-3835	191	77	as	as	SCONJ
ajis02-3835	191	78	stated	state	VERB
ajis02-3835	191	79	by	by	ADP
ajis02-3835	191	80	teodorescu	teodorescu	PROPN
ajis02-3835	191	81	et	et	PROPN
ajis02-3835	191	82	al	al	PROPN
ajis02-3835	191	83	.	.	PROPN
ajis02-3835	191	84	(	(	PUNCT
ajis02-3835	191	85	2021	2021	NUM
ajis02-3835	191	86	)	)	PUNCT
ajis02-3835	191	87	.	.	PUNCT
ajis02-3835	192	1	ai	ai	VERB
ajis02-3835	192	2	-	-	PUNCT
ajis02-3835	192	3	based	base	VERB
ajis02-3835	192	4	decision	decision	NOUN
ajis02-3835	192	5	-	-	PUNCT
ajis02-3835	192	6	making	make	VERB
ajis02-3835	192	7	systems	system	NOUN
ajis02-3835	192	8	are	be	AUX
ajis02-3835	192	9	multidisciplinary	multidisciplinary	ADJ
ajis02-3835	192	10	phenomena	phenomenon	NOUN
ajis02-3835	192	11	that	that	PRON
ajis02-3835	192	12	call	call	VERB
ajis02-3835	192	13	for	for	ADP
ajis02-3835	192	14	the	the	DET
ajis02-3835	192	15	collaboration	collaboration	NOUN
ajis02-3835	192	16	of	of	ADP
ajis02-3835	192	17	experts	expert	NOUN
ajis02-3835	192	18	representing	represent	VERB
ajis02-3835	192	19	technological	technological	ADJ
ajis02-3835	192	20	,	,	PUNCT
ajis02-3835	192	21	organizational	organizational	ADJ
ajis02-3835	192	22	,	,	PUNCT
ajis02-3835	192	23	and	and	CCONJ
ajis02-3835	192	24	human	human	ADJ
ajis02-3835	192	25	perspectives	perspective	NOUN
ajis02-3835	192	26	(	(	PUNCT
ajis02-3835	192	27	marabelli	marabelli	PROPN
ajis02-3835	192	28	et	et	PROPN
ajis02-3835	192	29	al	al	PROPN
ajis02-3835	192	30	.	.	PROPN
ajis02-3835	192	31	,	,	PUNCT
ajis02-3835	192	32	2021	2021	NUM
ajis02-3835	192	33	)	)	PUNCT
ajis02-3835	192	34	.	.	PUNCT
ajis02-3835	193	1	moreover	moreover	ADV
ajis02-3835	193	2	,	,	PUNCT
ajis02-3835	193	3	bias	bias	NOUN
ajis02-3835	193	4	in	in	ADP
ajis02-3835	193	5	decision	decision	NOUN
ajis02-3835	193	6	-	-	PUNCT
ajis02-3835	193	7	making	make	VERB
ajis02-3835	193	8	algorithms	algorithm	NOUN
ajis02-3835	193	9	is	be	AUX
ajis02-3835	193	10	socio	socio	NOUN
ajis02-3835	193	11	-	-	PUNCT
ajis02-3835	193	12	technical	technical	ADJ
ajis02-3835	193	13	in	in	ADP
ajis02-3835	193	14	nature	nature	NOUN
ajis02-3835	193	15	,	,	PUNCT
ajis02-3835	193	16	and	and	CCONJ
ajis02-3835	193	17	thus	thus	ADV
ajis02-3835	193	18	social	social	ADJ
ajis02-3835	193	19	implications	implication	NOUN
ajis02-3835	193	20	of	of	ADP
ajis02-3835	193	21	this	this	DET
ajis02-3835	193	22	phenomenon	phenomenon	NOUN
ajis02-3835	193	23	should	should	AUX
ajis02-3835	193	24	be	be	AUX
ajis02-3835	193	25	at	at	ADP
ajis02-3835	193	26	the	the	DET
ajis02-3835	193	27	centre	centre	NOUN
ajis02-3835	193	28	of	of	ADP
ajis02-3835	193	29	its	its	PRON
ajis02-3835	193	30	examination	examination	NOUN
ajis02-3835	193	31	and	and	CCONJ
ajis02-3835	193	32	potential	potential	ADJ
ajis02-3835	193	33	solution	solution	NOUN
ajis02-3835	193	34	(	(	PUNCT
ajis02-3835	193	35	kordzadeh	kordzadeh	NOUN
ajis02-3835	193	36	&	&	CCONJ
ajis02-3835	193	37	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	193	38	,	,	PUNCT
ajis02-3835	193	39	2021	2021	NUM
ajis02-3835	193	40	)	)	PUNCT
ajis02-3835	193	41	.	.	PUNCT
ajis02-3835	194	1	consequently	consequently	ADV
ajis02-3835	194	2	,	,	PUNCT
ajis02-3835	194	3	we	we	PRON
ajis02-3835	194	4	conceptualise	conceptualise	VERB
ajis02-3835	194	5	gender	gender	NOUN
ajis02-3835	194	6	bias	bias	NOUN
ajis02-3835	194	7	in	in	ADP
ajis02-3835	194	8	ai	ai	NOUN
ajis02-3835	194	9	-	-	PUNCT
ajis02-3835	194	10	based	base	VERB
ajis02-3835	194	11	decision	decision	NOUN
ajis02-3835	194	12	-	-	PUNCT
ajis02-3835	194	13	making	make	VERB
ajis02-3835	194	14	systems	system	NOUN
ajis02-3835	194	15	as	as	ADP
ajis02-3835	194	16	multilayered	multilayere	VERB
ajis02-3835	194	17	,	,	PUNCT
ajis02-3835	194	18	multidimensional	multidimensional	ADJ
ajis02-3835	194	19	,	,	PUNCT
ajis02-3835	194	20	and	and	CCONJ
ajis02-3835	194	21	socio	socio	NOUN
ajis02-3835	194	22	-	-	PUNCT
ajis02-3835	194	23	technical	technical	ADJ
ajis02-3835	194	24	with	with	ADP
ajis02-3835	194	25	the	the	DET
ajis02-3835	194	26	systems	system	NOUN
ajis02-3835	194	27	’	'	PUNCT
ajis02-3835	194	28	development	development	NOUN
ajis02-3835	194	29	and	and	CCONJ
ajis02-3835	194	30	implementation	implementation	NOUN
ajis02-3835	194	31	requiring	require	VERB
ajis02-3835	194	32	a	a	DET
ajis02-3835	194	33	combination	combination	NOUN
ajis02-3835	194	34	and	and	CCONJ
ajis02-3835	194	35	integration	integration	NOUN
ajis02-3835	194	36	of	of	ADP
ajis02-3835	194	37	technical	technical	ADJ
ajis02-3835	194	38	,	,	PUNCT
ajis02-3835	194	39	organizational	organizational	ADJ
ajis02-3835	194	40	,	,	PUNCT
ajis02-3835	194	41	and	and	CCONJ
ajis02-3835	194	42	societal	societal	ADJ
ajis02-3835	194	43	approaches	approach	NOUN
ajis02-3835	194	44	.	.	PUNCT
ajis02-3835	195	1	for	for	ADP
ajis02-3835	195	2	this	this	DET
ajis02-3835	195	3	purpose	purpose	NOUN
ajis02-3835	195	4	,	,	PUNCT
ajis02-3835	195	5	we	we	PRON
ajis02-3835	195	6	systematically	systematically	ADV
ajis02-3835	195	7	reviewed	review	VERB
ajis02-3835	195	8	the	the	DET
ajis02-3835	195	9	existing	exist	VERB
ajis02-3835	195	10	literature	literature	NOUN
ajis02-3835	195	11	and	and	CCONJ
ajis02-3835	195	12	build	build	VERB
ajis02-3835	195	13	in	in	ADP
ajis02-3835	195	14	particular	particular	ADJ
ajis02-3835	195	15	on	on	ADP
ajis02-3835	195	16	the	the	DET
ajis02-3835	195	17	previous	previous	ADJ
ajis02-3835	195	18	work	work	NOUN
ajis02-3835	195	19	from	from	ADP
ajis02-3835	195	20	marabelli	marabelli	PROPN
ajis02-3835	195	21	et	et	PROPN
ajis02-3835	195	22	al	al	PROPN
ajis02-3835	195	23	.	.	PROPN
ajis02-3835	196	1	(	(	PUNCT
ajis02-3835	196	2	2021	2021	NUM
ajis02-3835	196	3	)	)	PUNCT
ajis02-3835	196	4	and	and	CCONJ
ajis02-3835	196	5	kordzadeh	kordzadeh	PROPN
ajis02-3835	196	6	&	&	CCONJ
ajis02-3835	196	7	ghasemaghaei	ghasemaghaei	PROPN
ajis02-3835	196	8	(	(	PUNCT
ajis02-3835	196	9	2021	2021	NUM
ajis02-3835	196	10	)	)	PUNCT
ajis02-3835	196	11	to	to	PART
ajis02-3835	196	12	advance	advance	VERB
ajis02-3835	196	13	the	the	DET
ajis02-3835	196	14	conversation	conversation	NOUN
ajis02-3835	196	15	about	about	ADP
ajis02-3835	196	16	possible	possible	ADJ
ajis02-3835	196	17	technological	technological	ADJ
ajis02-3835	196	18	,	,	PUNCT
ajis02-3835	196	19	organizational	organizational	ADJ
ajis02-3835	196	20	,	,	PUNCT
ajis02-3835	196	21	human	human	ADJ
ajis02-3835	196	22	and	and	CCONJ
ajis02-3835	196	23	societal	societal	ADJ
ajis02-3835	196	24	mitigating	mitigating	NOUN
ajis02-3835	196	25	approaches	approach	NOUN
ajis02-3835	196	26	.	.	PUNCT
ajis02-3835	197	1	as	as	ADP
ajis02-3835	197	2	a	a	DET
ajis02-3835	197	3	result	result	NOUN
ajis02-3835	197	4	,	,	PUNCT
ajis02-3835	197	5	we	we	PRON
ajis02-3835	197	6	propose	propose	VERB
ajis02-3835	197	7	a	a	DET
ajis02-3835	197	8	theoretical	theoretical	ADJ
ajis02-3835	197	9	framework	framework	NOUN
ajis02-3835	197	10	for	for	ADP
ajis02-3835	197	11	the	the	DET
ajis02-3835	197	12	management	management	NOUN
ajis02-3835	197	13	of	of	ADP
ajis02-3835	197	14	gender	gender	NOUN
ajis02-3835	197	15	bias	bias	NOUN
ajis02-3835	197	16	in	in	ADP
ajis02-3835	197	17	ai	ai	NOUN
ajis02-3835	197	18	-	-	PUNCT
ajis02-3835	197	19	based	base	VERB
ajis02-3835	197	20	decision	decision	NOUN
ajis02-3835	197	21	-	-	PUNCT
ajis02-3835	197	22	making	make	VERB
ajis02-3835	197	23	systems	system	NOUN
ajis02-3835	197	24	(	(	PUNCT
ajis02-3835	197	25	see	see	VERB
ajis02-3835	197	26	below	below	ADP
ajis02-3835	197	27	figure	figure	NOUN
ajis02-3835	197	28	4	4	NUM
ajis02-3835	197	29	)	)	PUNCT
ajis02-3835	197	30	.	.	PUNCT
ajis02-3835	198	1	the	the	DET
ajis02-3835	198	2	proposed	propose	VERB
ajis02-3835	198	3	theoretical	theoretical	ADJ
ajis02-3835	198	4	framework	framework	NOUN
ajis02-3835	198	5	synthesizes	synthesize	VERB
ajis02-3835	198	6	previously	previously	ADV
ajis02-3835	198	7	reported	report	VERB
ajis02-3835	198	8	contributing	contribute	VERB
ajis02-3835	198	9	factors	factor	NOUN
ajis02-3835	198	10	and	and	CCONJ
ajis02-3835	198	11	approaches	approach	NOUN
ajis02-3835	198	12	and	and	CCONJ
ajis02-3835	198	13	consolidates	consolidate	VERB
ajis02-3835	198	14	them	they	PRON
ajis02-3835	198	15	in	in	ADP
ajis02-3835	198	16	a	a	DET
ajis02-3835	198	17	theoretical	theoretical	ADJ
ajis02-3835	198	18	framework	framework	NOUN
ajis02-3835	198	19	.	.	PUNCT
ajis02-3835	199	1	as	as	ADP
ajis02-3835	199	2	part	part	NOUN
ajis02-3835	199	3	of	of	ADP
ajis02-3835	199	4	the	the	DET
ajis02-3835	199	5	proposed	propose	VERB
ajis02-3835	199	6	framework	framework	NOUN
ajis02-3835	199	7	and	and	CCONJ
ajis02-3835	199	8	as	as	ADP
ajis02-3835	199	9	a	a	DET
ajis02-3835	199	10	summary	summary	NOUN
ajis02-3835	199	11	of	of	ADP
ajis02-3835	199	12	our	our	PRON
ajis02-3835	199	13	findings	finding	NOUN
ajis02-3835	199	14	we	we	PRON
ajis02-3835	199	15	offer	offer	VERB
ajis02-3835	199	16	four	four	NUM
ajis02-3835	199	17	theoretical	theoretical	ADJ
ajis02-3835	199	18	propositions	proposition	NOUN
ajis02-3835	199	19	for	for	ADP
ajis02-3835	199	20	the	the	DET
ajis02-3835	199	21	possible	possible	ADJ
ajis02-3835	199	22	mitigation	mitigation	NOUN
ajis02-3835	199	23	of	of	ADP
ajis02-3835	199	24	gender	gender	NOUN
ajis02-3835	199	25	bias	bias	NOUN
ajis02-3835	199	26	in	in	ADP
ajis02-3835	199	27	ai	ai	NOUN
ajis02-3835	199	28	-	-	PUNCT
ajis02-3835	199	29	based	base	VERB
ajis02-3835	199	30	decision	decision	NOUN
ajis02-3835	199	31	-	-	PUNCT
ajis02-3835	199	32	making	make	VERB
ajis02-3835	199	33	systems	system	NOUN
ajis02-3835	199	34	.	.	PUNCT
ajis02-3835	200	1	p1	p1	NOUN
ajis02-3835	200	2	:	:	PUNCT
ajis02-3835	200	3	ai	ai	VERB
ajis02-3835	200	4	technology	technology	NOUN
ajis02-3835	200	5	-	-	PUNCT
ajis02-3835	200	6	related	relate	VERB
ajis02-3835	200	7	approaches	approach	NOUN
ajis02-3835	200	8	can	can	AUX
ajis02-3835	200	9	mitigate	mitigate	VERB
ajis02-3835	200	10	design	design	NOUN
ajis02-3835	200	11	and	and	CCONJ
ajis02-3835	200	12	implementation	implementation	NOUN
ajis02-3835	200	13	-	-	PUNCT
ajis02-3835	200	14	related	relate	VERB
ajis02-3835	200	15	contributing	contributing	NOUN
ajis02-3835	200	16	factors	factor	NOUN
ajis02-3835	200	17	.	.	PUNCT
ajis02-3835	201	1	australasian	australasian	ADJ
ajis02-3835	201	2	journal	journal	NOUN
ajis02-3835	201	3	of	of	ADP
ajis02-3835	201	4	information	information	NOUN
ajis02-3835	201	5	systems	system	NOUN
ajis02-3835	201	6	nadeem	nadeem	PROPN
ajis02-3835	201	7	,	,	PUNCT
ajis02-3835	201	8	marjanovic	marjanovic	PROPN
ajis02-3835	201	9	&	&	CCONJ
ajis02-3835	201	10	abedin	abedin	PROPN
ajis02-3835	201	11	2022	2022	NUM
ajis02-3835	201	12	,	,	PUNCT
ajis02-3835	201	13	vol	vol	NOUN
ajis02-3835	201	14	26	26	NUM
ajis02-3835	201	15	,	,	PUNCT
ajis02-3835	201	16	selected	select	VERB
ajis02-3835	201	17	papers	paper	NOUN
ajis02-3835	201	18	from	from	ADP
ajis02-3835	201	19	acis	acis	PROPN
ajis02-3835	201	20	2020	2020	NUM
ajis02-3835	201	21	gender	gender	NOUN
ajis02-3835	201	22	bias	bias	NOUN
ajis02-3835	201	23	in	in	ADP
ajis02-3835	201	24	ai	ai	PROPN
ajis02-3835	201	25	14	14	NUM
ajis02-3835	201	26	removing	remove	VERB
ajis02-3835	201	27	proxy	proxy	ADJ
ajis02-3835	201	28	variables	variable	NOUN
ajis02-3835	201	29	of	of	ADP
ajis02-3835	201	30	protected	protect	VERB
ajis02-3835	201	31	attributes	attribute	NOUN
ajis02-3835	201	32	and	and	CCONJ
ajis02-3835	201	33	ensuring	ensure	VERB
ajis02-3835	201	34	fair	fair	ADJ
ajis02-3835	201	35	datasets	dataset	NOUN
ajis02-3835	201	36	from	from	ADP
ajis02-3835	201	37	all	all	DET
ajis02-3835	201	38	groups	group	NOUN
ajis02-3835	201	39	and	and	CCONJ
ajis02-3835	201	40	members	member	NOUN
ajis02-3835	201	41	of	of	ADP
ajis02-3835	201	42	a	a	DET
ajis02-3835	201	43	community	community	NOUN
ajis02-3835	201	44	i.e.	i.e.	X
ajis02-3835	201	45	,	,	PUNCT
ajis02-3835	201	46	diverse	diverse	ADJ
ajis02-3835	201	47	and	and	CCONJ
ajis02-3835	201	48	inclusive	inclusive	ADJ
ajis02-3835	201	49	datasets	dataset	NOUN
ajis02-3835	201	50	,	,	PUNCT
ajis02-3835	201	51	are	be	AUX
ajis02-3835	201	52	reported	report	VERB
ajis02-3835	201	53	to	to	PART
ajis02-3835	201	54	be	be	AUX
ajis02-3835	201	55	effective	effective	ADJ
ajis02-3835	201	56	in	in	ADP
ajis02-3835	201	57	mitigating	mitigate	VERB
ajis02-3835	201	58	gender	gender	NOUN
ajis02-3835	201	59	bias	bias	NOUN
ajis02-3835	201	60	in	in	ADP
ajis02-3835	201	61	the	the	DET
ajis02-3835	201	62	design	design	NOUN
ajis02-3835	201	63	and	and	CCONJ
ajis02-3835	201	64	implementation	implementation	NOUN
ajis02-3835	201	65	of	of	ADP
ajis02-3835	201	66	ai	ai	PROPN
ajis02-3835	201	67	systems	system	NOUN
ajis02-3835	201	68	(	(	PUNCT
ajis02-3835	201	69	bellamy	bellamy	PROPN
ajis02-3835	201	70	et	et	PROPN
ajis02-3835	201	71	al	al	PROPN
ajis02-3835	201	72	.	.	PROPN
ajis02-3835	201	73	,	,	PUNCT
ajis02-3835	201	74	2018	2018	NUM
ajis02-3835	201	75	;	;	PUNCT
ajis02-3835	201	76	feuerriegel	feuerriegel	NOUN
ajis02-3835	201	77	et	et	PROPN
ajis02-3835	201	78	al	al	PROPN
ajis02-3835	201	79	.	.	PROPN
ajis02-3835	201	80	,	,	PUNCT
ajis02-3835	201	81	2020	2020	NUM
ajis02-3835	201	82	;	;	PUNCT
ajis02-3835	201	83	grari	grari	NOUN
ajis02-3835	201	84	et	et	PROPN
ajis02-3835	201	85	al	al	PROPN
ajis02-3835	201	86	.	.	PROPN
ajis02-3835	201	87	,	,	PUNCT
ajis02-3835	201	88	2020	2020	NUM
ajis02-3835	201	89	;	;	PUNCT
ajis02-3835	201	90	hayes	hayes	PROPN
ajis02-3835	201	91	et	et	PROPN
ajis02-3835	201	92	al	al	PROPN
ajis02-3835	201	93	.	.	PROPN
ajis02-3835	201	94	,	,	PUNCT
ajis02-3835	201	95	2020	2020	NUM
ajis02-3835	201	96	;	;	PUNCT
ajis02-3835	201	97	miron	miron	PROPN
ajis02-3835	201	98	et	et	PROPN
ajis02-3835	201	99	al	al	PROPN
ajis02-3835	201	100	.	.	PROPN
ajis02-3835	201	101	,	,	PUNCT
ajis02-3835	201	102	2020	2020	NUM
ajis02-3835	201	103	;	;	PUNCT
ajis02-3835	201	104	veale	veale	NOUN
ajis02-3835	201	105	&	&	CCONJ
ajis02-3835	201	106	binns	binn	NOUN
ajis02-3835	201	107	,	,	PUNCT
ajis02-3835	201	108	2017	2017	NUM
ajis02-3835	201	109	)	)	PUNCT
ajis02-3835	201	110	.	.	PUNCT
ajis02-3835	202	1	having	have	VERB
ajis02-3835	202	2	a	a	DET
ajis02-3835	202	3	document	document	NOUN
ajis02-3835	202	4	or	or	CCONJ
ajis02-3835	202	5	guideline	guideline	NOUN
ajis02-3835	202	6	on	on	ADP
ajis02-3835	202	7	fair	fair	ADJ
ajis02-3835	202	8	datasets	dataset	NOUN
ajis02-3835	202	9	for	for	ADP
ajis02-3835	202	10	developers	developer	NOUN
ajis02-3835	202	11	can	can	AUX
ajis02-3835	202	12	support	support	VERB
ajis02-3835	202	13	fair	fair	ADJ
ajis02-3835	202	14	outcomes	outcome	NOUN
ajis02-3835	202	15	and	and	CCONJ
ajis02-3835	202	16	prevent	prevent	VERB
ajis02-3835	202	17	unfairness	unfairness	NOUN
ajis02-3835	202	18	in	in	ADP
ajis02-3835	202	19	training	training	NOUN
ajis02-3835	202	20	data	datum	NOUN
ajis02-3835	202	21	by	by	ADP
ajis02-3835	202	22	ensuring	ensure	VERB
ajis02-3835	202	23	fair	fair	ADJ
ajis02-3835	202	24	data	datum	NOUN
ajis02-3835	202	25	collection	collection	NOUN
ajis02-3835	202	26	,	,	PUNCT
ajis02-3835	202	27	data	datum	NOUN
ajis02-3835	202	28	preparation	preparation	NOUN
ajis02-3835	202	29	and	and	CCONJ
ajis02-3835	202	30	regularising	regularise	VERB
ajis02-3835	202	31	the	the	DET
ajis02-3835	202	32	training	training	NOUN
ajis02-3835	202	33	data	datum	NOUN
ajis02-3835	202	34	to	to	PART
ajis02-3835	202	35	minimise	minimise	VERB
ajis02-3835	202	36	the	the	DET
ajis02-3835	202	37	unfairness	unfairness	NOUN
ajis02-3835	202	38	(	(	PUNCT
ajis02-3835	202	39	bellamy	bellamy	PROPN
ajis02-3835	202	40	et	et	PROPN
ajis02-3835	202	41	al	al	PROPN
ajis02-3835	202	42	.	.	PROPN
ajis02-3835	202	43	,	,	PUNCT
ajis02-3835	202	44	2018	2018	NUM
ajis02-3835	202	45	;	;	PUNCT
ajis02-3835	202	46	ntoutsi	ntoutsi	PROPN
ajis02-3835	202	47	et	et	PROPN
ajis02-3835	202	48	al	al	PROPN
ajis02-3835	202	49	.	.	PROPN
ajis02-3835	202	50	,	,	PUNCT
ajis02-3835	202	51	2019	2019	NUM
ajis02-3835	202	52	)	)	PUNCT
ajis02-3835	202	53	.	.	PUNCT
ajis02-3835	203	1	such	such	ADJ
ajis02-3835	203	2	measures	measure	NOUN
ajis02-3835	203	3	,	,	PUNCT
ajis02-3835	203	4	which	which	PRON
ajis02-3835	203	5	strictly	strictly	ADV
ajis02-3835	203	6	speaking	speak	VERB
ajis02-3835	203	7	are	be	AUX
ajis02-3835	203	8	socio	socio	NOUN
ajis02-3835	203	9	-	-	PUNCT
ajis02-3835	203	10	technical	technical	ADJ
ajis02-3835	203	11	approaches	approach	NOUN
ajis02-3835	203	12	,	,	PUNCT
ajis02-3835	203	13	could	could	AUX
ajis02-3835	203	14	be	be	AUX
ajis02-3835	203	15	the	the	DET
ajis02-3835	203	16	pairing	pairing	NOUN
ajis02-3835	203	17	of	of	ADP
ajis02-3835	203	18	data	datum	NOUN
ajis02-3835	203	19	scientists	scientist	NOUN
ajis02-3835	203	20	with	with	ADP
ajis02-3835	203	21	social	social	ADJ
ajis02-3835	203	22	scientists	scientist	NOUN
ajis02-3835	203	23	to	to	PART
ajis02-3835	203	24	achieve	achieve	VERB
ajis02-3835	203	25	multidisciplinary	multidisciplinary	NOUN
ajis02-3835	203	26	for	for	ADP
ajis02-3835	203	27	the	the	DET
ajis02-3835	203	28	design	design	NOUN
ajis02-3835	203	29	and	and	CCONJ
ajis02-3835	203	30	implementation	implementation	NOUN
ajis02-3835	203	31	and	and	CCONJ
ajis02-3835	203	32	for	for	ADP
ajis02-3835	203	33	effectively	effectively	ADV
ajis02-3835	203	34	mitigating	mitigate	VERB
ajis02-3835	203	35	gender	gender	NOUN
ajis02-3835	203	36	bias	bias	NOUN
ajis02-3835	203	37	in	in	ADP
ajis02-3835	203	38	ai	ai	ADV
ajis02-3835	203	39	-	-	PUNCT
ajis02-3835	203	40	based	base	VERB
ajis02-3835	203	41	decisionmaking	decisionmake	VERB
ajis02-3835	203	42	systems	system	NOUN
ajis02-3835	203	43	(	(	PUNCT
ajis02-3835	203	44	marabelli	marabelli	PROPN
ajis02-3835	203	45	et	et	PROPN
ajis02-3835	203	46	al	al	PROPN
ajis02-3835	203	47	.	.	PROPN
ajis02-3835	203	48	,	,	PUNCT
ajis02-3835	203	49	2021	2021	NUM
ajis02-3835	203	50	)	)	PUNCT
ajis02-3835	203	51	.	.	PUNCT
ajis02-3835	204	1	further	far	ADV
ajis02-3835	204	2	,	,	PUNCT
ajis02-3835	204	3	enhanced	enhanced	ADJ
ajis02-3835	204	4	and	and	CCONJ
ajis02-3835	204	5	constant	constant	ADJ
ajis02-3835	204	6	testing	testing	NOUN
ajis02-3835	204	7	for	for	ADP
ajis02-3835	204	8	algorithmic	algorithmic	ADJ
ajis02-3835	204	9	accountability	accountability	NOUN
ajis02-3835	204	10	and	and	CCONJ
ajis02-3835	204	11	transparency	transparency	NOUN
ajis02-3835	204	12	can	can	AUX
ajis02-3835	204	13	improve	improve	VERB
ajis02-3835	204	14	the	the	DET
ajis02-3835	204	15	understanding	understanding	NOUN
ajis02-3835	204	16	and	and	CCONJ
ajis02-3835	204	17	explanation	explanation	NOUN
ajis02-3835	204	18	of	of	ADP
ajis02-3835	204	19	bias	bias	NOUN
ajis02-3835	204	20	detection	detection	NOUN
ajis02-3835	204	21	of	of	ADP
ajis02-3835	204	22	algorithmic	algorithmic	ADJ
ajis02-3835	204	23	models	model	NOUN
ajis02-3835	204	24	and	and	CCONJ
ajis02-3835	204	25	structures	structure	NOUN
ajis02-3835	204	26	(	(	PUNCT
ajis02-3835	204	27	ntoutsi	ntoutsi	NOUN
ajis02-3835	204	28	et	et	PROPN
ajis02-3835	204	29	al	al	PROPN
ajis02-3835	204	30	.	.	PROPN
ajis02-3835	204	31	,	,	PUNCT
ajis02-3835	204	32	2019	2019	NUM
ajis02-3835	204	33	)	)	PUNCT
ajis02-3835	204	34	.	.	PUNCT
ajis02-3835	205	1	hence	hence	ADV
ajis02-3835	205	2	,	,	PUNCT
ajis02-3835	205	3	we	we	PRON
ajis02-3835	205	4	propose	propose	VERB
ajis02-3835	205	5	that	that	PRON
ajis02-3835	205	6	ai	ai	VERB
ajis02-3835	205	7	technology	technology	NOUN
ajis02-3835	205	8	-	-	PUNCT
ajis02-3835	205	9	related	relate	VERB
ajis02-3835	205	10	and	and	CCONJ
ajis02-3835	205	11	diversity	diversity	NOUN
ajis02-3835	205	12	mitigating	mitigating	NOUN
ajis02-3835	205	13	approaches	approach	NOUN
ajis02-3835	205	14	can	can	AUX
ajis02-3835	205	15	be	be	AUX
ajis02-3835	205	16	used	use	VERB
ajis02-3835	205	17	to	to	PART
ajis02-3835	205	18	address	address	VERB
ajis02-3835	205	19	the	the	DET
ajis02-3835	205	20	design	design	NOUN
ajis02-3835	205	21	and	and	CCONJ
ajis02-3835	205	22	implementation	implementation	NOUN
ajis02-3835	205	23	-	-	PUNCT
ajis02-3835	205	24	related	relate	VERB
ajis02-3835	205	25	factors	factor	NOUN
ajis02-3835	205	26	that	that	PRON
ajis02-3835	205	27	contribute	contribute	VERB
ajis02-3835	205	28	to	to	ADP
ajis02-3835	205	29	gender	gender	NOUN
ajis02-3835	205	30	bias	bias	NOUN
ajis02-3835	205	31	in	in	ADP
ajis02-3835	205	32	ai	ai	NOUN
ajis02-3835	205	33	-	-	PUNCT
ajis02-3835	205	34	based	base	VERB
ajis02-3835	205	35	decision	decision	NOUN
ajis02-3835	205	36	-	-	PUNCT
ajis02-3835	205	37	making	make	VERB
ajis02-3835	205	38	systems	system	NOUN
ajis02-3835	205	39	(	(	PUNCT
ajis02-3835	205	40	bellamy	bellamy	PROPN
ajis02-3835	205	41	et	et	PROPN
ajis02-3835	205	42	al	al	PROPN
ajis02-3835	205	43	.	.	PROPN
ajis02-3835	205	44	,	,	PUNCT
ajis02-3835	205	45	2018	2018	NUM
ajis02-3835	205	46	;	;	PUNCT
ajis02-3835	205	47	feuerriegel	feuerriegel	NOUN
ajis02-3835	205	48	,	,	PUNCT
ajis02-3835	205	49	et	et	PROPN
ajis02-3835	205	50	al	al	PROPN
ajis02-3835	205	51	.	.	PROPN
ajis02-3835	205	52	,	,	PUNCT
ajis02-3835	205	53	2020	2020	NUM
ajis02-3835	205	54	;	;	PUNCT
ajis02-3835	205	55	grari	grari	NOUN
ajis02-3835	205	56	et	et	PROPN
ajis02-3835	205	57	al	al	PROPN
ajis02-3835	205	58	.	.	PROPN
ajis02-3835	205	59	,	,	PUNCT
ajis02-3835	205	60	2020	2020	NUM
ajis02-3835	205	61	;	;	PUNCT
ajis02-3835	205	62	hayes	hayes	PROPN
ajis02-3835	205	63	et	et	PROPN
ajis02-3835	205	64	al	al	PROPN
ajis02-3835	205	65	.	.	PROPN
ajis02-3835	205	66	,	,	PUNCT
ajis02-3835	205	67	2020	2020	NUM
ajis02-3835	205	68	;	;	PUNCT
ajis02-3835	205	69	johnson	johnson	PROPN
ajis02-3835	205	70	,	,	PUNCT
ajis02-3835	205	71	2019	2019	NUM
ajis02-3835	205	72	;	;	PUNCT
ajis02-3835	205	73	lee	lee	PROPN
ajis02-3835	205	74	,	,	PUNCT
ajis02-3835	205	75	2018	2018	NUM
ajis02-3835	205	76	;	;	PUNCT
ajis02-3835	205	77	miron	miron	PROPN
ajis02-3835	205	78	et	et	PROPN
ajis02-3835	205	79	al	al	PROPN
ajis02-3835	205	80	.	.	PROPN
ajis02-3835	205	81	,	,	PUNCT
ajis02-3835	205	82	2020	2020	NUM
ajis02-3835	205	83	;	;	PUNCT
ajis02-3835	205	84	noriega	noriega	PROPN
ajis02-3835	205	85	,	,	PUNCT
ajis02-3835	205	86	2020	2020	NUM
ajis02-3835	205	87	;	;	PUNCT
ajis02-3835	205	88	ntoutsi	ntoutsi	PROPN
ajis02-3835	205	89	et	et	PROPN
ajis02-3835	205	90	al	al	PROPN
ajis02-3835	205	91	.	.	PROPN
ajis02-3835	205	92	,	,	PUNCT
ajis02-3835	205	93	2019	2019	NUM
ajis02-3835	205	94	;	;	PUNCT
ajis02-3835	205	95	veale	veale	NOUN
ajis02-3835	205	96	&	&	CCONJ
ajis02-3835	205	97	binns	binn	NOUN
ajis02-3835	205	98	,	,	PUNCT
ajis02-3835	205	99	2017	2017	NUM
ajis02-3835	205	100	;	;	PUNCT
ajis02-3835	205	101	wu	wu	PROPN
ajis02-3835	205	102	et	et	PROPN
ajis02-3835	205	103	al	al	PROPN
ajis02-3835	205	104	.	.	PROPN
ajis02-3835	205	105	,	,	PUNCT
ajis02-3835	205	106	2019	2019	NUM
ajis02-3835	205	107	)	)	PUNCT
ajis02-3835	205	108	.	.	PUNCT
ajis02-3835	206	1	p2	p2	PROPN
ajis02-3835	206	2	:	:	PUNCT
ajis02-3835	206	3	ai	ai	AUX
ajis02-3835	206	4	governance	governance	NOUN
ajis02-3835	206	5	and	and	CCONJ
ajis02-3835	206	6	regulatory	regulatory	ADJ
ajis02-3835	206	7	approaches	approach	NOUN
ajis02-3835	206	8	can	can	AUX
ajis02-3835	206	9	mitigate	mitigate	VERB
ajis02-3835	206	10	institutional	institutional	ADJ
ajis02-3835	206	11	-	-	PUNCT
ajis02-3835	206	12	related	relate	VERB
ajis02-3835	206	13	contributing	contributing	NOUN
ajis02-3835	206	14	factors	factor	NOUN
ajis02-3835	206	15	.	.	PUNCT
ajis02-3835	207	1	ai	ai	VERB
ajis02-3835	207	2	regulations	regulation	NOUN
ajis02-3835	207	3	that	that	PRON
ajis02-3835	207	4	enforce	enforce	VERB
ajis02-3835	207	5	to	to	PART
ajis02-3835	207	6	incorporate	incorporate	VERB
ajis02-3835	207	7	key	key	ADJ
ajis02-3835	207	8	ethical	ethical	ADJ
ajis02-3835	207	9	standards	standard	NOUN
ajis02-3835	207	10	(	(	PUNCT
ajis02-3835	207	11	ntoutsi	ntoutsi	NOUN
ajis02-3835	207	12	et	et	PROPN
ajis02-3835	207	13	al	al	PROPN
ajis02-3835	207	14	.	.	PROPN
ajis02-3835	207	15	,	,	PUNCT
ajis02-3835	207	16	2019	2019	NUM
ajis02-3835	207	17	;	;	PUNCT
ajis02-3835	207	18	wang	wang	PROPN
ajis02-3835	207	19	,	,	PUNCT
ajis02-3835	207	20	2020	2020	NUM
ajis02-3835	207	21	)	)	PUNCT
ajis02-3835	207	22	,	,	PUNCT
ajis02-3835	207	23	adhering	adhere	VERB
ajis02-3835	207	24	to	to	ADP
ajis02-3835	207	25	laws	law	NOUN
ajis02-3835	207	26	and	and	CCONJ
ajis02-3835	207	27	policies	policy	NOUN
ajis02-3835	207	28	for	for	ADP
ajis02-3835	207	29	better	well	ADJ
ajis02-3835	207	30	ai	ai	VERB
ajis02-3835	207	31	governance	governance	NOUN
ajis02-3835	207	32	,	,	PUNCT
ajis02-3835	207	33	auditing	auditing	NOUN
ajis02-3835	207	34	and	and	CCONJ
ajis02-3835	207	35	gender	gender	NOUN
ajis02-3835	207	36	diversity	diversity	NOUN
ajis02-3835	207	37	and	and	CCONJ
ajis02-3835	207	38	inclusiveness	inclusiveness	NOUN
ajis02-3835	207	39	in	in	ADP
ajis02-3835	207	40	organisations	organisation	NOUN
ajis02-3835	207	41	concerning	concern	VERB
ajis02-3835	207	42	fair	fair	ADJ
ajis02-3835	207	43	ai	ai	NOUN
ajis02-3835	207	44	(	(	PUNCT
ajis02-3835	207	45	feuerriegel	feuerriegel	NOUN
ajis02-3835	207	46	et	et	PROPN
ajis02-3835	207	47	al	al	PROPN
ajis02-3835	207	48	.	.	PROPN
ajis02-3835	207	49	,	,	PUNCT
ajis02-3835	207	50	2020	2020	NUM
ajis02-3835	207	51	)	)	PUNCT
ajis02-3835	207	52	are	be	AUX
ajis02-3835	207	53	all	all	PRON
ajis02-3835	207	54	reported	report	VERB
ajis02-3835	207	55	to	to	PART
ajis02-3835	207	56	result	result	VERB
ajis02-3835	207	57	in	in	ADP
ajis02-3835	207	58	mitigating	mitigate	VERB
ajis02-3835	207	59	gender	gender	NOUN
ajis02-3835	207	60	bias	bias	NOUN
ajis02-3835	207	61	in	in	ADP
ajis02-3835	207	62	ai	ai	NOUN
ajis02-3835	207	63	-	-	PUNCT
ajis02-3835	207	64	based	base	VERB
ajis02-3835	207	65	decision	decision	NOUN
ajis02-3835	207	66	-	-	PUNCT
ajis02-3835	207	67	making	make	VERB
ajis02-3835	207	68	systems	system	NOUN
ajis02-3835	207	69	.	.	PUNCT
ajis02-3835	208	1	hence	hence	ADV
ajis02-3835	208	2	,	,	PUNCT
ajis02-3835	208	3	we	we	PRON
ajis02-3835	208	4	propose	propose	VERB
ajis02-3835	208	5	that	that	SCONJ
ajis02-3835	208	6	ai	ai	VERB
ajis02-3835	208	7	governance	governance	NOUN
ajis02-3835	208	8	and	and	CCONJ
ajis02-3835	208	9	regulatory	regulatory	ADJ
ajis02-3835	208	10	approaches	approach	NOUN
ajis02-3835	208	11	can	can	AUX
ajis02-3835	208	12	be	be	AUX
ajis02-3835	208	13	used	use	VERB
ajis02-3835	208	14	to	to	PART
ajis02-3835	208	15	mitigate	mitigate	VERB
ajis02-3835	208	16	the	the	DET
ajis02-3835	208	17	institutional	institutional	ADV
ajis02-3835	208	18	-	-	PUNCT
ajis02-3835	208	19	related	relate	VERB
ajis02-3835	208	20	contributing	contributing	NOUN
ajis02-3835	208	21	factors	factor	NOUN
ajis02-3835	208	22	(	(	PUNCT
ajis02-3835	208	23	feuerriegel	feuerriegel	NOUN
ajis02-3835	208	24	et	et	PROPN
ajis02-3835	208	25	al	al	PROPN
ajis02-3835	208	26	.	.	PROPN
ajis02-3835	208	27	,	,	PUNCT
ajis02-3835	208	28	2020	2020	NUM
ajis02-3835	208	29	;	;	PUNCT
ajis02-3835	208	30	ntoutsi	ntoutsi	PROPN
ajis02-3835	208	31	et	et	PROPN
ajis02-3835	208	32	al	al	PROPN
ajis02-3835	208	33	.	.	PROPN
ajis02-3835	208	34	,	,	PUNCT
ajis02-3835	208	35	2019	2019	NUM
ajis02-3835	208	36	;	;	PUNCT
ajis02-3835	208	37	wang	wang	PROPN
ajis02-3835	208	38	,	,	PUNCT
ajis02-3835	208	39	2020	2020	NUM
ajis02-3835	208	40	)	)	PUNCT
ajis02-3835	208	41	.	.	PUNCT
ajis02-3835	209	1	p3	p3	PROPN
ajis02-3835	209	2	:	:	PUNCT
ajis02-3835	209	3	fair	fair	ADJ
ajis02-3835	209	4	ai	ai	VERB
ajis02-3835	209	5	management	management	NOUN
ajis02-3835	209	6	approaches	approach	NOUN
ajis02-3835	209	7	can	can	AUX
ajis02-3835	209	8	mitigate	mitigate	VERB
ajis02-3835	209	9	institutional	institutional	ADJ
ajis02-3835	209	10	-	-	PUNCT
ajis02-3835	209	11	related	relate	VERB
ajis02-3835	209	12	contributing	contributing	NOUN
ajis02-3835	209	13	factors	factor	NOUN
ajis02-3835	209	14	.	.	PUNCT
ajis02-3835	210	1	ai	ai	AUX
ajis02-3835	210	2	to	to	PART
ajis02-3835	210	3	be	be	AUX
ajis02-3835	210	4	fair	fair	ADJ
ajis02-3835	210	5	by	by	ADP
ajis02-3835	210	6	design	design	NOUN
ajis02-3835	210	7	(	(	PUNCT
ajis02-3835	210	8	arrieta	arrieta	PROPN
ajis02-3835	210	9	et	et	PROPN
ajis02-3835	210	10	al	al	PROPN
ajis02-3835	210	11	.	.	PROPN
ajis02-3835	210	12	,	,	PUNCT
ajis02-3835	210	13	2020	2020	NUM
ajis02-3835	210	14	)	)	PUNCT
ajis02-3835	210	15	practiced	practice	VERB
ajis02-3835	210	16	in	in	ADP
ajis02-3835	210	17	organisations	organisation	NOUN
ajis02-3835	210	18	with	with	ADP
ajis02-3835	210	19	policies	policy	NOUN
ajis02-3835	210	20	and	and	CCONJ
ajis02-3835	210	21	business	business	NOUN
ajis02-3835	210	22	models	model	NOUN
ajis02-3835	210	23	concerning	concern	VERB
ajis02-3835	210	24	fair	fair	ADJ
ajis02-3835	210	25	ai	ai	NOUN
ajis02-3835	210	26	(	(	PUNCT
ajis02-3835	210	27	feuerriegel	feuerriegel	NOUN
ajis02-3835	210	28	et	et	PROPN
ajis02-3835	210	29	al	al	PROPN
ajis02-3835	210	30	.	.	PROPN
ajis02-3835	210	31	,	,	PUNCT
ajis02-3835	210	32	2020	2020	NUM
ajis02-3835	210	33	)	)	PUNCT
ajis02-3835	210	34	includes	include	VERB
ajis02-3835	210	35	implementing	implement	VERB
ajis02-3835	210	36	inclusive	inclusive	ADJ
ajis02-3835	210	37	policies	policy	NOUN
ajis02-3835	210	38	and	and	CCONJ
ajis02-3835	210	39	regulations	regulation	NOUN
ajis02-3835	210	40	within	within	ADP
ajis02-3835	210	41	the	the	DET
ajis02-3835	210	42	organisations	organisation	NOUN
ajis02-3835	210	43	and	and	CCONJ
ajis02-3835	210	44	bringing	bring	VERB
ajis02-3835	210	45	about	about	ADP
ajis02-3835	210	46	algorithmic	algorithmic	ADJ
ajis02-3835	210	47	accountability	accountability	NOUN
ajis02-3835	210	48	and	and	CCONJ
ajis02-3835	210	49	transparency	transparency	NOUN
ajis02-3835	210	50	(	(	PUNCT
ajis02-3835	210	51	johnson	johnson	PROPN
ajis02-3835	210	52	2019	2019	NUM
ajis02-3835	210	53	;	;	PUNCT
ajis02-3835	210	54	ntoutsi	ntoutsi	PROPN
ajis02-3835	210	55	et	et	PROPN
ajis02-3835	210	56	al	al	PROPN
ajis02-3835	210	57	.	.	PROPN
ajis02-3835	210	58	,	,	PUNCT
ajis02-3835	210	59	2019	2019	NUM
ajis02-3835	210	60	)	)	PUNCT
ajis02-3835	210	61	.	.	PUNCT
ajis02-3835	211	1	fair	fair	PROPN
ajis02-3835	211	2	ai	ai	PROPN
ajis02-3835	211	3	management	management	NOUN
ajis02-3835	211	4	mitigation	mitigation	NOUN
ajis02-3835	211	5	approaches	approach	VERB
ajis02-3835	211	6	through	through	ADP
ajis02-3835	211	7	awareness	awareness	NOUN
ajis02-3835	211	8	and	and	CCONJ
ajis02-3835	211	9	promoting	promote	VERB
ajis02-3835	211	10	policies	policy	NOUN
ajis02-3835	211	11	are	be	AUX
ajis02-3835	211	12	reported	report	VERB
ajis02-3835	211	13	to	to	PART
ajis02-3835	211	14	ensure	ensure	VERB
ajis02-3835	211	15	having	have	VERB
ajis02-3835	211	16	‘	'	PUNCT
ajis02-3835	211	17	humans	human	NOUN
ajis02-3835	211	18	in	in	ADP
ajis02-3835	211	19	the	the	DET
ajis02-3835	211	20	loop	loop	NOUN
ajis02-3835	211	21	’	'	PUNCT
ajis02-3835	211	22	which	which	PRON
ajis02-3835	211	23	increases	increase	VERB
ajis02-3835	211	24	the	the	DET
ajis02-3835	211	25	chance	chance	NOUN
ajis02-3835	211	26	of	of	ADP
ajis02-3835	211	27	fairness	fairness	NOUN
ajis02-3835	211	28	provided	provide	VERB
ajis02-3835	211	29	by	by	ADP
ajis02-3835	211	30	ai	ai	NOUN
ajis02-3835	211	31	-	-	PUNCT
ajis02-3835	211	32	based	base	VERB
ajis02-3835	211	33	decision	decision	NOUN
ajis02-3835	211	34	-	-	PUNCT
ajis02-3835	211	35	making	make	VERB
ajis02-3835	211	36	systems	system	NOUN
ajis02-3835	211	37	(	(	PUNCT
ajis02-3835	211	38	teodorescu	teodorescu	NOUN
ajis02-3835	211	39	et	et	PROPN
ajis02-3835	211	40	al	al	PROPN
ajis02-3835	211	41	.	.	PROPN
ajis02-3835	211	42	,	,	PUNCT
ajis02-3835	211	43	2021	2021	NUM
ajis02-3835	211	44	)	)	PUNCT
ajis02-3835	211	45	.	.	PUNCT
ajis02-3835	212	1	in	in	ADP
ajis02-3835	212	2	particular	particular	ADJ
ajis02-3835	212	3	,	,	PUNCT
ajis02-3835	212	4	creating	create	VERB
ajis02-3835	212	5	awareness	awareness	NOUN
ajis02-3835	212	6	through	through	ADP
ajis02-3835	212	7	training	training	NOUN
ajis02-3835	212	8	,	,	PUNCT
ajis02-3835	212	9	workshops	workshop	NOUN
ajis02-3835	212	10	,	,	PUNCT
ajis02-3835	212	11	and	and	CCONJ
ajis02-3835	212	12	seminars	seminar	NOUN
ajis02-3835	212	13	at	at	ADP
ajis02-3835	212	14	the	the	DET
ajis02-3835	212	15	organisational	organisational	ADJ
ajis02-3835	212	16	level	level	NOUN
ajis02-3835	212	17	regarding	regard	VERB
ajis02-3835	212	18	gender	gender	NOUN
ajis02-3835	212	19	-	-	PUNCT
ajis02-3835	212	20	biased	bias	VERB
ajis02-3835	212	21	outcomes	outcome	NOUN
ajis02-3835	212	22	of	of	ADP
ajis02-3835	212	23	ai	ai	NOUN
ajis02-3835	212	24	-	-	PUNCT
ajis02-3835	212	25	based	base	VERB
ajis02-3835	212	26	decision	decision	NOUN
ajis02-3835	212	27	-	-	PUNCT
ajis02-3835	212	28	making	make	VERB
ajis02-3835	212	29	systems	system	NOUN
ajis02-3835	212	30	can	can	AUX
ajis02-3835	212	31	encourage	encourage	VERB
ajis02-3835	212	32	ai	ai	VERB
ajis02-3835	212	33	developers	developer	NOUN
ajis02-3835	212	34	and	and	CCONJ
ajis02-3835	212	35	users	user	NOUN
ajis02-3835	212	36	of	of	ADP
ajis02-3835	212	37	such	such	ADJ
ajis02-3835	212	38	systems	system	NOUN
ajis02-3835	212	39	to	to	PART
ajis02-3835	212	40	enforce	enforce	VERB
ajis02-3835	212	41	gender	gender	NOUN
ajis02-3835	212	42	-	-	PUNCT
ajis02-3835	212	43	diverse	diverse	ADJ
ajis02-3835	212	44	workplaces	workplace	NOUN
ajis02-3835	212	45	and	and	CCONJ
ajis02-3835	212	46	public	public	ADJ
ajis02-3835	212	47	policies	policy	NOUN
ajis02-3835	212	48	regarding	regard	VERB
ajis02-3835	212	49	fairness	fairness	NOUN
ajis02-3835	212	50	to	to	PART
ajis02-3835	212	51	support	support	VERB
ajis02-3835	212	52	demographic	demographic	ADJ
ajis02-3835	212	53	and	and	CCONJ
ajis02-3835	212	54	cultural	cultural	ADJ
ajis02-3835	212	55	diversity	diversity	NOUN
ajis02-3835	212	56	in	in	ADP
ajis02-3835	212	57	data	datum	NOUN
ajis02-3835	212	58	that	that	PRON
ajis02-3835	212	59	is	be	AUX
ajis02-3835	212	60	used	use	VERB
ajis02-3835	212	61	by	by	ADP
ajis02-3835	212	62	the	the	DET
ajis02-3835	212	63	systems	system	NOUN
ajis02-3835	212	64	(	(	PUNCT
ajis02-3835	212	65	lee	lee	PROPN
ajis02-3835	212	66	,	,	PUNCT
ajis02-3835	212	67	2018	2018	NUM
ajis02-3835	212	68	)	)	PUNCT
ajis02-3835	212	69	.	.	PUNCT
ajis02-3835	213	1	hence	hence	ADV
ajis02-3835	213	2	,	,	PUNCT
ajis02-3835	213	3	we	we	PRON
ajis02-3835	213	4	propose	propose	VERB
ajis02-3835	213	5	that	that	SCONJ
ajis02-3835	213	6	fair	fair	ADJ
ajis02-3835	213	7	ai	ai	VERB
ajis02-3835	213	8	management	management	NOUN
ajis02-3835	213	9	approaches	approach	NOUN
ajis02-3835	213	10	can	can	AUX
ajis02-3835	213	11	be	be	AUX
ajis02-3835	213	12	used	use	VERB
ajis02-3835	213	13	to	to	PART
ajis02-3835	213	14	mitigate	mitigate	VERB
ajis02-3835	213	15	the	the	DET
ajis02-3835	213	16	institutional	institutional	ADV
ajis02-3835	213	17	-	-	PUNCT
ajis02-3835	213	18	related	relate	VERB
ajis02-3835	213	19	contributing	contributing	NOUN
ajis02-3835	213	20	factors	factor	NOUN
ajis02-3835	213	21	(	(	PUNCT
ajis02-3835	213	22	hayes	hayes	PROPN
ajis02-3835	213	23	et	et	PROPN
ajis02-3835	213	24	al	al	PROPN
ajis02-3835	213	25	.	.	PROPN
ajis02-3835	213	26	,	,	PUNCT
ajis02-3835	213	27	2020	2020	NUM
ajis02-3835	213	28	;	;	PUNCT
ajis02-3835	213	29	lee	lee	PROPN
ajis02-3835	213	30	,	,	PUNCT
ajis02-3835	213	31	2018	2018	NUM
ajis02-3835	213	32	;	;	PUNCT
ajis02-3835	213	33	marabelli	marabelli	PROPN
ajis02-3835	213	34	et	et	PROPN
ajis02-3835	213	35	al	al	PROPN
ajis02-3835	213	36	.	.	PROPN
ajis02-3835	213	37	,	,	PUNCT
ajis02-3835	213	38	2021	2021	NUM
ajis02-3835	213	39	;	;	PUNCT
ajis02-3835	214	1	teodorescu	teodorescu	PROPN
ajis02-3835	214	2	et	et	PROPN
ajis02-3835	214	3	al	al	PROPN
ajis02-3835	214	4	.	.	PROPN
ajis02-3835	214	5	2021	2021	NUM
ajis02-3835	214	6	;	;	PUNCT
ajis02-3835	214	7	wu	wu	PROPN
ajis02-3835	214	8	et	et	PROPN
ajis02-3835	214	9	al	al	PROPN
ajis02-3835	214	10	.	.	PROPN
ajis02-3835	214	11	,	,	PUNCT
ajis02-3835	214	12	2019	2019	NUM
ajis02-3835	214	13	)	)	PUNCT
ajis02-3835	214	14	.	.	PUNCT
ajis02-3835	215	1	australasian	australasian	ADJ
ajis02-3835	215	2	journal	journal	NOUN
ajis02-3835	215	3	of	of	ADP
ajis02-3835	215	4	information	information	NOUN
ajis02-3835	215	5	systems	system	NOUN
ajis02-3835	215	6	nadeem	nadeem	PROPN
ajis02-3835	215	7	,	,	PUNCT
ajis02-3835	215	8	marjanovic	marjanovic	PROPN
ajis02-3835	215	9	&	&	CCONJ
ajis02-3835	215	10	abedin	abedin	PROPN
ajis02-3835	215	11	2022	2022	NUM
ajis02-3835	215	12	,	,	PUNCT
ajis02-3835	215	13	vol	vol	NOUN
ajis02-3835	215	14	26	26	NUM
ajis02-3835	215	15	,	,	PUNCT
ajis02-3835	215	16	selected	select	VERB
ajis02-3835	215	17	papers	paper	NOUN
ajis02-3835	215	18	from	from	ADP
ajis02-3835	215	19	acis	acis	PROPN
ajis02-3835	215	20	2020	2020	NUM
ajis02-3835	215	21	gender	gender	NOUN
ajis02-3835	215	22	bias	bias	NOUN
ajis02-3835	215	23	in	in	ADP
ajis02-3835	215	24	ai	ai	PROPN
ajis02-3835	215	25	15	15	NUM
ajis02-3835	215	26	p4	p4	ADJ
ajis02-3835	215	27	:	:	PUNCT
ajis02-3835	215	28	societal	societal	ADJ
ajis02-3835	215	29	and	and	CCONJ
ajis02-3835	215	30	community	community	NOUN
ajis02-3835	215	31	-	-	PUNCT
ajis02-3835	215	32	focused	focus	VERB
ajis02-3835	215	33	approaches	approach	NOUN
ajis02-3835	215	34	can	can	AUX
ajis02-3835	215	35	mitigate	mitigate	VERB
ajis02-3835	215	36	societal	societal	ADV
ajis02-3835	215	37	-	-	PUNCT
ajis02-3835	215	38	related	relate	VERB
ajis02-3835	215	39	contributing	contributing	NOUN
ajis02-3835	215	40	factors	factor	NOUN
ajis02-3835	215	41	.	.	PUNCT
ajis02-3835	216	1	gender	gender	NOUN
ajis02-3835	216	2	bias	bias	NOUN
ajis02-3835	216	3	in	in	ADP
ajis02-3835	216	4	society	society	NOUN
ajis02-3835	216	5	is	be	AUX
ajis02-3835	216	6	found	find	VERB
ajis02-3835	216	7	to	to	PART
ajis02-3835	216	8	be	be	AUX
ajis02-3835	216	9	replicated	replicate	VERB
ajis02-3835	216	10	in	in	ADP
ajis02-3835	216	11	emerging	emerge	VERB
ajis02-3835	216	12	technologies	technology	NOUN
ajis02-3835	216	13	,	,	PUNCT
ajis02-3835	216	14	i.e.	i.e.	X
ajis02-3835	216	15	,	,	PUNCT
ajis02-3835	216	16	including	include	VERB
ajis02-3835	216	17	ai	ai	PROPN
ajis02-3835	216	18	(	(	PUNCT
ajis02-3835	216	19	kordzadeh	kordzadeh	PROPN
ajis02-3835	216	20	&	&	CCONJ
ajis02-3835	216	21	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	216	22	,	,	PUNCT
ajis02-3835	216	23	2021	2021	NUM
ajis02-3835	216	24	)	)	PUNCT
ajis02-3835	216	25	.	.	PUNCT
ajis02-3835	217	1	emphasising	emphasise	VERB
ajis02-3835	217	2	social	social	ADJ
ajis02-3835	217	3	interventions	intervention	NOUN
ajis02-3835	217	4	–	–	PUNCT
ajis02-3835	217	5	f.	f.	PROPN
ajis02-3835	217	6	ex	ex	PROPN
ajis02-3835	217	7	.	.	PROPN
ajis02-3835	217	8	,	,	PUNCT
ajis02-3835	217	9	awareness	awareness	NOUN
ajis02-3835	217	10	of	of	ADP
ajis02-3835	217	11	gender	gender	NOUN
ajis02-3835	217	12	equity	equity	NOUN
ajis02-3835	217	13	and	and	CCONJ
ajis02-3835	217	14	fairness	fairness	NOUN
ajis02-3835	217	15	in	in	ADP
ajis02-3835	217	16	society	society	NOUN
ajis02-3835	217	17	through	through	ADP
ajis02-3835	217	18	social	social	ADJ
ajis02-3835	217	19	and	and	CCONJ
ajis02-3835	217	20	educational	educational	ADJ
ajis02-3835	217	21	aspects	aspect	NOUN
ajis02-3835	217	22	such	such	ADJ
ajis02-3835	217	23	as	as	ADP
ajis02-3835	217	24	workshops	workshop	NOUN
ajis02-3835	217	25	,	,	PUNCT
ajis02-3835	217	26	seminars	seminar	NOUN
ajis02-3835	217	27	,	,	PUNCT
ajis02-3835	217	28	etc	etc	X
ajis02-3835	217	29	.	.	X
ajis02-3835	217	30	–	–	PUNCT
ajis02-3835	217	31	is	be	AUX
ajis02-3835	217	32	reported	report	VERB
ajis02-3835	217	33	to	to	PART
ajis02-3835	217	34	be	be	AUX
ajis02-3835	217	35	effective	effective	ADJ
ajis02-3835	217	36	in	in	ADP
ajis02-3835	217	37	mitigating	mitigate	VERB
ajis02-3835	217	38	the	the	DET
ajis02-3835	217	39	socially	socially	ADV
ajis02-3835	217	40	manifested	manifested	ADJ
ajis02-3835	217	41	gender	gender	NOUN
ajis02-3835	217	42	bias	bias	NOUN
ajis02-3835	217	43	in	in	ADP
ajis02-3835	217	44	society	society	NOUN
ajis02-3835	217	45	(	(	PUNCT
ajis02-3835	217	46	hayes	hayes	PROPN
ajis02-3835	217	47	et	et	PROPN
ajis02-3835	217	48	al	al	PROPN
ajis02-3835	217	49	.	.	PROPN
ajis02-3835	217	50	,	,	PUNCT
ajis02-3835	217	51	2020	2020	NUM
ajis02-3835	217	52	;	;	PUNCT
ajis02-3835	217	53	johnson	johnson	PROPN
ajis02-3835	217	54	,	,	PUNCT
ajis02-3835	217	55	2019	2019	NUM
ajis02-3835	217	56	)	)	PUNCT
ajis02-3835	217	57	.	.	PUNCT
ajis02-3835	218	1	moreover	moreover	ADV
ajis02-3835	218	2	,	,	PUNCT
ajis02-3835	218	3	certain	certain	ADJ
ajis02-3835	218	4	public	public	ADJ
ajis02-3835	218	5	policies	policy	NOUN
ajis02-3835	218	6	that	that	PRON
ajis02-3835	218	7	protect	protect	VERB
ajis02-3835	218	8	fundamental	fundamental	ADJ
ajis02-3835	218	9	rights	right	NOUN
ajis02-3835	218	10	and	and	CCONJ
ajis02-3835	218	11	societal	societal	ADJ
ajis02-3835	218	12	well	well	ADV
ajis02-3835	218	13	-	-	PUNCT
ajis02-3835	218	14	being	being	NOUN
ajis02-3835	218	15	,	,	PUNCT
ajis02-3835	218	16	if	if	SCONJ
ajis02-3835	218	17	enhanced	enhance	VERB
ajis02-3835	218	18	,	,	PUNCT
ajis02-3835	218	19	bring	bring	VERB
ajis02-3835	218	20	awareness	awareness	NOUN
ajis02-3835	218	21	to	to	ADP
ajis02-3835	218	22	human	human	ADJ
ajis02-3835	218	23	rights	right	NOUN
ajis02-3835	218	24	and	and	CCONJ
ajis02-3835	218	25	work	work	NOUN
ajis02-3835	218	26	against	against	ADP
ajis02-3835	218	27	gender	gender	NOUN
ajis02-3835	218	28	bias	bias	NOUN
ajis02-3835	218	29	and	and	CCONJ
ajis02-3835	218	30	other	other	ADJ
ajis02-3835	218	31	discrimination	discrimination	NOUN
ajis02-3835	218	32	(	(	PUNCT
ajis02-3835	218	33	clifton	clifton	PROPN
ajis02-3835	218	34	et	et	PROPN
ajis02-3835	218	35	al	al	PROPN
ajis02-3835	218	36	.	.	PROPN
ajis02-3835	218	37	,	,	PUNCT
ajis02-3835	218	38	2020	2020	NUM
ajis02-3835	218	39	;	;	PUNCT
ajis02-3835	218	40	miron	miron	PROPN
ajis02-3835	218	41	et	et	PROPN
ajis02-3835	218	42	al	al	PROPN
ajis02-3835	218	43	.	.	PROPN
ajis02-3835	218	44	,	,	PUNCT
ajis02-3835	218	45	2020	2020	NUM
ajis02-3835	218	46	)	)	PUNCT
ajis02-3835	218	47	.	.	PUNCT
ajis02-3835	219	1	hence	hence	ADV
ajis02-3835	219	2	,	,	PUNCT
ajis02-3835	219	3	we	we	PRON
ajis02-3835	219	4	propose	propose	VERB
ajis02-3835	219	5	that	that	SCONJ
ajis02-3835	219	6	societal	societal	PROPN
ajis02-3835	219	7	&	&	CCONJ
ajis02-3835	219	8	community	community	NOUN
ajis02-3835	219	9	-	-	PUNCT
ajis02-3835	219	10	focused	focus	VERB
ajis02-3835	219	11	approaches	approach	NOUN
ajis02-3835	219	12	can	can	AUX
ajis02-3835	219	13	be	be	AUX
ajis02-3835	219	14	used	use	VERB
ajis02-3835	219	15	to	to	PART
ajis02-3835	219	16	mitigate	mitigate	VERB
ajis02-3835	219	17	societal	societal	ADV
ajis02-3835	219	18	-	-	PUNCT
ajis02-3835	219	19	related	relate	VERB
ajis02-3835	219	20	contributing	contributing	NOUN
ajis02-3835	219	21	factors	factor	NOUN
ajis02-3835	219	22	(	(	PUNCT
ajis02-3835	219	23	clifton	clifton	PROPN
ajis02-3835	219	24	et	et	PROPN
ajis02-3835	219	25	al	al	PROPN
ajis02-3835	219	26	.	.	PROPN
ajis02-3835	219	27	,	,	PUNCT
ajis02-3835	219	28	2020	2020	NUM
ajis02-3835	219	29	;	;	PUNCT
ajis02-3835	219	30	hayes	hayes	PROPN
ajis02-3835	219	31	et	et	PROPN
ajis02-3835	219	32	al	al	PROPN
ajis02-3835	219	33	.	.	PROPN
ajis02-3835	219	34	,	,	PUNCT
ajis02-3835	219	35	2020	2020	NUM
ajis02-3835	219	36	;	;	PUNCT
ajis02-3835	219	37	johnson	johnson	PROPN
ajis02-3835	219	38	,	,	PUNCT
ajis02-3835	219	39	2019	2019	NUM
ajis02-3835	219	40	;	;	PUNCT
ajis02-3835	219	41	kordzadeh	kordzadeh	NOUN
ajis02-3835	219	42	,	,	PUNCT
ajis02-3835	219	43	&	&	CCONJ
ajis02-3835	219	44	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	219	45	,	,	PUNCT
ajis02-3835	219	46	2021	2021	NUM
ajis02-3835	219	47	;	;	PUNCT
ajis02-3835	219	48	miron	miron	PROPN
ajis02-3835	219	49	et	et	PROPN
ajis02-3835	219	50	al	al	PROPN
ajis02-3835	219	51	.	.	PROPN
ajis02-3835	219	52	,	,	PUNCT
ajis02-3835	219	53	2020	2020	NUM
ajis02-3835	219	54	)	)	PUNCT
ajis02-3835	219	55	.	.	PUNCT
ajis02-3835	220	1	6	6	NUM
ajis02-3835	220	2	future	future	ADJ
ajis02-3835	220	3	research	research	NOUN
ajis02-3835	220	4	the	the	DET
ajis02-3835	220	5	offered	offer	VERB
ajis02-3835	220	6	propositions	proposition	NOUN
ajis02-3835	220	7	are	be	AUX
ajis02-3835	220	8	not	not	PART
ajis02-3835	220	9	exhaustive	exhaustive	ADJ
ajis02-3835	220	10	.	.	PUNCT
ajis02-3835	221	1	therefore	therefore	ADV
ajis02-3835	221	2	,	,	PUNCT
ajis02-3835	221	3	further	further	ADJ
ajis02-3835	221	4	research	research	NOUN
ajis02-3835	221	5	is	be	AUX
ajis02-3835	221	6	needed	need	VERB
ajis02-3835	221	7	to	to	PART
ajis02-3835	221	8	develop	develop	VERB
ajis02-3835	221	9	more	more	ADJ
ajis02-3835	221	10	propositions	proposition	NOUN
ajis02-3835	221	11	which	which	PRON
ajis02-3835	221	12	along	along	ADP
ajis02-3835	221	13	with	with	ADP
ajis02-3835	221	14	the	the	DET
ajis02-3835	221	15	ones	one	NOUN
ajis02-3835	221	16	we	we	PRON
ajis02-3835	221	17	have	have	AUX
ajis02-3835	221	18	proposed	propose	VERB
ajis02-3835	221	19	,	,	PUNCT
ajis02-3835	221	20	must	must	AUX
ajis02-3835	221	21	be	be	AUX
ajis02-3835	221	22	refined	refine	VERB
ajis02-3835	221	23	and	and	CCONJ
ajis02-3835	221	24	empirically	empirically	ADV
ajis02-3835	221	25	tested	test	VERB
ajis02-3835	221	26	.	.	PUNCT
ajis02-3835	222	1	based	base	VERB
ajis02-3835	222	2	on	on	ADP
ajis02-3835	222	3	the	the	DET
ajis02-3835	222	4	proposed	propose	VERB
ajis02-3835	222	5	theoretical	theoretical	ADJ
ajis02-3835	222	6	framework	framework	NOUN
ajis02-3835	222	7	,	,	PUNCT
ajis02-3835	222	8	we	we	PRON
ajis02-3835	222	9	suggest	suggest	VERB
ajis02-3835	222	10	future	future	NOUN
ajis02-3835	222	11	is	be	AUX
ajis02-3835	222	12	research	research	NOUN
ajis02-3835	222	13	related	relate	VERB
ajis02-3835	222	14	to	to	ADP
ajis02-3835	222	15	the	the	DET
ajis02-3835	222	16	prevention	prevention	NOUN
ajis02-3835	222	17	,	,	PUNCT
ajis02-3835	222	18	mitigation	mitigation	NOUN
ajis02-3835	222	19	,	,	PUNCT
ajis02-3835	222	20	and	and	CCONJ
ajis02-3835	222	21	future	future	ADJ
ajis02-3835	222	22	theorizing	theorizing	NOUN
ajis02-3835	222	23	of	of	ADP
ajis02-3835	222	24	gender	gender	NOUN
ajis02-3835	222	25	bias	bias	NOUN
ajis02-3835	222	26	in	in	ADP
ajis02-3835	222	27	ai	ai	NOUN
ajis02-3835	222	28	-	-	PUNCT
ajis02-3835	222	29	based	base	VERB
ajis02-3835	222	30	decision	decision	NOUN
ajis02-3835	222	31	-	-	PUNCT
ajis02-3835	222	32	making	make	VERB
ajis02-3835	222	33	systems	system	NOUN
ajis02-3835	222	34	from	from	ADP
ajis02-3835	222	35	an	an	PRON
ajis02-3835	222	36	is	be	AUX
ajis02-3835	222	37	perspective	perspective	NOUN
ajis02-3835	222	38	.	.	PUNCT
ajis02-3835	223	1	while	while	SCONJ
ajis02-3835	223	2	this	this	DET
ajis02-3835	223	3	study	study	NOUN
ajis02-3835	223	4	presents	present	VERB
ajis02-3835	223	5	proposed	propose	VERB
ajis02-3835	223	6	approaches	approach	NOUN
ajis02-3835	223	7	for	for	ADP
ajis02-3835	223	8	mitigating	mitigate	VERB
ajis02-3835	223	9	the	the	DET
ajis02-3835	223	10	contributing	contribute	VERB
ajis02-3835	223	11	factors	factor	NOUN
ajis02-3835	223	12	that	that	PRON
ajis02-3835	223	13	generate	generate	VERB
ajis02-3835	223	14	gender	gender	NOUN
ajis02-3835	223	15	bias	bias	NOUN
ajis02-3835	223	16	in	in	ADP
ajis02-3835	223	17	ai	ai	NOUN
ajis02-3835	223	18	-	-	PUNCT
ajis02-3835	223	19	based	base	VERB
ajis02-3835	223	20	decision	decision	NOUN
ajis02-3835	223	21	-	-	PUNCT
ajis02-3835	223	22	making	make	VERB
ajis02-3835	223	23	systems	system	NOUN
ajis02-3835	223	24	through	through	ADP
ajis02-3835	223	25	systematically	systematically	ADV
ajis02-3835	223	26	reviewing	review	VERB
ajis02-3835	223	27	the	the	DET
ajis02-3835	223	28	existing	exist	VERB
ajis02-3835	223	29	literature	literature	NOUN
ajis02-3835	223	30	,	,	PUNCT
ajis02-3835	223	31	it	it	PRON
ajis02-3835	223	32	is	be	AUX
ajis02-3835	223	33	important	important	ADJ
ajis02-3835	223	34	to	to	PART
ajis02-3835	223	35	empirically	empirically	ADV
ajis02-3835	223	36	investigate	investigate	VERB
ajis02-3835	223	37	the	the	DET
ajis02-3835	223	38	proposed	propose	VERB
ajis02-3835	223	39	approaches	approach	NOUN
ajis02-3835	223	40	.	.	PUNCT
ajis02-3835	224	1	another	another	DET
ajis02-3835	224	2	interesting	interesting	ADJ
ajis02-3835	224	3	opportunity	opportunity	NOUN
ajis02-3835	224	4	for	for	ADP
ajis02-3835	224	5	further	further	ADJ
ajis02-3835	224	6	research	research	NOUN
ajis02-3835	224	7	is	be	AUX
ajis02-3835	224	8	to	to	PART
ajis02-3835	224	9	study	study	VERB
ajis02-3835	224	10	how	how	SCONJ
ajis02-3835	224	11	societal	societal	ADJ
ajis02-3835	224	12	gender	gender	NOUN
ajis02-3835	224	13	bias	bias	NOUN
ajis02-3835	224	14	is	be	AUX
ajis02-3835	224	15	manifested	manifest	VERB
ajis02-3835	224	16	in	in	ADP
ajis02-3835	224	17	institutional	institutional	ADJ
ajis02-3835	224	18	ai	ai	PROPN
ajis02-3835	224	19	practices	practice	NOUN
ajis02-3835	224	20	and	and	CCONJ
ajis02-3835	224	21	vice	vice	NOUN
ajis02-3835	224	22	versa	versa	ADV
ajis02-3835	224	23	as	as	SCONJ
ajis02-3835	224	24	there	there	PRON
ajis02-3835	224	25	is	be	VERB
ajis02-3835	224	26	a	a	DET
ajis02-3835	224	27	lack	lack	NOUN
ajis02-3835	224	28	of	of	ADP
ajis02-3835	224	29	contextually	contextually	ADV
ajis02-3835	224	30	rich	rich	ADJ
ajis02-3835	224	31	theories	theory	NOUN
ajis02-3835	224	32	in	in	ADP
ajis02-3835	224	33	this	this	DET
ajis02-3835	224	34	domain	domain	NOUN
ajis02-3835	224	35	,	,	PUNCT
ajis02-3835	224	36	that	that	PRON
ajis02-3835	224	37	examine	examine	VERB
ajis02-3835	224	38	these	these	DET
ajis02-3835	224	39	practices	practice	NOUN
ajis02-3835	224	40	in	in	ADP
ajis02-3835	224	41	broader	broad	ADJ
ajis02-3835	224	42	institutional	institutional	ADJ
ajis02-3835	224	43	and	and	CCONJ
ajis02-3835	224	44	regulatory	regulatory	ADJ
ajis02-3835	224	45	structures	structure	NOUN
ajis02-3835	224	46	(	(	PUNCT
ajis02-3835	224	47	conboy	conboy	PROPN
ajis02-3835	224	48	et	et	PROPN
ajis02-3835	224	49	al	al	PROPN
ajis02-3835	224	50	.	.	PROPN
ajis02-3835	224	51	,	,	PUNCT
ajis02-3835	224	52	2022	2022	NUM
ajis02-3835	224	53	)	)	PUNCT
ajis02-3835	224	54	will	will	AUX
ajis02-3835	224	55	be	be	AUX
ajis02-3835	224	56	interesting	interesting	ADJ
ajis02-3835	224	57	.	.	PUNCT
ajis02-3835	225	1	in	in	ADP
ajis02-3835	225	2	this	this	DET
ajis02-3835	225	3	context	context	NOUN
ajis02-3835	225	4	it	it	PRON
ajis02-3835	225	5	is	be	AUX
ajis02-3835	225	6	interesting	interesting	ADJ
ajis02-3835	225	7	to	to	PART
ajis02-3835	225	8	investigate	investigate	VERB
ajis02-3835	225	9	how	how	SCONJ
ajis02-3835	225	10	regulations	regulation	NOUN
ajis02-3835	225	11	can	can	AUX
ajis02-3835	225	12	shape	shape	VERB
ajis02-3835	225	13	gender	gender	NOUN
ajis02-3835	225	14	bias	bias	NOUN
ajis02-3835	225	15	in	in	ADP
ajis02-3835	225	16	ai	ai	NOUN
ajis02-3835	225	17	in	in	ADP
ajis02-3835	225	18	an	an	DET
ajis02-3835	225	19	organisational	organisational	ADJ
ajis02-3835	225	20	context	context	NOUN
ajis02-3835	225	21	.	.	PUNCT
ajis02-3835	226	1	we	we	PRON
ajis02-3835	226	2	therefore	therefore	ADV
ajis02-3835	226	3	suggest	suggest	VERB
ajis02-3835	226	4	to	to	PART
ajis02-3835	226	5	further	far	ADV
ajis02-3835	226	6	evolve	evolve	VERB
ajis02-3835	226	7	the	the	DET
ajis02-3835	226	8	proposed	propose	VERB
ajis02-3835	226	9	theoretical	theoretical	ADJ
ajis02-3835	226	10	framework	framework	NOUN
ajis02-3835	226	11	for	for	ADP
ajis02-3835	226	12	the	the	DET
ajis02-3835	226	13	management	management	NOUN
ajis02-3835	226	14	of	of	ADP
ajis02-3835	226	15	gender	gender	NOUN
ajis02-3835	226	16	bias	bias	NOUN
ajis02-3835	226	17	in	in	ADP
ajis02-3835	226	18	ai	ai	NOUN
ajis02-3835	226	19	-	-	PUNCT
ajis02-3835	226	20	based	base	VERB
ajis02-3835	226	21	decision	decision	NOUN
ajis02-3835	226	22	-	-	PUNCT
ajis02-3835	226	23	making	make	VERB
ajis02-3835	226	24	systems	system	NOUN
ajis02-3835	226	25	through	through	ADP
ajis02-3835	226	26	future	future	ADJ
ajis02-3835	226	27	theoretical	theoretical	ADJ
ajis02-3835	226	28	and	and	CCONJ
ajis02-3835	226	29	empirical	empirical	ADJ
ajis02-3835	226	30	research	research	NOUN
ajis02-3835	226	31	and	and	CCONJ
ajis02-3835	226	32	contribution	contribution	NOUN
ajis02-3835	226	33	.	.	PUNCT
ajis02-3835	227	1	we	we	PRON
ajis02-3835	227	2	expect	expect	VERB
ajis02-3835	227	3	such	such	ADJ
ajis02-3835	227	4	research	research	NOUN
ajis02-3835	227	5	to	to	PART
ajis02-3835	227	6	build	build	VERB
ajis02-3835	227	7	the	the	DET
ajis02-3835	227	8	foundations	foundation	NOUN
ajis02-3835	227	9	for	for	ADP
ajis02-3835	227	10	new	new	ADJ
ajis02-3835	227	11	frameworks	framework	NOUN
ajis02-3835	227	12	that	that	PRON
ajis02-3835	227	13	,	,	PUNCT
ajis02-3835	227	14	as	as	SCONJ
ajis02-3835	227	15	our	our	PRON
ajis02-3835	227	16	systematic	systematic	ADJ
ajis02-3835	227	17	literature	literature	NOUN
ajis02-3835	227	18	review	review	NOUN
ajis02-3835	227	19	confirms	confirm	VERB
ajis02-3835	227	20	,	,	PUNCT
ajis02-3835	227	21	are	be	AUX
ajis02-3835	227	22	very	very	ADV
ajis02-3835	227	23	much	much	ADV
ajis02-3835	227	24	needed	need	VERB
ajis02-3835	227	25	.	.	PUNCT
ajis02-3835	228	1	more	more	ADJ
ajis02-3835	228	2	research	research	NOUN
ajis02-3835	228	3	on	on	ADP
ajis02-3835	228	4	context	context	NOUN
ajis02-3835	228	5	-	-	PUNCT
ajis02-3835	228	6	specific	specific	ADJ
ajis02-3835	228	7	ai	ai	NOUN
ajis02-3835	228	8	algorithms	algorithm	NOUN
ajis02-3835	228	9	will	will	AUX
ajis02-3835	228	10	be	be	AUX
ajis02-3835	228	11	beneficial	beneficial	ADJ
ajis02-3835	228	12	.	.	PUNCT
ajis02-3835	229	1	hence	hence	ADV
ajis02-3835	229	2	,	,	PUNCT
ajis02-3835	229	3	the	the	DET
ajis02-3835	229	4	proposed	propose	VERB
ajis02-3835	229	5	framework	framework	NOUN
ajis02-3835	229	6	could	could	AUX
ajis02-3835	229	7	be	be	AUX
ajis02-3835	229	8	further	far	ADV
ajis02-3835	229	9	explored	explore	VERB
ajis02-3835	229	10	in	in	ADP
ajis02-3835	229	11	specific	specific	ADJ
ajis02-3835	229	12	organisational	organisational	ADJ
ajis02-3835	229	13	and	and	CCONJ
ajis02-3835	229	14	societal	societal	ADJ
ajis02-3835	229	15	contexts	contexts	NOUN
ajis02-3835	229	16	.	.	PUNCT
ajis02-3835	230	1	7	7	NUM
ajis02-3835	230	2	concluding	conclude	VERB
ajis02-3835	230	3	remarks	remark	NOUN
ajis02-3835	230	4	and	and	CCONJ
ajis02-3835	230	5	study	study	NOUN
ajis02-3835	230	6	limitations	limitation	NOUN
ajis02-3835	230	7	gender	gender	NOUN
ajis02-3835	230	8	-	-	PUNCT
ajis02-3835	230	9	related	relate	VERB
ajis02-3835	230	10	bias	bias	NOUN
ajis02-3835	230	11	is	be	AUX
ajis02-3835	230	12	of	of	ADP
ajis02-3835	230	13	vital	vital	ADJ
ajis02-3835	230	14	concern	concern	NOUN
ajis02-3835	230	15	in	in	ADP
ajis02-3835	230	16	ai	ai	NOUN
ajis02-3835	230	17	-	-	PUNCT
ajis02-3835	230	18	based	base	VERB
ajis02-3835	230	19	decision	decision	NOUN
ajis02-3835	230	20	-	-	PUNCT
ajis02-3835	230	21	making	make	VERB
ajis02-3835	230	22	systems	system	NOUN
ajis02-3835	230	23	that	that	PRON
ajis02-3835	230	24	are	be	AUX
ajis02-3835	230	25	now	now	ADV
ajis02-3835	230	26	used	use	VERB
ajis02-3835	230	27	in	in	ADP
ajis02-3835	230	28	organisational	organisational	ADJ
ajis02-3835	230	29	and	and	CCONJ
ajis02-3835	230	30	societal	societal	ADJ
ajis02-3835	230	31	contexts	context	NOUN
ajis02-3835	230	32	.	.	PUNCT
ajis02-3835	231	1	therefore	therefore	ADV
ajis02-3835	231	2	,	,	PUNCT
ajis02-3835	231	3	it	it	PRON
ajis02-3835	231	4	is	be	AUX
ajis02-3835	231	5	important	important	ADJ
ajis02-3835	231	6	to	to	PART
ajis02-3835	231	7	unpack	unpack	VERB
ajis02-3835	231	8	the	the	DET
ajis02-3835	231	9	status	status	NOUN
ajis02-3835	231	10	of	of	ADP
ajis02-3835	231	11	gender	gender	NOUN
ajis02-3835	231	12	bias	bias	NOUN
ajis02-3835	231	13	in	in	ADP
ajis02-3835	231	14	ai	ai	NOUN
ajis02-3835	231	15	-	-	PUNCT
ajis02-3835	231	16	based	base	VERB
ajis02-3835	231	17	decision	decision	NOUN
ajis02-3835	231	18	-	-	PUNCT
ajis02-3835	231	19	making	make	VERB
ajis02-3835	231	20	systems	system	NOUN
ajis02-3835	231	21	in	in	ADP
ajis02-3835	231	22	the	the	DET
ajis02-3835	231	23	literature	literature	NOUN
ajis02-3835	231	24	and	and	CCONJ
ajis02-3835	231	25	systematically	systematically	ADV
ajis02-3835	231	26	analyse	analyse	VERB
ajis02-3835	231	27	the	the	DET
ajis02-3835	231	28	findings	finding	NOUN
ajis02-3835	231	29	of	of	ADP
ajis02-3835	231	30	such	such	ADJ
ajis02-3835	231	31	reviews	review	NOUN
ajis02-3835	231	32	for	for	ADP
ajis02-3835	231	33	better	well	ADJ
ajis02-3835	231	34	understanding	understanding	NOUN
ajis02-3835	231	35	and	and	CCONJ
ajis02-3835	231	36	mitigation	mitigation	NOUN
ajis02-3835	231	37	of	of	ADP
ajis02-3835	231	38	possible	possible	ADJ
ajis02-3835	231	39	harmful	harmful	ADJ
ajis02-3835	231	40	effects	effect	NOUN
ajis02-3835	231	41	.	.	PUNCT
ajis02-3835	232	1	this	this	DET
ajis02-3835	232	2	paper	paper	NOUN
ajis02-3835	232	3	has	have	AUX
ajis02-3835	232	4	contributed	contribute	VERB
ajis02-3835	232	5	to	to	ADP
ajis02-3835	232	6	the	the	DET
ajis02-3835	232	7	conversation	conversation	NOUN
ajis02-3835	232	8	on	on	ADP
ajis02-3835	232	9	gender	gender	NOUN
ajis02-3835	232	10	bias	bias	NOUN
ajis02-3835	232	11	in	in	ADP
ajis02-3835	232	12	ai	ai	NOUN
ajis02-3835	232	13	-	-	PUNCT
ajis02-3835	232	14	based	base	VERB
ajis02-3835	232	15	decision	decision	NOUN
ajis02-3835	232	16	-	-	PUNCT
ajis02-3835	232	17	making	make	VERB
ajis02-3835	232	18	systems	system	NOUN
ajis02-3835	232	19	by	by	ADP
ajis02-3835	232	20	identifying	identify	VERB
ajis02-3835	232	21	and	and	CCONJ
ajis02-3835	232	22	investigating	investigate	VERB
ajis02-3835	232	23	reported	report	VERB
ajis02-3835	232	24	design	design	NOUN
ajis02-3835	232	25	and	and	CCONJ
ajis02-3835	232	26	implementation	implementation	NOUN
ajis02-3835	232	27	,	,	PUNCT
ajis02-3835	232	28	institutional	institutional	ADJ
ajis02-3835	232	29	australasian	australasian	ADJ
ajis02-3835	232	30	journal	journal	NOUN
ajis02-3835	232	31	of	of	ADP
ajis02-3835	232	32	information	information	NOUN
ajis02-3835	232	33	systems	system	NOUN
ajis02-3835	232	34	nadeem	nadeem	PROPN
ajis02-3835	232	35	,	,	PUNCT
ajis02-3835	232	36	marjanovic	marjanovic	PROPN
ajis02-3835	232	37	&	&	CCONJ
ajis02-3835	232	38	abedin	abedin	PROPN
ajis02-3835	232	39	2022	2022	NUM
ajis02-3835	232	40	,	,	PUNCT
ajis02-3835	232	41	vol	vol	NOUN
ajis02-3835	232	42	26	26	NUM
ajis02-3835	232	43	,	,	PUNCT
ajis02-3835	232	44	selected	select	VERB
ajis02-3835	232	45	papers	paper	NOUN
ajis02-3835	232	46	from	from	ADP
ajis02-3835	232	47	acis	acis	PROPN
ajis02-3835	232	48	2020	2020	NUM
ajis02-3835	232	49	gender	gender	NOUN
ajis02-3835	232	50	bias	bias	NOUN
ajis02-3835	232	51	in	in	ADP
ajis02-3835	232	52	ai	ai	PROPN
ajis02-3835	232	53	16	16	NUM
ajis02-3835	232	54	and	and	CCONJ
ajis02-3835	232	55	societal	societal	ADJ
ajis02-3835	232	56	approaches	approach	NOUN
ajis02-3835	232	57	to	to	ADP
ajis02-3835	232	58	potentially	potentially	ADV
ajis02-3835	232	59	mitigating	mitigate	VERB
ajis02-3835	232	60	gender	gender	NOUN
ajis02-3835	232	61	bias	bias	NOUN
ajis02-3835	232	62	in	in	ADP
ajis02-3835	232	63	ai	ai	NOUN
ajis02-3835	232	64	-	-	PUNCT
ajis02-3835	232	65	based	base	VERB
ajis02-3835	232	66	decision	decision	NOUN
ajis02-3835	232	67	-	-	PUNCT
ajis02-3835	232	68	making	make	VERB
ajis02-3835	232	69	systems	system	NOUN
ajis02-3835	232	70	.	.	PUNCT
ajis02-3835	233	1	we	we	PRON
ajis02-3835	233	2	conceptualise	conceptualise	VERB
ajis02-3835	233	3	gender	gender	NOUN
ajis02-3835	233	4	bias	bias	NOUN
ajis02-3835	233	5	in	in	ADP
ajis02-3835	233	6	ai	ai	NOUN
ajis02-3835	233	7	-	-	PUNCT
ajis02-3835	233	8	based	base	VERB
ajis02-3835	233	9	decision	decision	NOUN
ajis02-3835	233	10	-	-	PUNCT
ajis02-3835	233	11	making	make	VERB
ajis02-3835	233	12	systems	system	NOUN
ajis02-3835	233	13	as	as	ADP
ajis02-3835	233	14	a	a	DET
ajis02-3835	233	15	socio	socio	NOUN
ajis02-3835	233	16	-	-	PUNCT
ajis02-3835	233	17	technical	technical	ADJ
ajis02-3835	233	18	problem	problem	NOUN
ajis02-3835	233	19	that	that	PRON
ajis02-3835	233	20	affects	affect	VERB
ajis02-3835	233	21	a	a	DET
ajis02-3835	233	22	variety	variety	NOUN
ajis02-3835	233	23	of	of	ADP
ajis02-3835	233	24	stakeholders	stakeholder	NOUN
ajis02-3835	233	25	,	,	PUNCT
ajis02-3835	233	26	including	include	VERB
ajis02-3835	233	27	the	the	DET
ajis02-3835	233	28	workforce	workforce	NOUN
ajis02-3835	233	29	,	,	PUNCT
ajis02-3835	233	30	and	and	CCONJ
ajis02-3835	233	31	society	society	NOUN
ajis02-3835	233	32	in	in	ADP
ajis02-3835	233	33	general	general	ADJ
ajis02-3835	233	34	.	.	PUNCT
ajis02-3835	234	1	we	we	PRON
ajis02-3835	234	2	identify	identify	VERB
ajis02-3835	234	3	some	some	DET
ajis02-3835	234	4	key	key	ADJ
ajis02-3835	234	5	characteristics	characteristic	NOUN
ajis02-3835	234	6	that	that	PRON
ajis02-3835	234	7	manifest	manifest	VERB
ajis02-3835	234	8	gender	gender	NOUN
ajis02-3835	234	9	bias	bias	NOUN
ajis02-3835	234	10	in	in	ADP
ajis02-3835	234	11	ai	ai	NOUN
ajis02-3835	234	12	-	-	PUNCT
ajis02-3835	234	13	based	base	VERB
ajis02-3835	234	14	decision	decision	NOUN
ajis02-3835	234	15	-	-	PUNCT
ajis02-3835	234	16	making	make	VERB
ajis02-3835	234	17	systems	system	NOUN
ajis02-3835	234	18	along	along	ADP
ajis02-3835	234	19	with	with	ADP
ajis02-3835	234	20	the	the	DET
ajis02-3835	234	21	associated	associated	ADJ
ajis02-3835	234	22	contributing	contribute	VERB
ajis02-3835	234	23	factors	factor	NOUN
ajis02-3835	234	24	and	and	CCONJ
ajis02-3835	234	25	possible	possible	ADJ
ajis02-3835	234	26	approaches	approach	NOUN
ajis02-3835	234	27	for	for	ADP
ajis02-3835	234	28	potential	potential	ADJ
ajis02-3835	234	29	mitigation	mitigation	NOUN
ajis02-3835	234	30	that	that	PRON
ajis02-3835	234	31	we	we	PRON
ajis02-3835	234	32	developed	develop	VERB
ajis02-3835	234	33	based	base	VERB
ajis02-3835	234	34	on	on	ADP
ajis02-3835	234	35	the	the	DET
ajis02-3835	234	36	existing	exist	VERB
ajis02-3835	234	37	literature	literature	NOUN
ajis02-3835	234	38	and	and	CCONJ
ajis02-3835	234	39	timely	timely	ADJ
ajis02-3835	234	40	industry	industry	NOUN
ajis02-3835	234	41	examples	example	NOUN
ajis02-3835	234	42	.	.	PUNCT
ajis02-3835	235	1	hence	hence	ADV
ajis02-3835	235	2	,	,	PUNCT
ajis02-3835	235	3	a	a	DET
ajis02-3835	235	4	framework	framework	NOUN
ajis02-3835	235	5	is	be	AUX
ajis02-3835	235	6	proposed	propose	VERB
ajis02-3835	235	7	to	to	PART
ajis02-3835	235	8	guide	guide	VERB
ajis02-3835	235	9	ai	ai	VERB
ajis02-3835	235	10	designers	designer	NOUN
ajis02-3835	235	11	,	,	PUNCT
ajis02-3835	235	12	developers	developer	NOUN
ajis02-3835	235	13	,	,	PUNCT
ajis02-3835	235	14	and	and	CCONJ
ajis02-3835	235	15	other	other	ADJ
ajis02-3835	235	16	stakeholders	stakeholder	NOUN
ajis02-3835	235	17	to	to	PART
ajis02-3835	235	18	ensure	ensure	VERB
ajis02-3835	235	19	the	the	DET
ajis02-3835	235	20	management	management	NOUN
ajis02-3835	235	21	of	of	ADP
ajis02-3835	235	22	ai	ai	NOUN
ajis02-3835	235	23	by	by	ADP
ajis02-3835	235	24	mitigating	mitigate	VERB
ajis02-3835	235	25	gender	gender	NOUN
ajis02-3835	235	26	bias	bias	NOUN
ajis02-3835	235	27	in	in	ADP
ajis02-3835	235	28	ai	ai	NOUN
ajis02-3835	235	29	-	-	PUNCT
ajis02-3835	235	30	based	base	VERB
ajis02-3835	235	31	decision	decision	NOUN
ajis02-3835	235	32	-	-	PUNCT
ajis02-3835	235	33	making	make	VERB
ajis02-3835	235	34	systems	system	NOUN
ajis02-3835	235	35	.	.	PUNCT
ajis02-3835	236	1	our	our	PRON
ajis02-3835	236	2	research	research	NOUN
ajis02-3835	236	3	findings	finding	NOUN
ajis02-3835	236	4	also	also	ADV
ajis02-3835	236	5	suggest	suggest	VERB
ajis02-3835	236	6	that	that	SCONJ
ajis02-3835	236	7	organisations	organisation	NOUN
ajis02-3835	236	8	need	need	VERB
ajis02-3835	236	9	to	to	PART
ajis02-3835	236	10	be	be	AUX
ajis02-3835	236	11	actively	actively	ADV
ajis02-3835	236	12	engaged	engage	VERB
ajis02-3835	236	13	in	in	ADP
ajis02-3835	236	14	the	the	DET
ajis02-3835	236	15	implementation	implementation	NOUN
ajis02-3835	236	16	of	of	ADP
ajis02-3835	236	17	ethical	ethical	ADJ
ajis02-3835	236	18	and	and	CCONJ
ajis02-3835	236	19	fair	fair	ADJ
ajis02-3835	236	20	ai	ai	VERB
ajis02-3835	236	21	outcomes	outcome	NOUN
ajis02-3835	236	22	.	.	PUNCT
ajis02-3835	237	1	in	in	ADP
ajis02-3835	237	2	particular	particular	ADJ
ajis02-3835	237	3	,	,	PUNCT
ajis02-3835	237	4	our	our	PRON
ajis02-3835	237	5	findings	finding	NOUN
ajis02-3835	237	6	highlight	highlight	VERB
ajis02-3835	237	7	strategies	strategy	NOUN
ajis02-3835	237	8	related	relate	VERB
ajis02-3835	237	9	to	to	ADP
ajis02-3835	237	10	workplace	workplace	NOUN
ajis02-3835	237	11	diversity	diversity	NOUN
ajis02-3835	237	12	,	,	PUNCT
ajis02-3835	237	13	further	further	ADJ
ajis02-3835	237	14	education	education	NOUN
ajis02-3835	237	15	on	on	ADP
ajis02-3835	237	16	ethical	ethical	ADJ
ajis02-3835	237	17	and	and	CCONJ
ajis02-3835	237	18	fair	fair	ADJ
ajis02-3835	237	19	ai	ai	VERB
ajis02-3835	237	20	as	as	ADV
ajis02-3835	237	21	well	well	ADV
ajis02-3835	237	22	as	as	ADP
ajis02-3835	237	23	improved	improve	VERB
ajis02-3835	237	24	transparency	transparency	NOUN
ajis02-3835	237	25	and	and	CCONJ
ajis02-3835	237	26	accountability	accountability	NOUN
ajis02-3835	237	27	in	in	ADP
ajis02-3835	237	28	algorithmics	algorithmic	NOUN
ajis02-3835	237	29	.	.	PUNCT
ajis02-3835	238	1	in	in	ADP
ajis02-3835	238	2	addition	addition	NOUN
ajis02-3835	238	3	,	,	PUNCT
ajis02-3835	238	4	training	training	NOUN
ajis02-3835	238	5	and	and	CCONJ
ajis02-3835	238	6	certification	certification	NOUN
ajis02-3835	238	7	on	on	ADP
ajis02-3835	238	8	ethical	ethical	ADJ
ajis02-3835	238	9	and	and	CCONJ
ajis02-3835	238	10	fair	fair	ADJ
ajis02-3835	238	11	ai	ai	NOUN
ajis02-3835	238	12	should	should	AUX
ajis02-3835	238	13	be	be	AUX
ajis02-3835	238	14	considered	consider	VERB
ajis02-3835	238	15	for	for	ADP
ajis02-3835	238	16	new	new	ADJ
ajis02-3835	238	17	employees	employee	NOUN
ajis02-3835	238	18	and	and	CCONJ
ajis02-3835	238	19	reinforced	reinforce	VERB
ajis02-3835	238	20	periodically	periodically	ADV
ajis02-3835	238	21	.	.	PUNCT
ajis02-3835	239	1	moreover	moreover	ADV
ajis02-3835	239	2	,	,	PUNCT
ajis02-3835	239	3	organisations	organisation	NOUN
ajis02-3835	239	4	should	should	AUX
ajis02-3835	239	5	have	have	AUX
ajis02-3835	239	6	ai	ai	VERB
ajis02-3835	239	7	governance	governance	NOUN
ajis02-3835	239	8	strategies	strategy	NOUN
ajis02-3835	239	9	in	in	ADP
ajis02-3835	239	10	place	place	NOUN
ajis02-3835	239	11	,	,	PUNCT
ajis02-3835	239	12	which	which	PRON
ajis02-3835	239	13	should	should	AUX
ajis02-3835	239	14	support	support	VERB
ajis02-3835	239	15	the	the	DET
ajis02-3835	239	16	prevention	prevention	NOUN
ajis02-3835	239	17	,	,	PUNCT
ajis02-3835	239	18	detection	detection	NOUN
ajis02-3835	239	19	,	,	PUNCT
ajis02-3835	239	20	and	and	CCONJ
ajis02-3835	239	21	mitigation	mitigation	NOUN
ajis02-3835	239	22	of	of	ADP
ajis02-3835	239	23	gender	gender	NOUN
ajis02-3835	239	24	bias	bias	NOUN
ajis02-3835	239	25	in	in	ADP
ajis02-3835	239	26	their	their	PRON
ajis02-3835	239	27	ai	ai	NOUN
ajis02-3835	239	28	-	-	PUNCT
ajis02-3835	239	29	based	base	VERB
ajis02-3835	239	30	decision	decision	NOUN
ajis02-3835	239	31	-	-	PUNCT
ajis02-3835	239	32	making	make	VERB
ajis02-3835	239	33	systems	system	NOUN
ajis02-3835	239	34	.	.	PUNCT
ajis02-3835	240	1	we	we	PRON
ajis02-3835	240	2	recognise	recognise	VERB
ajis02-3835	240	3	that	that	SCONJ
ajis02-3835	240	4	our	our	PRON
ajis02-3835	240	5	study	study	NOUN
ajis02-3835	240	6	has	have	VERB
ajis02-3835	240	7	several	several	ADJ
ajis02-3835	240	8	limitations	limitation	NOUN
ajis02-3835	240	9	.	.	PUNCT
ajis02-3835	241	1	first	first	ADV
ajis02-3835	241	2	,	,	PUNCT
ajis02-3835	241	3	different	different	ADJ
ajis02-3835	241	4	keywords	keyword	NOUN
ajis02-3835	241	5	are	be	AUX
ajis02-3835	241	6	likely	likely	ADJ
ajis02-3835	241	7	to	to	PART
ajis02-3835	241	8	result	result	VERB
ajis02-3835	241	9	in	in	ADP
ajis02-3835	241	10	a	a	DET
ajis02-3835	241	11	different	different	ADJ
ajis02-3835	241	12	pool	pool	NOUN
ajis02-3835	241	13	of	of	ADP
ajis02-3835	241	14	related	related	ADJ
ajis02-3835	241	15	research	research	NOUN
ajis02-3835	241	16	work	work	NOUN
ajis02-3835	241	17	.	.	PUNCT
ajis02-3835	242	1	moreover	moreover	ADV
ajis02-3835	242	2	,	,	PUNCT
ajis02-3835	242	3	a	a	DET
ajis02-3835	242	4	systematic	systematic	ADJ
ajis02-3835	242	5	literature	literature	NOUN
ajis02-3835	242	6	review	review	NOUN
ajis02-3835	242	7	of	of	ADP
ajis02-3835	242	8	a	a	DET
ajis02-3835	242	9	wider	wide	ADJ
ajis02-3835	242	10	group	group	NOUN
ajis02-3835	242	11	of	of	ADP
ajis02-3835	242	12	is	is	NOUN
ajis02-3835	242	13	and	and	CCONJ
ajis02-3835	242	14	other	other	ADJ
ajis02-3835	242	15	journals	journal	NOUN
ajis02-3835	242	16	,	,	PUNCT
ajis02-3835	242	17	along	along	ADP
ajis02-3835	242	18	with	with	ADP
ajis02-3835	242	19	more	more	ADJ
ajis02-3835	242	20	databases	database	NOUN
ajis02-3835	242	21	such	such	ADJ
ajis02-3835	242	22	as	as	ADP
ajis02-3835	242	23	the	the	DET
ajis02-3835	242	24	isi	isi	PROPN
ajis02-3835	242	25	web	web	NOUN
ajis02-3835	242	26	of	of	ADP
ajis02-3835	242	27	science	science	NOUN
ajis02-3835	242	28	could	could	AUX
ajis02-3835	242	29	be	be	AUX
ajis02-3835	242	30	used	use	VERB
ajis02-3835	242	31	to	to	PART
ajis02-3835	242	32	obtain	obtain	VERB
ajis02-3835	242	33	more	more	ADV
ajis02-3835	242	34	detailed	detailed	ADJ
ajis02-3835	242	35	results	result	NOUN
ajis02-3835	242	36	.	.	PUNCT
ajis02-3835	243	1	finally	finally	ADV
ajis02-3835	243	2	,	,	PUNCT
ajis02-3835	243	3	as	as	SCONJ
ajis02-3835	243	4	stated	state	VERB
ajis02-3835	243	5	earlier	early	ADV
ajis02-3835	243	6	,	,	PUNCT
ajis02-3835	243	7	we	we	PRON
ajis02-3835	243	8	also	also	ADV
ajis02-3835	243	9	acknowledge	acknowledge	VERB
ajis02-3835	243	10	the	the	DET
ajis02-3835	243	11	need	need	NOUN
ajis02-3835	243	12	for	for	ADP
ajis02-3835	243	13	the	the	DET
ajis02-3835	243	14	empirical	empirical	ADJ
ajis02-3835	243	15	validation	validation	NOUN
ajis02-3835	243	16	of	of	ADP
ajis02-3835	243	17	the	the	DET
ajis02-3835	243	18	proposed	propose	VERB
ajis02-3835	243	19	framework	framework	NOUN
ajis02-3835	243	20	and	and	CCONJ
ajis02-3835	243	21	propositions	proposition	NOUN
ajis02-3835	243	22	.	.	PUNCT
ajis02-3835	244	1	our	our	PRON
ajis02-3835	244	2	current	current	ADJ
ajis02-3835	244	3	work	work	NOUN
ajis02-3835	244	4	includes	include	VERB
ajis02-3835	244	5	such	such	ADJ
ajis02-3835	244	6	empirical	empirical	ADJ
ajis02-3835	244	7	research	research	NOUN
ajis02-3835	244	8	including	include	VERB
ajis02-3835	244	9	expert	expert	NOUN
ajis02-3835	244	10	interviews	interview	NOUN
ajis02-3835	244	11	and	and	CCONJ
ajis02-3835	244	12	case	case	NOUN
ajis02-3835	244	13	studies	study	NOUN
ajis02-3835	244	14	.	.	PUNCT
ajis02-3835	245	1	references	reference	NOUN
ajis02-3835	245	2	agarwal	agarwal	PROPN
ajis02-3835	245	3	,	,	PUNCT
ajis02-3835	245	4	p.	p.	NOUN
ajis02-3835	245	5	(	(	PUNCT
ajis02-3835	245	6	2020	2020	NUM
ajis02-3835	245	7	)	)	PUNCT
ajis02-3835	245	8	.	.	PUNCT
ajis02-3835	246	1	gender	gender	NOUN
ajis02-3835	246	2	bias	bias	NOUN
ajis02-3835	246	3	in	in	ADP
ajis02-3835	246	4	stem	stem	NOUN
ajis02-3835	246	5	:	:	PUNCT
ajis02-3835	246	6	women	woman	NOUN
ajis02-3835	246	7	in	in	ADP
ajis02-3835	246	8	tech	tech	NOUN
ajis02-3835	246	9	still	still	ADV
ajis02-3835	246	10	facing	face	VERB
ajis02-3835	246	11	discrimination	discrimination	NOUN
ajis02-3835	246	12	.	.	PUNCT
ajis02-3835	247	1	forbes	forbes	PROPN
ajis02-3835	247	2	.	.	PROPN
ajis02-3835	247	3	retrieved	retrieve	VERB
ajis02-3835	247	4	from	from	ADP
ajis02-3835	247	5	https://www.forbes.com/sites/pragyaagarwaleurope/2020/03/04/gender-bias-in-stemwomen-in-tech-report-facing-discrimination/?sh=72c9e78670fb	https://www.forbes.com/sites/pragyaagarwaleurope/2020/03/04/gender-bias-in-stemwomen-in-tech-report-facing-discrimination/?sh=72c9e78670fb	NOUN
ajis02-3835	247	6	ahn	ahn	PROPN
ajis02-3835	247	7	,	,	PUNCT
ajis02-3835	247	8	y.	y.	PROPN
ajis02-3835	247	9	,	,	PUNCT
ajis02-3835	247	10	lin	lin	PROPN
ajis02-3835	247	11	,	,	PUNCT
ajis02-3835	247	12	y.r	y.r	PROPN
ajis02-3835	247	13	.	.	PROPN
ajis02-3835	247	14	(	(	PUNCT
ajis02-3835	247	15	2020	2020	NUM
ajis02-3835	247	16	)	)	PUNCT
ajis02-3835	247	17	.	.	PUNCT
ajis02-3835	248	1	fair	fair	ADJ
ajis02-3835	248	2	sight	sight	NOUN
ajis02-3835	248	3	:	:	PUNCT
ajis02-3835	248	4	visual	visual	ADJ
ajis02-3835	248	5	analytics	analytic	NOUN
ajis02-3835	248	6	for	for	ADP
ajis02-3835	248	7	fairness	fairness	NOUN
ajis02-3835	248	8	in	in	ADP
ajis02-3835	248	9	decision	decision	NOUN
ajis02-3835	248	10	making	making	NOUN
ajis02-3835	248	11	.	.	PUNCT
ajis02-3835	249	1	ieee	ieee	NOUN
ajis02-3835	249	2	transactions	transaction	NOUN
ajis02-3835	249	3	on	on	ADP
ajis02-3835	249	4	visualization	visualization	NOUN
ajis02-3835	249	5	and	and	CCONJ
ajis02-3835	249	6	computer	computer	NOUN
ajis02-3835	249	7	graphics	graphic	NOUN
ajis02-3835	249	8	,	,	PUNCT
ajis02-3835	249	9	26	26	NUM
ajis02-3835	249	10	(	(	PUNCT
ajis02-3835	249	11	1	1	NUM
ajis02-3835	249	12	)	)	PUNCT
ajis02-3835	249	13	.	.	PUNCT
ajis02-3835	250	1	doi	doi	NOUN
ajis02-3835	250	2	:	:	PUNCT
ajis02-3835	250	3	https://	https://	PROPN
ajis02-3835	250	4	doi.org/10.1109/tvcg.2019.2934262	doi.org/10.1109/tvcg.2019.2934262	PROPN
ajis02-3835	250	5	altman	altman	PROPN
ajis02-3835	250	6	,	,	PUNCT
ajis02-3835	250	7	m.	m.	NOUN
ajis02-3835	250	8	,	,	PUNCT
ajis02-3835	250	9	wood	wood	NOUN
ajis02-3835	250	10	,	,	PUNCT
ajis02-3835	250	11	a.	a.	NOUN
ajis02-3835	250	12	,	,	PUNCT
ajis02-3835	250	13	vayena	vayena	NOUN
ajis02-3835	250	14	,	,	PUNCT
ajis02-3835	250	15	e.	e.	PROPN
ajis02-3835	250	16	(	(	PUNCT
ajis02-3835	250	17	2018	2018	NUM
ajis02-3835	250	18	)	)	PUNCT
ajis02-3835	250	19	.	.	PUNCT
ajis02-3835	251	1	a	a	DET
ajis02-3835	251	2	harm	harm	NOUN
ajis02-3835	251	3	-	-	PUNCT
ajis02-3835	251	4	reduction	reduction	NOUN
ajis02-3835	251	5	framework	framework	NOUN
ajis02-3835	251	6	for	for	ADP
ajis02-3835	251	7	algorithmic	algorithmic	ADJ
ajis02-3835	251	8	fairness	fairness	NOUN
ajis02-3835	251	9	.	.	PUNCT
ajis02-3835	252	1	ieee	ieee	PROPN
ajis02-3835	252	2	security	security	PROPN
ajis02-3835	252	3	&	&	CCONJ
ajis02-3835	252	4	privacy	privacy	PROPN
ajis02-3835	252	5	,	,	PUNCT
ajis02-3835	252	6	16(3	16(3	PROPN
ajis02-3835	252	7	)	)	PUNCT
ajis02-3835	252	8	,	,	PUNCT
ajis02-3835	252	9	34	34	NUM
ajis02-3835	252	10	-	-	SYM
ajis02-3835	252	11	45	45	NUM
ajis02-3835	252	12	.	.	PUNCT
ajis02-3835	253	1	arrieta	arrieta	PROPN
ajis02-3835	253	2	,	,	PUNCT
ajis02-3835	253	3	a.	a.	PROPN
ajis02-3835	253	4	b.	b.	PROPN
ajis02-3835	253	5	,	,	PUNCT
ajis02-3835	253	6	diaz	diaz	PROPN
ajis02-3835	253	7	–	–	PUNCT
ajis02-3835	253	8	rodriguez	rodriguez	NOUN
ajis02-3835	253	9	,	,	PUNCT
ajis02-3835	253	10	n.	n.	NOUN
ajis02-3835	253	11	,	,	PUNCT
ajis02-3835	253	12	ser	ser	PROPN
ajis02-3835	253	13	,	,	PUNCT
ajis02-3835	253	14	j.	j.	PROPN
ajis02-3835	253	15	d.	d.	PROPN
ajis02-3835	253	16	,	,	PUNCT
ajis02-3835	253	17	bennetot	bennetot	PROPN
ajis02-3835	253	18	,	,	PUNCT
ajis02-3835	253	19	a.	a.	NOUN
ajis02-3835	253	20	,	,	PUNCT
ajis02-3835	253	21	tabik	tabik	PROPN
ajis02-3835	253	22	,	,	PUNCT
ajis02-3835	253	23	s.	s.	PROPN
ajis02-3835	253	24	,	,	PUNCT
ajis02-3835	253	25	barbado	barbado	PROPN
ajis02-3835	253	26	,	,	PUNCT
ajis02-3835	253	27	a.	a.	PROPN
ajis02-3835	253	28	,	,	PUNCT
ajis02-3835	253	29	garcia	garcia	PROPN
ajis02-3835	253	30	,	,	PUNCT
ajis02-3835	253	31	s.	s.	PROPN
ajis02-3835	253	32	,	,	PUNCT
ajis02-3835	253	33	gillopez	gillopez	PROPN
ajis02-3835	253	34	,	,	PUNCT
ajis02-3835	253	35	s.	s.	PROPN
ajis02-3835	253	36	,	,	PUNCT
ajis02-3835	253	37	molina	molina	PROPN
ajis02-3835	253	38	,	,	PUNCT
ajis02-3835	253	39	d.	d.	PROPN
ajis02-3835	253	40	,	,	PUNCT
ajis02-3835	253	41	benjamins	benjamins	PROPN
ajis02-3835	253	42	,	,	PUNCT
ajis02-3835	253	43	r.	r.	PROPN
ajis02-3835	253	44	,	,	PUNCT
ajis02-3835	253	45	chatila	chatila	PROPN
ajis02-3835	253	46	,	,	PUNCT
ajis02-3835	253	47	r.	r.	PROPN
ajis02-3835	253	48	,	,	PUNCT
ajis02-3835	253	49	herrera	herrera	NOUN
ajis02-3835	253	50	,	,	PUNCT
ajis02-3835	253	51	f.	f.	PROPN
ajis02-3835	253	52	(	(	PUNCT
ajis02-3835	253	53	2020	2020	NUM
ajis02-3835	253	54	)	)	PUNCT
ajis02-3835	253	55	.	.	PUNCT
ajis02-3835	254	1	explainable	explainable	ADJ
ajis02-3835	254	2	artificial	artificial	ADJ
ajis02-3835	254	3	intelligence	intelligence	NOUN
ajis02-3835	254	4	(	(	PUNCT
ajis02-3835	254	5	xai	xai	PROPN
ajis02-3835	254	6	):	):	PUNCT
ajis02-3835	254	7	concepts	concept	NOUN
ajis02-3835	254	8	,	,	PUNCT
ajis02-3835	254	9	taxonomies	taxonomy	NOUN
ajis02-3835	254	10	,	,	PUNCT
ajis02-3835	254	11	opportunities	opportunity	NOUN
ajis02-3835	254	12	,	,	PUNCT
ajis02-3835	254	13	and	and	CCONJ
ajis02-3835	254	14	challenges	challenge	NOUN
ajis02-3835	254	15	towards	towards	ADP
ajis02-3835	254	16	responsible	responsible	ADJ
ajis02-3835	254	17	ai	ai	NOUN
ajis02-3835	254	18	.	.	PUNCT
ajis02-3835	254	19	information	information	NOUN
ajis02-3835	254	20	fusion	fusion	NOUN
ajis02-3835	254	21	,	,	PUNCT
ajis02-3835	254	22	58	58	NUM
ajis02-3835	254	23	,	,	PUNCT
ajis02-3835	254	24	82	82	NUM
ajis02-3835	254	25	-	-	SYM
ajis02-3835	254	26	115	115	NUM
ajis02-3835	254	27	.	.	PUNCT
ajis02-3835	255	1	bandara	bandara	PROPN
ajis02-3835	255	2	,	,	PUNCT
ajis02-3835	255	3	w.	w.	PROPN
ajis02-3835	255	4	,	,	PUNCT
ajis02-3835	255	5	miskon	miskon	PROPN
ajis02-3835	255	6	,	,	PUNCT
ajis02-3835	255	7	s.	s.	PROPN
ajis02-3835	255	8	,	,	PUNCT
ajis02-3835	255	9	fielt	fielt	PROPN
ajis02-3835	255	10	,	,	PUNCT
ajis02-3835	255	11	e.	e.	PROPN
ajis02-3835	255	12	(	(	PUNCT
ajis02-3835	255	13	2011	2011	NUM
ajis02-3835	255	14	)	)	PUNCT
ajis02-3835	255	15	.	.	PUNCT
ajis02-3835	256	1	a	a	DET
ajis02-3835	256	2	systematic	systematic	ADJ
ajis02-3835	256	3	,	,	PUNCT
ajis02-3835	256	4	tool	tool	NOUN
ajis02-3835	256	5	-	-	PUNCT
ajis02-3835	256	6	supported	support	VERB
ajis02-3835	256	7	method	method	NOUN
ajis02-3835	256	8	for	for	ADP
ajis02-3835	256	9	conducting	conduct	VERB
ajis02-3835	256	10	literature	literature	NOUN
ajis02-3835	256	11	reviews	review	NOUN
ajis02-3835	256	12	in	in	ADP
ajis02-3835	256	13	information	information	NOUN
ajis02-3835	256	14	systems	system	NOUN
ajis02-3835	256	15	.	.	PUNCT
ajis02-3835	257	1	in	in	ADP
ajis02-3835	257	2	proceedings	proceeding	NOUN
ajis02-3835	257	3	of	of	ADP
ajis02-3835	257	4	the	the	DET
ajis02-3835	257	5	19th	19th	ADJ
ajis02-3835	257	6	european	european	ADJ
ajis02-3835	257	7	conference	conference	NOUN
ajis02-3835	257	8	on	on	ADP
ajis02-3835	257	9	information	information	NOUN
ajis02-3835	257	10	systems	system	NOUN
ajis02-3835	257	11	,	,	PUNCT
ajis02-3835	257	12	helsinki	helsinki	PROPN
ajis02-3835	257	13	,	,	PUNCT
ajis02-3835	257	14	finland	finland	PROPN
ajis02-3835	257	15	.	.	PUNCT
ajis02-3835	258	1	https://aisel.aisnet.org/ecis2011/221	https://aisel.aisnet.org/ecis2011/221	PROPN
ajis02-3835	258	2	australasian	australasian	ADJ
ajis02-3835	258	3	journal	journal	NOUN
ajis02-3835	258	4	of	of	ADP
ajis02-3835	258	5	information	information	NOUN
ajis02-3835	258	6	systems	system	NOUN
ajis02-3835	258	7	nadeem	nadeem	PROPN
ajis02-3835	258	8	,	,	PUNCT
ajis02-3835	258	9	marjanovic	marjanovic	PROPN
ajis02-3835	258	10	&	&	CCONJ
ajis02-3835	258	11	abedin	abedin	PROPN
ajis02-3835	258	12	2022	2022	NUM
ajis02-3835	258	13	,	,	PUNCT
ajis02-3835	258	14	vol	vol	NOUN
ajis02-3835	258	15	26	26	NUM
ajis02-3835	258	16	,	,	PUNCT
ajis02-3835	258	17	selected	select	VERB
ajis02-3835	258	18	papers	paper	NOUN
ajis02-3835	258	19	from	from	ADP
ajis02-3835	258	20	acis	acis	PROPN
ajis02-3835	258	21	2020	2020	NUM
ajis02-3835	258	22	gender	gender	NOUN
ajis02-3835	258	23	bias	bias	NOUN
ajis02-3835	258	24	in	in	ADP
ajis02-3835	258	25	ai	ai	PROPN
ajis02-3835	258	26	17	17	NUM
ajis02-3835	258	27	baskerville	baskerville	PROPN
ajis02-3835	258	28	,	,	PUNCT
ajis02-3835	258	29	r.	r.	PROPN
ajis02-3835	258	30	l.	l.	PROPN
ajis02-3835	258	31	,	,	PUNCT
ajis02-3835	258	32	myers	myers	PROPN
ajis02-3835	258	33	,	,	PUNCT
ajis02-3835	258	34	m.	m.	PROPN
ajis02-3835	258	35	d.	d.	PROPN
ajis02-3835	258	36	,	,	PUNCT
ajis02-3835	258	37	&	&	CCONJ
ajis02-3835	258	38	yoo	yoo	PROPN
ajis02-3835	258	39	,	,	PUNCT
ajis02-3835	258	40	y.	y.	PROPN
ajis02-3835	258	41	(	(	PUNCT
ajis02-3835	258	42	2020	2020	NUM
ajis02-3835	258	43	)	)	PUNCT
ajis02-3835	258	44	.	.	PUNCT
ajis02-3835	259	1	digital	digital	PROPN
ajis02-3835	259	2	first	first	ADV
ajis02-3835	259	3	:	:	PUNCT
ajis02-3835	259	4	the	the	DET
ajis02-3835	259	5	ontological	ontological	ADJ
ajis02-3835	259	6	reversal	reversal	NOUN
ajis02-3835	259	7	and	and	CCONJ
ajis02-3835	259	8	new	new	ADJ
ajis02-3835	259	9	challenges	challenge	NOUN
ajis02-3835	259	10	for	for	ADP
ajis02-3835	259	11	is	be	AUX
ajis02-3835	259	12	.	.	PUNCT
ajis02-3835	259	13	mis	mis	PROPN
ajis02-3835	259	14	quarterly	quarterly	PROPN
ajis02-3835	259	15	,	,	PUNCT
ajis02-3835	259	16	44(2	44(2	NOUN
ajis02-3835	259	17	)	)	PUNCT
ajis02-3835	259	18	,	,	PUNCT
ajis02-3835	260	1	509	509	NUM
ajis02-3835	260	2	-523	-523	PROPN
ajis02-3835	260	3	.	.	PUNCT
ajis02-3835	260	4	doi	doi	PROPN
ajis02-3835	260	5	:	:	PUNCT
ajis02-3835	260	6	10.25300	10.25300	NUM
ajis02-3835	260	7	/	/	SYM
ajis02-3835	260	8	misq/2020/14418	misq/2020/14418	PROPN
ajis02-3835	260	9	bellamy	bellamy	PROPN
ajis02-3835	260	10	,	,	PUNCT
ajis02-3835	260	11	r.	r.	PROPN
ajis02-3835	260	12	k.	k.	PROPN
ajis02-3835	260	13	e.	e.	PROPN
ajis02-3835	260	14	,	,	PUNCT
ajis02-3835	260	15	dey	dey	PROPN
ajis02-3835	260	16	,	,	PUNCT
ajis02-3835	260	17	k.	k.	NOUN
ajis02-3835	260	18	,	,	PUNCT
ajis02-3835	260	19	hind	hind	NOUN
ajis02-3835	260	20	,	,	PUNCT
ajis02-3835	260	21	m.	m.	NOUN
ajis02-3835	260	22	,	,	PUNCT
ajis02-3835	260	23	hoffman	hoffman	PROPN
ajis02-3835	260	24	,	,	PUNCT
ajis02-3835	260	25	s.	s.	PROPN
ajis02-3835	260	26	c.	c.	PROPN
ajis02-3835	260	27	,	,	PUNCT
ajis02-3835	260	28	houde	houde	PROPN
ajis02-3835	260	29	,	,	PUNCT
ajis02-3835	260	30	s.	s.	PROPN
ajis02-3835	260	31	,	,	PUNCT
ajis02-3835	260	32	kannan	kannan	PROPN
ajis02-3835	260	33	,	,	PUNCT
ajis02-3835	260	34	k.	k.	PROPN
ajis02-3835	260	35	,	,	PUNCT
ajis02-3835	260	36	lohia	lohia	PROPN
ajis02-3835	260	37	,	,	PUNCT
ajis02-3835	260	38	p.	p.	PROPN
ajis02-3835	260	39	,	,	PUNCT
ajis02-3835	260	40	martino	martino	PROPN
ajis02-3835	260	41	,	,	PUNCT
ajis02-3835	260	42	j.	j.	PROPN
ajis02-3835	260	43	,	,	PUNCT
ajis02-3835	260	44	mehta	mehta	PROPN
ajis02-3835	260	45	,	,	PUNCT
ajis02-3835	260	46	s.	s.	PROPN
ajis02-3835	260	47	,	,	PUNCT
ajis02-3835	260	48	mojsilovic	mojsilovic	PROPN
ajis02-3835	260	49	,	,	PUNCT
ajis02-3835	260	50	a.	a.	NOUN
ajis02-3835	260	51	,	,	PUNCT
ajis02-3835	260	52	nagar	nagar	NOUN
ajis02-3835	260	53	,	,	PUNCT
ajis02-3835	260	54	s.	s.	PROPN
ajis02-3835	260	55	,	,	PUNCT
ajis02-3835	260	56	ramamurthy	ramamurthy	ADJ
ajis02-3835	260	57	,	,	PUNCT
ajis02-3835	260	58	k.	k.	PROPN
ajis02-3835	260	59	n.	n.	PROPN
ajis02-3835	260	60	,	,	PUNCT
ajis02-3835	260	61	richards	richards	PROPN
ajis02-3835	260	62	,	,	PUNCT
ajis02-3835	260	63	j.	j.	PROPN
ajis02-3835	260	64	,	,	PUNCT
ajis02-3835	260	65	saha	saha	PROPN
ajis02-3835	260	66	,	,	PUNCT
ajis02-3835	260	67	d.	d.	PROPN
ajis02-3835	260	68	,	,	PUNCT
ajis02-3835	260	69	sattigeri	sattigeri	PROPN
ajis02-3835	260	70	,	,	PUNCT
ajis02-3835	260	71	p.	p.	PROPN
ajis02-3835	260	72	,	,	PUNCT
ajis02-3835	260	73	singh	singh	PROPN
ajis02-3835	260	74	,	,	PUNCT
ajis02-3835	260	75	m.	m.	NOUN
ajis02-3835	260	76	,	,	PUNCT
ajis02-3835	260	77	varshney	varshney	NOUN
ajis02-3835	260	78	,	,	PUNCT
ajis02-3835	260	79	k.	k.	PROPN
ajis02-3835	260	80	r.	r.	PROPN
ajis02-3835	260	81	,	,	PUNCT
ajis02-3835	260	82	zhang	zhang	PROPN
ajis02-3835	260	83	,	,	PUNCT
ajis02-3835	260	84	y.	y.	PROPN
ajis02-3835	260	85	(	(	PUNCT
ajis02-3835	260	86	2018	2018	NUM
ajis02-3835	260	87	)	)	PUNCT
ajis02-3835	260	88	.	.	PUNCT
ajis02-3835	261	1	ai	ai	VERB
ajis02-3835	261	2	fairness	fairness	NOUN
ajis02-3835	261	3	360	360	NUM
ajis02-3835	261	4	:	:	PUNCT
ajis02-3835	261	5	an	an	DET
ajis02-3835	261	6	extensible	extensible	ADJ
ajis02-3835	261	7	toolkit	toolkit	NOUN
ajis02-3835	261	8	for	for	ADP
ajis02-3835	261	9	detecting	detecting	NOUN
ajis02-3835	261	10	,	,	PUNCT
ajis02-3835	261	11	understanding	understanding	NOUN
ajis02-3835	261	12	,	,	PUNCT
ajis02-3835	261	13	and	and	CCONJ
ajis02-3835	261	14	mitigating	mitigate	VERB
ajis02-3835	261	15	unwanted	unwanted	ADJ
ajis02-3835	261	16	algorithmic	algorithmic	ADJ
ajis02-3835	261	17	bias	bias	NOUN
ajis02-3835	261	18	.	.	PUNCT
ajis02-3835	262	1	journal	journal	PROPN
ajis02-3835	262	2	of	of	ADP
ajis02-3835	262	3	research	research	NOUN
ajis02-3835	262	4	and	and	CCONJ
ajis02-3835	262	5	development	development	NOUN
ajis02-3835	262	6	,	,	PUNCT
ajis02-3835	262	7	1	1	NUM
ajis02-3835	262	8	(	(	PUNCT
ajis02-3835	262	9	1	1	NUM
ajis02-3835	262	10	)	)	PUNCT
ajis02-3835	262	11	,	,	PUNCT
ajis02-3835	263	1	99	99	NUM
ajis02-3835	263	2	.	.	PUNCT
ajis02-3835	263	3	doi	doi	NOUN
ajis02-3835	263	4	:	:	PUNCT
ajis02-3835	263	5	https://arxiv.org/pdf/1810.01943.pdf	https://arxiv.org/pdf/1810.01943.pdf	NOUN
ajis02-3835	263	6	berente	berente	NOUN
ajis02-3835	263	7	,	,	PUNCT
ajis02-3835	263	8	n.	n.	NOUN
ajis02-3835	263	9	,	,	PUNCT
ajis02-3835	263	10	seidel	seidel	PROPN
ajis02-3835	263	11	,	,	PUNCT
ajis02-3835	263	12	s.	s.	PROPN
ajis02-3835	263	13	,	,	PUNCT
ajis02-3835	263	14	safadi	safadi	NOUN
ajis02-3835	263	15	,	,	PUNCT
ajis02-3835	263	16	h.	h.	PROPN
ajis02-3835	263	17	(	(	PUNCT
ajis02-3835	263	18	2019	2019	NUM
ajis02-3835	263	19	)	)	PUNCT
ajis02-3835	263	20	.	.	PUNCT
ajis02-3835	264	1	data	data	NOUN
ajis02-3835	264	2	-	-	PUNCT
ajis02-3835	264	3	driven	drive	VERB
ajis02-3835	264	4	computationally	computationally	ADV
ajis02-3835	264	5	-	-	PUNCT
ajis02-3835	264	6	intensive	intensive	ADJ
ajis02-3835	264	7	theory	theory	NOUN
ajis02-3835	264	8	development	development	NOUN
ajis02-3835	264	9	.	.	PUNCT
ajis02-3835	265	1	information	information	NOUN
ajis02-3835	265	2	systems	system	NOUN
ajis02-3835	265	3	research	research	NOUN
ajis02-3835	265	4	,	,	PUNCT
ajis02-3835	265	5	30(1	30(1	NUM
ajis02-3835	265	6	)	)	PUNCT
ajis02-3835	265	7	,	,	PUNCT
ajis02-3835	265	8	50	50	NUM
ajis02-3835	265	9	-	-	SYM
ajis02-3835	265	10	64	64	NUM
ajis02-3835	265	11	.	.	PUNCT
ajis02-3835	266	1	berente	berente	ADJ
ajis02-3835	266	2	,	,	PUNCT
ajis02-3835	266	3	n.	n.	NOUN
ajis02-3835	266	4	,	,	PUNCT
ajis02-3835	266	5	gu	gu	PROPN
ajis02-3835	266	6	,	,	PUNCT
ajis02-3835	266	7	b.	b.	PROPN
ajis02-3835	266	8	,	,	PUNCT
ajis02-3835	266	9	recker	recker	PROPN
ajis02-3835	266	10	,	,	PUNCT
ajis02-3835	266	11	j.	j.	PROPN
ajis02-3835	266	12	,	,	PUNCT
ajis02-3835	266	13	santhanam	santhanam	PROPN
ajis02-3835	266	14	,	,	PUNCT
ajis02-3835	266	15	r.	r.	PROPN
ajis02-3835	266	16	(	(	PUNCT
ajis02-3835	266	17	2019	2019	NUM
ajis02-3835	266	18	)	)	PUNCT
ajis02-3835	266	19	.	.	PUNCT
ajis02-3835	267	1	managing	manage	VERB
ajis02-3835	267	2	ai	ai	NOUN
ajis02-3835	267	3	:	:	PUNCT
ajis02-3835	267	4	special	special	ADJ
ajis02-3835	267	5	issue	issue	NOUN
ajis02-3835	267	6	,	,	PUNCT
ajis02-3835	267	7	mis	mis	PROPN
ajis02-3835	267	8	quarterly	quarterly	PROPN
ajis02-3835	267	9	,	,	PUNCT
ajis02-3835	267	10	45(3	45(3	NUM
ajis02-3835	267	11	)	)	PUNCT
ajis02-3835	267	12	,	,	PUNCT
ajis02-3835	267	13	1433	1433	NUM
ajis02-3835	267	14	-	-	SYM
ajis02-3835	267	15	1450	1450	NUM
ajis02-3835	267	16	.	.	PUNCT
ajis02-3835	268	1	benjamin	benjamin	PROPN
ajis02-3835	268	2	,	,	PUNCT
ajis02-3835	268	3	r.	r.	PROPN
ajis02-3835	268	4	(	(	PUNCT
ajis02-3835	268	5	2019	2019	NUM
ajis02-3835	268	6	)	)	PUNCT
ajis02-3835	268	7	.	.	PUNCT
ajis02-3835	269	1	assessing	assess	VERB
ajis02-3835	269	2	risk	risk	NOUN
ajis02-3835	269	3	,	,	PUNCT
ajis02-3835	269	4	automating	automate	VERB
ajis02-3835	269	5	racism	racism	NOUN
ajis02-3835	269	6	.	.	PUNCT
ajis02-3835	270	1	a	a	DET
ajis02-3835	270	2	health	health	NOUN
ajis02-3835	270	3	care	care	NOUN
ajis02-3835	270	4	algorithm	algorithm	NOUN
ajis02-3835	270	5	reflects	reflect	VERB
ajis02-3835	270	6	underlying	underlie	VERB
ajis02-3835	270	7	racial	racial	ADJ
ajis02-3835	270	8	bias	bias	NOUN
ajis02-3835	270	9	in	in	ADP
ajis02-3835	270	10	society	society	NOUN
ajis02-3835	270	11	.	.	PUNCT
ajis02-3835	271	1	social	social	ADJ
ajis02-3835	271	2	science	science	NOUN
ajis02-3835	271	3	.	.	PUNCT
ajis02-3835	272	1	doi	doi	NOUN
ajis02-3835	272	2	:	:	PUNCT
ajis02-3835	272	3	10.1126	10.1126	NUM
ajis02-3835	272	4	/	/	SYM
ajis02-3835	272	5	science.aaz3873	science.aaz3873	PROPN
ajis02-3835	272	6	berk	berk	PROPN
ajis02-3835	272	7	,	,	PUNCT
ajis02-3835	272	8	r.	r.	PROPN
ajis02-3835	272	9	,	,	PUNCT
ajis02-3835	272	10	heidari	heidari	PROPN
ajis02-3835	272	11	,	,	PUNCT
ajis02-3835	272	12	h.	h.	PROPN
ajis02-3835	272	13	,	,	PUNCT
ajis02-3835	272	14	jabbari	jabbari	PROPN
ajis02-3835	272	15	,	,	PUNCT
ajis02-3835	272	16	s.	s.	PROPN
ajis02-3835	272	17	,	,	PUNCT
ajis02-3835	272	18	kearns	kearn	NOUN
ajis02-3835	272	19	,	,	PUNCT
ajis02-3835	272	20	m.	m.	NOUN
ajis02-3835	272	21	,	,	PUNCT
ajis02-3835	272	22	roth	roth	PROPN
ajis02-3835	272	23	,	,	PUNCT
ajis02-3835	272	24	a.	a.	NOUN
ajis02-3835	272	25	(	(	PUNCT
ajis02-3835	272	26	2018	2018	NUM
ajis02-3835	272	27	)	)	PUNCT
ajis02-3835	272	28	.	.	PUNCT
ajis02-3835	273	1	fairness	fairness	NOUN
ajis02-3835	273	2	in	in	ADP
ajis02-3835	273	3	criminal	criminal	ADJ
ajis02-3835	273	4	justice	justice	NOUN
ajis02-3835	273	5	risk	risk	NOUN
ajis02-3835	273	6	assessments	assessment	NOUN
ajis02-3835	273	7	:	:	PUNCT
ajis02-3835	273	8	the	the	DET
ajis02-3835	273	9	state	state	NOUN
ajis02-3835	273	10	of	of	ADP
ajis02-3835	273	11	the	the	DET
ajis02-3835	273	12	art	art	NOUN
ajis02-3835	273	13	.	.	PUNCT
ajis02-3835	274	1	sociological	sociological	ADJ
ajis02-3835	274	2	methods	method	NOUN
ajis02-3835	274	3	and	and	CCONJ
ajis02-3835	274	4	research	research	NOUN
ajis02-3835	274	5	.	.	PUNCT
ajis02-3835	275	1	50	50	NUM
ajis02-3835	275	2	(	(	PUNCT
ajis02-3835	275	3	1	1	NUM
ajis02-3835	275	4	)	)	PUNCT
ajis02-3835	275	5	.	.	PUNCT
ajis02-3835	276	1	https://doi.org/10.1177/0049124118782533	https://doi.org/10.1177/0049124118782533	X
ajis02-3835	277	1	bolukbasi	bolukbasi	NOUN
ajis02-3835	277	2	,	,	PUNCT
ajis02-3835	277	3	t.	t.	PROPN
ajis02-3835	277	4	,	,	PUNCT
ajis02-3835	277	5	chang	chang	PROPN
ajis02-3835	277	6	,	,	PUNCT
ajis02-3835	277	7	k.w	k.w	PROPN
ajis02-3835	277	8	.	.	PROPN
ajis02-3835	277	9	,	,	PUNCT
ajis02-3835	277	10	zou	zou	PROPN
ajis02-3835	277	11	,	,	PUNCT
ajis02-3835	277	12	j.	j.	PROPN
ajis02-3835	277	13	,	,	PUNCT
ajis02-3835	277	14	saligrama	saligrama	NOUN
ajis02-3835	277	15	,	,	PUNCT
ajis02-3835	277	16	v.	v.	PROPN
ajis02-3835	277	17	,	,	PUNCT
ajis02-3835	277	18	kalai	kalai	PROPN
ajis02-3835	277	19	,	,	PUNCT
ajis02-3835	277	20	a.	a.	NOUN
ajis02-3835	277	21	(	(	PUNCT
ajis02-3835	277	22	2016	2016	NUM
ajis02-3835	277	23	)	)	PUNCT
ajis02-3835	277	24	.	.	PUNCT
ajis02-3835	278	1	man	man	NOUN
ajis02-3835	278	2	is	be	AUX
ajis02-3835	278	3	to	to	PART
ajis02-3835	278	4	computer	computer	NOUN
ajis02-3835	278	5	programmer	programmer	NOUN
ajis02-3835	278	6	as	as	SCONJ
ajis02-3835	278	7	woman	woman	NOUN
ajis02-3835	278	8	is	be	AUX
ajis02-3835	278	9	to	to	ADP
ajis02-3835	278	10	homemaker	homemaker	NOUN
ajis02-3835	278	11	?	?	PUNCT
ajis02-3835	279	1	debiasing	debiase	VERB
ajis02-3835	279	2	word	word	NOUN
ajis02-3835	279	3	embeddings	embedding	NOUN
ajis02-3835	279	4	.	.	PUNCT
ajis02-3835	280	1	in	in	ADP
ajis02-3835	280	2	proceedings	proceeding	NOUN
ajis02-3835	280	3	of	of	ADP
ajis02-3835	280	4	the	the	DET
ajis02-3835	280	5	30th	30th	ADJ
ajis02-3835	280	6	international	international	ADJ
ajis02-3835	280	7	conference	conference	NOUN
ajis02-3835	280	8	on	on	ADP
ajis02-3835	280	9	neural	neural	ADJ
ajis02-3835	280	10	information	information	NOUN
ajis02-3835	280	11	processing	processing	NOUN
ajis02-3835	280	12	systems	system	NOUN
ajis02-3835	280	13	(	(	PUNCT
ajis02-3835	280	14	pp	pp	ADJ
ajis02-3835	280	15	.	.	PUNCT
ajis02-3835	280	16	4356	4356	NUM
ajis02-3835	280	17	–	–	PUNCT
ajis02-3835	280	18	4364	4364	NUM
ajis02-3835	280	19	)	)	PUNCT
ajis02-3835	280	20	.	.	PUNCT
ajis02-3835	281	1	https://dl.acm.org/doi/10.5555/3157382.3157584	https://dl.acm.org/doi/10.5555/3157382.3157584	NOUN
ajis02-3835	281	2	borges	borge	NOUN
ajis02-3835	281	3	,	,	PUNCT
ajis02-3835	281	4	a.	a.	PROPN
ajis02-3835	281	5	f.	f.	PROPN
ajis02-3835	281	6	s.	s.	PROPN
ajis02-3835	281	7	,	,	PUNCT
ajis02-3835	281	8	laurindo	laurindo	ADJ
ajis02-3835	281	9	,	,	PUNCT
ajis02-3835	281	10	f.j.b	f.j.b	NOUN
ajis02-3835	281	11	.	.	PROPN
ajis02-3835	281	12	,	,	PUNCT
ajis02-3835	281	13	spinola	spinola	PROPN
ajis02-3835	281	14	,	,	PUNCT
ajis02-3835	281	15	m.	m.	NOUN
ajis02-3835	281	16	m.	m.	NOUN
ajis02-3835	281	17	,	,	PUNCT
ajis02-3835	281	18	goncalves	goncalves	PROPN
ajis02-3835	281	19	,	,	PUNCT
ajis02-3835	281	20	r.	r.	PROPN
ajis02-3835	281	21	f.	f.	PROPN
ajis02-3835	281	22	,	,	PUNCT
ajis02-3835	281	23	mattos	mattos	PROPN
ajis02-3835	281	24	,	,	PUNCT
ajis02-3835	281	25	c.a	c.a	PROPN
ajis02-3835	281	26	.	.	PROPN
ajis02-3835	281	27	(	(	PUNCT
ajis02-3835	281	28	2021	2021	NUM
ajis02-3835	281	29	)	)	PUNCT
ajis02-3835	281	30	.	.	PUNCT
ajis02-3835	282	1	the	the	DET
ajis02-3835	282	2	strategic	strategic	ADJ
ajis02-3835	282	3	use	use	NOUN
ajis02-3835	282	4	of	of	ADP
ajis02-3835	282	5	artificial	artificial	ADJ
ajis02-3835	282	6	intelligence	intelligence	NOUN
ajis02-3835	282	7	in	in	ADP
ajis02-3835	282	8	the	the	DET
ajis02-3835	282	9	digital	digital	ADJ
ajis02-3835	282	10	era	era	NOUN
ajis02-3835	282	11	:	:	PUNCT
ajis02-3835	282	12	systematic	systematic	ADJ
ajis02-3835	282	13	literature	literature	PROPN
ajis02-3835	282	14	review	review	NOUN
ajis02-3835	282	15	and	and	CCONJ
ajis02-3835	282	16	future	future	ADJ
ajis02-3835	282	17	research	research	NOUN
ajis02-3835	282	18	directions	direction	NOUN
ajis02-3835	282	19	.	.	PUNCT
ajis02-3835	283	1	international	international	ADJ
ajis02-3835	283	2	journal	journal	PROPN
ajis02-3835	283	3	of	of	ADP
ajis02-3835	283	4	information	information	NOUN
ajis02-3835	283	5	management	management	NOUN
ajis02-3835	283	6	,	,	PUNCT
ajis02-3835	283	7	57	57	NUM
ajis02-3835	283	8	.	.	PUNCT
ajis02-3835	284	1	doi	doi	NOUN
ajis02-3835	284	2	:	:	PUNCT
ajis02-3835	284	3	https://doi.org/10.1016/j.ijinfomgt.2020.102225	https://doi.org/10.1016/j.ijinfomgt.2020.102225	PROPN
ajis02-3835	284	4	canetti	canetti	PROPN
ajis02-3835	284	5	,	,	PUNCT
ajis02-3835	284	6	r.	r.	PROPN
ajis02-3835	284	7	,	,	PUNCT
ajis02-3835	284	8	cohen	cohen	PROPN
ajis02-3835	284	9	,	,	PUNCT
ajis02-3835	284	10	a.	a.	PROPN
ajis02-3835	284	11	,	,	PUNCT
ajis02-3835	284	12	dikkala	dikkala	PROPN
ajis02-3835	284	13	,	,	PUNCT
ajis02-3835	284	14	n.	n.	NOUN
ajis02-3835	284	15	,	,	PUNCT
ajis02-3835	284	16	ramnarayan	ramnarayan	NOUN
ajis02-3835	284	17	,	,	PUNCT
ajis02-3835	284	18	g.	g.	PROPN
ajis02-3835	284	19	,	,	PUNCT
ajis02-3835	284	20	scheffler	scheffler	NOUN
ajis02-3835	284	21	,	,	PUNCT
ajis02-3835	284	22	s.	s.	PROPN
ajis02-3835	284	23	,	,	PUNCT
ajis02-3835	284	24	smith	smith	PROPN
ajis02-3835	284	25	,	,	PUNCT
ajis02-3835	284	26	a.	a.	NOUN
ajis02-3835	284	27	(	(	PUNCT
ajis02-3835	284	28	2019	2019	NUM
ajis02-3835	284	29	)	)	PUNCT
ajis02-3835	284	30	.	.	PUNCT
ajis02-3835	285	1	from	from	ADP
ajis02-3835	285	2	soft	soft	ADJ
ajis02-3835	285	3	classifiers	classifier	NOUN
ajis02-3835	285	4	to	to	ADP
ajis02-3835	285	5	hard	hard	ADJ
ajis02-3835	285	6	decisions	decision	NOUN
ajis02-3835	285	7	:	:	PUNCT
ajis02-3835	285	8	how	how	SCONJ
ajis02-3835	285	9	far	far	ADV
ajis02-3835	285	10	can	can	AUX
ajis02-3835	285	11	we	we	PRON
ajis02-3835	285	12	be	be	AUX
ajis02-3835	285	13	?	?	PUNCT
ajis02-3835	285	14	proceedings	proceeding	NOUN
ajis02-3835	285	15	of	of	ADP
ajis02-3835	285	16	the	the	DET
ajis02-3835	285	17	conference	conference	NOUN
ajis02-3835	285	18	on	on	ADP
ajis02-3835	285	19	fairness	fairness	NOUN
ajis02-3835	285	20	,	,	PUNCT
ajis02-3835	285	21	accountability	accountability	NOUN
ajis02-3835	285	22	,	,	PUNCT
ajis02-3835	285	23	and	and	CCONJ
ajis02-3835	285	24	transparency	transparency	NOUN
ajis02-3835	285	25	,	,	PUNCT
ajis02-3835	285	26	309	309	NUM
ajis02-3835	285	27	-	-	SYM
ajis02-3835	285	28	318	318	NUM
ajis02-3835	285	29	.	.	PUNCT
ajis02-3835	286	1	doi	doi	PROPN
ajis02-3835	286	2	:	:	PUNCT
ajis02-3835	286	3	https://doi.org/10.1145/3287560.3287561	https://doi.org/10.1145/3287560.3287561	PROPN
ajis02-3835	286	4	cao	cao	PROPN
ajis02-3835	286	5	,	,	PUNCT
ajis02-3835	286	6	j.	j.	PROPN
ajis02-3835	286	7	,	,	PUNCT
ajis02-3835	286	8	basoglu	basoglu	PROPN
ajis02-3835	286	9	,	,	PUNCT
ajis02-3835	286	10	k.	k.	PROPN
ajis02-3835	286	11	,	,	PUNCT
ajis02-3835	286	12	sheng	sheng	PROPN
ajis02-3835	286	13	.	.	PUNCT
ajis02-3835	287	1	h.	h.	PROPN
ajis02-3835	287	2	,	,	PUNCT
ajis02-3835	287	3	lowry	lowry	PROPN
ajis02-3835	287	4	,	,	PUNCT
ajis02-3835	287	5	p.	p.	NOUN
ajis02-3835	287	6	(	(	PUNCT
ajis02-3835	287	7	2015	2015	NUM
ajis02-3835	287	8	)	)	PUNCT
ajis02-3835	287	9	.	.	PUNCT
ajis02-3835	288	1	a	a	DET
ajis02-3835	288	2	systematic	systematic	ADJ
ajis02-3835	288	3	review	review	NOUN
ajis02-3835	288	4	of	of	ADP
ajis02-3835	288	5	social	social	ADJ
ajis02-3835	288	6	network	network	NOUN
ajis02-3835	288	7	research	research	NOUN
ajis02-3835	288	8	in	in	ADP
ajis02-3835	288	9	information	information	NOUN
ajis02-3835	288	10	systems	system	NOUN
ajis02-3835	288	11	:	:	PUNCT
ajis02-3835	288	12	building	build	VERB
ajis02-3835	288	13	a	a	DET
ajis02-3835	288	14	foundation	foundation	NOUN
ajis02-3835	288	15	for	for	ADP
ajis02-3835	288	16	exciting	exciting	ADJ
ajis02-3835	288	17	future	future	ADJ
ajis02-3835	288	18	research	research	NOUN
ajis02-3835	288	19	.	.	PUNCT
ajis02-3835	289	1	communications	communication	NOUN
ajis02-3835	289	2	of	of	ADP
ajis02-3835	289	3	the	the	DET
ajis02-3835	289	4	association	association	NOUN
ajis02-3835	289	5	for	for	ADP
ajis02-3835	289	6	information	information	NOUN
ajis02-3835	289	7	systems	system	NOUN
ajis02-3835	289	8	,	,	PUNCT
ajis02-3835	289	9	36(37	36(37	NUM
ajis02-3835	289	10	)	)	PUNCT
ajis02-3835	289	11	,	,	PUNCT
ajis02-3835	289	12	727	727	NUM
ajis02-3835	289	13	-	-	SYM
ajis02-3835	289	14	758	758	NUM
ajis02-3835	289	15	.	.	PUNCT
ajis02-3835	290	1	caplan	caplan	PROPN
ajis02-3835	290	2	,	,	PUNCT
ajis02-3835	290	3	r.	r.	PROPN
ajis02-3835	290	4	,	,	PUNCT
ajis02-3835	290	5	donovan	donovan	PROPN
ajis02-3835	290	6	,	,	PUNCT
ajis02-3835	290	7	j.	j.	PROPN
ajis02-3835	290	8	,	,	PUNCT
ajis02-3835	290	9	hanson	hanson	PROPN
ajis02-3835	290	10	,	,	PUNCT
ajis02-3835	290	11	l.	l.	PROPN
ajis02-3835	290	12	,	,	PUNCT
ajis02-3835	290	13	matthews	matthews	PROPN
ajis02-3835	290	14	,	,	PUNCT
ajis02-3835	290	15	j.	j.	PROPN
ajis02-3835	290	16	(	(	PUNCT
ajis02-3835	290	17	2018	2018	NUM
ajis02-3835	290	18	)	)	PUNCT
ajis02-3835	290	19	.	.	PUNCT
ajis02-3835	291	1	algorithmic	algorithmic	ADJ
ajis02-3835	291	2	accountability	accountability	NOUN
ajis02-3835	291	3	:	:	PUNCT
ajis02-3835	291	4	a	a	DET
ajis02-3835	291	5	primer	primer	NOUN
ajis02-3835	291	6	:	:	PUNCT
ajis02-3835	291	7	prepared	prepare	VERB
ajis02-3835	291	8	for	for	ADP
ajis02-3835	291	9	the	the	DET
ajis02-3835	291	10	congressional	congressional	ADJ
ajis02-3835	291	11	progressive	progressive	ADJ
ajis02-3835	291	12	caucus	caucus	NOUN
ajis02-3835	291	13	.	.	PUNCT
ajis02-3835	292	1	data	data	PROPN
ajis02-3835	292	2	&	&	CCONJ
ajis02-3835	292	3	society	society	PROPN
ajis02-3835	292	4	,	,	PUNCT
ajis02-3835	292	5	washington	washington	PROPN
ajis02-3835	292	6	,	,	PUNCT
ajis02-3835	292	7	dc	dc	PROPN
ajis02-3835	292	8	,	,	PUNCT
ajis02-3835	292	9	usa	usa	PROPN
ajis02-3835	292	10	.	.	PROPN
ajis02-3835	292	11	doi	doi	PROPN
ajis02-3835	292	12	:	:	PUNCT
ajis02-3835	292	13	https://datasociety.net/library/algorithmic-accountability-a-primer/	https://datasociety.net/library/algorithmic-accountability-a-primer/	PUNCT
ajis02-3835	292	14	chen	chen	PROPN
ajis02-3835	292	15	,	,	PUNCT
ajis02-3835	292	16	i.	i.	PROPN
ajis02-3835	292	17	y.	y.	PROPN
ajis02-3835	292	18	,	,	PUNCT
ajis02-3835	292	19	szolovits	szolovit	NOUN
ajis02-3835	292	20	,	,	PUNCT
ajis02-3835	292	21	p.	p.	PROPN
ajis02-3835	292	22	,	,	PUNCT
ajis02-3835	292	23	ghassemi	ghassemi	NOUN
ajis02-3835	292	24	,	,	PUNCT
ajis02-3835	292	25	m.	m.	NOUN
ajis02-3835	292	26	(	(	PUNCT
ajis02-3835	292	27	2019	2019	NUM
ajis02-3835	292	28	)	)	PUNCT
ajis02-3835	292	29	.	.	PUNCT
ajis02-3835	293	1	can	can	AUX
ajis02-3835	293	2	ai	ai	VERB
ajis02-3835	293	3	help	help	NOUN
ajis02-3835	293	4	reduce	reduce	VERB
ajis02-3835	293	5	disparities	disparity	NOUN
ajis02-3835	293	6	in	in	ADP
ajis02-3835	293	7	general	general	ADJ
ajis02-3835	293	8	medical	medical	ADJ
ajis02-3835	293	9	and	and	CCONJ
ajis02-3835	293	10	mental	mental	ADJ
ajis02-3835	293	11	health	health	NOUN
ajis02-3835	293	12	care	care	NOUN
ajis02-3835	293	13	?	?	PUNCT
ajis02-3835	294	1	ama	ama	PROPN
ajis02-3835	294	2	journal	journal	PROPN
ajis02-3835	294	3	of	of	ADP
ajis02-3835	294	4	ethics	ethic	NOUN
ajis02-3835	294	5	,	,	PUNCT
ajis02-3835	294	6	22	22	NUM
ajis02-3835	294	7	(	(	PUNCT
ajis02-3835	294	8	2	2	NUM
ajis02-3835	294	9	)	)	PUNCT
ajis02-3835	294	10	,	,	PUNCT
ajis02-3835	294	11	167179	167179	NUM
ajis02-3835	294	12	.	.	PUNCT
ajis02-3835	295	1	cirillo	cirillo	PROPN
ajis02-3835	295	2	,	,	PUNCT
ajis02-3835	295	3	d.	d.	PROPN
ajis02-3835	295	4	,	,	PUNCT
ajis02-3835	295	5	catuara	catuara	PROPN
ajis02-3835	295	6	–	–	PUNCT
ajis02-3835	295	7	solarz	solarz	PROPN
ajis02-3835	295	8	,	,	PUNCT
ajis02-3835	295	9	s.	s.	PROPN
ajis02-3835	295	10	,	,	PUNCT
ajis02-3835	295	11	morey	morey	PROPN
ajis02-3835	295	12	,	,	PUNCT
ajis02-3835	295	13	c.	c.	PROPN
ajis02-3835	295	14	,	,	PUNCT
ajis02-3835	295	15	guney	guney	NOUN
ajis02-3835	295	16	,	,	PUNCT
ajis02-3835	295	17	e.	e.	PROPN
ajis02-3835	295	18	,	,	PUNCT
ajis02-3835	295	19	subirats	subirat	NOUN
ajis02-3835	295	20	,	,	PUNCT
ajis02-3835	295	21	l.	l.	PROPN
ajis02-3835	295	22	,	,	PUNCT
ajis02-3835	295	23	mellino	mellino	PROPN
ajis02-3835	295	24	,	,	PUNCT
ajis02-3835	295	25	s.	s.	PROPN
ajis02-3835	295	26	,	,	PUNCT
ajis02-3835	295	27	gigante	gigante	PROPN
ajis02-3835	295	28	,	,	PUNCT
ajis02-3835	295	29	a.	a.	PROPN
ajis02-3835	295	30	,	,	PUNCT
ajis02-3835	295	31	valencia	valencia	PROPN
ajis02-3835	295	32	,	,	PUNCT
ajis02-3835	295	33	a.	a.	PROPN
ajis02-3835	295	34	,	,	PUNCT
ajis02-3835	295	35	rementeria	rementeria	PROPN
ajis02-3835	295	36	,	,	PUNCT
ajis02-3835	295	37	m.	m.	NOUN
ajis02-3835	295	38	j.	j.	PROPN
ajis02-3835	295	39	,	,	PUNCT
ajis02-3835	295	40	chadha	chadha	PROPN
ajis02-3835	295	41	,	,	PUNCT
ajis02-3835	295	42	a.	a.	PROPN
ajis02-3835	295	43	s.	s.	PROPN
ajis02-3835	295	44	,	,	PUNCT
ajis02-3835	295	45	nikolaos	nikolaos	PROPN
ajis02-3835	295	46	,	,	PUNCT
ajis02-3835	295	47	m.	m.	NOUN
ajis02-3835	295	48	(	(	PUNCT
ajis02-3835	295	49	2020	2020	NUM
ajis02-3835	295	50	)	)	PUNCT
ajis02-3835	295	51	.	.	PUNCT
ajis02-3835	296	1	sex	sex	NOUN
ajis02-3835	296	2	and	and	CCONJ
ajis02-3835	296	3	gender	gender	NOUN
ajis02-3835	296	4	differences	difference	NOUN
ajis02-3835	296	5	and	and	CCONJ
ajis02-3835	296	6	biases	bias	NOUN
ajis02-3835	296	7	in	in	ADP
ajis02-3835	296	8	artificial	artificial	ADJ
ajis02-3835	296	9	intelligence	intelligence	NOUN
ajis02-3835	296	10	for	for	ADP
ajis02-3835	296	11	biomedicine	biomedicine	NOUN
ajis02-3835	296	12	and	and	CCONJ
ajis02-3835	296	13	healthcare	healthcare	NOUN
ajis02-3835	296	14	.	.	PUNCT
ajis02-3835	297	1	digital	digital	ADJ
ajis02-3835	297	2	medicine	medicine	NOUN
ajis02-3835	297	3	,	,	PUNCT
ajis02-3835	297	4	8	8	NUM
ajis02-3835	297	5	(	(	PUNCT
ajis02-3835	297	6	3	3	NUM
ajis02-3835	297	7	)	)	PUNCT
ajis02-3835	297	8	.	.	PUNCT
ajis02-3835	298	1	doi	doi	PROPN
ajis02-3835	298	2	:	:	PUNCT
ajis02-3835	298	3	https://www.nature.com/articles/s41746-020-0288-5	https://www.nature.com/articles/s41746-020-0288-5	PROPN
ajis02-3835	298	4	clifton	clifton	PROPN
ajis02-3835	298	5	,	,	PUNCT
ajis02-3835	298	6	j.	j.	PROPN
ajis02-3835	298	7	,	,	PUNCT
ajis02-3835	298	8	glasmeier	glasmeier	NOUN
ajis02-3835	298	9	,	,	PUNCT
ajis02-3835	298	10	a.	a.	NOUN
ajis02-3835	298	11	,	,	PUNCT
ajis02-3835	298	12	gray	gray	ADJ
ajis02-3835	298	13	,	,	PUNCT
ajis02-3835	298	14	m.	m.	NOUN
ajis02-3835	298	15	(	(	PUNCT
ajis02-3835	298	16	2020	2020	NUM
ajis02-3835	298	17	)	)	PUNCT
ajis02-3835	298	18	.	.	PUNCT
ajis02-3835	299	1	when	when	SCONJ
ajis02-3835	299	2	machines	machine	NOUN
ajis02-3835	299	3	think	think	VERB
ajis02-3835	299	4	for	for	ADP
ajis02-3835	299	5	us	we	PRON
ajis02-3835	299	6	:	:	PUNCT
ajis02-3835	299	7	the	the	DET
ajis02-3835	299	8	consequences	consequence	NOUN
ajis02-3835	299	9	for	for	ADP
ajis02-3835	299	10	work	work	NOUN
ajis02-3835	299	11	and	and	CCONJ
ajis02-3835	299	12	place	place	NOUN
ajis02-3835	299	13	.	.	PUNCT
ajis02-3835	300	1	cambridge	cambridge	PROPN
ajis02-3835	300	2	journal	journal	PROPN
ajis02-3835	300	3	of	of	ADP
ajis02-3835	300	4	regions	region	NOUN
ajis02-3835	300	5	,	,	PUNCT
ajis02-3835	300	6	economy	economy	NOUN
ajis02-3835	300	7	,	,	PUNCT
ajis02-3835	300	8	and	and	CCONJ
ajis02-3835	300	9	society,13(1	society,13(1	PROPN
ajis02-3835	300	10	)	)	PUNCT
ajis02-3835	300	11	,	,	PUNCT
ajis02-3835	300	12	3	3	NUM
ajis02-3835	300	13	-	-	SYM
ajis02-3835	300	14	23	23	NUM
ajis02-3835	300	15	.	.	PUNCT
ajis02-3835	301	1	https://dl.acm.org/doi/proceedings/10.5555/3157382	https://dl.acm.org/doi/proceedings/10.5555/3157382	NOUN
ajis02-3835	301	2	australasian	australasian	ADJ
ajis02-3835	301	3	journal	journal	NOUN
ajis02-3835	301	4	of	of	ADP
ajis02-3835	301	5	information	information	NOUN
ajis02-3835	301	6	systems	system	NOUN
ajis02-3835	301	7	nadeem	nadeem	PROPN
ajis02-3835	301	8	,	,	PUNCT
ajis02-3835	301	9	marjanovic	marjanovic	PROPN
ajis02-3835	301	10	&	&	CCONJ
ajis02-3835	301	11	abedin	abedin	PROPN
ajis02-3835	301	12	2022	2022	NUM
ajis02-3835	301	13	,	,	PUNCT
ajis02-3835	301	14	vol	vol	NOUN
ajis02-3835	301	15	26	26	NUM
ajis02-3835	301	16	,	,	PUNCT
ajis02-3835	301	17	selected	select	VERB
ajis02-3835	301	18	papers	paper	NOUN
ajis02-3835	301	19	from	from	ADP
ajis02-3835	301	20	acis	acis	PROPN
ajis02-3835	301	21	2020	2020	NUM
ajis02-3835	301	22	gender	gender	NOUN
ajis02-3835	301	23	bias	bias	NOUN
ajis02-3835	301	24	in	in	ADP
ajis02-3835	301	25	ai	ai	PROPN
ajis02-3835	301	26	18	18	NUM
ajis02-3835	301	27	costa	costa	NOUN
ajis02-3835	301	28	,	,	PUNCT
ajis02-3835	301	29	p.	p.	PROPN
ajis02-3835	301	30	,	,	PUNCT
ajis02-3835	301	31	ribas	ribas	PROPN
ajis02-3835	301	32	,	,	PUNCT
ajis02-3835	301	33	l.	l.	PROPN
ajis02-3835	301	34	(	(	PUNCT
ajis02-3835	301	35	2019	2019	NUM
ajis02-3835	301	36	)	)	PUNCT
ajis02-3835	301	37	.	.	PUNCT
ajis02-3835	302	1	ai	ai	VERB
ajis02-3835	302	2	becomes	become	VERB
ajis02-3835	302	3	her	she	PRON
ajis02-3835	302	4	:	:	PUNCT
ajis02-3835	302	5	discussing	discuss	VERB
ajis02-3835	302	6	gender	gender	NOUN
ajis02-3835	302	7	and	and	CCONJ
ajis02-3835	302	8	artificial	artificial	ADJ
ajis02-3835	302	9	intelligence	intelligence	NOUN
ajis02-3835	302	10	.	.	PUNCT
ajis02-3835	303	1	a	a	DET
ajis02-3835	303	2	journal	journal	NOUN
ajis02-3835	303	3	of	of	ADP
ajis02-3835	303	4	speculative	speculative	ADJ
ajis02-3835	303	5	research,17	research,17	NOUN
ajis02-3835	303	6	(	(	PUNCT
ajis02-3835	303	7	2	2	NUM
ajis02-3835	303	8	)	)	PUNCT
ajis02-3835	303	9	,	,	PUNCT
ajis02-3835	303	10	171	171	NUM
ajis02-3835	303	11	-	-	SYM
ajis02-3835	303	12	193	193	NUM
ajis02-3835	303	13	.	.	PUNCT
ajis02-3835	304	1	conboy	conboy	PROPN
ajis02-3835	304	2	,	,	PUNCT
ajis02-3835	304	3	k.	k.	PROPN
ajis02-3835	304	4	,	,	PUNCT
ajis02-3835	304	5	crowston	crowston	PROPN
ajis02-3835	304	6	,	,	PUNCT
ajis02-3835	304	7	k.	k.	PROPN
ajis02-3835	304	8	,	,	PUNCT
ajis02-3835	304	9	lundstrom	lundstrom	PROPN
ajis02-3835	304	10	,	,	PUNCT
ajis02-3835	304	11	j.e	j.e	PROPN
ajis02-3835	304	12	.	.	PROPN
ajis02-3835	304	13	,	,	PUNCT
ajis02-3835	304	14	jarvenpaa	jarvenpaa	PROPN
ajis02-3835	304	15	,	,	PUNCT
ajis02-3835	304	16	s.	s.	PROPN
ajis02-3835	304	17	,	,	PUNCT
ajis02-3835	304	18	ram	ram	PROPN
ajis02-3835	304	19	,	,	PUNCT
ajis02-3835	304	20	s.	s.	PROPN
ajis02-3835	304	21	,	,	PUNCT
ajis02-3835	304	22	mikalef	mikalef	NOUN
ajis02-3835	304	23	,	,	PUNCT
ajis02-3835	304	24	p.	p.	NOUN
ajis02-3835	304	25	(	(	PUNCT
ajis02-3835	304	26	2022	2022	NUM
ajis02-3835	304	27	)	)	PUNCT
ajis02-3835	304	28	.	.	PUNCT
ajis02-3835	305	1	artificial	artificial	ADJ
ajis02-3835	305	2	intelligence	intelligence	NOUN
ajis02-3835	305	3	in	in	ADP
ajis02-3835	305	4	information	information	NOUN
ajis02-3835	305	5	systems	system	NOUN
ajis02-3835	305	6	:	:	PUNCT
ajis02-3835	305	7	state	state	NOUN
ajis02-3835	305	8	of	of	ADP
ajis02-3835	305	9	the	the	DET
ajis02-3835	305	10	art	art	NOUN
ajis02-3835	305	11	and	and	CCONJ
ajis02-3835	305	12	research	research	NOUN
ajis02-3835	305	13	roadmap	roadmap	NOUN
ajis02-3835	305	14	.	.	PUNCT
ajis02-3835	306	1	communications	communication	NOUN
ajis02-3835	306	2	of	of	ADP
ajis02-3835	306	3	the	the	DET
ajis02-3835	306	4	association	association	NOUN
ajis02-3835	306	5	for	for	ADP
ajis02-3835	306	6	information	information	NOUN
ajis02-3835	306	7	systems	system	NOUN
ajis02-3835	306	8	,	,	PUNCT
ajis02-3835	306	9	50	50	NUM
ajis02-3835	306	10	,	,	PUNCT
ajis02-3835	306	11	420438	420438	NUM
ajis02-3835	306	12	.	.	PUNCT
ajis02-3835	307	1	collins	collins	PROPN
ajis02-3835	307	2	,	,	PUNCT
ajis02-3835	307	3	c.	c.	PROPN
ajis02-3835	307	4	,	,	PUNCT
ajis02-3835	307	5	dennehy	dennehy	PROPN
ajis02-3835	307	6	,	,	PUNCT
ajis02-3835	307	7	d.	d.	PROPN
ajis02-3835	307	8	,	,	PUNCT
ajis02-3835	307	9	conboy	conboy	PROPN
ajis02-3835	307	10	,	,	PUNCT
ajis02-3835	307	11	k.	k.	PROPN
ajis02-3835	307	12	,	,	PUNCT
ajis02-3835	307	13	mikalef	mikalef	NOUN
ajis02-3835	307	14	,	,	PUNCT
ajis02-3835	307	15	p.	p.	NOUN
ajis02-3835	307	16	(	(	PUNCT
ajis02-3835	307	17	2021	2021	NUM
ajis02-3835	307	18	)	)	PUNCT
ajis02-3835	307	19	.	.	PUNCT
ajis02-3835	308	1	artificial	artificial	ADJ
ajis02-3835	308	2	intelligence	intelligence	NOUN
ajis02-3835	308	3	in	in	ADP
ajis02-3835	308	4	information	information	NOUN
ajis02-3835	308	5	system	system	NOUN
ajis02-3835	308	6	research	research	NOUN
ajis02-3835	308	7	:	:	PUNCT
ajis02-3835	308	8	a	a	DET
ajis02-3835	308	9	systematic	systematic	ADJ
ajis02-3835	308	10	literature	literature	NOUN
ajis02-3835	308	11	review	review	NOUN
ajis02-3835	308	12	and	and	CCONJ
ajis02-3835	308	13	research	research	NOUN
ajis02-3835	308	14	agenda	agenda	NOUN
ajis02-3835	308	15	.	.	PUNCT
ajis02-3835	309	1	international	international	ADJ
ajis02-3835	309	2	journal	journal	PROPN
ajis02-3835	309	3	of	of	ADP
ajis02-3835	309	4	information	information	NOUN
ajis02-3835	309	5	management	management	NOUN
ajis02-3835	309	6	,	,	PUNCT
ajis02-3835	309	7	60	60	NUM
ajis02-3835	309	8	.	.	PUNCT
ajis02-3835	310	1	doi	doi	NOUN
ajis02-3835	310	2	:	:	PUNCT
ajis02-3835	310	3	https://doi.org/10.1016/j.ijinfomgt.2021.102383	https://doi.org/10.1016/j.ijinfomgt.2021.102383	PROPN
ajis02-3835	310	4	crawford	crawford	PROPN
ajis02-3835	310	5	,	,	PUNCT
ajis02-3835	310	6	k.	k.	PROPN
ajis02-3835	310	7	(	(	PUNCT
ajis02-3835	310	8	2016	2016	NUM
ajis02-3835	310	9	)	)	PUNCT
ajis02-3835	310	10	.	.	PUNCT
ajis02-3835	311	1	a.i	a.i	PROPN
ajis02-3835	311	2	.	.	PROPN
ajis02-3835	311	3	’s	’s	PART
ajis02-3835	311	4	white	white	PROPN
ajis02-3835	311	5	guy	guy	PROPN
ajis02-3835	311	6	problem	problem	NOUN
ajis02-3835	311	7	.	.	PUNCT
ajis02-3835	312	1	(	(	PUNCT
ajis02-3835	312	2	sunday	sunday	PROPN
ajis02-3835	312	3	review	review	PROPN
ajis02-3835	312	4	desk	desk	NOUN
ajis02-3835	312	5	)	)	PUNCT
ajis02-3835	312	6	(	(	PUNCT
ajis02-3835	312	7	opinion	opinion	NOUN
ajis02-3835	312	8	)	)	PUNCT
ajis02-3835	312	9	.	.	PUNCT
ajis02-3835	313	1	the	the	DET
ajis02-3835	313	2	new	new	PROPN
ajis02-3835	313	3	york	york	PROPN
ajis02-3835	313	4	times	times	PROPN
ajis02-3835	313	5	.	.	PUNCT
ajis02-3835	314	1	doi	doi	NOUN
ajis02-3835	314	2	:	:	PUNCT
ajis02-3835	314	3	https://www.nytimes.com/2016/06/26	https://www.nytimes.com/2016/06/26	NOUN
ajis02-3835	314	4	/	/	SYM
ajis02-3835	314	5	opinion	opinion	NOUN
ajis02-3835	314	6	/	/	SYM
ajis02-3835	314	7	sunday	sunday	PROPN
ajis02-3835	314	8	/	/	SYM
ajis02-3835	314	9	artificialintelligences	artificialintelligence	NOUN
ajis02-3835	314	10	-	-	PUNCT
ajis02-3835	314	11	white	white	ADJ
ajis02-3835	314	12	-	-	PUNCT
ajis02-3835	314	13	guy	guy	NOUN
ajis02-3835	314	14	-	-	PUNCT
ajis02-3835	314	15	problem.html	problem.html	PROPN
ajis02-3835	314	16	dastin	dastin	NOUN
ajis02-3835	314	17	,	,	PUNCT
ajis02-3835	314	18	j.	j.	PROPN
ajis02-3835	314	19	(	(	PUNCT
ajis02-3835	314	20	2018	2018	NUM
ajis02-3835	314	21	)	)	PUNCT
ajis02-3835	314	22	.	.	PUNCT
ajis02-3835	315	1	amazon	amazon	NOUN
ajis02-3835	315	2	scraps	scrap	NOUN
ajis02-3835	315	3	secret	secret	ADJ
ajis02-3835	315	4	ai	ai	AUX
ajis02-3835	315	5	recruiting	recruit	VERB
ajis02-3835	315	6	tool	tool	NOUN
ajis02-3835	315	7	that	that	PRON
ajis02-3835	315	8	showed	show	VERB
ajis02-3835	315	9	bias	bias	NOUN
ajis02-3835	315	10	against	against	ADP
ajis02-3835	315	11	women	woman	NOUN
ajis02-3835	315	12	.	.	PUNCT
ajis02-3835	316	1	reuters	reuter	NOUN
ajis02-3835	316	2	.	.	PUNCT
ajis02-3835	317	1	doi	doi	PROPN
ajis02-3835	317	2	:	:	PUNCT
ajis02-3835	317	3	https://www.reuters.com/article/us-amazon-com-jobs-automation-insightiduskcn1mk08	https://www.reuters.com/article/us-amazon-com-jobs-automation-insightiduskcn1mk08	PROPN
ajis02-3835	317	4	g	g	PROPN
ajis02-3835	317	5	daugherty	daugherty	PROPN
ajis02-3835	317	6	,	,	PUNCT
ajis02-3835	317	7	p.	p.	PROPN
ajis02-3835	317	8	,	,	PUNCT
ajis02-3835	317	9	wilson	wilson	PROPN
ajis02-3835	317	10	,	,	PUNCT
ajis02-3835	317	11	h.	h.	PROPN
ajis02-3835	317	12	,	,	PUNCT
ajis02-3835	317	13	chowdhury	chowdhury	PROPN
ajis02-3835	317	14	,	,	PUNCT
ajis02-3835	317	15	r.	r.	PROPN
ajis02-3835	317	16	(	(	PUNCT
ajis02-3835	317	17	2018	2018	NUM
ajis02-3835	317	18	)	)	PUNCT
ajis02-3835	317	19	.	.	PUNCT
ajis02-3835	318	1	using	use	VERB
ajis02-3835	318	2	artificial	artificial	ADJ
ajis02-3835	318	3	intelligence	intelligence	NOUN
ajis02-3835	318	4	to	to	PART
ajis02-3835	318	5	promote	promote	VERB
ajis02-3835	318	6	diversity	diversity	NOUN
ajis02-3835	318	7	.	.	PUNCT
ajis02-3835	319	1	mit	mit	PROPN
ajis02-3835	319	2	sloan	sloan	PROPN
ajis02-3835	319	3	management	management	PROPN
ajis02-3835	319	4	review	review	PROPN
ajis02-3835	319	5	.	.	PUNCT
ajis02-3835	320	1	doi	doi	NOUN
ajis02-3835	320	2	:	:	PUNCT
ajis02-3835	320	3	https://sloanreview.mit.edu	https://sloanreview.mit.edu	PROPN
ajis02-3835	320	4	/	/	SYM
ajis02-3835	320	5	article	article	NOUN
ajis02-3835	320	6	/	/	SYM
ajis02-3835	320	7	usingartificial	usingartificial	ADJ
ajis02-3835	320	8	-	-	PUNCT
ajis02-3835	320	9	intelligence	intelligence	NOUN
ajis02-3835	320	10	-	-	PUNCT
ajis02-3835	320	11	to	to	ADP
ajis02-3835	320	12	-	-	PUNCT
ajis02-3835	320	13	promote	promote	VERB
ajis02-3835	320	14	-	-	PUNCT
ajis02-3835	320	15	diversity/	diversity/	NUM
ajis02-3835	320	16	dawson	dawson	PROPN
ajis02-3835	320	17	,	,	PUNCT
ajis02-3835	320	18	d.	d.	PROPN
ajis02-3835	320	19	,	,	PUNCT
ajis02-3835	320	20	schleiger	schleiger	PROPN
ajis02-3835	320	21	,	,	PUNCT
ajis02-3835	320	22	e.	e.	PROPN
ajis02-3835	320	23	,	,	PUNCT
ajis02-3835	320	24	horton	horton	PROPN
ajis02-3835	320	25	,	,	PUNCT
ajis02-3835	320	26	j.	j.	PROPN
ajis02-3835	320	27	,	,	PUNCT
ajis02-3835	320	28	mclaughlin	mclaughlin	PROPN
ajis02-3835	320	29	,	,	PUNCT
ajis02-3835	320	30	j.	j.	PROPN
ajis02-3835	320	31	,	,	PUNCT
ajis02-3835	320	32	robinson	robinson	PROPN
ajis02-3835	320	33	,	,	PUNCT
ajis02-3835	320	34	c.	c.	PROPN
ajis02-3835	320	35	,	,	PUNCT
ajis02-3835	320	36	quezada	quezada	PROPN
ajis02-3835	320	37	,	,	PUNCT
ajis02-3835	320	38	g.	g.	PROPN
ajis02-3835	320	39	,	,	PUNCT
ajis02-3835	320	40	scowcroft	scowcroft	ADV
ajis02-3835	320	41	,	,	PUNCT
ajis02-3835	320	42	j.	j.	PROPN
ajis02-3835	320	43	,	,	PUNCT
ajis02-3835	320	44	hajkowicz	hajkowicz	PROPN
ajis02-3835	320	45	,	,	PUNCT
ajis02-3835	320	46	s.	s.	PROPN
ajis02-3835	320	47	(	(	PUNCT
ajis02-3835	320	48	2019	2019	NUM
ajis02-3835	320	49	)	)	PUNCT
ajis02-3835	320	50	.	.	PUNCT
ajis02-3835	321	1	artificial	artificial	ADJ
ajis02-3835	321	2	intelligence	intelligence	NOUN
ajis02-3835	321	3	:	:	PUNCT
ajis02-3835	321	4	australia	australia	PROPN
ajis02-3835	321	5	’s	’s	PART
ajis02-3835	321	6	ethics	ethic	NOUN
ajis02-3835	321	7	framework	framework	NOUN
ajis02-3835	321	8	.	.	PUNCT
ajis02-3835	322	1	data61	data61	PROPN
ajis02-3835	322	2	csiro	csiro	PROPN
ajis02-3835	322	3	,	,	PUNCT
ajis02-3835	322	4	australia	australia	PROPN
ajis02-3835	322	5	.	.	PUNCT
ajis02-3835	323	1	doi	doi	PROPN
ajis02-3835	323	2	:	:	PUNCT
ajis02-3835	323	3	https://www.csiro.au/en/research/technology-space/ai/ai-ethicsframework	https://www.csiro.au/en/research/technology-space/ai/ai-ethicsframework	PROPN
ajis02-3835	323	4	dwivedi	dwivedi	PROPN
ajis02-3835	323	5	,	,	PUNCT
ajis02-3835	323	6	y.k	y.k	PROPN
ajis02-3835	323	7	.	.	PROPN
ajis02-3835	323	8	,	,	PUNCT
ajis02-3835	323	9	hughes	hughes	PROPN
ajis02-3835	323	10	,	,	PUNCT
ajis02-3835	323	11	l	l	PROPN
ajis02-3835	323	12	,	,	PUNCT
ajis02-3835	323	13	…	…	PUNCT
ajis02-3835	323	14	,	,	PUNCT
ajis02-3835	323	15	williams	williams	PROPN
ajis02-3835	323	16	,	,	PUNCT
ajis02-3835	323	17	m.	m.	PROPN
ajis02-3835	323	18	d.	d.	PROPN
ajis02-3835	323	19	(	(	PUNCT
ajis02-3835	323	20	2019	2019	NUM
ajis02-3835	323	21	)	)	PUNCT
ajis02-3835	323	22	.	.	PUNCT
ajis02-3835	324	1	artificial	artificial	ADJ
ajis02-3835	324	2	intelligence	intelligence	NOUN
ajis02-3835	324	3	:	:	PUNCT
ajis02-3835	324	4	multidisciplinary	multidisciplinary	ADJ
ajis02-3835	324	5	perspectives	perspective	NOUN
ajis02-3835	324	6	on	on	ADP
ajis02-3835	324	7	emerging	emerge	VERB
ajis02-3835	324	8	challenges	challenge	NOUN
ajis02-3835	324	9	,	,	PUNCT
ajis02-3835	324	10	opportunities	opportunity	NOUN
ajis02-3835	324	11	,	,	PUNCT
ajis02-3835	324	12	and	and	CCONJ
ajis02-3835	324	13	agenda	agenda	NOUN
ajis02-3835	324	14	for	for	ADP
ajis02-3835	324	15	research	research	NOUN
ajis02-3835	324	16	,	,	PUNCT
ajis02-3835	324	17	practice	practice	NOUN
ajis02-3835	324	18	and	and	CCONJ
ajis02-3835	324	19	policy	policy	NOUN
ajis02-3835	324	20	.	.	PUNCT
ajis02-3835	325	1	international	international	ADJ
ajis02-3835	325	2	journal	journal	PROPN
ajis02-3835	325	3	of	of	ADP
ajis02-3835	325	4	information	information	NOUN
ajis02-3835	325	5	management	management	NOUN
ajis02-3835	325	6	,	,	PUNCT
ajis02-3835	325	7	57(7	57(7	NUM
ajis02-3835	325	8	)	)	PUNCT
ajis02-3835	325	9	.	.	PUNCT
ajis02-3835	326	1	doi:10.1016	doi:10.1016	PROPN
ajis02-3835	326	2	/	/	SYM
ajis02-3835	326	3	j.ijinfomgt.2019.08.002	j.ijinfomgt.2019.08.002	PROPN
ajis02-3835	326	4	eubanks	eubank	NOUN
ajis02-3835	326	5	,	,	PUNCT
ajis02-3835	326	6	v.	v.	PROPN
ajis02-3835	326	7	(	(	PUNCT
ajis02-3835	326	8	2018	2018	NUM
ajis02-3835	326	9	)	)	PUNCT
ajis02-3835	326	10	.	.	PUNCT
ajis02-3835	327	1	automating	automate	VERB
ajis02-3835	327	2	inequalities	inequality	NOUN
ajis02-3835	327	3	:	:	PUNCT
ajis02-3835	327	4	how	how	SCONJ
ajis02-3835	327	5	high	high	ADJ
ajis02-3835	327	6	-	-	PUNCT
ajis02-3835	327	7	tech	tech	NOUN
ajis02-3835	327	8	tools	tool	NOUN
ajis02-3835	327	9	profile	profile	NOUN
ajis02-3835	327	10	,	,	PUNCT
ajis02-3835	327	11	police	police	NOUN
ajis02-3835	327	12	,	,	PUNCT
ajis02-3835	327	13	and	and	CCONJ
ajis02-3835	327	14	punish	punish	VERB
ajis02-3835	327	15	the	the	DET
ajis02-3835	327	16	poor	poor	ADJ
ajis02-3835	327	17	.	.	PUNCT
ajis02-3835	328	1	law	law	NOUN
ajis02-3835	328	2	technology	technology	NOUN
ajis02-3835	328	3	and	and	CCONJ
ajis02-3835	328	4	humans	human	NOUN
ajis02-3835	328	5	.	.	PUNCT
ajis02-3835	329	1	doi	doi	NOUN
ajis02-3835	329	2	:	:	PUNCT
ajis02-3835	329	3	https://dl.acm.org/doi/10.5555/3208509	https://dl.acm.org/doi/10.5555/3208509	PROPN
ajis02-3835	329	4	european	european	PROPN
ajis02-3835	329	5	union	union	PROPN
ajis02-3835	329	6	(	(	PUNCT
ajis02-3835	329	7	2021	2021	NUM
ajis02-3835	329	8	)	)	PUNCT
ajis02-3835	329	9	.	.	PUNCT
ajis02-3835	330	1	europe	europe	PROPN
ajis02-3835	330	2	fit	fit	VERB
ajis02-3835	330	3	for	for	ADP
ajis02-3835	330	4	the	the	DET
ajis02-3835	330	5	digital	digital	ADJ
ajis02-3835	330	6	age	age	NOUN
ajis02-3835	330	7	:	:	PUNCT
ajis02-3835	330	8	commission	commission	NOUN
ajis02-3835	330	9	proposes	propose	VERB
ajis02-3835	330	10	new	new	ADJ
ajis02-3835	330	11	rules	rule	NOUN
ajis02-3835	330	12	and	and	CCONJ
ajis02-3835	330	13	actions	action	NOUN
ajis02-3835	330	14	for	for	ADP
ajis02-3835	330	15	excellence	excellence	NOUN
ajis02-3835	330	16	and	and	CCONJ
ajis02-3835	330	17	trust	trust	NOUN
ajis02-3835	330	18	in	in	ADP
ajis02-3835	330	19	artificial	artificial	ADJ
ajis02-3835	330	20	intelligence	intelligence	NOUN
ajis02-3835	330	21	.	.	PUNCT
ajis02-3835	331	1	available	available	ADJ
ajis02-3835	331	2	at	at	ADP
ajis02-3835	331	3	https://ec.europa.eu/commission/presscorner/detail/en/ip_21_1682	https://ec.europa.eu/commission/presscorner/detail/en/ip_21_1682	PROPN
ajis02-3835	331	4	feuerriegel	feuerriegel	NOUN
ajis02-3835	331	5	,	,	PUNCT
ajis02-3835	331	6	s.	s.	PROPN
ajis02-3835	331	7	,	,	PUNCT
ajis02-3835	331	8	dolata	dolata	PROPN
ajis02-3835	331	9	,	,	PUNCT
ajis02-3835	331	10	m.	m.	NOUN
ajis02-3835	331	11	,	,	PUNCT
ajis02-3835	331	12	schwabe	schwabe	NOUN
ajis02-3835	331	13	,	,	PUNCT
ajis02-3835	331	14	g.	g.	PROPN
ajis02-3835	331	15	(	(	PUNCT
ajis02-3835	331	16	2020	2020	NUM
ajis02-3835	331	17	)	)	PUNCT
ajis02-3835	331	18	.	.	PUNCT
ajis02-3835	332	1	fair	fair	ADJ
ajis02-3835	332	2	ai	ai	NOUN
ajis02-3835	332	3	:	:	PUNCT
ajis02-3835	332	4	challenges	challenge	NOUN
ajis02-3835	332	5	and	and	CCONJ
ajis02-3835	332	6	opportunities	opportunity	NOUN
ajis02-3835	332	7	.	.	PUNCT
ajis02-3835	333	1	business	business	NOUN
ajis02-3835	333	2	and	and	CCONJ
ajis02-3835	333	3	information	information	NOUN
ajis02-3835	333	4	systems	system	NOUN
ajis02-3835	333	5	engineering	engineering	NOUN
ajis02-3835	333	6	,	,	PUNCT
ajis02-3835	333	7	62(4	62(4	NOUN
ajis02-3835	333	8	)	)	PUNCT
ajis02-3835	333	9	,	,	PUNCT
ajis02-3835	333	10	379	379	NUM
ajis02-3835	333	11	-	-	SYM
ajis02-3835	333	12	384	384	NUM
ajis02-3835	333	13	.	.	PUNCT
ajis02-3835	334	1	feast	feast	NOUN
ajis02-3835	334	2	,	,	PUNCT
ajis02-3835	334	3	j.	j.	PROPN
ajis02-3835	334	4	,	,	PUNCT
ajis02-3835	334	5	(	(	PUNCT
ajis02-3835	334	6	2019	2019	NUM
ajis02-3835	334	7	)	)	PUNCT
ajis02-3835	334	8	.	.	PUNCT
ajis02-3835	335	1	4	4	NUM
ajis02-3835	335	2	ways	way	NOUN
ajis02-3835	335	3	to	to	PART
ajis02-3835	335	4	address	address	VERB
ajis02-3835	335	5	gender	gender	NOUN
ajis02-3835	335	6	bias	bias	NOUN
ajis02-3835	335	7	in	in	ADP
ajis02-3835	335	8	ai	ai	PROPN
ajis02-3835	335	9	,	,	PUNCT
ajis02-3835	335	10	harvard	harvard	PROPN
ajis02-3835	335	11	business	business	PROPN
ajis02-3835	335	12	review	review	PROPN
ajis02-3835	335	13	.	.	PUNCT
ajis02-3835	336	1	doi	doi	NOUN
ajis02-3835	336	2	:	:	PUNCT
ajis02-3835	336	3	https://hbr.org/2019/11/4-ways-to-address-gender-bias-in-ai	https://hbr.org/2019/11/4-ways-to-address-gender-bias-in-ai	PROPN
ajis02-3835	336	4	galleno	galleno	PROPN
ajis02-3835	336	5	,	,	PUNCT
ajis02-3835	336	6	a.	a.	PROPN
ajis02-3835	336	7	,	,	PUNCT
ajis02-3835	336	8	krentz	krentz	PROPN
ajis02-3835	336	9	,	,	PUNCT
ajis02-3835	336	10	m.	m.	NOUN
ajis02-3835	336	11	,	,	PUNCT
ajis02-3835	336	12	tsusaka	tsusaka	PROPN
ajis02-3835	336	13	,	,	PUNCT
ajis02-3835	336	14	m.	m.	NOUN
ajis02-3835	336	15	,	,	PUNCT
ajis02-3835	336	16	yousif	yousif	PROPN
ajis02-3835	336	17	,	,	PUNCT
ajis02-3835	336	18	n.	n.	PROPN
ajis02-3835	336	19	(	(	PUNCT
ajis02-3835	336	20	2019	2019	NUM
ajis02-3835	336	21	)	)	PUNCT
ajis02-3835	336	22	.	.	PUNCT
ajis02-3835	337	1	how	how	SCONJ
ajis02-3835	337	2	ai	ai	NOUN
ajis02-3835	337	3	could	could	AUX
ajis02-3835	337	4	help	help	VERB
ajis02-3835	337	5	or	or	CCONJ
ajis02-3835	337	6	hinder	hinder	VERB
ajis02-3835	337	7	women	woman	NOUN
ajis02-3835	337	8	in	in	ADP
ajis02-3835	337	9	the	the	DET
ajis02-3835	337	10	workforce	workforce	NOUN
ajis02-3835	337	11	.	.	PUNCT
ajis02-3835	338	1	boston	boston	PROPN
ajis02-3835	338	2	consulting	consulting	PROPN
ajis02-3835	338	3	group	group	NOUN
ajis02-3835	338	4	.	.	PUNCT
ajis02-3835	339	1	doi	doi	NOUN
ajis02-3835	339	2	:	:	PUNCT
ajis02-3835	339	3	https://www.bcg.com	https://www.bcg.com	ADJ
ajis02-3835	339	4	/	/	SYM
ajis02-3835	339	5	publications/2019	publications/2019	VERB
ajis02-3835	339	6	/	/	SYM
ajis02-3835	339	7	artificial	artificial	ADJ
ajis02-3835	339	8	-	-	PUNCT
ajis02-3835	339	9	intelligence	intelligence	NOUN
ajis02-3835	339	10	-	-	PUNCT
ajis02-3835	339	11	ai	ai	NOUN
ajis02-3835	339	12	-	-	PUNCT
ajis02-3835	339	13	help	help	NOUN
ajis02-3835	339	14	-	-	PUNCT
ajis02-3835	339	15	hinderwomen	hinderwoman	NOUN
ajis02-3835	339	16	-	-	PUNCT
ajis02-3835	339	17	workforce	workforce	NOUN
ajis02-3835	339	18	.	.	PUNCT
ajis02-3835	340	1	grari	grari	PROPN
ajis02-3835	340	2	.	.	PUNCT
ajis02-3835	341	1	v.	v.	ADV
ajis02-3835	341	2	,	,	PUNCT
ajis02-3835	341	3	ruf	ruf	NOUN
ajis02-3835	341	4	.	.	PUNCT
ajis02-3835	342	1	b.	b.	PROPN
ajis02-3835	342	2	,	,	PUNCT
ajis02-3835	342	3	lamprier	lamprier	NOUN
ajis02-3835	342	4	.	.	PUNCT
ajis02-3835	343	1	s.	s.	PROPN
ajis02-3835	343	2	,	,	PUNCT
ajis02-3835	343	3	detyniecki	detyniecki	PROPN
ajis02-3835	343	4	.	.	PUNCT
ajis02-3835	343	5	m.	m.	NOUN
ajis02-3835	343	6	(	(	PUNCT
ajis02-3835	343	7	2020	2020	NUM
ajis02-3835	343	8	)	)	PUNCT
ajis02-3835	343	9	.	.	PUNCT
ajis02-3835	344	1	achieving	achieve	VERB
ajis02-3835	344	2	fairness	fairness	NOUN
ajis02-3835	344	3	with	with	ADP
ajis02-3835	344	4	decision	decision	NOUN
ajis02-3835	344	5	tress	tress	NOUN
ajis02-3835	344	6	:	:	PUNCT
ajis02-3835	344	7	an	an	DET
ajis02-3835	344	8	adversarial	adversarial	ADJ
ajis02-3835	344	9	approach	approach	NOUN
ajis02-3835	344	10	.	.	PUNCT
ajis02-3835	345	1	data	datum	NOUN
ajis02-3835	345	2	science	science	NOUN
ajis02-3835	345	3	and	and	CCONJ
ajis02-3835	345	4	engineering	engineering	NOUN
ajis02-3835	345	5	,	,	PUNCT
ajis02-3835	345	6	5(2	5(2	NUM
ajis02-3835	345	7	)	)	PUNCT
ajis02-3835	345	8	.	.	PUNCT
ajis02-3835	346	1	99110	99110	NUM
ajis02-3835	346	2	.	.	PUNCT
ajis02-3835	347	1	https://hbr.org/2019/11/4-ways-to-address-gender-bias-in-ai	https://hbr.org/2019/11/4-ways-to-address-gender-bias-in-ai	PROPN
ajis02-3835	347	2	australasian	australasian	ADJ
ajis02-3835	347	3	journal	journal	NOUN
ajis02-3835	347	4	of	of	ADP
ajis02-3835	347	5	information	information	NOUN
ajis02-3835	347	6	systems	system	NOUN
ajis02-3835	347	7	nadeem	nadeem	PROPN
ajis02-3835	347	8	,	,	PUNCT
ajis02-3835	347	9	marjanovic	marjanovic	PROPN
ajis02-3835	347	10	&	&	CCONJ
ajis02-3835	347	11	abedin	abedin	PROPN
ajis02-3835	347	12	2022	2022	NUM
ajis02-3835	347	13	,	,	PUNCT
ajis02-3835	347	14	vol	vol	NOUN
ajis02-3835	347	15	26	26	NUM
ajis02-3835	347	16	,	,	PUNCT
ajis02-3835	347	17	selected	select	VERB
ajis02-3835	347	18	papers	paper	NOUN
ajis02-3835	347	19	from	from	ADP
ajis02-3835	347	20	acis	acis	PROPN
ajis02-3835	347	21	2020	2020	NUM
ajis02-3835	347	22	gender	gender	NOUN
ajis02-3835	347	23	bias	bias	NOUN
ajis02-3835	347	24	in	in	ADP
ajis02-3835	347	25	ai	ai	PROPN
ajis02-3835	347	26	19	19	NUM
ajis02-3835	347	27	hardt	hardt	NOUN
ajis02-3835	347	28	,	,	PUNCT
ajis02-3835	347	29	m.	m.	NOUN
ajis02-3835	347	30	,	,	PUNCT
ajis02-3835	347	31	price	price	NOUN
ajis02-3835	347	32	,	,	PUNCT
ajis02-3835	347	33	e.	e.	PROPN
ajis02-3835	347	34	,	,	PUNCT
ajis02-3835	347	35	srebro	srebro	PROPN
ajis02-3835	347	36	,	,	PUNCT
ajis02-3835	347	37	n.	n.	PROPN
ajis02-3835	347	38	(	(	PUNCT
ajis02-3835	347	39	2016	2016	NUM
ajis02-3835	347	40	)	)	PUNCT
ajis02-3835	347	41	.	.	PUNCT
ajis02-3835	348	1	equality	equality	NOUN
ajis02-3835	348	2	of	of	ADP
ajis02-3835	348	3	opportunity	opportunity	NOUN
ajis02-3835	348	4	in	in	ADP
ajis02-3835	348	5	supervised	supervised	ADJ
ajis02-3835	348	6	learning	learning	NOUN
ajis02-3835	348	7	.	.	PUNCT
ajis02-3835	349	1	in	in	ADP
ajis02-3835	349	2	proceeding	proceeding	NOUN
ajis02-3835	349	3	of	of	ADP
ajis02-3835	349	4	the	the	DET
ajis02-3835	349	5	30th	30th	ADJ
ajis02-3835	349	6	international	international	ADJ
ajis02-3835	349	7	conference	conference	NOUN
ajis02-3835	349	8	on	on	ADP
ajis02-3835	349	9	neural	neural	ADJ
ajis02-3835	349	10	information	information	NOUN
ajis02-3835	349	11	processing	processing	NOUN
ajis02-3835	349	12	systems	system	NOUN
ajis02-3835	349	13	.	.	PUNCT
ajis02-3835	350	1	doi	doi	NOUN
ajis02-3835	350	2	:	:	PUNCT
ajis02-3835	350	3	https://proceedings.neurips.cc/paper/2016/file/9d2682367c3935defcb1f9e247a97c0dpaper	https://proceedings.neurips.cc/paper/2016/file/9d2682367c3935defcb1f9e247a97c0dpaper	X
ajis02-3835	350	4	hayes	hayes	PROPN
ajis02-3835	350	5	,	,	PUNCT
ajis02-3835	350	6	p.	p.	NOUN
ajis02-3835	350	7	,	,	PUNCT
ajis02-3835	350	8	poel	poel	NOUN
ajis02-3835	350	9	,	,	PUNCT
ajis02-3835	350	10	i.v.d	i.v.d	PROPN
ajis02-3835	350	11	.	.	PROPN
ajis02-3835	350	12	,	,	PUNCT
ajis02-3835	350	13	steen	steen	PROPN
ajis02-3835	350	14	,	,	PUNCT
ajis02-3835	350	15	m.	m.	NOUN
ajis02-3835	350	16	(	(	PUNCT
ajis02-3835	350	17	2020	2020	NUM
ajis02-3835	350	18	)	)	PUNCT
ajis02-3835	350	19	.	.	PUNCT
ajis02-3835	351	1	algorithms	algorithm	NOUN
ajis02-3835	351	2	and	and	CCONJ
ajis02-3835	351	3	values	value	NOUN
ajis02-3835	351	4	in	in	ADP
ajis02-3835	351	5	justice	justice	NOUN
ajis02-3835	351	6	and	and	CCONJ
ajis02-3835	351	7	security	security	NOUN
ajis02-3835	351	8	.	.	PUNCT
ajis02-3835	352	1	ai	ai	PROPN
ajis02-3835	352	2	&	&	CCONJ
ajis02-3835	352	3	society	society	NOUN
ajis02-3835	352	4	,	,	PUNCT
ajis02-3835	352	5	35	35	NUM
ajis02-3835	352	6	(	(	PUNCT
ajis02-3835	352	7	3	3	NUM
ajis02-3835	352	8	)	)	PUNCT
ajis02-3835	352	9	,	,	PUNCT
ajis02-3835	352	10	533555	533555	NUM
ajis02-3835	352	11	.	.	PUNCT
ajis02-3835	353	1	hoffmann	hoffmann	PROPN
ajis02-3835	353	2	,	,	PUNCT
ajis02-3835	353	3	a.l	a.l	PROPN
ajis02-3835	353	4	.	.	PROPN
ajis02-3835	353	5	(	(	PUNCT
ajis02-3835	353	6	2019	2019	NUM
ajis02-3835	353	7	)	)	PUNCT
ajis02-3835	353	8	.	.	PUNCT
ajis02-3835	354	1	where	where	SCONJ
ajis02-3835	354	2	fairness	fairness	NOUN
ajis02-3835	354	3	fails	fail	VERB
ajis02-3835	354	4	:	:	PUNCT
ajis02-3835	354	5	data	datum	NOUN
ajis02-3835	354	6	,	,	PUNCT
ajis02-3835	354	7	algorithms	algorithm	NOUN
ajis02-3835	354	8	,	,	PUNCT
ajis02-3835	354	9	and	and	CCONJ
ajis02-3835	354	10	the	the	DET
ajis02-3835	354	11	limits	limit	NOUN
ajis02-3835	354	12	of	of	ADP
ajis02-3835	354	13	antidiscrimination	antidiscrimination	NOUN
ajis02-3835	354	14	discourse	discourse	NOUN
ajis02-3835	354	15	.	.	PUNCT
ajis02-3835	355	1	information	information	NOUN
ajis02-3835	355	2	,	,	PUNCT
ajis02-3835	355	3	communication	communication	NOUN
ajis02-3835	355	4	&	&	CCONJ
ajis02-3835	355	5	society	society	NOUN
ajis02-3835	355	6	,	,	PUNCT
ajis02-3835	355	7	22(7	22(7	NUM
ajis02-3835	355	8	)	)	PUNCT
ajis02-3835	355	9	,	,	PUNCT
ajis02-3835	355	10	900	900	NUM
ajis02-3835	355	11	-	-	SYM
ajis02-3835	355	12	915	915	NUM
ajis02-3835	355	13	.	.	PUNCT
ajis02-3835	356	1	ico	ico	PROPN
ajis02-3835	356	2	(	(	PUNCT
ajis02-3835	356	3	2018	2018	NUM
ajis02-3835	356	4	)	)	PUNCT
ajis02-3835	356	5	.	.	PUNCT
ajis02-3835	357	1	what	what	PRON
ajis02-3835	357	2	is	be	AUX
ajis02-3835	357	3	automated	automate	VERB
ajis02-3835	357	4	individual	individual	ADJ
ajis02-3835	357	5	decision	decision	NOUN
ajis02-3835	357	6	-	-	PUNCT
ajis02-3835	357	7	making	making	NOUN
ajis02-3835	357	8	and	and	CCONJ
ajis02-3835	357	9	profiling	profiling	NOUN
ajis02-3835	357	10	.	.	PUNCT
ajis02-3835	358	1	uk	uk	PROPN
ajis02-3835	358	2	information	information	PROPN
ajis02-3835	358	3	commissioner	commissioner	NOUN
ajis02-3835	358	4	’s	’s	PART
ajis02-3835	358	5	office	office	NOUN
ajis02-3835	358	6	,	,	PUNCT
ajis02-3835	358	7	1	1	NUM
ajis02-3835	358	8	-	-	SYM
ajis02-3835	358	9	23	23	NUM
ajis02-3835	358	10	.	.	PUNCT
ajis02-3835	359	1	doi	doi	NOUN
ajis02-3835	359	2	:	:	PUNCT
ajis02-3835	359	3	https://ico.org.uk/for-organisations/guide-to-dataprotection/guide-to-the-general-dataprotection-regulation-gdpr/automated-decisionmaking-and-profiling/what-is-automated-individual-decisionmaking-andprofiling/#id2	https://ico.org.uk/for-organisations/guide-to-dataprotection/guide-to-the-general-dataprotection-regulation-gdpr/automated-decisionmaking-and-profiling/what-is-automated-individual-decisionmaking-andprofiling/#id2	PROPN
ajis02-3835	359	4	ibrahim	ibrahim	PROPN
ajis02-3835	359	5	,	,	PUNCT
ajis02-3835	359	6	s.a	s.a	PROPN
ajis02-3835	359	7	.	.	PROPN
ajis02-3835	359	8	,	,	PUNCT
ajis02-3835	359	9	charlson	charlson	PROPN
ajis02-3835	359	10	,	,	PUNCT
ajis02-3835	359	11	m.e	m.e	PROPN
ajis02-3835	359	12	.	.	PROPN
ajis02-3835	359	13	,	,	PUNCT
ajis02-3835	359	14	neill	neill	PROPN
ajis02-3835	359	15	,	,	PUNCT
ajis02-3835	359	16	d.b	d.b	PROPN
ajis02-3835	359	17	.	.	PROPN
ajis02-3835	359	18	(	(	PUNCT
ajis02-3835	359	19	2020	2020	NUM
ajis02-3835	359	20	)	)	PUNCT
ajis02-3835	359	21	.	.	PUNCT
ajis02-3835	360	1	big	big	ADJ
ajis02-3835	360	2	data	datum	NOUN
ajis02-3835	360	3	analytics	analytic	NOUN
ajis02-3835	360	4	and	and	CCONJ
ajis02-3835	360	5	the	the	DET
ajis02-3835	360	6	structure	structure	NOUN
ajis02-3835	360	7	for	for	ADP
ajis02-3835	360	8	equity	equity	NOUN
ajis02-3835	360	9	in	in	ADP
ajis02-3835	360	10	healthcare	healthcare	PROPN
ajis02-3835	360	11	:	:	PUNCT
ajis02-3835	360	12	the	the	DET
ajis02-3835	360	13	promise	promise	NOUN
ajis02-3835	360	14	and	and	CCONJ
ajis02-3835	360	15	perils	peril	NOUN
ajis02-3835	360	16	.	.	PUNCT
ajis02-3835	361	1	health	health	NOUN
ajis02-3835	361	2	equity	equity	NOUN
ajis02-3835	361	3	,	,	PUNCT
ajis02-3835	361	4	4	4	NUM
ajis02-3835	361	5	(	(	PUNCT
ajis02-3835	361	6	1	1	NUM
ajis02-3835	361	7	)	)	PUNCT
ajis02-3835	361	8	,	,	PUNCT
ajis02-3835	361	9	99101	99101	NUM
ajis02-3835	361	10	.	.	PUNCT
ajis02-3835	362	1	johnson	johnson	PROPN
ajis02-3835	362	2	,	,	PUNCT
ajis02-3835	362	3	k.n	k.n	PROPN
ajis02-3835	362	4	.	.	PROPN
ajis02-3835	362	5	(	(	PUNCT
ajis02-3835	362	6	2019	2019	NUM
ajis02-3835	362	7	)	)	PUNCT
ajis02-3835	362	8	.	.	PUNCT
ajis02-3835	363	1	automating	automate	VERB
ajis02-3835	363	2	the	the	DET
ajis02-3835	363	3	risk	risk	NOUN
ajis02-3835	363	4	of	of	ADP
ajis02-3835	363	5	bias	bias	NOUN
ajis02-3835	363	6	.	.	PUNCT
ajis02-3835	364	1	george	george	PROPN
ajis02-3835	364	2	washington	washington	PROPN
ajis02-3835	364	3	law	law	PROPN
ajis02-3835	364	4	review	review	PROPN
ajis02-3835	364	5	,	,	PUNCT
ajis02-3835	364	6	87(6	87(6	NUM
ajis02-3835	364	7	)	)	PUNCT
ajis02-3835	364	8	.	.	PUNCT
ajis02-3835	365	1	doi	doi	NOUN
ajis02-3835	365	2	:	:	PUNCT
ajis02-3835	365	3	https://www.gwlr.org/wp-content/uploads/2020/01/87-geo.-wash.-l.-rev.-1214.pdf	https://www.gwlr.org/wp-content/uploads/2020/01/87-geo.-wash.-l.-rev.-1214.pdf	PROPN
ajis02-3835	365	4	jobin	jobin	PROPN
ajis02-3835	365	5	,	,	PUNCT
ajis02-3835	365	6	a.	a.	PROPN
ajis02-3835	365	7	,	,	PUNCT
ajis02-3835	365	8	lenca	lenca	NOUN
ajis02-3835	365	9	,	,	PUNCT
ajis02-3835	365	10	m.	m.	NOUN
ajis02-3835	365	11	,	,	PUNCT
ajis02-3835	365	12	vayena	vayena	NOUN
ajis02-3835	365	13	,	,	PUNCT
ajis02-3835	365	14	e.	e.	PROPN
ajis02-3835	365	15	(	(	PUNCT
ajis02-3835	365	16	2019	2019	NUM
ajis02-3835	365	17	)	)	PUNCT
ajis02-3835	365	18	.	.	PUNCT
ajis02-3835	366	1	the	the	DET
ajis02-3835	366	2	global	global	ADJ
ajis02-3835	366	3	landscape	landscape	NOUN
ajis02-3835	366	4	of	of	ADP
ajis02-3835	366	5	ai	ai	PROPN
ajis02-3835	366	6	ethics	ethic	NOUN
ajis02-3835	366	7	guidelines	guideline	NOUN
ajis02-3835	366	8	.	.	PUNCT
ajis02-3835	367	1	nature	nature	NOUN
ajis02-3835	367	2	machine	machine	NOUN
ajis02-3835	367	3	intelligence	intelligence	NOUN
ajis02-3835	367	4	,	,	PUNCT
ajis02-3835	367	5	1	1	NUM
ajis02-3835	367	6	,	,	PUNCT
ajis02-3835	367	7	389	389	NUM
ajis02-3835	367	8	-	-	SYM
ajis02-3835	367	9	399	399	NUM
ajis02-3835	367	10	.	.	PUNCT
ajis02-3835	368	1	kaplan	kaplan	PROPN
ajis02-3835	368	2	,	,	PUNCT
ajis02-3835	368	3	a.	a.	PROPN
ajis02-3835	368	4	,	,	PUNCT
ajis02-3835	368	5	haenlein	haenlein	ADV
ajis02-3835	368	6	,	,	PUNCT
ajis02-3835	368	7	m.	m.	NOUN
ajis02-3835	368	8	(	(	PUNCT
ajis02-3835	368	9	2019	2019	NUM
ajis02-3835	368	10	)	)	PUNCT
ajis02-3835	368	11	.	.	PUNCT
ajis02-3835	369	1	siri	siri	NOUN
ajis02-3835	369	2	,	,	PUNCT
ajis02-3835	369	3	siri	siri	NOUN
ajis02-3835	369	4	,	,	PUNCT
ajis02-3835	369	5	in	in	ADP
ajis02-3835	369	6	my	my	PRON
ajis02-3835	369	7	hand	hand	NOUN
ajis02-3835	369	8	:	:	PUNCT
ajis02-3835	369	9	who	who	PRON
ajis02-3835	369	10	’s	’	VERB
ajis02-3835	369	11	the	the	DET
ajis02-3835	369	12	fairest	fairest	NOUN
ajis02-3835	369	13	in	in	ADP
ajis02-3835	369	14	the	the	DET
ajis02-3835	369	15	land	land	NOUN
ajis02-3835	369	16	?	?	PUNCT
ajis02-3835	370	1	on	on	ADP
ajis02-3835	370	2	the	the	DET
ajis02-3835	370	3	interpretations	interpretation	NOUN
ajis02-3835	370	4	,	,	PUNCT
ajis02-3835	370	5	illustrations	illustration	NOUN
ajis02-3835	370	6	,	,	PUNCT
ajis02-3835	370	7	and	and	CCONJ
ajis02-3835	370	8	implication	implication	NOUN
ajis02-3835	370	9	of	of	ADP
ajis02-3835	370	10	artificial	artificial	ADJ
ajis02-3835	370	11	intelligence	intelligence	NOUN
ajis02-3835	370	12	.	.	PUNCT
ajis02-3835	371	1	business	business	NOUN
ajis02-3835	371	2	horizons	horizon	NOUN
ajis02-3835	371	3	,	,	PUNCT
ajis02-3835	371	4	62	62	NUM
ajis02-3835	371	5	,	,	PUNCT
ajis02-3835	371	6	15	15	NUM
ajis02-3835	371	7	-	-	SYM
ajis02-3835	371	8	35	35	NUM
ajis02-3835	371	9	.	.	PUNCT
ajis02-3835	372	1	kitchenham	kitchenham	PROPN
ajis02-3835	372	2	,	,	PUNCT
ajis02-3835	372	3	b.	b.	PROPN
ajis02-3835	372	4	,	,	PUNCT
ajis02-3835	372	5	budgen	budgen	PROPN
ajis02-3835	372	6	,	,	PUNCT
ajis02-3835	372	7	d.	d.	PROPN
ajis02-3835	372	8	,	,	PUNCT
ajis02-3835	372	9	brereton	brereton	PROPN
ajis02-3835	372	10	,	,	PUNCT
ajis02-3835	372	11	o.p	o.p	PROPN
ajis02-3835	372	12	.	.	PROPN
ajis02-3835	372	13	(	(	PUNCT
ajis02-3835	372	14	2011	2011	NUM
ajis02-3835	372	15	)	)	PUNCT
ajis02-3835	372	16	.	.	PUNCT
ajis02-3835	373	1	using	use	VERB
ajis02-3835	373	2	mapping	mapping	NOUN
ajis02-3835	373	3	studies	study	NOUN
ajis02-3835	373	4	as	as	ADP
ajis02-3835	373	5	the	the	DET
ajis02-3835	373	6	basis	basis	NOUN
ajis02-3835	373	7	for	for	ADP
ajis02-3835	373	8	further	further	ADJ
ajis02-3835	373	9	research	research	NOUN
ajis02-3835	373	10	–	–	PUNCT
ajis02-3835	373	11	a	a	DET
ajis02-3835	373	12	participant	participant	ADJ
ajis02-3835	373	13	-observer	-observer	NOUN
ajis02-3835	373	14	case	case	NOUN
ajis02-3835	373	15	study	study	NOUN
ajis02-3835	373	16	.	.	PUNCT
ajis02-3835	374	1	information	information	NOUN
ajis02-3835	374	2	and	and	CCONJ
ajis02-3835	374	3	software	software	NOUN
ajis02-3835	374	4	technology	technology	NOUN
ajis02-3835	374	5	,	,	PUNCT
ajis02-3835	374	6	53	53	NUM
ajis02-3835	374	7	(	(	PUNCT
ajis02-3835	374	8	6	6	NUM
ajis02-3835	374	9	)	)	PUNCT
ajis02-3835	374	10	,	,	PUNCT
ajis02-3835	374	11	638651	638651	NUM
ajis02-3835	374	12	.	.	PUNCT
ajis02-3835	375	1	kordzadeh	kordzadeh	NOUN
ajis02-3835	375	2	,	,	PUNCT
ajis02-3835	375	3	n.	n.	NOUN
ajis02-3835	375	4	,	,	PUNCT
ajis02-3835	375	5	ghasemaghaei	ghasemaghaei	NOUN
ajis02-3835	375	6	,	,	PUNCT
ajis02-3835	375	7	m.	m.	NOUN
ajis02-3835	375	8	(	(	PUNCT
ajis02-3835	375	9	2021	2021	NUM
ajis02-3835	375	10	)	)	PUNCT
ajis02-3835	375	11	.	.	PUNCT
ajis02-3835	376	1	algorithmic	algorithmic	ADJ
ajis02-3835	376	2	bias	bias	PROPN
ajis02-3835	376	3	:	:	PUNCT
ajis02-3835	376	4	review	review	NOUN
ajis02-3835	376	5	synthesis	synthesis	NOUN
ajis02-3835	376	6	,	,	PUNCT
ajis02-3835	376	7	and	and	CCONJ
ajis02-3835	376	8	future	future	ADJ
ajis02-3835	376	9	research	research	NOUN
ajis02-3835	376	10	directions	direction	NOUN
ajis02-3835	376	11	.	.	PUNCT
ajis02-3835	377	1	european	european	ADJ
ajis02-3835	377	2	journal	journal	PROPN
ajis02-3835	377	3	of	of	ADP
ajis02-3835	377	4	information	information	NOUN
ajis02-3835	377	5	systems	system	NOUN
ajis02-3835	377	6	,	,	PUNCT
ajis02-3835	377	7	31	31	NUM
ajis02-3835	377	8	(	(	PUNCT
ajis02-3835	377	9	3	3	NUM
ajis02-3835	377	10	)	)	PUNCT
ajis02-3835	377	11	,	,	PUNCT
ajis02-3835	377	12	388409	388409	NUM
ajis02-3835	377	13	.	.	PUNCT
ajis02-3835	378	1	kyriazanos	kyriazanos	PROPN
ajis02-3835	378	2	,	,	PUNCT
ajis02-3835	378	3	d.	d.	PROPN
ajis02-3835	378	4	m.	m.	PROPN
ajis02-3835	378	5	,	,	PUNCT
ajis02-3835	378	6	thanos	thanos	PROPN
ajis02-3835	378	7	,	,	PUNCT
ajis02-3835	378	8	k.g	k.g	PROPN
ajis02-3835	378	9	.	.	PROPN
ajis02-3835	378	10	,	,	PUNCT
ajis02-3835	378	11	thomopoulos	thomopoulos	ADV
ajis02-3835	378	12	,	,	PUNCT
ajis02-3835	378	13	s.c.a	s.c.a	NOUN
ajis02-3835	378	14	.	.	PUNCT
ajis02-3835	379	1	(	(	PUNCT
ajis02-3835	379	2	2019	2019	NUM
ajis02-3835	379	3	)	)	PUNCT
ajis02-3835	379	4	.	.	PUNCT
ajis02-3835	380	1	automated	automate	VERB
ajis02-3835	380	2	decisions	decision	NOUN
ajis02-3835	380	3	making	make	VERB
ajis02-3835	380	4	in	in	ADP
ajis02-3835	380	5	airports	airport	NOUN
ajis02-3835	380	6	checkpoints	checkpoint	NOUN
ajis02-3835	380	7	:	:	PUNCT
ajis02-3835	380	8	bias	bias	NOUN
ajis02-3835	380	9	detection	detection	NOUN
ajis02-3835	380	10	toward	toward	ADP
ajis02-3835	380	11	smarter	smart	ADJ
ajis02-3835	380	12	security	security	NOUN
ajis02-3835	380	13	and	and	CCONJ
ajis02-3835	380	14	fairness	fairness	NOUN
ajis02-3835	380	15	.	.	PUNCT
ajis02-3835	381	1	ieee	ieee	PROPN
ajis02-3835	381	2	security	security	PROPN
ajis02-3835	381	3	&	&	CCONJ
ajis02-3835	381	4	applications	application	NOUN
ajis02-3835	381	5	,	,	PUNCT
ajis02-3835	381	6	17	17	NUM
ajis02-3835	381	7	(	(	PUNCT
ajis02-3835	381	8	2	2	NUM
ajis02-3835	381	9	)	)	PUNCT
ajis02-3835	381	10	,	,	PUNCT
ajis02-3835	381	11	8	8	NUM
ajis02-3835	381	12	-	-	SYM
ajis02-3835	381	13	16	16	NUM
ajis02-3835	381	14	.	.	PUNCT
ajis02-3835	382	1	lambrecht	lambrecht	PROPN
ajis02-3835	382	2	,	,	PUNCT
ajis02-3835	382	3	a.	a.	NOUN
ajis02-3835	382	4	,	,	PUNCT
ajis02-3835	382	5	tucker	tucker	PROPN
ajis02-3835	382	6	,	,	PUNCT
ajis02-3835	382	7	c.	c.	PROPN
ajis02-3835	382	8	(	(	PUNCT
ajis02-3835	382	9	2019	2019	NUM
ajis02-3835	382	10	)	)	PUNCT
ajis02-3835	382	11	.	.	PUNCT
ajis02-3835	383	1	algorithmic	algorithmic	ADJ
ajis02-3835	383	2	bias	bias	NOUN
ajis02-3835	383	3	?	?	PUNCT
ajis02-3835	384	1	an	an	DET
ajis02-3835	384	2	empirical	empirical	ADJ
ajis02-3835	384	3	study	study	NOUN
ajis02-3835	384	4	of	of	ADP
ajis02-3835	384	5	apparent	apparent	ADJ
ajis02-3835	384	6	genderbiased	genderbiase	VERB
ajis02-3835	384	7	discrimination	discrimination	NOUN
ajis02-3835	384	8	in	in	ADP
ajis02-3835	384	9	the	the	DET
ajis02-3835	384	10	display	display	NOUN
ajis02-3835	384	11	of	of	ADP
ajis02-3835	384	12	stem	stem	NOUN
ajis02-3835	384	13	career	career	NOUN
ajis02-3835	384	14	ads	ad	NOUN
ajis02-3835	384	15	.	.	PUNCT
ajis02-3835	385	1	management	management	NOUN
ajis02-3835	385	2	science	science	NOUN
ajis02-3835	385	3	,	,	PUNCT
ajis02-3835	385	4	65(7	65(7	NUM
ajis02-3835	385	5	)	)	PUNCT
ajis02-3835	385	6	,	,	PUNCT
ajis02-3835	385	7	29473448	29473448	NUM
ajis02-3835	385	8	.	.	PUNCT
ajis02-3835	386	1	leavy	leavy	PROPN
ajis02-3835	386	2	,	,	PUNCT
ajis02-3835	386	3	s.	s.	PROPN
ajis02-3835	386	4	(	(	PUNCT
ajis02-3835	386	5	2018	2018	NUM
ajis02-3835	386	6	)	)	PUNCT
ajis02-3835	386	7	.	.	PUNCT
ajis02-3835	387	1	gender	gender	NOUN
ajis02-3835	387	2	bias	bias	NOUN
ajis02-3835	387	3	in	in	ADP
ajis02-3835	387	4	artificial	artificial	ADJ
ajis02-3835	387	5	intelligence	intelligence	NOUN
ajis02-3835	387	6	:	:	PUNCT
ajis02-3835	387	7	the	the	DET
ajis02-3835	387	8	need	need	NOUN
ajis02-3835	387	9	for	for	ADP
ajis02-3835	387	10	diversity	diversity	NOUN
ajis02-3835	387	11	and	and	CCONJ
ajis02-3835	387	12	gender	gender	NOUN
ajis02-3835	387	13	theory	theory	NOUN
ajis02-3835	387	14	in	in	ADP
ajis02-3835	387	15	machine	machine	NOUN
ajis02-3835	387	16	learning	learning	NOUN
ajis02-3835	387	17	.	.	PUNCT
ajis02-3835	388	1	2018	2018	NUM
ajis02-3835	388	2	ieee	ieee	NOUN
ajis02-3835	388	3	/	/	SYM
ajis02-3835	388	4	acm	acm	PROPN
ajis02-3835	388	5	first	first	ADJ
ajis02-3835	388	6	international	international	ADJ
ajis02-3835	388	7	workshop	workshop	NOUN
ajis02-3835	388	8	on	on	ADP
ajis02-3835	388	9	gender	gender	NOUN
ajis02-3835	388	10	equality	equality	NOUN
ajis02-3835	388	11	in	in	ADP
ajis02-3835	388	12	software	software	NOUN
ajis02-3835	388	13	engineering	engineering	NOUN
ajis02-3835	388	14	,	,	PUNCT
ajis02-3835	388	15	gothenburg	gothenburg	PROPN
ajis02-3835	388	16	,	,	PUNCT
ajis02-3835	388	17	sweden	sweden	PROPN
ajis02-3835	388	18	.	.	PUNCT
ajis02-3835	389	1	doi	doi	PROPN
ajis02-3835	389	2	:	:	PUNCT
ajis02-3835	389	3	https://ieeexplore.ieee.org/document/8452744	https://ieeexplore.ieee.org/document/8452744	PROPN
ajis02-3835	389	4	lee	lee	PROPN
ajis02-3835	389	5	,	,	PUNCT
ajis02-3835	389	6	n.	n.	PROPN
ajis02-3835	389	7	t.	t.	PROPN
ajis02-3835	389	8	(	(	PUNCT
ajis02-3835	389	9	2018	2018	NUM
ajis02-3835	389	10	)	)	PUNCT
ajis02-3835	389	11	.	.	PUNCT
ajis02-3835	390	1	detecting	detect	VERB
ajis02-3835	390	2	racial	racial	ADJ
ajis02-3835	390	3	bias	bias	NOUN
ajis02-3835	390	4	in	in	ADP
ajis02-3835	390	5	algorithms	algorithm	NOUN
ajis02-3835	390	6	and	and	CCONJ
ajis02-3835	390	7	machine	machine	NOUN
ajis02-3835	390	8	learning	learning	NOUN
ajis02-3835	390	9	.	.	PUNCT
ajis02-3835	391	1	journal	journal	PROPN
ajis02-3835	391	2	of	of	ADP
ajis02-3835	391	3	information	information	NOUN
ajis02-3835	391	4	,	,	PUNCT
ajis02-3835	391	5	communication	communication	NOUN
ajis02-3835	391	6	,	,	PUNCT
ajis02-3835	391	7	and	and	CCONJ
ajis02-3835	391	8	ethics	ethic	NOUN
ajis02-3835	391	9	in	in	ADP
ajis02-3835	391	10	society	society	NOUN
ajis02-3835	391	11	,	,	PUNCT
ajis02-3835	391	12	16	16	NUM
ajis02-3835	391	13	(	(	PUNCT
ajis02-3835	391	14	3	3	NUM
ajis02-3835	391	15	)	)	PUNCT
ajis02-3835	391	16	,	,	PUNCT
ajis02-3835	391	17	252	252	NUM
ajis02-3835	391	18	-	-	SYM
ajis02-3835	391	19	260	260	NUM
ajis02-3835	391	20	.	.	PUNCT
ajis02-3835	392	1	australasian	australasian	ADJ
ajis02-3835	392	2	journal	journal	NOUN
ajis02-3835	392	3	of	of	ADP
ajis02-3835	392	4	information	information	NOUN
ajis02-3835	392	5	systems	system	NOUN
ajis02-3835	392	6	nadeem	nadeem	PROPN
ajis02-3835	392	7	,	,	PUNCT
ajis02-3835	392	8	marjanovic	marjanovic	PROPN
ajis02-3835	392	9	&	&	CCONJ
ajis02-3835	392	10	abedin	abedin	PROPN
ajis02-3835	392	11	2022	2022	NUM
ajis02-3835	392	12	,	,	PUNCT
ajis02-3835	392	13	vol	vol	NOUN
ajis02-3835	392	14	26	26	NUM
ajis02-3835	392	15	,	,	PUNCT
ajis02-3835	392	16	selected	select	VERB
ajis02-3835	392	17	papers	paper	NOUN
ajis02-3835	392	18	from	from	ADP
ajis02-3835	392	19	acis	acis	PROPN
ajis02-3835	392	20	2020	2020	NUM
ajis02-3835	392	21	gender	gender	NOUN
ajis02-3835	392	22	bias	bias	NOUN
ajis02-3835	392	23	in	in	ADP
ajis02-3835	392	24	ai	ai	PROPN
ajis02-3835	392	25	20	20	NUM
ajis02-3835	392	26	marabelli	marabelli	NOUN
ajis02-3835	392	27	,	,	PUNCT
ajis02-3835	392	28	m.	m.	NOUN
ajis02-3835	392	29	,	,	PUNCT
ajis02-3835	392	30	newell	newell	PROPN
ajis02-3835	392	31	,	,	PUNCT
ajis02-3835	392	32	s.	s.	PROPN
ajis02-3835	392	33	,	,	PUNCT
ajis02-3835	392	34	handunge	handunge	NOUN
ajis02-3835	392	35	,	,	PUNCT
ajis02-3835	392	36	v.	v.	CCONJ
ajis02-3835	392	37	(	(	PUNCT
ajis02-3835	392	38	2021	2021	NUM
ajis02-3835	392	39	)	)	PUNCT
ajis02-3835	392	40	.	.	PUNCT
ajis02-3835	393	1	the	the	DET
ajis02-3835	393	2	lifecycle	lifecycle	NOUN
ajis02-3835	393	3	of	of	ADP
ajis02-3835	393	4	algorithmic	algorithmic	ADJ
ajis02-3835	393	5	decisionmaking	decisionmake	VERB
ajis02-3835	393	6	systems	system	NOUN
ajis02-3835	393	7	:	:	PUNCT
ajis02-3835	393	8	organizational	organizational	ADJ
ajis02-3835	393	9	choices	choice	NOUN
ajis02-3835	393	10	and	and	CCONJ
ajis02-3835	393	11	ethical	ethical	ADJ
ajis02-3835	393	12	challenges	challenge	NOUN
ajis02-3835	393	13	.	.	PUNCT
ajis02-3835	394	1	journal	journal	NOUN
ajis02-3835	394	2	of	of	ADP
ajis02-3835	394	3	strategic	strategic	ADJ
ajis02-3835	394	4	information	information	NOUN
ajis02-3835	394	5	systems	system	NOUN
ajis02-3835	394	6	,	,	PUNCT
ajis02-3835	394	7	30(3	30(3	NUM
ajis02-3835	394	8	)	)	PUNCT
ajis02-3835	394	9	.	.	PUNCT
ajis02-3835	395	1	doi	doi	NOUN
ajis02-3835	395	2	:	:	PUNCT
ajis02-3835	395	3	https://doi.org/10.1016/j.jsis.2021.101683	https://doi.org/10.1016/j.jsis.2021.101683	ADJ
ajis02-3835	395	4	markus	markus	NOUN
ajis02-3835	395	5	(	(	PUNCT
ajis02-3835	395	6	2017	2017	NUM
ajis02-3835	395	7	)	)	PUNCT
ajis02-3835	395	8	.	.	PUNCT
ajis02-3835	396	1	datification	datification	NOUN
ajis02-3835	396	2	,	,	PUNCT
ajis02-3835	396	3	organizational	organizational	ADJ
ajis02-3835	396	4	strategy	strategy	NOUN
ajis02-3835	396	5	,	,	PUNCT
ajis02-3835	396	6	and	and	CCONJ
ajis02-3835	396	7	is	be	AUX
ajis02-3835	396	8	research	research	NOUN
ajis02-3835	396	9	:	:	PUNCT
ajis02-3835	396	10	what	what	PRON
ajis02-3835	396	11	’s	’	VERB
ajis02-3835	396	12	the	the	DET
ajis02-3835	396	13	score	score	NOUN
ajis02-3835	396	14	?	?	PUNCT
ajis02-3835	397	1	the	the	DET
ajis02-3835	397	2	journal	journal	NOUN
ajis02-3835	397	3	of	of	ADP
ajis02-3835	397	4	strategic	strategic	ADJ
ajis02-3835	397	5	information	information	NOUN
ajis02-3835	397	6	systems	system	NOUN
ajis02-3835	397	7	,	,	PUNCT
ajis02-3835	397	8	26(3	26(3	NUM
ajis02-3835	397	9	)	)	PUNCT
ajis02-3835	397	10	,	,	PUNCT
ajis02-3835	397	11	233	233	NUM
ajis02-3835	397	12	-	-	SYM
ajis02-3835	397	13	241	241	NUM
ajis02-3835	397	14	.	.	PUNCT
ajis02-3835	398	1	doi	doi	NOUN
ajis02-3835	398	2	:	:	PUNCT
ajis02-3835	398	3	https://doi.org/10.1016	https://doi.org/10.1016	PROPN
ajis02-3835	398	4	/	/	SYM
ajis02-3835	398	5	j.jsis.2017.08.003	j.jsis.2017.08.003	PROPN
ajis02-3835	398	6	.	.	PUNCT
ajis02-3835	399	1	martinez	martinez	PROPN
ajis02-3835	399	2	,	,	PUNCT
ajis02-3835	399	3	c.	c.	PROPN
ajis02-3835	399	4	f.	f.	PROPN
ajis02-3835	399	5	,	,	PUNCT
ajis02-3835	399	6	fernandez	fernandez	PROPN
ajis02-3835	399	7	,	,	PUNCT
ajis02-3835	399	8	a.	a.	NOUN
ajis02-3835	399	9	(	(	PUNCT
ajis02-3835	399	10	2020	2020	NUM
ajis02-3835	399	11	)	)	PUNCT
ajis02-3835	399	12	.	.	PUNCT
ajis02-3835	400	1	ai	ai	VERB
ajis02-3835	400	2	and	and	CCONJ
ajis02-3835	400	3	recruiting	recruit	VERB
ajis02-3835	400	4	software	software	NOUN
ajis02-3835	400	5	:	:	PUNCT
ajis02-3835	400	6	ethical	ethical	ADJ
ajis02-3835	400	7	and	and	CCONJ
ajis02-3835	400	8	legal	legal	ADJ
ajis02-3835	400	9	implications	implication	NOUN
ajis02-3835	400	10	.	.	PUNCT
ajis02-3835	401	1	journal	journal	NOUN
ajis02-3835	401	2	of	of	ADP
ajis02-3835	401	3	behavioural	behavioural	ADJ
ajis02-3835	401	4	robotics	robotic	NOUN
ajis02-3835	401	5	,	,	PUNCT
ajis02-3835	401	6	11(1	11(1	NUM
ajis02-3835	401	7	)	)	PUNCT
ajis02-3835	401	8	.	.	PUNCT
ajis02-3835	402	1	doi	doi	PROPN
ajis02-3835	402	2	:	:	PUNCT
ajis02-3835	402	3	https://doi.org/10.1515/pjbr-20200030	https://doi.org/10.1515/pjbr-20200030	PROPN
ajis02-3835	402	4	martin	martin	PROPN
ajis02-3835	402	5	,	,	PUNCT
ajis02-3835	402	6	k.	k.	PROPN
ajis02-3835	402	7	(	(	PUNCT
ajis02-3835	402	8	2019	2019	NUM
ajis02-3835	402	9	)	)	PUNCT
ajis02-3835	402	10	.	.	PUNCT
ajis02-3835	403	1	ethical	ethical	ADJ
ajis02-3835	403	2	implications	implication	NOUN
ajis02-3835	403	3	and	and	CCONJ
ajis02-3835	403	4	accountability	accountability	NOUN
ajis02-3835	403	5	of	of	ADP
ajis02-3835	403	6	algorithms	algorithm	NOUN
ajis02-3835	403	7	.	.	PUNCT
ajis02-3835	404	1	journal	journal	PROPN
ajis02-3835	404	2	of	of	ADP
ajis02-3835	404	3	business	business	NOUN
ajis02-3835	404	4	ethics	ethic	NOUN
ajis02-3835	404	5	,	,	PUNCT
ajis02-3835	404	6	160	160	NUM
ajis02-3835	404	7	,	,	PUNCT
ajis02-3835	404	8	835850	835850	NUM
ajis02-3835	404	9	.	.	PUNCT
ajis02-3835	405	1	marjanovic	marjanovic	NOUN
ajis02-3835	405	2	,	,	PUNCT
ajis02-3835	405	3	o.	o.	PROPN
ajis02-3835	405	4	,	,	PUNCT
ajis02-3835	405	5	cecez	cecez	NOUN
ajis02-3835	405	6	-	-	PUNCT
ajis02-3835	405	7	kecmanovic	kecmanovic	PROPN
ajis02-3835	405	8	,	,	PUNCT
ajis02-3835	405	9	d.	d.	PROPN
ajis02-3835	405	10	,	,	PUNCT
ajis02-3835	405	11	vidgen	vidgen	PROPN
ajis02-3835	405	12	,	,	PUNCT
ajis02-3835	405	13	r.	r.	PROPN
ajis02-3835	405	14	(	(	PUNCT
ajis02-3835	405	15	2021	2021	NUM
ajis02-3835	405	16	)	)	PUNCT
ajis02-3835	405	17	.	.	PUNCT
ajis02-3835	406	1	algorithmic	algorithmic	ADJ
ajis02-3835	406	2	pollution	pollution	NOUN
ajis02-3835	406	3	:	:	PUNCT
ajis02-3835	406	4	making	make	VERB
ajis02-3835	406	5	the	the	DET
ajis02-3835	406	6	invisible	invisible	ADJ
ajis02-3835	406	7	visible	visible	ADJ
ajis02-3835	406	8	.	.	PUNCT
ajis02-3835	407	1	journal	journal	NOUN
ajis02-3835	407	2	of	of	ADP
ajis02-3835	407	3	information	information	NOUN
ajis02-3835	407	4	technology	technology	NOUN
ajis02-3835	407	5	,	,	PUNCT
ajis02-3835	407	6	36(3	36(3	NUM
ajis02-3835	407	7	)	)	PUNCT
ajis02-3835	407	8	,	,	PUNCT
ajis02-3835	407	9	391	391	NUM
ajis02-3835	407	10	-	-	SYM
ajis02-3835	407	11	408	408	NUM
ajis02-3835	407	12	.	.	PUNCT
ajis02-3835	408	1	masiero	masiero	PROPN
ajis02-3835	408	2	,	,	PUNCT
ajis02-3835	408	3	s.	s.	PROPN
ajis02-3835	408	4	,	,	PUNCT
ajis02-3835	408	5	aaltonen	aaltonen	NOUN
ajis02-3835	408	6	,	,	PUNCT
ajis02-3835	408	7	a.	a.	NOUN
ajis02-3835	408	8	(	(	PUNCT
ajis02-3835	408	9	2020	2020	NUM
ajis02-3835	408	10	)	)	PUNCT
ajis02-3835	408	11	.	.	PUNCT
ajis02-3835	409	1	gender	gender	NOUN
ajis02-3835	409	2	bias	bias	NOUN
ajis02-3835	409	3	in	in	ADP
ajis02-3835	409	4	is	be	AUX
ajis02-3835	409	5	research	research	NOUN
ajis02-3835	409	6	:	:	PUNCT
ajis02-3835	409	7	a	a	DET
ajis02-3835	409	8	literature	literature	NOUN
ajis02-3835	409	9	review	review	NOUN
ajis02-3835	409	10	.	.	PUNCT
ajis02-3835	410	1	in	in	ADP
ajis02-3835	410	2	proceedings	proceeding	NOUN
ajis02-3835	410	3	of	of	ADP
ajis02-3835	410	4	the	the	DET
ajis02-3835	410	5	41st	41st	ADJ
ajis02-3835	410	6	international	international	ADJ
ajis02-3835	410	7	conference	conference	NOUN
ajis02-3835	410	8	on	on	ADP
ajis02-3835	410	9	information	information	NOUN
ajis02-3835	410	10	systems	system	NOUN
ajis02-3835	410	11	,	,	PUNCT
ajis02-3835	410	12	hyderabad	hyderabad	PROPN
ajis02-3835	410	13	,	,	PUNCT
ajis02-3835	410	14	india	india	PROPN
ajis02-3835	410	15	.	.	PUNCT
ajis02-3835	410	16	doi	doi	PROPN
ajis02-3835	410	17	:	:	PUNCT
ajis02-3835	410	18	http://dx.doi.org/10.2139/ssrn.3751440	http://dx.doi.org/10.2139/ssrn.3751440	PROPN
ajis02-3835	410	19	mehrabi	mehrabi	NOUN
ajis02-3835	410	20	,	,	PUNCT
ajis02-3835	410	21	n.	n.	NOUN
ajis02-3835	410	22	,	,	PUNCT
ajis02-3835	410	23	morstatter	morstatter	PROPN
ajis02-3835	410	24	,	,	PUNCT
ajis02-3835	410	25	f.	f.	PROPN
ajis02-3835	410	26	,	,	PUNCT
ajis02-3835	410	27	saxena	saxena	PROPN
ajis02-3835	410	28	,	,	PUNCT
ajis02-3835	410	29	n.	n.	PROPN
ajis02-3835	410	30	,	,	PUNCT
ajis02-3835	410	31	lerman	lerman	PROPN
ajis02-3835	410	32	,	,	PUNCT
ajis02-3835	410	33	k.	k.	PROPN
ajis02-3835	410	34	,	,	PUNCT
ajis02-3835	410	35	galstyan	galstyan	PROPN
ajis02-3835	410	36	,	,	PUNCT
ajis02-3835	410	37	a.	a.	NOUN
ajis02-3835	410	38	(	(	PUNCT
ajis02-3835	410	39	2019	2019	NUM
ajis02-3835	410	40	)	)	PUNCT
ajis02-3835	410	41	.	.	PUNCT
ajis02-3835	411	1	a	a	DET
ajis02-3835	411	2	survey	survey	NOUN
ajis02-3835	411	3	on	on	ADP
ajis02-3835	411	4	bias	bias	NOUN
ajis02-3835	411	5	and	and	CCONJ
ajis02-3835	411	6	fairness	fairness	NOUN
ajis02-3835	411	7	in	in	ADP
ajis02-3835	411	8	machine	machine	NOUN
ajis02-3835	411	9	learning	learning	NOUN
ajis02-3835	411	10	.	.	PUNCT
ajis02-3835	412	1	acm	acm	PROPN
ajis02-3835	412	2	computing	computing	NOUN
ajis02-3835	412	3	surveys	survey	NOUN
ajis02-3835	412	4	54	54	NUM
ajis02-3835	412	5	(	(	PUNCT
ajis02-3835	412	6	6	6	NUM
ajis02-3835	412	7	)	)	PUNCT
ajis02-3835	412	8	.	.	PUNCT
ajis02-3835	413	1	https://doi.org/10.1145/3457607	https://doi.org/10.1145/3457607	VERB
ajis02-3835	413	2	mikolov	mikolov	NOUN
ajis02-3835	413	3	,	,	PUNCT
ajis02-3835	413	4	t	t	PROPN
ajis02-3835	413	5	,	,	PUNCT
ajis02-3835	413	6	chen	chen	PROPN
ajis02-3835	413	7	,	,	PUNCT
ajis02-3835	413	8	corrado	corrado	PROPN
ajis02-3835	413	9	,	,	PUNCT
ajis02-3835	413	10	g.	g.	PROPN
ajis02-3835	413	11	s.	s.	PROPN
ajis02-3835	413	12	,	,	PUNCT
ajis02-3835	413	13	dean	dean	PROPN
ajis02-3835	413	14	,	,	PUNCT
ajis02-3835	413	15	j.	j.	PROPN
ajis02-3835	413	16	(	(	PUNCT
ajis02-3835	413	17	2013	2013	NUM
ajis02-3835	413	18	)	)	PUNCT
ajis02-3835	413	19	.	.	PUNCT
ajis02-3835	414	1	efficient	efficient	ADJ
ajis02-3835	414	2	estimation	estimation	NOUN
ajis02-3835	414	3	of	of	ADP
ajis02-3835	414	4	word	word	NOUN
ajis02-3835	414	5	representations	representation	NOUN
ajis02-3835	414	6	in	in	ADP
ajis02-3835	414	7	vector	vector	NOUN
ajis02-3835	414	8	space	space	NOUN
ajis02-3835	414	9	.	.	PUNCT
ajis02-3835	415	1	in	in	ADP
ajis02-3835	415	2	proceedings	proceeding	NOUN
ajis02-3835	415	3	of	of	ADP
ajis02-3835	415	4	the	the	DET
ajis02-3835	415	5	international	international	ADJ
ajis02-3835	415	6	conference	conference	NOUN
ajis02-3835	415	7	on	on	ADP
ajis02-3835	415	8	learning	learn	VERB
ajis02-3835	415	9	representations	representation	NOUN
ajis02-3835	415	10	.	.	PUNCT
ajis02-3835	416	1	retrieved	retrieve	VERB
ajis02-3835	416	2	from	from	ADP
ajis02-3835	416	3	https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41224.pdf	https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41224.pdf	PROPN
ajis02-3835	416	4	miron	miron	PROPN
ajis02-3835	416	5	,	,	PUNCT
ajis02-3835	416	6	m.	m.	NOUN
ajis02-3835	416	7	,	,	PUNCT
ajis02-3835	416	8	tolan	tolan	PROPN
ajis02-3835	416	9	,	,	PUNCT
ajis02-3835	416	10	s.	s.	PROPN
ajis02-3835	416	11	,	,	PUNCT
ajis02-3835	416	12	gomez	gomez	PROPN
ajis02-3835	416	13	,	,	PUNCT
ajis02-3835	416	14	e.	e.	PROPN
ajis02-3835	416	15	,	,	PUNCT
ajis02-3835	416	16	castillo	castillo	PROPN
ajis02-3835	416	17	,	,	PUNCT
ajis02-3835	416	18	c.	c.	PROPN
ajis02-3835	416	19	(	(	PUNCT
ajis02-3835	416	20	2020	2020	NUM
ajis02-3835	416	21	)	)	PUNCT
ajis02-3835	416	22	.	.	PUNCT
ajis02-3835	417	1	evaluating	evaluate	VERB
ajis02-3835	417	2	causes	cause	NOUN
ajis02-3835	417	3	of	of	ADP
ajis02-3835	417	4	algorithmic	algorithmic	ADJ
ajis02-3835	417	5	bias	bias	NOUN
ajis02-3835	417	6	in	in	ADP
ajis02-3835	417	7	juvenile	juvenile	ADJ
ajis02-3835	417	8	criminal	criminal	ADJ
ajis02-3835	417	9	recidivism	recidivism	NOUN
ajis02-3835	417	10	.	.	PUNCT
ajis02-3835	418	1	artificial	artificial	ADJ
ajis02-3835	418	2	law	law	NOUN
ajis02-3835	418	3	and	and	CCONJ
ajis02-3835	418	4	intelligence	intelligence	NOUN
ajis02-3835	418	5	,	,	PUNCT
ajis02-3835	418	6	29(2	29(2	NUM
ajis02-3835	418	7	)	)	PUNCT
ajis02-3835	418	8	,	,	PUNCT
ajis02-3835	418	9	111	111	NUM
ajis02-3835	418	10	-	-	SYM
ajis02-3835	418	11	147	147	NUM
ajis02-3835	418	12	.	.	PUNCT
ajis02-3835	419	1	nadeem	nadeem	PROPN
ajis02-3835	419	2	,	,	PUNCT
ajis02-3835	419	3	a.	a.	PROPN
ajis02-3835	419	4	,	,	PUNCT
ajis02-3835	419	5	abedin	abedin	PROPN
ajis02-3835	419	6	,	,	PUNCT
ajis02-3835	419	7	b.	b.	PROPN
ajis02-3835	419	8	,	,	PUNCT
ajis02-3835	419	9	marjanovic	marjanovic	NOUN
ajis02-3835	419	10	,	,	PUNCT
ajis02-3835	419	11	o.	o.	PROPN
ajis02-3835	419	12	(	(	PUNCT
ajis02-3835	419	13	2020	2020	NUM
ajis02-3835	419	14	)	)	PUNCT
ajis02-3835	419	15	.	.	PUNCT
ajis02-3835	420	1	gender	gender	NOUN
ajis02-3835	420	2	bias	bias	NOUN
ajis02-3835	420	3	in	in	ADP
ajis02-3835	420	4	ai	ai	NOUN
ajis02-3835	420	5	:	:	PUNCT
ajis02-3835	420	6	a	a	DET
ajis02-3835	420	7	review	review	NOUN
ajis02-3835	420	8	of	of	ADP
ajis02-3835	420	9	contributing	contribute	VERB
ajis02-3835	420	10	factors	factor	NOUN
ajis02-3835	420	11	and	and	CCONJ
ajis02-3835	420	12	mitigating	mitigate	VERB
ajis02-3835	420	13	strategies	strategy	NOUN
ajis02-3835	420	14	.	.	PUNCT
ajis02-3835	421	1	in	in	ADP
ajis02-3835	421	2	proceedings	proceeding	NOUN
ajis02-3835	421	3	of	of	ADP
ajis02-3835	421	4	the	the	DET
ajis02-3835	421	5	australasian	australasian	ADJ
ajis02-3835	421	6	conference	conference	NOUN
ajis02-3835	421	7	on	on	ADP
ajis02-3835	421	8	information	information	NOUN
ajis02-3835	421	9	systems	system	NOUN
ajis02-3835	421	10	,	,	PUNCT
ajis02-3835	421	11	wellington	wellington	PROPN
ajis02-3835	421	12	,	,	PUNCT
ajis02-3835	421	13	new	new	PROPN
ajis02-3835	421	14	zealand	zealand	PROPN
ajis02-3835	421	15	.	.	PUNCT
ajis02-3835	422	1	https://aisel.aisnet.org/acis2020/27	https://aisel.aisnet.org/acis2020/27	PROPN
ajis02-3835	422	2	nadeem	nadeem	PROPN
ajis02-3835	422	3	,	,	PUNCT
ajis02-3835	422	4	a.	a.	PROPN
ajis02-3835	422	5	,	,	PUNCT
ajis02-3835	422	6	marjanovic	marjanovic	NOUN
ajis02-3835	422	7	,	,	PUNCT
ajis02-3835	422	8	o.	o.	PROPN
ajis02-3835	422	9	,	,	PUNCT
ajis02-3835	422	10	abedin	abedin	PROPN
ajis02-3835	422	11	,	,	PUNCT
ajis02-3835	422	12	b.	b.	PROPN
ajis02-3835	422	13	(	(	PUNCT
ajis02-3835	422	14	2021	2021	NUM
ajis02-3835	422	15	)	)	PUNCT
ajis02-3835	422	16	.	.	PUNCT
ajis02-3835	423	1	gender	gender	NOUN
ajis02-3835	423	2	bias	bias	NOUN
ajis02-3835	423	3	in	in	ADP
ajis02-3835	423	4	ai	ai	NOUN
ajis02-3835	423	5	:	:	PUNCT
ajis02-3835	423	6	implications	implication	NOUN
ajis02-3835	423	7	for	for	ADP
ajis02-3835	423	8	managerial	managerial	ADJ
ajis02-3835	423	9	practices	practice	NOUN
ajis02-3835	423	10	.	.	PUNCT
ajis02-3835	424	1	13e	13e	NOUN
ajis02-3835	424	2	2021	2021	NUM
ajis02-3835	424	3	.	.	PUNCT
ajis02-3835	425	1	responsible	responsible	ADJ
ajis02-3835	425	2	ai	ai	NOUN
ajis02-3835	425	3	and	and	CCONJ
ajis02-3835	425	4	analytics	analytic	NOUN
ajis02-3835	425	5	for	for	ADP
ajis02-3835	425	6	an	an	DET
ajis02-3835	425	7	ethical	ethical	ADJ
ajis02-3835	425	8	and	and	CCONJ
ajis02-3835	425	9	inclusive	inclusive	ADJ
ajis02-3835	425	10	digitized	digitize	VERB
ajis02-3835	425	11	society	society	NOUN
ajis02-3835	425	12	.	.	PUNCT
ajis02-3835	426	1	doi	doi	NOUN
ajis02-3835	426	2	:	:	PUNCT
ajis02-3835	426	3	https://link.springer.com/chapter/10.1007/978-3-030-85447-8_23	https://link.springer.com/chapter/10.1007/978-3-030-85447-8_23	NOUN
ajis02-3835	426	4	niehaus	niehaus	PROPN
ajis02-3835	426	5	,	,	PUNCT
ajis02-3835	426	6	f.	f.	PROPN
ajis02-3835	426	7	,	,	PUNCT
ajis02-3835	426	8	wiesche	wiesche	NOUN
ajis02-3835	426	9	,	,	PUNCT
ajis02-3835	426	10	m.	m.	NOUN
ajis02-3835	426	11	(	(	PUNCT
ajis02-3835	426	12	2021	2021	NUM
ajis02-3835	426	13	)	)	PUNCT
ajis02-3835	426	14	.	.	PUNCT
ajis02-3835	427	1	a	a	DET
ajis02-3835	427	2	socio	socio	NOUN
ajis02-3835	427	3	-	-	PUNCT
ajis02-3835	427	4	technical	technical	ADJ
ajis02-3835	427	5	perspective	perspective	NOUN
ajis02-3835	427	6	on	on	ADP
ajis02-3835	427	7	organizational	organizational	ADJ
ajis02-3835	427	8	interaction	interaction	NOUN
ajis02-3835	427	9	with	with	ADP
ajis02-3835	427	10	ai	ai	NOUN
ajis02-3835	427	11	:	:	PUNCT
ajis02-3835	427	12	a	a	DET
ajis02-3835	427	13	literature	literature	NOUN
ajis02-3835	427	14	review	review	NOUN
ajis02-3835	427	15	.	.	PUNCT
ajis02-3835	428	1	in	in	ADP
ajis02-3835	428	2	proceedings	proceeding	NOUN
ajis02-3835	428	3	of	of	ADP
ajis02-3835	428	4	european	european	ADJ
ajis02-3835	428	5	conference	conference	PROPN
ajis02-3835	428	6	on	on	ADP
ajis02-3835	428	7	information	information	NOUN
ajis02-3835	428	8	systems	system	NOUN
ajis02-3835	428	9	2021	2021	NUM
ajis02-3835	428	10	.	.	PUNCT
ajis02-3835	429	1	doi	doi	NOUN
ajis02-3835	429	2	:	:	PUNCT
ajis02-3835	429	3	https://aisel.aisnet.org/ecis2021_rp/156	https://aisel.aisnet.org/ecis2021_rp/156	PROPN
ajis02-3835	429	4	ntoutsi	ntoutsi	PROPN
ajis02-3835	429	5	,	,	PUNCT
ajis02-3835	429	6	e.	e.	PROPN
ajis02-3835	429	7	,	,	PUNCT
ajis02-3835	429	8	fafalios	fafalio	NOUN
ajis02-3835	429	9	,	,	PUNCT
ajis02-3835	429	10	p.	p.	NOUN
ajis02-3835	429	11	,	,	PUNCT
ajis02-3835	429	12	…	…	PUNCT
ajis02-3835	429	13	,	,	PUNCT
ajis02-3835	429	14	staab	staab	PROPN
ajis02-3835	429	15	,	,	PUNCT
ajis02-3835	429	16	s.	s.	PROPN
ajis02-3835	429	17	,	,	PUNCT
ajis02-3835	429	18	(	(	PUNCT
ajis02-3835	429	19	2019	2019	NUM
ajis02-3835	429	20	)	)	PUNCT
ajis02-3835	429	21	.	.	PUNCT
ajis02-3835	430	1	bias	bias	NOUN
ajis02-3835	430	2	in	in	ADP
ajis02-3835	430	3	data	data	NOUN
ajis02-3835	430	4	-	-	PUNCT
ajis02-3835	430	5	driven	drive	VERB
ajis02-3835	430	6	artificial	artificial	ADJ
ajis02-3835	430	7	intelligence	intelligence	NOUN
ajis02-3835	430	8	systems	system	NOUN
ajis02-3835	430	9	–	–	PUNCT
ajis02-3835	430	10	an	an	DET
ajis02-3835	430	11	introductory	introductory	ADJ
ajis02-3835	430	12	survey	survey	NOUN
ajis02-3835	430	13	.	.	PUNCT
ajis02-3835	431	1	data	datum	NOUN
ajis02-3835	431	2	mining	mining	NOUN
ajis02-3835	431	3	and	and	CCONJ
ajis02-3835	431	4	knowledge	knowledge	NOUN
ajis02-3835	431	5	discovery	discovery	NOUN
ajis02-3835	431	6	,	,	PUNCT
ajis02-3835	431	7	10(3	10(3	NUM
ajis02-3835	431	8	)	)	PUNCT
ajis02-3835	431	9	.	.	PUNCT
ajis02-3835	432	1	doi	doi	PROPN
ajis02-3835	432	2	:	:	PUNCT
ajis02-3835	432	3	https://doi.org/10.1002/widm.1356	https://doi.org/10.1002/widm.1356	VERB
ajis02-3835	432	4	noriega	noriega	PROPN
ajis02-3835	432	5	.	.	PROPN
ajis02-3835	432	6	,	,	PUNCT
ajis02-3835	432	7	m.	m.	NOUN
ajis02-3835	432	8	(	(	PUNCT
ajis02-3835	432	9	2020	2020	NUM
ajis02-3835	432	10	)	)	PUNCT
ajis02-3835	432	11	.	.	PUNCT
ajis02-3835	433	1	the	the	DET
ajis02-3835	433	2	application	application	NOUN
ajis02-3835	433	3	of	of	ADP
ajis02-3835	433	4	artificial	artificial	ADJ
ajis02-3835	433	5	intelligence	intelligence	NOUN
ajis02-3835	433	6	in	in	ADP
ajis02-3835	433	7	police	police	NOUN
ajis02-3835	433	8	interrogations	interrogation	NOUN
ajis02-3835	433	9	:	:	PUNCT
ajis02-3835	433	10	an	an	DET
ajis02-3835	433	11	analysis	analysis	NOUN
ajis02-3835	433	12	addressing	address	VERB
ajis02-3835	433	13	the	the	DET
ajis02-3835	433	14	proposed	propose	VERB
ajis02-3835	433	15	effect	effect	NOUN
ajis02-3835	433	16	ai	ai	VERB
ajis02-3835	433	17	has	have	VERB
ajis02-3835	433	18	on	on	ADP
ajis02-3835	433	19	racial	racial	ADJ
ajis02-3835	433	20	and	and	CCONJ
ajis02-3835	433	21	gender	gender	NOUN
ajis02-3835	433	22	bias	bias	NOUN
ajis02-3835	433	23	,	,	PUNCT
ajis02-3835	433	24	cooperation	cooperation	NOUN
ajis02-3835	433	25	,	,	PUNCT
ajis02-3835	433	26	and	and	CCONJ
ajis02-3835	433	27	false	false	ADJ
ajis02-3835	433	28	confessions	confession	NOUN
ajis02-3835	433	29	.	.	PUNCT
ajis02-3835	434	1	futures	future	NOUN
ajis02-3835	434	2	,	,	PUNCT
ajis02-3835	434	3	117	117	NUM
ajis02-3835	434	4	.	.	PUNCT
ajis02-3835	434	5	doi:10.1016	doi:10.1016	PROPN
ajis02-3835	434	6	/	/	SYM
ajis02-3835	434	7	j.futures.2019.102510	j.futures.2019.102510	PROPN
ajis02-3835	434	8	https://doi.org/10.1016/j.jsis.2021.101683	https://doi.org/10.1016/j.jsis.2021.101683	PROPN
ajis02-3835	434	9	https://doi.org/10.1515/pjbr-2020-0030	https://doi.org/10.1515/pjbr-2020-0030	PROPN
ajis02-3835	434	10	https://doi.org/10.1515/pjbr-2020-0030	https://doi.org/10.1515/pjbr-2020-0030	PROPN
ajis02-3835	434	11	https://dx.doi.org/10.2139/ssrn.3751440	https://dx.doi.org/10.2139/ssrn.3751440	NUM
ajis02-3835	434	12	https://dl.acm.org/toc/csur/2022/54/6	https://dl.acm.org/toc/csur/2022/54/6	PROPN
ajis02-3835	434	13	https://doi.org/10.1002/widm.1356	https://doi.org/10.1002/widm.1356	VERB
ajis02-3835	434	14	http://dx.doi.org/10.1016/j.futures.2019.102510	http://dx.doi.org/10.1016/j.futures.2019.102510	NUM
ajis02-3835	434	15	australasian	australasian	ADJ
ajis02-3835	434	16	journal	journal	NOUN
ajis02-3835	434	17	of	of	ADP
ajis02-3835	434	18	information	information	NOUN
ajis02-3835	434	19	systems	system	NOUN
ajis02-3835	434	20	nadeem	nadeem	PROPN
ajis02-3835	434	21	,	,	PUNCT
ajis02-3835	434	22	marjanovic	marjanovic	PROPN
ajis02-3835	434	23	&	&	CCONJ
ajis02-3835	434	24	abedin	abedin	PROPN
ajis02-3835	434	25	2022	2022	NUM
ajis02-3835	434	26	,	,	PUNCT
ajis02-3835	434	27	vol	vol	NOUN
ajis02-3835	434	28	26	26	NUM
ajis02-3835	434	29	,	,	PUNCT
ajis02-3835	434	30	selected	select	VERB
ajis02-3835	434	31	papers	paper	NOUN
ajis02-3835	434	32	from	from	ADP
ajis02-3835	434	33	acis	acis	PROPN
ajis02-3835	434	34	2020	2020	NUM
ajis02-3835	434	35	gender	gender	NOUN
ajis02-3835	434	36	bias	bias	NOUN
ajis02-3835	434	37	in	in	ADP
ajis02-3835	434	38	ai	ai	PROPN
ajis02-3835	434	39	21	21	NUM
ajis02-3835	434	40	pare	pare	NOUN
ajis02-3835	434	41	`	`	PUNCT
ajis02-3835	434	42	,	,	PUNCT
ajis02-3835	434	43	g.	g.	PROPN
ajis02-3835	434	44	,	,	PUNCT
ajis02-3835	434	45	trudel	trudel	PROPN
ajis02-3835	434	46	,	,	PUNCT
ajis02-3835	434	47	m	m	PROPN
ajis02-3835	434	48	-	-	PROPN
ajis02-3835	434	49	c.	c.	PROPN
ajis02-3835	434	50	,	,	PUNCT
ajis02-3835	434	51	jaana	jaana	PROPN
ajis02-3835	434	52	,	,	PUNCT
ajis02-3835	434	53	m.	m.	NOUN
ajis02-3835	434	54	,	,	PUNCT
ajis02-3835	434	55	kitsiou	kitsiou	NOUN
ajis02-3835	434	56	,	,	PUNCT
ajis02-3835	434	57	s.	s.	PROPN
ajis02-3835	434	58	(	(	PUNCT
ajis02-3835	434	59	2015	2015	NUM
ajis02-3835	434	60	)	)	PUNCT
ajis02-3835	434	61	.	.	PUNCT
ajis02-3835	435	1	synthesizing	synthesize	VERB
ajis02-3835	435	2	information	information	NOUN
ajis02-3835	435	3	systems	system	NOUN
ajis02-3835	435	4	knowledge	knowledge	NOUN
ajis02-3835	435	5	:	:	PUNCT
ajis02-3835	435	6	a	a	DET
ajis02-3835	435	7	typology	typology	NOUN
ajis02-3835	435	8	of	of	ADP
ajis02-3835	435	9	literature	literature	NOUN
ajis02-3835	435	10	reviews	review	NOUN
ajis02-3835	435	11	.	.	PUNCT
ajis02-3835	436	1	information	information	NOUN
ajis02-3835	436	2	&	&	CCONJ
ajis02-3835	436	3	management	management	PROPN
ajis02-3835	436	4	,	,	PUNCT
ajis02-3835	436	5	52(2	52(2	NUM
ajis02-3835	436	6	)	)	PUNCT
ajis02-3835	436	7	183	183	NUM
ajis02-3835	436	8	-	-	SYM
ajis02-3835	436	9	199	199	NUM
ajis02-3835	436	10	.	.	PUNCT
ajis02-3835	437	1	parikh	parikh	PROPN
ajis02-3835	437	2	,	,	PUNCT
ajis02-3835	437	3	r.b	r.b	PROPN
ajis02-3835	437	4	.	.	PROPN
ajis02-3835	437	5	,	,	PUNCT
ajis02-3835	437	6	teeple	teeple	PROPN
ajis02-3835	437	7	,	,	PUNCT
ajis02-3835	437	8	s.	s.	PROPN
ajis02-3835	437	9	,	,	PUNCT
ajis02-3835	437	10	navathe	navathe	PROPN
ajis02-3835	437	11	,	,	PUNCT
ajis02-3835	437	12	a.m.	a.m.	PROPN
ajis02-3835	437	13	(	(	PUNCT
ajis02-3835	437	14	2019	2019	NUM
ajis02-3835	437	15	)	)	PUNCT
ajis02-3835	437	16	.	.	PUNCT
ajis02-3835	438	1	addressing	address	VERB
ajis02-3835	438	2	bias	bias	NOUN
ajis02-3835	438	3	in	in	ADP
ajis02-3835	438	4	artificial	artificial	ADJ
ajis02-3835	438	5	intelligence	intelligence	NOUN
ajis02-3835	438	6	in	in	ADP
ajis02-3835	438	7	health	health	NOUN
ajis02-3835	438	8	care	care	NOUN
ajis02-3835	438	9	.	.	PUNCT
ajis02-3835	439	1	jama	jama	PROPN
ajis02-3835	439	2	.	.	PUNCT
ajis02-3835	440	1	doi	doi	PROPN
ajis02-3835	440	2	:	:	PUNCT
ajis02-3835	440	3	https://pubmed.ncbi.nlm.nih.gov/31755905/	https://pubmed.ncbi.nlm.nih.gov/31755905/	PROPN
ajis02-3835	440	4	parsheera	parsheera	NOUN
ajis02-3835	440	5	,	,	PUNCT
ajis02-3835	440	6	s.	s.	PROPN
ajis02-3835	440	7	(	(	PUNCT
ajis02-3835	440	8	2018	2018	NUM
ajis02-3835	440	9	)	)	PUNCT
ajis02-3835	440	10	.	.	PUNCT
ajis02-3835	441	1	a	a	DET
ajis02-3835	441	2	gendered	gendere	VERB
ajis02-3835	441	3	perspective	perspective	NOUN
ajis02-3835	441	4	on	on	ADP
ajis02-3835	441	5	artificial	artificial	ADJ
ajis02-3835	441	6	intelligence	intelligence	NOUN
ajis02-3835	441	7	.	.	PUNCT
ajis02-3835	442	1	in	in	ADP
ajis02-3835	442	2	proceeding	proceeding	NOUN
ajis02-3835	442	3	of	of	ADP
ajis02-3835	442	4	itu	itu	PROPN
ajis02-3835	442	5	kaleidoscope	kaleidoscope	PROPN
ajis02-3835	442	6	–	–	PUNCT
ajis02-3835	442	7	machine	machine	NOUN
ajis02-3835	442	8	learning	learn	VERB
ajis02-3835	442	9	for	for	ADP
ajis02-3835	442	10	a	a	DET
ajis02-3835	442	11	5	5	NUM
ajis02-3835	442	12	g	g	NOUN
ajis02-3835	442	13	future	future	NOUN
ajis02-3835	442	14	.	.	PUNCT
ajis02-3835	443	1	doi	doi	NOUN
ajis02-3835	443	2	:	:	PUNCT
ajis02-3835	443	3	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3374955	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3374955	PROPN
ajis02-3835	443	4	petersen	petersen	PROPN
ajis02-3835	443	5	,	,	PUNCT
ajis02-3835	443	6	k.	k.	PROPN
ajis02-3835	443	7	,	,	PUNCT
ajis02-3835	443	8	vakkalanka	vakkalanka	PROPN
ajis02-3835	443	9	,	,	PUNCT
ajis02-3835	443	10	s.	s.	PROPN
ajis02-3835	443	11	,	,	PUNCT
ajis02-3835	443	12	kuzniarz	kuzniarz	PROPN
ajis02-3835	443	13	,	,	PUNCT
ajis02-3835	443	14	j.	j.	PROPN
ajis02-3835	443	15	(	(	PUNCT
ajis02-3835	443	16	2015	2015	NUM
ajis02-3835	443	17	)	)	PUNCT
ajis02-3835	443	18	.	.	PUNCT
ajis02-3835	444	1	guidelines	guideline	NOUN
ajis02-3835	444	2	for	for	ADP
ajis02-3835	444	3	conducting	conduct	VERB
ajis02-3835	444	4	systematic	systematic	ADJ
ajis02-3835	444	5	mapping	mapping	NOUN
ajis02-3835	444	6	studies	study	NOUN
ajis02-3835	444	7	in	in	ADP
ajis02-3835	444	8	software	software	NOUN
ajis02-3835	444	9	engineering	engineering	NOUN
ajis02-3835	444	10	:	:	PUNCT
ajis02-3835	444	11	an	an	DET
ajis02-3835	444	12	update	update	NOUN
ajis02-3835	444	13	.	.	PUNCT
ajis02-3835	445	1	information	information	NOUN
ajis02-3835	445	2	and	and	CCONJ
ajis02-3835	445	3	software	software	NOUN
ajis02-3835	445	4	technology	technology	NOUN
ajis02-3835	445	5	,	,	PUNCT
ajis02-3835	445	6	64	64	NUM
ajis02-3835	445	7	,	,	PUNCT
ajis02-3835	445	8	1	1	NUM
ajis02-3835	445	9	-	-	SYM
ajis02-3835	445	10	18	18	NUM
ajis02-3835	445	11	.	.	PUNCT
ajis02-3835	446	1	paulus	paulus	PROPN
ajis02-3835	446	2	,	,	PUNCT
ajis02-3835	446	3	j.	j.	PROPN
ajis02-3835	446	4	k.	k.	PROPN
ajis02-3835	446	5	,	,	PUNCT
ajis02-3835	446	6	kent	kent	PROPN
ajis02-3835	446	7	,	,	PUNCT
ajis02-3835	446	8	d.	d.	PROPN
ajis02-3835	446	9	m.	m.	PROPN
ajis02-3835	446	10	(	(	PUNCT
ajis02-3835	446	11	2020	2020	NUM
ajis02-3835	446	12	)	)	PUNCT
ajis02-3835	446	13	.	.	PUNCT
ajis02-3835	447	1	predictably	predictably	ADV
ajis02-3835	447	2	unequal	unequal	ADJ
ajis02-3835	447	3	:	:	PUNCT
ajis02-3835	447	4	understanding	understanding	NOUN
ajis02-3835	447	5	and	and	CCONJ
ajis02-3835	447	6	addressing	address	VERB
ajis02-3835	447	7	concerns	concern	NOUN
ajis02-3835	447	8	that	that	SCONJ
ajis02-3835	447	9	algorithmic	algorithmic	ADJ
ajis02-3835	447	10	clinical	clinical	ADJ
ajis02-3835	447	11	prediction	prediction	NOUN
ajis02-3835	447	12	may	may	AUX
ajis02-3835	447	13	increase	increase	VERB
ajis02-3835	447	14	health	health	NOUN
ajis02-3835	447	15	disparities	disparity	NOUN
ajis02-3835	447	16	.	.	PUNCT
ajis02-3835	448	1	digital	digital	ADJ
ajis02-3835	448	2	medicine	medicine	NOUN
ajis02-3835	448	3	,	,	PUNCT
ajis02-3835	448	4	99	99	NUM
ajis02-3835	448	5	(	(	PUNCT
ajis02-3835	448	6	3	3	NUM
ajis02-3835	448	7	)	)	PUNCT
ajis02-3835	448	8	.	.	PUNCT
ajis02-3835	449	1	https://doi.org/10.1038/s41746-020-0304-9	https://doi.org/10.1038/s41746-020-0304-9	PROPN
ajis02-3835	449	2	piano	piano	NOUN
ajis02-3835	449	3	,	,	PUNCT
ajis02-3835	449	4	s.l	s.l	PROPN
ajis02-3835	449	5	.	.	PROPN
ajis02-3835	449	6	(	(	PUNCT
ajis02-3835	449	7	2020	2020	NUM
ajis02-3835	449	8	)	)	PUNCT
ajis02-3835	449	9	.	.	PUNCT
ajis02-3835	450	1	ethical	ethical	ADJ
ajis02-3835	450	2	principles	principle	NOUN
ajis02-3835	450	3	in	in	ADP
ajis02-3835	450	4	machine	machine	NOUN
ajis02-3835	450	5	learning	learning	NOUN
ajis02-3835	450	6	and	and	CCONJ
ajis02-3835	450	7	artificial	artificial	ADJ
ajis02-3835	450	8	intelligence	intelligence	NOUN
ajis02-3835	450	9	:	:	PUNCT
ajis02-3835	450	10	cases	case	NOUN
ajis02-3835	450	11	from	from	ADP
ajis02-3835	450	12	the	the	DET
ajis02-3835	450	13	field	field	NOUN
ajis02-3835	450	14	and	and	CCONJ
ajis02-3835	450	15	possible	possible	ADJ
ajis02-3835	450	16	ways	way	NOUN
ajis02-3835	450	17	forward	forward	ADV
ajis02-3835	450	18	.	.	PUNCT
ajis02-3835	451	1	humanities	humanity	NOUN
ajis02-3835	451	2	and	and	CCONJ
ajis02-3835	451	3	social	social	ADJ
ajis02-3835	451	4	sciences	science	NOUN
ajis02-3835	451	5	communications	communication	NOUN
ajis02-3835	451	6	.	.	PUNCT
ajis02-3835	452	1	doi	doi	NOUN
ajis02-3835	452	2	:	:	PUNCT
ajis02-3835	452	3	https://www.nature.com/articles/s41599-020-0501-9	https://www.nature.com/articles/s41599-020-0501-9	NUM
ajis02-3835	452	4	prates	prate	NOUN
ajis02-3835	452	5	,	,	PUNCT
ajis02-3835	452	6	m.	m.	NOUN
ajis02-3835	452	7	,	,	PUNCT
ajis02-3835	452	8	avelar	avelar	PROPN
ajis02-3835	452	9	,	,	PUNCT
ajis02-3835	452	10	p.	p.	PROPN
ajis02-3835	452	11	,	,	PUNCT
ajis02-3835	452	12	lamb	lamb	PROPN
ajis02-3835	452	13	,	,	PUNCT
ajis02-3835	452	14	l.c	l.c	PROPN
ajis02-3835	452	15	.	.	PROPN
ajis02-3835	452	16	(	(	PUNCT
ajis02-3835	452	17	2018	2018	NUM
ajis02-3835	452	18	)	)	PUNCT
ajis02-3835	452	19	.	.	PUNCT
ajis02-3835	453	1	assessing	assess	VERB
ajis02-3835	453	2	gender	gender	NOUN
ajis02-3835	453	3	bias	bias	NOUN
ajis02-3835	453	4	in	in	ADP
ajis02-3835	453	5	machine	machine	NOUN
ajis02-3835	453	6	translation	translation	NOUN
ajis02-3835	453	7	–	–	PUNCT
ajis02-3835	453	8	a	a	DET
ajis02-3835	453	9	case	case	NOUN
ajis02-3835	453	10	study	study	NOUN
ajis02-3835	453	11	with	with	ADP
ajis02-3835	453	12	google	google	PROPN
ajis02-3835	453	13	translate	translate	PROPN
ajis02-3835	453	14	.	.	PUNCT
ajis02-3835	454	1	neural	neural	ADJ
ajis02-3835	454	2	computing	computing	NOUN
ajis02-3835	454	3	and	and	CCONJ
ajis02-3835	454	4	applications	application	NOUN
ajis02-3835	454	5	.	.	PUNCT
ajis02-3835	455	1	32	32	NUM
ajis02-3835	455	2	,	,	PUNCT
ajis02-3835	455	3	6363	6363	NUM
ajis02-3835	455	4	–	–	PUNCT
ajis02-3835	455	5	6381	6381	NUM
ajis02-3835	455	6	.	.	PUNCT
ajis02-3835	456	1	qureshi	qureshi	PROPN
ajis02-3835	456	2	,	,	PUNCT
ajis02-3835	456	3	b.	b.	PROPN
ajis02-3835	456	4	,	,	PUNCT
ajis02-3835	456	5	kamiran	kamiran	PROPN
ajis02-3835	456	6	,	,	PUNCT
ajis02-3835	456	7	f.	f.	PROPN
ajis02-3835	456	8	,	,	PUNCT
ajis02-3835	456	9	karim	karim	PROPN
ajis02-3835	456	10	,	,	PUNCT
ajis02-3835	456	11	a.	a.	PROPN
ajis02-3835	456	12	,	,	PUNCT
ajis02-3835	456	13	ruggieri	ruggieri	PROPN
ajis02-3835	456	14	,	,	PUNCT
ajis02-3835	456	15	s.	s.	PROPN
ajis02-3835	456	16	,	,	PUNCT
ajis02-3835	456	17	pedreschi	pedreschi	PROPN
ajis02-3835	456	18	,	,	PUNCT
ajis02-3835	456	19	d.	d.	PROPN
ajis02-3835	456	20	(	(	PUNCT
ajis02-3835	456	21	2020	2020	NUM
ajis02-3835	456	22	)	)	PUNCT
ajis02-3835	456	23	.	.	PUNCT
ajis02-3835	457	1	causal	causal	ADJ
ajis02-3835	457	2	inference	inference	NOUN
ajis02-3835	457	3	for	for	ADP
ajis02-3835	457	4	social	social	ADJ
ajis02-3835	457	5	discrimination	discrimination	NOUN
ajis02-3835	457	6	reasoning	reasoning	NOUN
ajis02-3835	457	7	.	.	PUNCT
ajis02-3835	458	1	journal	journal	NOUN
ajis02-3835	458	2	of	of	ADP
ajis02-3835	458	3	intelligent	intelligent	ADJ
ajis02-3835	458	4	information	information	NOUN
ajis02-3835	458	5	systems	system	NOUN
ajis02-3835	458	6	,	,	PUNCT
ajis02-3835	458	7	54	54	NUM
ajis02-3835	458	8	,	,	PUNCT
ajis02-3835	458	9	425	425	NUM
ajis02-3835	458	10	-	-	SYM
ajis02-3835	458	11	437	437	NUM
ajis02-3835	458	12	.	.	PUNCT
ajis02-3835	459	1	robert	robert	PROPN
ajis02-3835	459	2	,	,	PUNCT
ajis02-3835	459	3	l.p	l.p	PROPN
ajis02-3835	459	4	.	.	PROPN
ajis02-3835	459	5	,	,	PUNCT
ajis02-3835	459	6	pierce	pierce	PROPN
ajis02-3835	459	7	,	,	PUNCT
ajis02-3835	459	8	c.	c.	PROPN
ajis02-3835	459	9	,	,	PUNCT
ajis02-3835	459	10	marquis	marquis	PROPN
ajis02-3835	459	11	,	,	PUNCT
ajis02-3835	459	12	l.	l.	PROPN
ajis02-3835	459	13	,	,	PUNCT
ajis02-3835	459	14	kim	kim	PROPN
ajis02-3835	459	15	,	,	PUNCT
ajis02-3835	459	16	s.	s.	PROPN
ajis02-3835	459	17	,	,	PUNCT
ajis02-3835	459	18	alahmad	alahmad	ADJ
ajis02-3835	459	19	,	,	PUNCT
ajis02-3835	459	20	r.	r.	PROPN
ajis02-3835	459	21	(	(	PUNCT
ajis02-3835	459	22	2020	2020	NUM
ajis02-3835	459	23	)	)	PUNCT
ajis02-3835	459	24	.	.	PUNCT
ajis02-3835	460	1	designing	design	VERB
ajis02-3835	460	2	fair	fair	ADJ
ajis02-3835	460	3	ai	ai	VERB
ajis02-3835	460	4	for	for	ADP
ajis02-3835	460	5	managing	manage	VERB
ajis02-3835	460	6	employees	employee	NOUN
ajis02-3835	460	7	in	in	ADP
ajis02-3835	460	8	organizations	organization	NOUN
ajis02-3835	460	9	:	:	PUNCT
ajis02-3835	460	10	a	a	DET
ajis02-3835	460	11	review	review	NOUN
ajis02-3835	460	12	,	,	PUNCT
ajis02-3835	460	13	critique	critique	NOUN
ajis02-3835	460	14	,	,	PUNCT
ajis02-3835	460	15	and	and	CCONJ
ajis02-3835	460	16	design	design	NOUN
ajis02-3835	460	17	agenda	agenda	NOUN
ajis02-3835	460	18	.	.	PUNCT
ajis02-3835	461	1	human	human	ADJ
ajis02-3835	461	2	computer	computer	NOUN
ajis02-3835	461	3	interaction	interaction	NOUN
ajis02-3835	461	4	.	.	PUNCT
ajis02-3835	462	1	35(5	35(5	NUM
ajis02-3835	462	2	-	-	SYM
ajis02-3835	462	3	6	6	NUM
ajis02-3835	462	4	)	)	PUNCT
ajis02-3835	462	5	.	.	PUNCT
ajis02-3835	463	1	doi	doi	NOUN
ajis02-3835	463	2	:	:	PUNCT
ajis02-3835	463	3	https://doi.org/10.1080/07370024.2020.1735391	https://doi.org/10.1080/07370024.2020.1735391	PROPN
ajis02-3835	463	4	robnett	robnett	PROPN
ajis02-3835	463	5	,	,	PUNCT
ajis02-3835	463	6	r.	r.	PROPN
ajis02-3835	463	7	d.	d.	PROPN
ajis02-3835	463	8	(	(	PUNCT
ajis02-3835	463	9	2015	2015	NUM
ajis02-3835	463	10	)	)	PUNCT
ajis02-3835	463	11	.	.	PUNCT
ajis02-3835	464	1	gender	gender	NOUN
ajis02-3835	464	2	bias	bias	NOUN
ajis02-3835	464	3	in	in	ADP
ajis02-3835	464	4	stem	stem	NOUN
ajis02-3835	464	5	fields	field	NOUN
ajis02-3835	464	6	:	:	PUNCT
ajis02-3835	464	7	variation	variation	NOUN
ajis02-3835	464	8	in	in	ADP
ajis02-3835	464	9	prevalence	prevalence	NOUN
ajis02-3835	464	10	and	and	CCONJ
ajis02-3835	464	11	links	link	NOUN
ajis02-3835	464	12	to	to	PART
ajis02-3835	464	13	stem	stem	VERB
ajis02-3835	464	14	self	self	NOUN
ajis02-3835	464	15	-	-	PUNCT
ajis02-3835	464	16	concept	concept	NOUN
ajis02-3835	464	17	.	.	PUNCT
ajis02-3835	465	1	psychology	psychology	NOUN
ajis02-3835	465	2	of	of	ADP
ajis02-3835	465	3	women	woman	NOUN
ajis02-3835	465	4	quarterly	quarterly	ADV
ajis02-3835	465	5	,	,	PUNCT
ajis02-3835	465	6	40(1	40(1	NOUN
ajis02-3835	465	7	)	)	PUNCT
ajis02-3835	465	8	.	.	PUNCT
ajis02-3835	466	1	https://doi.org/10.1177/0361684315596162	https://doi.org/10.1177/0361684315596162	PROPN
ajis02-3835	466	2	sarker	sarker	PROPN
ajis02-3835	466	3	,	,	PUNCT
ajis02-3835	466	4	s.	s.	PROPN
ajis02-3835	466	5	,	,	PUNCT
ajis02-3835	466	6	chatterjee	chatterjee	PROPN
ajis02-3835	466	7	,	,	PUNCT
ajis02-3835	466	8	s.	s.	PROPN
ajis02-3835	466	9	,	,	PUNCT
ajis02-3835	466	10	xiao	xiao	PROPN
ajis02-3835	466	11	,	,	PUNCT
ajis02-3835	466	12	x.	x.	NOUN
ajis02-3835	466	13	,	,	PUNCT
ajis02-3835	466	14	elbanna	elbanna	PROPN
ajis02-3835	466	15	,	,	PUNCT
ajis02-3835	466	16	a.	a.	NOUN
ajis02-3835	466	17	(	(	PUNCT
ajis02-3835	466	18	2019	2019	NUM
ajis02-3835	466	19	)	)	PUNCT
ajis02-3835	466	20	.	.	PUNCT
ajis02-3835	467	1	the	the	DET
ajis02-3835	467	2	socio	socio	NOUN
ajis02-3835	467	3	technical	technical	ADJ
ajis02-3835	467	4	axis	axis	NOUN
ajis02-3835	467	5	of	of	ADP
ajis02-3835	467	6	cohesion	cohesion	NOUN
ajis02-3835	467	7	for	for	ADP
ajis02-3835	467	8	the	the	PRON
ajis02-3835	467	9	is	be	AUX
ajis02-3835	467	10	discipline	discipline	NOUN
ajis02-3835	467	11	:	:	PUNCT
ajis02-3835	467	12	its	its	PRON
ajis02-3835	467	13	historical	historical	ADJ
ajis02-3835	467	14	legacy	legacy	NOUN
ajis02-3835	467	15	and	and	CCONJ
ajis02-3835	467	16	its	its	PRON
ajis02-3835	467	17	continued	continued	ADJ
ajis02-3835	467	18	relevance	relevance	NOUN
ajis02-3835	467	19	.	.	PUNCT
ajis02-3835	468	1	mis	mis	PROPN
ajis02-3835	468	2	quarterly	quarterly	PROPN
ajis02-3835	468	3	,	,	PUNCT
ajis02-3835	468	4	43(3	43(3	NUM
ajis02-3835	468	5	)	)	PUNCT
ajis02-3835	468	6	,	,	PUNCT
ajis02-3835	468	7	695	695	NUM
ajis02-3835	468	8	-	-	SYM
ajis02-3835	468	9	719	719	NUM
ajis02-3835	468	10	.	.	PUNCT
ajis02-3835	469	1	sun	sun	PROPN
ajis02-3835	469	2	,	,	PUNCT
ajis02-3835	469	3	t.	t.	PROPN
ajis02-3835	469	4	,	,	PUNCT
ajis02-3835	469	5	gaut	gaut	PROPN
ajis02-3835	469	6	,	,	PUNCT
ajis02-3835	469	7	a.	a.	PROPN
ajis02-3835	469	8	,	,	PUNCT
ajis02-3835	469	9	tang	tang	PROPN
ajis02-3835	469	10	,	,	PUNCT
ajis02-3835	469	11	s.	s.	PROPN
ajis02-3835	469	12	,	,	PUNCT
ajis02-3835	469	13	huang	huang	PROPN
ajis02-3835	469	14	,	,	PUNCT
ajis02-3835	469	15	y.	y.	PROPN
ajis02-3835	469	16	,	,	PUNCT
ajis02-3835	469	17	elsherief	elsherief	NOUN
ajis02-3835	469	18	,	,	PUNCT
ajis02-3835	469	19	m.	m.	NOUN
ajis02-3835	469	20	,	,	PUNCT
ajis02-3835	469	21	zhao	zhao	PROPN
ajis02-3835	469	22	,	,	PUNCT
ajis02-3835	469	23	j.	j.	PROPN
ajis02-3835	469	24	,	,	PUNCT
ajis02-3835	469	25	mirza	mirza	PROPN
ajis02-3835	469	26	,	,	PUNCT
ajis02-3835	469	27	d.	d.	PROPN
ajis02-3835	469	28	,	,	PUNCT
ajis02-3835	469	29	belding	belding	PROPN
ajis02-3835	469	30	,	,	PUNCT
ajis02-3835	469	31	e.	e.	PROPN
ajis02-3835	469	32	,	,	PUNCT
ajis02-3835	469	33	chang	chang	PROPN
ajis02-3835	469	34	,	,	PUNCT
ajis02-3835	469	35	k.	k.	PROPN
ajis02-3835	469	36	w.	w.	PROPN
ajis02-3835	469	37	,	,	PUNCT
ajis02-3835	469	38	wang	wang	PROPN
ajis02-3835	469	39	,	,	PUNCT
ajis02-3835	469	40	w.	w.	PROPN
ajis02-3835	469	41	y.	y.	PROPN
ajis02-3835	469	42	(	(	PUNCT
ajis02-3835	469	43	2019	2019	NUM
ajis02-3835	469	44	)	)	PUNCT
ajis02-3835	469	45	.	.	PUNCT
ajis02-3835	470	1	mitigating	mitigate	VERB
ajis02-3835	470	2	gender	gender	NOUN
ajis02-3835	470	3	bias	bias	NOUN
ajis02-3835	470	4	in	in	ADP
ajis02-3835	470	5	natural	natural	ADJ
ajis02-3835	470	6	language	language	NOUN
ajis02-3835	470	7	processing	processing	NOUN
ajis02-3835	470	8	:	:	PUNCT
ajis02-3835	470	9	a	a	DET
ajis02-3835	470	10	literature	literature	NOUN
ajis02-3835	470	11	review	review	NOUN
ajis02-3835	470	12	.	.	PUNCT
ajis02-3835	471	1	in	in	ADP
ajis02-3835	471	2	proceeding	proceeding	NOUN
ajis02-3835	471	3	of	of	ADP
ajis02-3835	471	4	57th	57th	ADJ
ajis02-3835	471	5	annual	annual	ADJ
ajis02-3835	471	6	meeting	meeting	NOUN
ajis02-3835	471	7	of	of	ADP
ajis02-3835	471	8	association	association	NOUN
ajis02-3835	471	9	for	for	ADP
ajis02-3835	471	10	computational	computational	ADJ
ajis02-3835	471	11	linguistics	linguistic	NOUN
ajis02-3835	471	12	,	,	PUNCT
ajis02-3835	471	13	florence	florence	NOUN
ajis02-3835	471	14	,	,	PUNCT
ajis02-3835	471	15	italy	italy	PROPN
ajis02-3835	471	16	.	.	PUNCT
ajis02-3835	472	1	doi	doi	PROPN
ajis02-3835	472	2	:	:	PUNCT
ajis02-3835	472	3	10.18653	10.18653	NUM
ajis02-3835	472	4	/	/	SYM
ajis02-3835	472	5	v1	v1	NOUN
ajis02-3835	472	6	/	/	SYM
ajis02-3835	472	7	p19	p19	NOUN
ajis02-3835	472	8	-	-	PUNCT
ajis02-3835	472	9	1159	1159	NUM
ajis02-3835	472	10	soleimani	soleimani	PROPN
ajis02-3835	472	11	,	,	PUNCT
ajis02-3835	472	12	m.	m.	NOUN
ajis02-3835	472	13	,	,	PUNCT
ajis02-3835	472	14	intezari	intezari	PROPN
ajis02-3835	472	15	,	,	PUNCT
ajis02-3835	472	16	a.	a.	PROPN
ajis02-3835	472	17	,	,	PUNCT
ajis02-3835	472	18	pauleen	pauleen	PROPN
ajis02-3835	472	19	,	,	PUNCT
ajis02-3835	472	20	d.j	d.j	PROPN
ajis02-3835	472	21	.	.	PROPN
ajis02-3835	472	22	(	(	PUNCT
ajis02-3835	472	23	2021	2021	NUM
ajis02-3835	472	24	)	)	PUNCT
ajis02-3835	472	25	.	.	PUNCT
ajis02-3835	473	1	mitigating	mitigate	VERB
ajis02-3835	473	2	cognitive	cognitive	ADJ
ajis02-3835	473	3	biases	bias	NOUN
ajis02-3835	473	4	in	in	ADP
ajis02-3835	473	5	developing	develop	VERB
ajis02-3835	473	6	aiassisted	aiassiste	VERB
ajis02-3835	473	7	recruitment	recruitment	NOUN
ajis02-3835	473	8	systems	system	NOUN
ajis02-3835	473	9	:	:	PUNCT
ajis02-3835	473	10	a	a	DET
ajis02-3835	473	11	knowledge	knowledge	NOUN
ajis02-3835	473	12	-	-	PUNCT
ajis02-3835	473	13	sharing	share	VERB
ajis02-3835	473	14	approach	approach	NOUN
ajis02-3835	473	15	.	.	PUNCT
ajis02-3835	474	1	international	international	ADJ
ajis02-3835	474	2	journal	journal	PROPN
ajis02-3835	474	3	of	of	ADP
ajis02-3835	474	4	knowledge	knowledge	PROPN
ajis02-3835	474	5	management	management	NOUN
ajis02-3835	474	6	,	,	PUNCT
ajis02-3835	474	7	18(1	18(1	NUM
ajis02-3835	474	8	)	)	PUNCT
ajis02-3835	474	9	.	.	PUNCT
ajis02-3835	475	1	doi	doi	NOUN
ajis02-3835	475	2	:	:	PUNCT
ajis02-3835	475	3	10.4018	10.4018	NUM
ajis02-3835	475	4	/	/	SYM
ajis02-3835	475	5	ijkm.290022	ijkm.290022	PROPN
ajis02-3835	475	6	schonberger	schonberger	NOUN
ajis02-3835	475	7	,	,	PUNCT
ajis02-3835	475	8	d.	d.	PROPN
ajis02-3835	475	9	(	(	PUNCT
ajis02-3835	475	10	2019	2019	NUM
ajis02-3835	475	11	)	)	PUNCT
ajis02-3835	475	12	.	.	PUNCT
ajis02-3835	476	1	artificial	artificial	ADJ
ajis02-3835	476	2	intelligence	intelligence	NOUN
ajis02-3835	476	3	in	in	ADP
ajis02-3835	476	4	healthcare	healthcare	PROPN
ajis02-3835	476	5	:	:	PUNCT
ajis02-3835	476	6	a	a	DET
ajis02-3835	476	7	critical	critical	ADJ
ajis02-3835	476	8	analysis	analysis	NOUN
ajis02-3835	476	9	of	of	ADP
ajis02-3835	476	10	the	the	DET
ajis02-3835	476	11	legal	legal	ADJ
ajis02-3835	476	12	and	and	CCONJ
ajis02-3835	476	13	ethical	ethical	ADJ
ajis02-3835	476	14	implications	implication	NOUN
ajis02-3835	476	15	.	.	PUNCT
ajis02-3835	477	1	international	international	ADJ
ajis02-3835	477	2	journal	journal	PROPN
ajis02-3835	477	3	of	of	ADP
ajis02-3835	477	4	law	law	NOUN
ajis02-3835	477	5	and	and	CCONJ
ajis02-3835	477	6	information	information	NOUN
ajis02-3835	477	7	technology	technology	NOUN
ajis02-3835	477	8	,	,	PUNCT
ajis02-3835	477	9	27	27	NUM
ajis02-3835	477	10	(	(	PUNCT
ajis02-3835	477	11	2	2	NUM
ajis02-3835	477	12	)	)	PUNCT
ajis02-3835	477	13	,	,	PUNCT
ajis02-3835	477	14	171203	171203	NUM
ajis02-3835	477	15	.	.	PUNCT
ajis02-3835	478	1	https://pubmed.ncbi.nlm.nih.gov/31755905/	https://pubmed.ncbi.nlm.nih.gov/31755905/	PROPN
ajis02-3835	478	2	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3374955	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3374955	PROPN
ajis02-3835	478	3	https://doi.org/10.1080/07370024.2020.1735391	https://doi.org/10.1080/07370024.2020.1735391	PROPN
ajis02-3835	478	4	http://dx.doi.org/10.18653/v1/p19-1159	http://dx.doi.org/10.18653/v1/p19-1159	VERB
ajis02-3835	478	5	australasian	australasian	ADJ
ajis02-3835	478	6	journal	journal	NOUN
ajis02-3835	478	7	of	of	ADP
ajis02-3835	478	8	information	information	NOUN
ajis02-3835	478	9	systems	system	NOUN
ajis02-3835	478	10	nadeem	nadeem	PROPN
ajis02-3835	478	11	,	,	PUNCT
ajis02-3835	478	12	marjanovic	marjanovic	PROPN
ajis02-3835	478	13	&	&	CCONJ
ajis02-3835	478	14	abedin	abedin	PROPN
ajis02-3835	478	15	2022	2022	NUM
ajis02-3835	478	16	,	,	PUNCT
ajis02-3835	478	17	vol	vol	NOUN
ajis02-3835	478	18	26	26	NUM
ajis02-3835	478	19	,	,	PUNCT
ajis02-3835	478	20	selected	select	VERB
ajis02-3835	478	21	papers	paper	NOUN
ajis02-3835	478	22	from	from	ADP
ajis02-3835	478	23	acis	acis	PROPN
ajis02-3835	478	24	2020	2020	NUM
ajis02-3835	478	25	gender	gender	NOUN
ajis02-3835	478	26	bias	bias	NOUN
ajis02-3835	478	27	in	in	ADP
ajis02-3835	478	28	ai	ai	PROPN
ajis02-3835	478	29	22	22	NUM
ajis02-3835	478	30	teodorescu	teodorescu	NOUN
ajis02-3835	478	31	,	,	PUNCT
ajis02-3835	478	32	m.	m.	NOUN
ajis02-3835	478	33	,	,	PUNCT
ajis02-3835	478	34	morse	morse	PROPN
ajis02-3835	478	35	,	,	PUNCT
ajis02-3835	478	36	l.	l.	PROPN
ajis02-3835	478	37	,	,	PUNCT
ajis02-3835	478	38	awwad	awwad	PROPN
ajis02-3835	478	39	,	,	PUNCT
ajis02-3835	478	40	y.	y.	PROPN
ajis02-3835	478	41	,	,	PUNCT
ajis02-3835	478	42	kane	kane	PROPN
ajis02-3835	478	43	.	.	PUNCT
ajis02-3835	479	1	g.	g.	PROPN
ajis02-3835	479	2	(	(	PUNCT
ajis02-3835	479	3	2021	2021	NUM
ajis02-3835	479	4	)	)	PUNCT
ajis02-3835	479	5	.	.	PUNCT
ajis02-3835	480	1	failures	failure	NOUN
ajis02-3835	480	2	of	of	ADP
ajis02-3835	480	3	fairness	fairness	NOUN
ajis02-3835	480	4	in	in	ADP
ajis02-3835	480	5	automation	automation	NOUN
ajis02-3835	480	6	require	require	VERB
ajis02-3835	480	7	a	a	DET
ajis02-3835	480	8	deeper	deep	ADJ
ajis02-3835	480	9	understanding	understanding	NOUN
ajis02-3835	480	10	of	of	ADP
ajis02-3835	480	11	human	human	NOUN
ajis02-3835	480	12	-	-	PUNCT
ajis02-3835	480	13	ml	ml	NOUN
ajis02-3835	480	14	augmentation	augmentation	NOUN
ajis02-3835	480	15	.	.	PUNCT
ajis02-3835	481	1	mis	mis	PROPN
ajis02-3835	481	2	quarterly	quarterly	PROPN
ajis02-3835	481	3	,	,	PUNCT
ajis02-3835	481	4	45(3	45(3	NUM
ajis02-3835	481	5	)	)	PUNCT
ajis02-3835	481	6	,	,	PUNCT
ajis02-3835	481	7	1483	1483	NUM
ajis02-3835	481	8	-	-	SYM
ajis02-3835	481	9	1500	1500	NUM
ajis02-3835	481	10	.	.	PUNCT
ajis02-3835	482	1	thelwall	thelwall	PROPN
ajis02-3835	482	2	,	,	PUNCT
ajis02-3835	482	3	m.	m.	NOUN
ajis02-3835	482	4	(	(	PUNCT
ajis02-3835	482	5	2017	2017	NUM
ajis02-3835	482	6	)	)	PUNCT
ajis02-3835	482	7	.	.	PUNCT
ajis02-3835	483	1	gender	gender	NOUN
ajis02-3835	483	2	bias	bias	NOUN
ajis02-3835	483	3	in	in	ADP
ajis02-3835	483	4	machine	machine	NOUN
ajis02-3835	483	5	learning	learn	VERB
ajis02-3835	483	6	for	for	ADP
ajis02-3835	483	7	sentiment	sentiment	NOUN
ajis02-3835	483	8	analysis	analysis	NOUN
ajis02-3835	483	9	.	.	PUNCT
ajis02-3835	484	1	online	online	ADJ
ajis02-3835	484	2	information	information	PROPN
ajis02-3835	484	3	review	review	PROPN
ajis02-3835	484	4	,	,	PUNCT
ajis02-3835	484	5	42(3	42(3	NUM
ajis02-3835	484	6	)	)	PUNCT
ajis02-3835	484	7	,	,	PUNCT
ajis02-3835	484	8	343354	343354	NUM
ajis02-3835	484	9	.	.	PUNCT
ajis02-3835	485	1	trewin	trewin	PROPN
ajis02-3835	485	2	,	,	PUNCT
ajis02-3835	485	3	s.	s.	PROPN
ajis02-3835	485	4	,	,	PUNCT
ajis02-3835	485	5	basson	basson	PROPN
ajis02-3835	485	6	,	,	PUNCT
ajis02-3835	485	7	s.	s.	PROPN
ajis02-3835	485	8	,	,	PUNCT
ajis02-3835	485	9	muller	muller	NOUN
ajis02-3835	485	10	,	,	PUNCT
ajis02-3835	485	11	m.	m.	NOUN
ajis02-3835	485	12	,	,	PUNCT
ajis02-3835	485	13	branham	branham	PROPN
ajis02-3835	485	14	,	,	PUNCT
ajis02-3835	485	15	s.	s.	PROPN
ajis02-3835	485	16	,	,	PUNCT
ajis02-3835	485	17	treviranus	treviranus	PROPN
ajis02-3835	485	18	,	,	PUNCT
ajis02-3835	485	19	j.	j.	PROPN
ajis02-3835	485	20	,	,	PUNCT
ajis02-3835	485	21	gruen	gruen	PROPN
ajis02-3835	485	22	,	,	PUNCT
ajis02-3835	485	23	d.	d.	PROPN
ajis02-3835	485	24	,	,	PUNCT
ajis02-3835	485	25	hebert	hebert	PROPN
ajis02-3835	485	26	,	,	PUNCT
ajis02-3835	485	27	d.	d.	PROPN
ajis02-3835	485	28	,	,	PUNCT
ajis02-3835	485	29	lyckowski	lyckowski	NOUN
ajis02-3835	485	30	,	,	PUNCT
ajis02-3835	485	31	n.	n.	NOUN
ajis02-3835	485	32	,	,	PUNCT
ajis02-3835	485	33	manser	manser	NOUN
ajis02-3835	485	34	,	,	PUNCT
ajis02-3835	485	35	e.	e.	PROPN
ajis02-3835	485	36	(	(	PUNCT
ajis02-3835	485	37	2019	2019	NUM
ajis02-3835	485	38	)	)	PUNCT
ajis02-3835	485	39	.	.	PUNCT
ajis02-3835	486	1	considerations	consideration	NOUN
ajis02-3835	486	2	for	for	ADP
ajis02-3835	486	3	ai	ai	VERB
ajis02-3835	486	4	fairness	fairness	NOUN
ajis02-3835	486	5	for	for	ADP
ajis02-3835	486	6	people	people	NOUN
ajis02-3835	486	7	with	with	ADP
ajis02-3835	486	8	disabilities	disability	NOUN
ajis02-3835	486	9	.	.	PUNCT
ajis02-3835	487	1	ai	ai	VERB
ajis02-3835	487	2	matters	matter	NOUN
ajis02-3835	487	3	,	,	PUNCT
ajis02-3835	487	4	5(3	5(3	NUM
ajis02-3835	487	5	)	)	PUNCT
ajis02-3835	487	6	.	.	PUNCT
ajis02-3835	488	1	doi	doi	NOUN
ajis02-3835	488	2	:	:	PUNCT
ajis02-3835	488	3	10.1145/3362077.3362086	10.1145/3362077.3362086	NUM
ajis02-3835	488	4	united	united	PROPN
ajis02-3835	488	5	nations	nations	PROPN
ajis02-3835	488	6	educational	educational	ADJ
ajis02-3835	488	7	,	,	PUNCT
ajis02-3835	488	8	scientific	scientific	ADJ
ajis02-3835	488	9	and	and	CCONJ
ajis02-3835	488	10	cultural	cultural	ADJ
ajis02-3835	488	11	organization	organization	NOUN
ajis02-3835	488	12	(	(	PUNCT
ajis02-3835	488	13	unesco	unesco	PROPN
ajis02-3835	488	14	)	)	PUNCT
ajis02-3835	488	15	(	(	PUNCT
ajis02-3835	488	16	2020	2020	NUM
ajis02-3835	488	17	)	)	PUNCT
ajis02-3835	488	18	.	.	PUNCT
ajis02-3835	488	19	artificial	artificial	ADJ
ajis02-3835	488	20	intelligence	intelligence	NOUN
ajis02-3835	488	21	,	,	PUNCT
ajis02-3835	488	22	and	and	CCONJ
ajis02-3835	488	23	gender	gender	NOUN
ajis02-3835	488	24	equality	equality	NOUN
ajis02-3835	488	25	:	:	PUNCT
ajis02-3835	488	26	key	key	ADJ
ajis02-3835	488	27	finding	finding	NOUN
ajis02-3835	488	28	of	of	ADP
ajis02-3835	488	29	unesco	unesco	PROPN
ajis02-3835	488	30	’s	’s	PART
ajis02-3835	488	31	global	global	ADJ
ajis02-3835	488	32	dialogue	dialogue	NOUN
ajis02-3835	488	33	.	.	PUNCT
ajis02-3835	489	1	available	available	ADJ
ajis02-3835	489	2	at	at	ADP
ajis02-3835	489	3	https://unesdoc.unesco.org/ark:/48223/pf0000374174	https://unesdoc.unesco.org/ark:/48223/pf0000374174	ADJ
ajis02-3835	489	4	veale	veale	NOUN
ajis02-3835	489	5	,	,	PUNCT
ajis02-3835	489	6	m.	m.	NOUN
ajis02-3835	489	7	,	,	PUNCT
ajis02-3835	489	8	binns	binn	NOUN
ajis02-3835	489	9	,	,	PUNCT
ajis02-3835	489	10	r.	r.	PROPN
ajis02-3835	489	11	(	(	PUNCT
ajis02-3835	489	12	2017	2017	NUM
ajis02-3835	489	13	)	)	PUNCT
ajis02-3835	489	14	.	.	PUNCT
ajis02-3835	490	1	fairer	fair	ADJ
ajis02-3835	490	2	machine	machine	NOUN
ajis02-3835	490	3	learning	learning	NOUN
ajis02-3835	490	4	in	in	ADP
ajis02-3835	490	5	the	the	DET
ajis02-3835	490	6	real	real	ADJ
ajis02-3835	490	7	world	world	NOUN
ajis02-3835	490	8	:	:	PUNCT
ajis02-3835	490	9	mitigating	mitigate	VERB
ajis02-3835	490	10	discrimination	discrimination	NOUN
ajis02-3835	490	11	without	without	ADP
ajis02-3835	490	12	collecting	collect	VERB
ajis02-3835	490	13	sensitive	sensitive	ADJ
ajis02-3835	490	14	data	datum	NOUN
ajis02-3835	490	15	.	.	PUNCT
ajis02-3835	491	1	big	big	ADJ
ajis02-3835	491	2	data	datum	NOUN
ajis02-3835	491	3	and	and	CCONJ
ajis02-3835	491	4	society	society	NOUN
ajis02-3835	491	5	,	,	PUNCT
ajis02-3835	491	6	1	1	NUM
ajis02-3835	491	7	-	-	SYM
ajis02-3835	491	8	17	17	NUM
ajis02-3835	491	9	.	.	PUNCT
ajis02-3835	492	1	doi	doi	NOUN
ajis02-3835	492	2	:	:	PUNCT
ajis02-3835	492	3	https://doi.org/10.1177/2053951717743530	https://doi.org/10.1177/2053951717743530	PROPN
ajis02-3835	492	4	wang	wang	PROPN
ajis02-3835	492	5	,	,	PUNCT
ajis02-3835	492	6	l.	l.	PROPN
ajis02-3835	492	7	(	(	PUNCT
ajis02-3835	492	8	2020	2020	NUM
ajis02-3835	492	9	)	)	PUNCT
ajis02-3835	492	10	.	.	PUNCT
ajis02-3835	493	1	the	the	DET
ajis02-3835	493	2	three	three	NUM
ajis02-3835	493	3	harms	harm	NOUN
ajis02-3835	493	4	of	of	ADP
ajis02-3835	493	5	gendered	gendered	ADJ
ajis02-3835	493	6	technology	technology	NOUN
ajis02-3835	493	7	.	.	PUNCT
ajis02-3835	494	1	australasian	australasian	ADJ
ajis02-3835	494	2	journal	journal	NOUN
ajis02-3835	494	3	of	of	ADP
ajis02-3835	494	4	information	information	NOUN
ajis02-3835	494	5	systems	system	NOUN
ajis02-3835	494	6	,	,	PUNCT
ajis02-3835	494	7	24	24	NUM
ajis02-3835	494	8	.	.	PUNCT
ajis02-3835	494	9	doi	doi	PROPN
ajis02-3835	494	10	:	:	PUNCT
ajis02-3835	494	11	https://doi.org/10.3127/ajis.v24i0.2799	https://doi.org/10.3127/ajis.v24i0.2799	X
ajis02-3835	494	12	west	west	PROPN
ajis02-3835	494	13	,	,	PUNCT
ajis02-3835	494	14	s.m	s.m	PROPN
ajis02-3835	494	15	.	.	PROPN
ajis02-3835	494	16	,	,	PUNCT
ajis02-3835	494	17	whittaker	whittaker	PROPN
ajis02-3835	494	18	,	,	PUNCT
ajis02-3835	494	19	m.	m.	NOUN
ajis02-3835	494	20	,	,	PUNCT
ajis02-3835	494	21	crawford	crawford	PROPN
ajis02-3835	494	22	,	,	PUNCT
ajis02-3835	494	23	k.	k.	PROPN
ajis02-3835	494	24	(	(	PUNCT
ajis02-3835	494	25	2019	2019	NUM
ajis02-3835	494	26	)	)	PUNCT
ajis02-3835	494	27	.	.	PUNCT
ajis02-3835	495	1	discriminating	discriminate	VERB
ajis02-3835	495	2	systems	system	NOUN
ajis02-3835	495	3	:	:	PUNCT
ajis02-3835	495	4	gender	gender	NOUN
ajis02-3835	495	5	,	,	PUNCT
ajis02-3835	495	6	race	race	NOUN
ajis02-3835	495	7	and	and	CCONJ
ajis02-3835	495	8	power	power	NOUN
ajis02-3835	495	9	in	in	ADP
ajis02-3835	495	10	ai	ai	PROPN
ajis02-3835	495	11	.	.	PUNCT
ajis02-3835	496	1	ai	ai	VERB
ajis02-3835	496	2	now	now	ADV
ajis02-3835	496	3	institute	institute	NOUN
ajis02-3835	496	4	.	.	PUNCT
ajis02-3835	497	1	retrieved	retrieve	VERB
ajis02-3835	497	2	from	from	ADP
ajis02-3835	497	3	https://ainowinstitute.org/	https://ainowinstitute.org/	PROPN
ajis02-3835	497	4	discriminatingsystems.html	discriminatingsystems.html	PROPN
ajis02-3835	497	5	webster	webster	PROPN
ajis02-3835	497	6	,	,	PUNCT
ajis02-3835	497	7	j.	j.	PROPN
ajis02-3835	497	8	,	,	PUNCT
ajis02-3835	497	9	watson	watson	PROPN
ajis02-3835	497	10	,	,	PUNCT
ajis02-3835	497	11	r.t	r.t	PROPN
ajis02-3835	497	12	.	.	PROPN
ajis02-3835	497	13	(	(	PUNCT
ajis02-3835	497	14	2002	2002	NUM
ajis02-3835	497	15	)	)	PUNCT
ajis02-3835	497	16	.	.	PUNCT
ajis02-3835	498	1	analysing	analyse	VERB
ajis02-3835	498	2	the	the	DET
ajis02-3835	498	3	past	past	NOUN
ajis02-3835	498	4	to	to	PART
ajis02-3835	498	5	prepare	prepare	VERB
ajis02-3835	498	6	for	for	ADP
ajis02-3835	498	7	the	the	DET
ajis02-3835	498	8	future	future	NOUN
ajis02-3835	498	9	:	:	PUNCT
ajis02-3835	498	10	writing	write	VERB
ajis02-3835	498	11	a	a	DET
ajis02-3835	498	12	literature	literature	NOUN
ajis02-3835	498	13	review	review	NOUN
ajis02-3835	498	14	,	,	PUNCT
ajis02-3835	498	15	mis	mis	PROPN
ajis02-3835	498	16	quarterly	quarterly	PROPN
ajis02-3835	498	17	,	,	PUNCT
ajis02-3835	498	18	26(2	26(2	NUM
ajis02-3835	498	19	)	)	PUNCT
ajis02-3835	498	20	,	,	PUNCT
ajis02-3835	498	21	3	3	NUM
ajis02-3835	498	22	-	-	SYM
ajis02-3835	498	23	23	23	NUM
ajis02-3835	498	24	.	.	PUNCT
ajis02-3835	499	1	wolfswinkel	wolfswinkel	NOUN
ajis02-3835	499	2	,	,	PUNCT
ajis02-3835	499	3	j.	j.	PROPN
ajis02-3835	499	4	,	,	PUNCT
ajis02-3835	499	5	furtmueller	furtmueller	NOUN
ajis02-3835	499	6	,	,	PUNCT
ajis02-3835	499	7	e.	e.	PROPN
ajis02-3835	499	8	,	,	PUNCT
ajis02-3835	499	9	wilderom	wilderom	NOUN
ajis02-3835	499	10	,	,	PUNCT
ajis02-3835	499	11	c.	c.	PROPN
ajis02-3835	499	12	(	(	PUNCT
ajis02-3835	499	13	2013	2013	NUM
ajis02-3835	499	14	)	)	PUNCT
ajis02-3835	499	15	.	.	PUNCT
ajis02-3835	500	1	using	use	VERB
ajis02-3835	500	2	grounded	ground	VERB
ajis02-3835	500	3	theory	theory	NOUN
ajis02-3835	500	4	as	as	ADP
ajis02-3835	500	5	a	a	DET
ajis02-3835	500	6	method	method	NOUN
ajis02-3835	500	7	for	for	ADP
ajis02-3835	500	8	rigorous	rigorous	ADJ
ajis02-3835	500	9	reviewing	reviewing	NOUN
ajis02-3835	500	10	literature	literature	NOUN
ajis02-3835	500	11	.	.	PUNCT
ajis02-3835	501	1	european	european	PROPN
ajis02-3835	501	2	journal	journal	PROPN
ajis02-3835	501	3	of	of	ADP
ajis02-3835	501	4	information	information	NOUN
ajis02-3835	501	5	systems	system	NOUN
ajis02-3835	501	6	,	,	PUNCT
ajis02-3835	501	7	22	22	NUM
ajis02-3835	501	8	(	(	PUNCT
ajis02-3835	501	9	1	1	NUM
ajis02-3835	501	10	)	)	PUNCT
ajis02-3835	501	11	,	,	PUNCT
ajis02-3835	501	12	45	45	NUM
ajis02-3835	501	13	-	-	SYM
ajis02-3835	501	14	55	55	NUM
ajis02-3835	501	15	.	.	PUNCT
ajis02-3835	502	1	wu	wu	PROPN
ajis02-3835	502	2	,	,	PUNCT
ajis02-3835	502	3	w.	w.	PROPN
ajis02-3835	502	4	,	,	PUNCT
ajis02-3835	502	5	huang	huang	PROPN
ajis02-3835	502	6	,	,	PUNCT
ajis02-3835	502	7	t.	t.	PROPN
ajis02-3835	502	8	,	,	PUNCT
ajis02-3835	502	9	gong	gong	PROPN
ajis02-3835	502	10	,	,	PUNCT
ajis02-3835	502	11	k.	k.	PROPN
ajis02-3835	502	12	(	(	PUNCT
ajis02-3835	502	13	2019	2019	NUM
ajis02-3835	502	14	)	)	PUNCT
ajis02-3835	502	15	.	.	PUNCT
ajis02-3835	503	1	ethical	ethical	ADJ
ajis02-3835	503	2	principles	principle	NOUN
ajis02-3835	503	3	and	and	CCONJ
ajis02-3835	503	4	governance	governance	NOUN
ajis02-3835	503	5	technology	technology	NOUN
ajis02-3835	503	6	development	development	NOUN
ajis02-3835	503	7	of	of	ADP
ajis02-3835	503	8	ai	ai	PROPN
ajis02-3835	503	9	in	in	ADP
ajis02-3835	503	10	china	china	PROPN
ajis02-3835	503	11	.	.	PUNCT
ajis02-3835	504	1	engineering	engineering	PROPN
ajis02-3835	504	2	,	,	PUNCT
ajis02-3835	504	3	6(3	6(3	NUM
ajis02-3835	504	4	)	)	PUNCT
ajis02-3835	504	5	,	,	PUNCT
ajis02-3835	504	6	302	302	NUM
ajis02-3835	504	7	-	-	SYM
ajis02-3835	504	8	309	309	NUM
ajis02-3835	504	9	.	.	PUNCT
ajis02-3835	505	1	zhong	zhong	PROPN
ajis02-3835	505	2	,	,	PUNCT
ajis02-3835	505	3	z.	z.	PROPN
ajis02-3835	505	4	(	(	PUNCT
ajis02-3835	505	5	2018	2018	NUM
ajis02-3835	505	6	)	)	PUNCT
ajis02-3835	505	7	.	.	PUNCT
ajis02-3835	506	1	a	a	DET
ajis02-3835	506	2	tutorial	tutorial	NOUN
ajis02-3835	506	3	on	on	ADP
ajis02-3835	506	4	fairness	fairness	NOUN
ajis02-3835	506	5	in	in	ADP
ajis02-3835	506	6	machine	machine	NOUN
ajis02-3835	506	7	learning	learning	NOUN
ajis02-3835	506	8	,	,	PUNCT
ajis02-3835	506	9	towards	towards	ADP
ajis02-3835	506	10	data	data	NOUN
ajis02-3835	506	11	science	science	NOUN
ajis02-3835	506	12	.	.	PUNCT
ajis02-3835	507	1	https://towardsdatascience.com/a-tutorial-on-fairness-in-machine-learning-3ff8ba1040	https://towardsdatascience.com/a-tutorial-on-fairness-in-machine-learning-3ff8ba1040	PUNCT
ajis02-3835	507	2	appendix	appendix	VERB
ajis02-3835	507	3	table	table	NOUN
ajis02-3835	507	4	1	1	NUM
ajis02-3835	507	5	.	.	PUNCT
ajis02-3835	508	1	articles	article	NOUN
ajis02-3835	508	2	selected	select	VERB
ajis02-3835	508	3	for	for	ADP
ajis02-3835	508	4	the	the	DET
ajis02-3835	508	5	literature	literature	PROPN
ajis02-3835	508	6	review	review	PROPN
ajis02-3835	508	7	journal	journal	PROPN
ajis02-3835	508	8	name	name	NOUN
ajis02-3835	508	9	title	title	NOUN
ajis02-3835	508	10	of	of	ADP
ajis02-3835	508	11	the	the	DET
ajis02-3835	508	12	article	article	NOUN
ajis02-3835	508	13	author	author	NOUN
ajis02-3835	508	14	theory	theory	NOUN
ajis02-3835	508	15	used	use	VERB
ajis02-3835	508	16	type	type	NOUN
ajis02-3835	508	17	of	of	ADP
ajis02-3835	508	18	article	article	NOUN
ajis02-3835	508	19	focus	focus	VERB
ajis02-3835	508	20	data	datum	NOUN
ajis02-3835	508	21	science	science	NOUN
ajis02-3835	508	22	and	and	CCONJ
ajis02-3835	508	23	engineering	engineering	NOUN
ajis02-3835	508	24	achieving	achieve	VERB
ajis02-3835	508	25	fairness	fairness	NOUN
ajis02-3835	508	26	with	with	ADP
ajis02-3835	508	27	decision	decision	NOUN
ajis02-3835	508	28	trees	tree	NOUN
ajis02-3835	508	29	grari	grari	NOUN
ajis02-3835	508	30	et	et	PROPN
ajis02-3835	508	31	al	al	PROPN
ajis02-3835	508	32	.	.	PROPN
ajis02-3835	508	33	,	,	PUNCT
ajis02-3835	508	34	2020	2020	NUM
ajis02-3835	509	1	no	no	DET
ajis02-3835	509	2	theory	theory	NOUN
ajis02-3835	509	3	used	use	VERB
ajis02-3835	509	4	design	design	NOUN
ajis02-3835	509	5	science	science	NOUN
ajis02-3835	509	6	decisionmaking	decisionmaking	NOUN
ajis02-3835	509	7	(	(	PUNCT
ajis02-3835	509	8	decision	decision	NOUN
ajis02-3835	509	9	trees	tree	NOUN
ajis02-3835	509	10	)	)	PUNCT
ajis02-3835	509	11	journal	journal	NOUN
ajis02-3835	509	12	of	of	ADP
ajis02-3835	509	13	behavioural	behavioural	ADJ
ajis02-3835	509	14	robotics	robotic	NOUN
ajis02-3835	509	15	al	al	PROPN
ajis02-3835	509	16	&	&	CCONJ
ajis02-3835	509	17	recruiting	recruiting	PROPN
ajis02-3835	509	18	software	software	NOUN
ajis02-3835	509	19	:	:	PUNCT
ajis02-3835	509	20	ethical	ethical	ADJ
ajis02-3835	509	21	and	and	CCONJ
ajis02-3835	509	22	legal	legal	ADJ
ajis02-3835	509	23	implications	implication	NOUN
ajis02-3835	509	24	martinez	martinez	PROPN
ajis02-3835	509	25	&	&	CCONJ
ajis02-3835	509	26	fernandez	fernandez	PROPN
ajis02-3835	509	27	,	,	PUNCT
ajis02-3835	509	28	2020	2020	NUM
ajis02-3835	510	1	no	no	DET
ajis02-3835	510	2	theory	theory	NOUN
ajis02-3835	510	3	used	use	VERB
ajis02-3835	510	4	conceptual	conceptual	ADJ
ajis02-3835	510	5	and	and	CCONJ
ajis02-3835	510	6	essays	essay	NOUN
ajis02-3835	510	7	.	.	PUNCT
ajis02-3835	511	1	human	human	ADJ
ajis02-3835	511	2	resource	resource	NOUN
ajis02-3835	511	3	journal	journal	NOUN
ajis02-3835	511	4	of	of	ADP
ajis02-3835	511	5	speculative	speculative	ADJ
ajis02-3835	511	6	research	research	NOUN
ajis02-3835	511	7	ai	ai	VERB
ajis02-3835	511	8	becomes	become	VERB
ajis02-3835	511	9	her	she	PRON
ajis02-3835	511	10	:	:	PUNCT
ajis02-3835	511	11	discussing	discuss	VERB
ajis02-3835	511	12	gender	gender	NOUN
ajis02-3835	511	13	and	and	CCONJ
ajis02-3835	511	14	ai	ai	PROPN
ajis02-3835	511	15	costa	costa	PROPN
ajis02-3835	511	16	&	&	CCONJ
ajis02-3835	511	17	ribas	ribas	PROPN
ajis02-3835	511	18	,	,	PUNCT
ajis02-3835	511	19	2019	2019	NUM
ajis02-3835	511	20	gender	gender	NOUN
ajis02-3835	511	21	theory	theory	NOUN
ajis02-3835	511	22	conceptual	conceptual	ADJ
ajis02-3835	511	23	and	and	CCONJ
ajis02-3835	511	24	essays	essay	NOUN
ajis02-3835	511	25	gendered	gendere	VERB
ajis02-3835	511	26	technology	technology	NOUN
ajis02-3835	511	27	https://doi.org/10.1177/2053951717743530	https://doi.org/10.1177/2053951717743530	PROPN
ajis02-3835	511	28	https://doi.org/10.3127/ajis.v24i0.2799	https://doi.org/10.3127/ajis.v24i0.2799	X
ajis02-3835	511	29	australasian	australasian	ADJ
ajis02-3835	511	30	journal	journal	NOUN
ajis02-3835	511	31	of	of	ADP
ajis02-3835	511	32	information	information	NOUN
ajis02-3835	511	33	systems	system	NOUN
ajis02-3835	511	34	nadeem	nadeem	PROPN
ajis02-3835	511	35	,	,	PUNCT
ajis02-3835	511	36	marjanovic	marjanovic	PROPN
ajis02-3835	511	37	&	&	CCONJ
ajis02-3835	511	38	abedin	abedin	PROPN
ajis02-3835	511	39	2022	2022	NUM
ajis02-3835	511	40	,	,	PUNCT
ajis02-3835	511	41	vol	vol	NOUN
ajis02-3835	511	42	26	26	NUM
ajis02-3835	511	43	,	,	PUNCT
ajis02-3835	512	1	selected	select	VERB
ajis02-3835	512	2	papers	paper	NOUN
ajis02-3835	512	3	from	from	ADP
ajis02-3835	512	4	acis	acis	PROPN
ajis02-3835	512	5	2020	2020	NUM
ajis02-3835	512	6	gender	gender	NOUN
ajis02-3835	512	7	bias	bias	NOUN
ajis02-3835	512	8	in	in	ADP
ajis02-3835	512	9	ai	ai	PROPN
ajis02-3835	512	10	23	23	NUM
ajis02-3835	512	11	journal	journal	NOUN
ajis02-3835	512	12	of	of	ADP
ajis02-3835	512	13	research	research	NOUN
ajis02-3835	512	14	and	and	CCONJ
ajis02-3835	512	15	development	development	NOUN
ajis02-3835	512	16	ai	ai	PROPN
ajis02-3835	512	17	fairness	fairness	NOUN
ajis02-3835	512	18	360	360	NUM
ajis02-3835	512	19	bellamy	bellamy	NOUN
ajis02-3835	512	20	,	,	PUNCT
ajis02-3835	512	21	2018	2018	NUM
ajis02-3835	512	22	no	no	DET
ajis02-3835	512	23	theory	theory	NOUN
ajis02-3835	512	24	used	use	VERB
ajis02-3835	512	25	design	design	NOUN
ajis02-3835	512	26	science	science	NOUN
ajis02-3835	512	27	fairness	fairness	NOUN
ajis02-3835	512	28	toolkit	toolkit	NOUN
ajis02-3835	512	29	ai	ai	VERB
ajis02-3835	512	30	&	&	CCONJ
ajis02-3835	512	31	society	society	NOUN
ajis02-3835	512	32	algorithms	algorithm	NOUN
ajis02-3835	512	33	and	and	CCONJ
ajis02-3835	512	34	values	value	NOUN
ajis02-3835	512	35	injustice	injustice	NOUN
ajis02-3835	512	36	&	&	CCONJ
ajis02-3835	512	37	security	security	NOUN
ajis02-3835	512	38	hayes	hayes	PROPN
ajis02-3835	512	39	,	,	PUNCT
ajis02-3835	512	40	poel	poel	NOUN
ajis02-3835	512	41	,	,	PUNCT
ajis02-3835	512	42	steen	steen	PROPN
ajis02-3835	512	43	,	,	PUNCT
ajis02-3835	512	44	2020	2020	NUM
ajis02-3835	512	45	no	no	DET
ajis02-3835	512	46	theory	theory	NOUN
ajis02-3835	512	47	used	use	VERB
ajis02-3835	512	48	conceptual	conceptual	ADJ
ajis02-3835	512	49	and	and	CCONJ
ajis02-3835	512	50	essays	essay	NOUN
ajis02-3835	512	51	societal	societal	PROPN
ajis02-3835	512	52	international	international	PROPN
ajis02-3835	512	53	journal	journal	PROPN
ajis02-3835	512	54	of	of	ADP
ajis02-3835	512	55	law	law	NOUN
ajis02-3835	512	56	and	and	CCONJ
ajis02-3835	512	57	information	information	NOUN
ajis02-3835	512	58	technology	technology	NOUN
ajis02-3835	512	59	ai	ai	VERB
ajis02-3835	512	60	in	in	ADP
ajis02-3835	512	61	healthcare	healthcare	PROPN
ajis02-3835	512	62	:	:	PUNCT
ajis02-3835	512	63	a	a	DET
ajis02-3835	512	64	critical	critical	ADJ
ajis02-3835	512	65	analysis	analysis	NOUN
ajis02-3835	512	66	schonberger	schonberger	NOUN
ajis02-3835	512	67	,	,	PUNCT
ajis02-3835	512	68	2019	2019	NUM
ajis02-3835	512	69	no	no	DET
ajis02-3835	512	70	theory	theory	NOUN
ajis02-3835	512	71	used	use	VERB
ajis02-3835	512	72	literature	literature	NOUN
ajis02-3835	512	73	review	review	PROPN
ajis02-3835	512	74	healthcare	healthcare	NOUN
ajis02-3835	512	75	industry	industry	NOUN
ajis02-3835	512	76	sector	sector	NOUN
ajis02-3835	512	77	neural	neural	ADJ
ajis02-3835	512	78	computing	computing	NOUN
ajis02-3835	512	79	and	and	CCONJ
ajis02-3835	512	80	applications	application	NOUN
ajis02-3835	512	81	assessing	assess	VERB
ajis02-3835	512	82	gender	gender	NOUN
ajis02-3835	512	83	bias	bias	NOUN
ajis02-3835	512	84	in	in	ADP
ajis02-3835	512	85	machine	machine	NOUN
ajis02-3835	512	86	translation	translation	NOUN
ajis02-3835	512	87	prates	prate	NOUN
ajis02-3835	512	88	,	,	PUNCT
ajis02-3835	512	89	avelar	avelar	PROPN
ajis02-3835	512	90	,	,	PUNCT
ajis02-3835	512	91	lamb	lamb	PROPN
ajis02-3835	512	92	,	,	PUNCT
ajis02-3835	512	93	2019	2019	NUM
ajis02-3835	512	94	no	no	DET
ajis02-3835	512	95	theory	theory	NOUN
ajis02-3835	512	96	used	use	VERB
ajis02-3835	512	97	empirical	empirical	ADJ
ajis02-3835	512	98	(	(	PUNCT
ajis02-3835	512	99	case	case	NOUN
ajis02-3835	512	100	study	study	NOUN
ajis02-3835	512	101	)	)	PUNCT
ajis02-3835	512	102	machine	machine	NOUN
ajis02-3835	512	103	learning	learn	VERB
ajis02-3835	512	104	ieee	ieee	NOUN
ajis02-3835	512	105	security	security	NOUN
ajis02-3835	512	106	and	and	CCONJ
ajis02-3835	512	107	privacy	privacy	NOUN
ajis02-3835	512	108	automated	automate	VERB
ajis02-3835	512	109	decision	decision	NOUN
ajis02-3835	512	110	making	make	VERB
ajis02-3835	512	111	in	in	ADP
ajis02-3835	512	112	airport	airport	NOUN
ajis02-3835	512	113	checkpoints	checkpoint	NOUN
ajis02-3835	512	114	:	:	PUNCT
ajis02-3835	512	115	kyriazanos	kyriazanos	PROPN
ajis02-3835	512	116	et	et	PROPN
ajis02-3835	512	117	al	al	PROPN
ajis02-3835	512	118	.	.	PROPN
ajis02-3835	512	119	,	,	PUNCT
ajis02-3835	512	120	2019	2019	NUM
ajis02-3835	512	121	no	no	DET
ajis02-3835	512	122	theory	theory	NOUN
ajis02-3835	512	123	used	use	VERB
ajis02-3835	512	124	conceptual	conceptual	ADJ
ajis02-3835	512	125	and	and	CCONJ
ajis02-3835	512	126	essays	essay	NOUN
ajis02-3835	512	127	.	.	PUNCT
ajis02-3835	513	1	airport	airport	NOUN
ajis02-3835	513	2	checkpoints	checkpoint	NOUN
ajis02-3835	513	3	george	george	PROPN
ajis02-3835	513	4	washington	washington	PROPN
ajis02-3835	513	5	law	law	PROPN
ajis02-3835	513	6	review	review	NOUN
ajis02-3835	513	7	automating	automate	VERB
ajis02-3835	513	8	the	the	DET
ajis02-3835	513	9	risk	risk	NOUN
ajis02-3835	513	10	of	of	ADP
ajis02-3835	513	11	bias	bias	NOUN
ajis02-3835	513	12	johnson	johnson	PROPN
ajis02-3835	513	13	,	,	PUNCT
ajis02-3835	513	14	2019	2019	NUM
ajis02-3835	513	15	risk	risk	NOUN
ajis02-3835	513	16	management	management	NOUN
ajis02-3835	513	17	theory	theory	NOUN
ajis02-3835	513	18	,	,	PUNCT
ajis02-3835	513	19	traditional	traditional	ADJ
ajis02-3835	513	20	agency	agency	NOUN
ajis02-3835	513	21	theory	theory	NOUN
ajis02-3835	513	22	,	,	PUNCT
ajis02-3835	513	23	theory	theory	NOUN
ajis02-3835	513	24	of	of	ADP
ajis02-3835	513	25	commitment	commitment	NOUN
ajis02-3835	513	26	bias	bias	NOUN
ajis02-3835	513	27	conceptual	conceptual	ADJ
ajis02-3835	513	28	and	and	CCONJ
ajis02-3835	513	29	essays	essay	NOUN
ajis02-3835	513	30	ai	ai	VERB
ajis02-3835	513	31	software	software	NOUN
ajis02-3835	513	32	tools	tool	NOUN
ajis02-3835	513	33	management	management	NOUN
ajis02-3835	513	34	science	science	NOUN
ajis02-3835	513	35	algorithmic	algorithmic	ADJ
ajis02-3835	513	36	bias	bias	NOUN
ajis02-3835	513	37	?	?	PUNCT
ajis02-3835	514	1	an	an	DET
ajis02-3835	514	2	empirical	empirical	ADJ
ajis02-3835	514	3	study	study	NOUN
ajis02-3835	514	4	of	of	ADP
ajis02-3835	514	5	apparent	apparent	ADJ
ajis02-3835	514	6	gender	gender	NOUN
ajis02-3835	514	7	-	-	PUNCT
ajis02-3835	514	8	based	base	VERB
ajis02-3835	514	9	discrimination	discrimination	NOUN
ajis02-3835	514	10	in	in	ADP
ajis02-3835	514	11	the	the	DET
ajis02-3835	514	12	display	display	NOUN
ajis02-3835	514	13	of	of	ADP
ajis02-3835	514	14	stem	stem	NOUN
ajis02-3835	514	15	career	career	NOUN
ajis02-3835	514	16	lambrecht	lambrecht	NOUN
ajis02-3835	514	17	&	&	CCONJ
ajis02-3835	514	18	tucker	tucker	PROPN
ajis02-3835	514	19	,	,	PUNCT
ajis02-3835	514	20	2019	2019	NUM
ajis02-3835	514	21	no	no	DET
ajis02-3835	514	22	theory	theory	NOUN
ajis02-3835	514	23	used	use	VERB
ajis02-3835	514	24	design	design	NOUN
ajis02-3835	514	25	science	science	NOUN
ajis02-3835	514	26	stem	stem	NOUN
ajis02-3835	514	27	career	career	NOUN
ajis02-3835	514	28	data	datum	NOUN
ajis02-3835	514	29	mining	mining	NOUN
ajis02-3835	514	30	and	and	CCONJ
ajis02-3835	514	31	knowledge	knowledge	NOUN
ajis02-3835	514	32	discovery	discovery	NOUN
ajis02-3835	514	33	bias	bias	NOUN
ajis02-3835	514	34	in	in	ADP
ajis02-3835	514	35	datadriven	datadriven	ADJ
ajis02-3835	514	36	ai	ai	PROPN
ajis02-3835	514	37	systems	systems	PROPN
ajis02-3835	514	38	ntoutsi	ntoutsi	PROPN
ajis02-3835	514	39	et	et	PROPN
ajis02-3835	514	40	al	al	PROPN
ajis02-3835	514	41	.	.	PROPN
ajis02-3835	514	42	,	,	PUNCT
ajis02-3835	514	43	2019	2019	NUM
ajis02-3835	514	44	no	no	DET
ajis02-3835	514	45	theory	theory	NOUN
ajis02-3835	514	46	used	use	VERB
ajis02-3835	514	47	empirical	empirical	ADJ
ajis02-3835	514	48	(	(	PUNCT
ajis02-3835	514	49	survey	survey	NOUN
ajis02-3835	514	50	)	)	PUNCT
ajis02-3835	514	51	data	datum	NOUN
ajis02-3835	514	52	health	health	NOUN
ajis02-3835	514	53	equity	equity	PROPN
ajis02-3835	514	54	big	big	PROPN
ajis02-3835	514	55	data	data	PROPN
ajis02-3835	514	56	analytics	analytic	NOUN
ajis02-3835	514	57	and	and	CCONJ
ajis02-3835	514	58	the	the	DET
ajis02-3835	514	59	struggle	struggle	NOUN
ajis02-3835	514	60	for	for	ADP
ajis02-3835	514	61	equity	equity	NOUN
ajis02-3835	514	62	in	in	ADP
ajis02-3835	514	63	healthcare	healthcare	PROPN
ajis02-3835	514	64	:	:	PUNCT
ajis02-3835	514	65	the	the	DET
ajis02-3835	514	66	promise	promise	NOUN
ajis02-3835	514	67	&	&	CCONJ
ajis02-3835	514	68	perils	peril	NOUN
ajis02-3835	514	69	.	.	PUNCT
ajis02-3835	515	1	ibrahim	ibrahim	PROPN
ajis02-3835	515	2	,	,	PUNCT
ajis02-3835	515	3	charlson	charlson	PROPN
ajis02-3835	515	4	,	,	PUNCT
ajis02-3835	515	5	neill	neill	PROPN
ajis02-3835	515	6	,	,	PUNCT
ajis02-3835	515	7	2020	2020	NUM
ajis02-3835	515	8	no	no	DET
ajis02-3835	515	9	theory	theory	NOUN
ajis02-3835	515	10	used	use	VERB
ajis02-3835	515	11	conceptual	conceptual	ADJ
ajis02-3835	515	12	and	and	CCONJ
ajis02-3835	515	13	essays	essay	NOUN
ajis02-3835	515	14	.	.	PUNCT
ajis02-3835	516	1	healthcare	healthcare	NOUN
ajis02-3835	516	2	industry	industry	NOUN
ajis02-3835	516	3	sector	sector	NOUN
ajis02-3835	516	4	ama	ama	PROPN
ajis02-3835	516	5	journal	journal	NOUN
ajis02-3835	516	6	of	of	ADP
ajis02-3835	516	7	ethics	ethic	NOUN
ajis02-3835	516	8	can	can	AUX
ajis02-3835	516	9	ai	ai	AUX
ajis02-3835	516	10	help	help	NOUN
ajis02-3835	516	11	reduce	reduce	VERB
ajis02-3835	516	12	disparities	disparity	NOUN
ajis02-3835	516	13	in	in	ADP
ajis02-3835	516	14	general	general	PROPN
ajis02-3835	516	15	medical	medical	PROPN
ajis02-3835	516	16	&	&	CCONJ
ajis02-3835	516	17	medical	medical	ADJ
ajis02-3835	516	18	healthcare	healthcare	PROPN
ajis02-3835	516	19	?	?	PUNCT
ajis02-3835	517	1	chen	chen	PROPN
ajis02-3835	517	2	,	,	PUNCT
ajis02-3835	517	3	szolovits	szolovit	NOUN
ajis02-3835	517	4	,	,	PUNCT
ajis02-3835	517	5	ghassemi	ghassemi	NOUN
ajis02-3835	517	6	,	,	PUNCT
ajis02-3835	517	7	2019	2019	NUM
ajis02-3835	517	8	no	no	DET
ajis02-3835	517	9	theory	theory	NOUN
ajis02-3835	517	10	used	use	VERB
ajis02-3835	517	11	empirical	empirical	ADJ
ajis02-3835	517	12	(	(	PUNCT
ajis02-3835	517	13	case	case	NOUN
ajis02-3835	517	14	study	study	NOUN
ajis02-3835	517	15	)	)	PUNCT
ajis02-3835	517	16	healthcare	healthcare	NOUN
ajis02-3835	517	17	industry	industry	NOUN
ajis02-3835	517	18	sector	sector	NOUN
ajis02-3835	517	19	journal	journal	NOUN
ajis02-3835	517	20	of	of	ADP
ajis02-3835	517	21	intelligent	intelligent	ADJ
ajis02-3835	517	22	information	information	NOUN
ajis02-3835	517	23	systems	system	NOUN
ajis02-3835	517	24	causal	causal	NOUN
ajis02-3835	517	25	inference	inference	NOUN
ajis02-3835	517	26	for	for	ADP
ajis02-3835	517	27	social	social	ADJ
ajis02-3835	517	28	discrimination	discrimination	NOUN
ajis02-3835	517	29	reasoning	reasoning	NOUN
ajis02-3835	517	30	.	.	PUNCT
ajis02-3835	518	1	qureshi	qureshi	PROPN
ajis02-3835	518	2	et	et	PROPN
ajis02-3835	518	3	al	al	PROPN
ajis02-3835	518	4	.	.	PROPN
ajis02-3835	518	5	,	,	PUNCT
ajis02-3835	518	6	2020	2020	NUM
ajis02-3835	518	7	no	no	DET
ajis02-3835	518	8	theory	theory	NOUN
ajis02-3835	518	9	used	use	VERB
ajis02-3835	518	10	design	design	NOUN
ajis02-3835	518	11	science	science	NOUN
ajis02-3835	518	12	testing	testing	NOUN
ajis02-3835	518	13	of	of	ADP
ajis02-3835	518	14	algorithms	algorithm	NOUN
ajis02-3835	518	15	humancomputer	humancomputer	NOUN
ajis02-3835	518	16	interaction	interaction	NOUN
ajis02-3835	518	17	designing	design	VERB
ajis02-3835	518	18	fair	fair	ADJ
ajis02-3835	518	19	ai	ai	VERB
ajis02-3835	518	20	for	for	ADP
ajis02-3835	518	21	managing	manage	VERB
ajis02-3835	518	22	employees	employee	NOUN
ajis02-3835	518	23	in	in	ADP
ajis02-3835	518	24	organizations	organization	NOUN
ajis02-3835	518	25	:	:	PUNCT
ajis02-3835	518	26	a	a	DET
ajis02-3835	518	27	review	review	NOUN
ajis02-3835	518	28	,	,	PUNCT
ajis02-3835	518	29	critique	critique	PROPN
ajis02-3835	518	30	&	&	CCONJ
ajis02-3835	518	31	design	design	PROPN
ajis02-3835	518	32	agenda	agenda	PROPN
ajis02-3835	518	33	robert	robert	PROPN
ajis02-3835	518	34	et	et	PROPN
ajis02-3835	518	35	al	al	PROPN
ajis02-3835	518	36	.	.	PROPN
ajis02-3835	518	37	,	,	PUNCT
ajis02-3835	518	38	2020	2020	NUM
ajis02-3835	518	39	organizational	organizational	ADJ
ajis02-3835	518	40	justice	justice	NOUN
ajis02-3835	518	41	theory	theory	PROPN
ajis02-3835	518	42	&	&	CCONJ
ajis02-3835	518	43	adam	adam	PROPN
ajis02-3835	518	44	’s	’s	PART
ajis02-3835	518	45	equity	equity	PROPN
ajis02-3835	518	46	theory	theory	PROPN
ajis02-3835	518	47	literature	literature	PROPN
ajis02-3835	518	48	review	review	VERB
ajis02-3835	518	49	human	human	ADJ
ajis02-3835	518	50	resource	resource	NOUN
ajis02-3835	518	51	australasian	australasian	ADJ
ajis02-3835	518	52	journal	journal	NOUN
ajis02-3835	518	53	of	of	ADP
ajis02-3835	518	54	information	information	NOUN
ajis02-3835	518	55	systems	system	NOUN
ajis02-3835	518	56	nadeem	nadeem	PROPN
ajis02-3835	518	57	,	,	PUNCT
ajis02-3835	518	58	marjanovic	marjanovic	PROPN
ajis02-3835	518	59	&	&	CCONJ
ajis02-3835	518	60	abedin	abedin	PROPN
ajis02-3835	518	61	2022	2022	NUM
ajis02-3835	518	62	,	,	PUNCT
ajis02-3835	518	63	vol	vol	NOUN
ajis02-3835	518	64	26	26	NUM
ajis02-3835	518	65	,	,	PUNCT
ajis02-3835	518	66	selected	select	VERB
ajis02-3835	518	67	papers	paper	NOUN
ajis02-3835	518	68	from	from	ADP
ajis02-3835	518	69	acis	acis	PROPN
ajis02-3835	518	70	2020	2020	NUM
ajis02-3835	518	71	gender	gender	NOUN
ajis02-3835	518	72	bias	bias	NOUN
ajis02-3835	518	73	in	in	ADP
ajis02-3835	518	74	ai	ai	PROPN
ajis02-3835	518	75	24	24	NUM
ajis02-3835	518	76	journal	journal	NOUN
ajis02-3835	518	77	of	of	ADP
ajis02-3835	518	78	information	information	NOUN
ajis02-3835	518	79	,	,	PUNCT
ajis02-3835	518	80	communication	communication	NOUN
ajis02-3835	518	81	,	,	PUNCT
ajis02-3835	518	82	and	and	CCONJ
ajis02-3835	518	83	ethics	ethic	NOUN
ajis02-3835	518	84	in	in	ADP
ajis02-3835	518	85	society	society	NOUN
ajis02-3835	518	86	detecting	detect	VERB
ajis02-3835	518	87	racial	racial	ADJ
ajis02-3835	518	88	bias	bias	NOUN
ajis02-3835	518	89	in	in	ADP
ajis02-3835	518	90	algorithm	algorithm	NOUN
ajis02-3835	518	91	and	and	CCONJ
ajis02-3835	518	92	machine	machine	NOUN
ajis02-3835	518	93	learning	learning	PROPN
ajis02-3835	518	94	lee	lee	PROPN
ajis02-3835	518	95	,	,	PUNCT
ajis02-3835	518	96	2018	2018	NUM
ajis02-3835	518	97	no	no	DET
ajis02-3835	518	98	theory	theory	NOUN
ajis02-3835	518	99	used	use	VERB
ajis02-3835	518	100	conceptual	conceptual	ADJ
ajis02-3835	518	101	and	and	CCONJ
ajis02-3835	518	102	essays	essay	NOUN
ajis02-3835	518	103	.	.	PUNCT
ajis02-3835	519	1	machine	machine	NOUN
ajis02-3835	519	2	learning	learning	PROPN
ajis02-3835	519	3	journal	journal	PROPN
ajis02-3835	519	4	of	of	ADP
ajis02-3835	519	5	business	business	NOUN
ajis02-3835	519	6	ethics	ethic	NOUN
ajis02-3835	519	7	ethical	ethical	ADJ
ajis02-3835	519	8	implications	implication	NOUN
ajis02-3835	519	9	and	and	CCONJ
ajis02-3835	519	10	accountability	accountability	NOUN
ajis02-3835	519	11	of	of	ADP
ajis02-3835	519	12	algorithms	algorithms	PROPN
ajis02-3835	519	13	martin	martin	PROPN
ajis02-3835	519	14	,	,	PUNCT
ajis02-3835	519	15	2019	2019	NUM
ajis02-3835	519	16	theory	theory	NOUN
ajis02-3835	519	17	of	of	ADP
ajis02-3835	519	18	algorithmic	algorithmic	ADJ
ajis02-3835	519	19	accountability	accountability	NOUN
ajis02-3835	519	20	,	,	PUNCT
ajis02-3835	519	21	decisionmaking	decisionmake	VERB
ajis02-3835	519	22	theory	theory	NOUN
ajis02-3835	519	23	conceptual	conceptual	ADJ
ajis02-3835	519	24	and	and	CCONJ
ajis02-3835	519	25	essays	essay	NOUN
ajis02-3835	519	26	.	.	PUNCT
ajis02-3835	520	1	ethics	ethic	NOUN
ajis02-3835	520	2	&	&	CCONJ
ajis02-3835	520	3	accountability	accountability	NOUN
ajis02-3835	520	4	of	of	ADP
ajis02-3835	520	5	algorithms	algorithm	NOUN
ajis02-3835	520	6	engineering	engineer	VERB
ajis02-3835	520	7	ethical	ethical	ADJ
ajis02-3835	520	8	principles	principle	NOUN
ajis02-3835	520	9	and	and	CCONJ
ajis02-3835	520	10	governance	governance	NOUN
ajis02-3835	520	11	technology	technology	NOUN
ajis02-3835	520	12	development	development	NOUN
ajis02-3835	520	13	of	of	ADP
ajis02-3835	520	14	ai	ai	PROPN
ajis02-3835	520	15	in	in	ADP
ajis02-3835	520	16	china	china	PROPN
ajis02-3835	520	17	wu	wu	PROPN
ajis02-3835	520	18	,	,	PUNCT
ajis02-3835	520	19	huang	huang	PROPN
ajis02-3835	520	20	,	,	PUNCT
ajis02-3835	520	21	gong	gong	PROPN
ajis02-3835	520	22	,	,	PUNCT
ajis02-3835	520	23	2019	2019	NUM
ajis02-3835	520	24	no	no	DET
ajis02-3835	520	25	theory	theory	NOUN
ajis02-3835	520	26	used	use	VERB
ajis02-3835	520	27	conceptual	conceptual	ADJ
ajis02-3835	520	28	and	and	CCONJ
ajis02-3835	520	29	essays	essay	NOUN
ajis02-3835	520	30	.	.	PUNCT
ajis02-3835	521	1	country	country	NOUN
ajis02-3835	521	2	(	(	PUNCT
ajis02-3835	521	3	national	national	ADJ
ajis02-3835	521	4	use	use	NOUN
ajis02-3835	521	5	of	of	ADP
ajis02-3835	521	6	ai	ai	NOUN
ajis02-3835	521	7	)	)	PUNCT
ajis02-3835	521	8	humanities	humanity	NOUN
ajis02-3835	521	9	and	and	CCONJ
ajis02-3835	521	10	social	social	ADJ
ajis02-3835	521	11	sciences	science	NOUN
ajis02-3835	521	12	communications	communication	NOUN
ajis02-3835	521	13	ethical	ethical	ADJ
ajis02-3835	521	14	principles	principle	NOUN
ajis02-3835	521	15	in	in	ADP
ajis02-3835	521	16	ml	ml	PROPN
ajis02-3835	521	17	&	&	CCONJ
ajis02-3835	521	18	ai	ai	VERB
ajis02-3835	521	19	:	:	PUNCT
ajis02-3835	521	20	cases	case	NOUN
ajis02-3835	521	21	from	from	ADP
ajis02-3835	521	22	the	the	DET
ajis02-3835	521	23	field	field	NOUN
ajis02-3835	521	24	and	and	CCONJ
ajis02-3835	521	25	possible	possible	ADJ
ajis02-3835	521	26	ways	way	NOUN
ajis02-3835	521	27	forward	forward	ADV
ajis02-3835	521	28	piano	piano	NOUN
ajis02-3835	521	29	,	,	PUNCT
ajis02-3835	521	30	2020	2020	NUM
ajis02-3835	521	31	no	no	DET
ajis02-3835	521	32	theory	theory	NOUN
ajis02-3835	521	33	used	use	VERB
ajis02-3835	521	34	literature	literature	PROPN
ajis02-3835	521	35	review	review	PROPN
ajis02-3835	521	36	autonomous	autonomous	ADJ
ajis02-3835	521	37	vehicles	vehicle	NOUN
ajis02-3835	521	38	artificial	artificial	ADJ
ajis02-3835	521	39	intelligence	intelligence	NOUN
ajis02-3835	521	40	and	and	CCONJ
ajis02-3835	521	41	law	law	NOUN
ajis02-3835	521	42	evaluating	evaluating	NOUN
ajis02-3835	521	43	causes	cause	NOUN
ajis02-3835	521	44	of	of	ADP
ajis02-3835	521	45	algorithmic	algorithmic	ADJ
ajis02-3835	521	46	bias	bias	NOUN
ajis02-3835	521	47	in	in	ADP
ajis02-3835	521	48	juvenile	juvenile	ADJ
ajis02-3835	521	49	criminal	criminal	ADJ
ajis02-3835	521	50	recidivism	recidivism	NOUN
ajis02-3835	521	51	miron	miron	X
ajis02-3835	521	52	et	et	PROPN
ajis02-3835	521	53	al	al	PROPN
ajis02-3835	521	54	.	.	PROPN
ajis02-3835	521	55	,	,	PUNCT
ajis02-3835	521	56	2020	2020	NUM
ajis02-3835	522	1	no	no	DET
ajis02-3835	522	2	theory	theory	NOUN
ajis02-3835	522	3	used	use	VERB
ajis02-3835	522	4	designs	design	NOUN
ajis02-3835	522	5	science	science	NOUN
ajis02-3835	522	6	criminal	criminal	PROPN
ajis02-3835	522	7	justice	justice	PROPN
ajis02-3835	522	8	information	information	NOUN
ajis02-3835	522	9	fusion	fusion	NOUN
ajis02-3835	522	10	explainable	explainable	ADJ
ajis02-3835	522	11	ai(xai	ai(xai	NOUN
ajis02-3835	522	12	):	):	PUNCT
ajis02-3835	522	13	concepts	concept	NOUN
ajis02-3835	522	14	,	,	PUNCT
ajis02-3835	522	15	taxonomies	taxonomy	NOUN
ajis02-3835	522	16	,	,	PUNCT
ajis02-3835	522	17	opportunities	opportunity	NOUN
ajis02-3835	522	18	&	&	CCONJ
ajis02-3835	522	19	challenges	challenge	NOUN
ajis02-3835	522	20	towards	towards	ADP
ajis02-3835	522	21	responsible	responsible	ADJ
ajis02-3835	522	22	ai	ai	VERB
ajis02-3835	522	23	arrieta	arrieta	PROPN
ajis02-3835	522	24	et	et	PROPN
ajis02-3835	522	25	al	al	PROPN
ajis02-3835	522	26	.	.	PROPN
ajis02-3835	522	27	,	,	PUNCT
ajis02-3835	522	28	2020	2020	NUM
ajis02-3835	522	29	game	game	NOUN
ajis02-3835	522	30	theory	theory	NOUN
ajis02-3835	522	31	,	,	PUNCT
ajis02-3835	522	32	theory	theory	NOUN
ajis02-3835	522	33	guided	guide	VERB
ajis02-3835	522	34	data	datum	NOUN
ajis02-3835	522	35	science	science	NOUN
ajis02-3835	522	36	conceptual	conceptual	ADJ
ajis02-3835	522	37	and	and	CCONJ
ajis02-3835	522	38	essays	essay	NOUN
ajis02-3835	522	39	responsible	responsible	ADJ
ajis02-3835	522	40	ai	ai	VERB
ajis02-3835	522	41	business	business	NOUN
ajis02-3835	522	42	and	and	CCONJ
ajis02-3835	522	43	information	information	NOUN
ajis02-3835	522	44	systems	system	NOUN
ajis02-3835	522	45	engineering	engineering	NOUN
ajis02-3835	522	46	fair	fair	ADJ
ajis02-3835	522	47	ai	ai	VERB
ajis02-3835	522	48	challenges	challenge	NOUN
ajis02-3835	522	49	and	and	CCONJ
ajis02-3835	522	50	opportunities	opportunity	NOUN
ajis02-3835	522	51	feuerriegel	feuerriegel	NOUN
ajis02-3835	522	52	,	,	PUNCT
ajis02-3835	522	53	dolata	dolata	NOUN
ajis02-3835	522	54	,	,	PUNCT
ajis02-3835	522	55	schwabe	schwabe	NOUN
ajis02-3835	522	56	,	,	PUNCT
ajis02-3835	522	57	2020	2020	NUM
ajis02-3835	523	1	no	no	DET
ajis02-3835	523	2	theory	theory	NOUN
ajis02-3835	523	3	used	use	VERB
ajis02-3835	523	4	conceptual	conceptual	ADJ
ajis02-3835	523	5	and	and	CCONJ
ajis02-3835	523	6	essays	essay	NOUN
ajis02-3835	523	7	.	.	PUNCT
ajis02-3835	524	1	fairness	fairness	NOUN
ajis02-3835	524	2	in	in	ADP
ajis02-3835	524	3	ai	ai	PRON
ajis02-3835	524	4	big	big	ADJ
ajis02-3835	524	5	data	datum	NOUN
ajis02-3835	524	6	and	and	CCONJ
ajis02-3835	524	7	society	society	NOUN
ajis02-3835	524	8	fair	fair	ADJ
ajis02-3835	524	9	machine	machine	NOUN
ajis02-3835	524	10	learning	learn	VERB
ajis02-3835	524	11	in	in	ADP
ajis02-3835	524	12	the	the	DET
ajis02-3835	524	13	real	real	ADJ
ajis02-3835	524	14	world	world	NOUN
ajis02-3835	524	15	:	:	PUNCT
ajis02-3835	524	16	mitigating	mitigate	VERB
ajis02-3835	524	17	discrimination	discrimination	NOUN
ajis02-3835	524	18	without	without	ADP
ajis02-3835	524	19	collecting	collect	VERB
ajis02-3835	524	20	sensitive	sensitive	ADJ
ajis02-3835	524	21	data	datum	NOUN
ajis02-3835	524	22	veale	veale	NOUN
ajis02-3835	524	23	&	&	CCONJ
ajis02-3835	524	24	binns	binn	NOUN
ajis02-3835	524	25	,	,	PUNCT
ajis02-3835	524	26	2017	2017	NUM
ajis02-3835	524	27	no	no	DET
ajis02-3835	524	28	theory	theory	NOUN
ajis02-3835	524	29	used	use	VERB
ajis02-3835	524	30	conceptual	conceptual	ADJ
ajis02-3835	524	31	and	and	CCONJ
ajis02-3835	524	32	essays	essay	NOUN
ajis02-3835	524	33	.	.	PUNCT
ajis02-3835	525	1	fairness	fairness	NOUN
ajis02-3835	525	2	in	in	ADP
ajis02-3835	525	3	ai	ai	PRON
ajis02-3835	525	4	sociological	sociological	ADJ
ajis02-3835	525	5	methods	method	NOUN
ajis02-3835	525	6	and	and	CCONJ
ajis02-3835	525	7	research	research	NOUN
ajis02-3835	525	8	fairness	fairness	NOUN
ajis02-3835	525	9	in	in	ADP
ajis02-3835	525	10	criminal	criminal	ADJ
ajis02-3835	525	11	justice	justice	NOUN
ajis02-3835	525	12	risk	risk	NOUN
ajis02-3835	525	13	assessments	assessment	NOUN
ajis02-3835	525	14	:	:	PUNCT
ajis02-3835	525	15	the	the	DET
ajis02-3835	525	16	state	state	NOUN
ajis02-3835	525	17	of	of	ADP
ajis02-3835	525	18	the	the	DET
ajis02-3835	525	19	art	art	NOUN
ajis02-3835	525	20	.	.	PUNCT
ajis02-3835	526	1	berk	berk	PROPN
ajis02-3835	526	2	et	et	PROPN
ajis02-3835	526	3	al	al	PROPN
ajis02-3835	526	4	.	.	PROPN
ajis02-3835	526	5	,	,	PUNCT
ajis02-3835	526	6	2018	2018	NUM
ajis02-3835	526	7	no	no	DET
ajis02-3835	526	8	theory	theory	NOUN
ajis02-3835	526	9	used	use	VERB
ajis02-3835	526	10	literature	literature	NOUN
ajis02-3835	526	11	review	review	PROPN
ajis02-3835	526	12	criminal	criminal	PROPN
ajis02-3835	526	13	justice	justice	PROPN
ajis02-3835	526	14	online	online	PROPN
ajis02-3835	526	15	information	information	PROPN
ajis02-3835	526	16	review	review	VERB
ajis02-3835	526	17	gender	gender	NOUN
ajis02-3835	526	18	bias	bias	NOUN
ajis02-3835	526	19	in	in	ADP
ajis02-3835	526	20	ml	ml	NOUN
ajis02-3835	526	21	for	for	ADP
ajis02-3835	526	22	sentiment	sentiment	NOUN
ajis02-3835	526	23	analysis	analysis	NOUN
ajis02-3835	526	24	thelwall	thelwall	NOUN
ajis02-3835	526	25	2017	2017	NUM
ajis02-3835	526	26	no	no	DET
ajis02-3835	526	27	theory	theory	NOUN
ajis02-3835	526	28	used	use	VERB
ajis02-3835	526	29	.	.	PUNCT
ajis02-3835	527	1	design	design	NOUN
ajis02-3835	527	2	science	science	NOUN
ajis02-3835	527	3	ml	ml	ADP
ajis02-3835	527	4	digital	digital	ADJ
ajis02-3835	527	5	medicine	medicine	NOUN
ajis02-3835	527	6	predictably	predictably	ADV
ajis02-3835	527	7	unequal	unequal	ADJ
ajis02-3835	527	8	:	:	PUNCT
ajis02-3835	527	9	understanding	understand	VERB
ajis02-3835	527	10	and	and	CCONJ
ajis02-3835	527	11	addressing	address	VERB
ajis02-3835	527	12	concerns	concern	NOUN
ajis02-3835	527	13	that	that	PRON
ajis02-3835	527	14	paulus	paulus	PROPN
ajis02-3835	527	15	&	&	CCONJ
ajis02-3835	527	16	kent	kent	PROPN
ajis02-3835	527	17	,	,	PUNCT
ajis02-3835	527	18	2020	2020	NUM
ajis02-3835	527	19	no	no	DET
ajis02-3835	527	20	theory	theory	NOUN
ajis02-3835	527	21	used	use	VERB
ajis02-3835	527	22	design	design	NOUN
ajis02-3835	527	23	science	science	NOUN
ajis02-3835	527	24	healthcare	healthcare	PROPN
ajis02-3835	527	25	australasian	australasian	ADJ
ajis02-3835	527	26	journal	journal	NOUN
ajis02-3835	527	27	of	of	ADP
ajis02-3835	527	28	information	information	NOUN
ajis02-3835	527	29	systems	system	NOUN
ajis02-3835	527	30	nadeem	nadeem	PROPN
ajis02-3835	527	31	,	,	PUNCT
ajis02-3835	527	32	marjanovic	marjanovic	PROPN
ajis02-3835	527	33	&	&	CCONJ
ajis02-3835	527	34	abedin	abedin	PROPN
ajis02-3835	527	35	2022	2022	NUM
ajis02-3835	527	36	,	,	PUNCT
ajis02-3835	527	37	vol	vol	NOUN
ajis02-3835	527	38	26	26	NUM
ajis02-3835	527	39	,	,	PUNCT
ajis02-3835	527	40	selected	select	VERB
ajis02-3835	527	41	papers	paper	NOUN
ajis02-3835	527	42	from	from	ADP
ajis02-3835	527	43	acis	acis	PROPN
ajis02-3835	527	44	2020	2020	NUM
ajis02-3835	527	45	gender	gender	NOUN
ajis02-3835	527	46	bias	bias	NOUN
ajis02-3835	527	47	in	in	ADP
ajis02-3835	527	48	ai	ai	PROPN
ajis02-3835	527	49	25	25	NUM
ajis02-3835	527	50	algorithmic	algorithmic	ADJ
ajis02-3835	527	51	clinical	clinical	ADJ
ajis02-3835	527	52	predictions	prediction	NOUN
ajis02-3835	527	53	increase	increase	VERB
ajis02-3835	527	54	health	health	NOUN
ajis02-3835	527	55	disparities	disparity	NOUN
ajis02-3835	527	56	digital	digital	ADJ
ajis02-3835	527	57	medicine	medicine	NOUN
ajis02-3835	527	58	sex	sex	NOUN
ajis02-3835	527	59	&	&	CCONJ
ajis02-3835	527	60	gender	gender	NOUN
ajis02-3835	527	61	differences	difference	NOUN
ajis02-3835	527	62	and	and	CCONJ
ajis02-3835	527	63	biases	bias	NOUN
ajis02-3835	527	64	in	in	ADP
ajis02-3835	527	65	ai	ai	NOUN
ajis02-3835	527	66	for	for	ADP
ajis02-3835	527	67	biomedicine	biomedicine	NOUN
ajis02-3835	527	68	&	&	CCONJ
ajis02-3835	527	69	healthcare	healthcare	PROPN
ajis02-3835	527	70	cirillo	cirillo	PROPN
ajis02-3835	527	71	et	et	PROPN
ajis02-3835	527	72	al	al	PROPN
ajis02-3835	527	73	.	.	PROPN
ajis02-3835	527	74	,	,	PUNCT
ajis02-3835	527	75	2020	2020	NUM
ajis02-3835	528	1	no	no	DET
ajis02-3835	528	2	theory	theory	NOUN
ajis02-3835	528	3	used	use	VERB
ajis02-3835	528	4	empirical	empirical	ADJ
ajis02-3835	528	5	(	(	PUNCT
ajis02-3835	528	6	survey	survey	NOUN
ajis02-3835	528	7	)	)	PUNCT
ajis02-3835	528	8	healthcare	healthcare	NOUN
ajis02-3835	528	9	futures	future	NOUN
ajis02-3835	528	10	the	the	DET
ajis02-3835	528	11	application	application	NOUN
ajis02-3835	528	12	of	of	ADP
ajis02-3835	528	13	ai	ai	NOUN
ajis02-3835	528	14	in	in	ADP
ajis02-3835	528	15	police	police	NOUN
ajis02-3835	528	16	interrogations	interrogation	NOUN
ajis02-3835	528	17	:	:	PUNCT
ajis02-3835	528	18	an	an	DET
ajis02-3835	528	19	analysis	analysis	NOUN
ajis02-3835	528	20	addressing	address	VERB
ajis02-3835	528	21	the	the	DET
ajis02-3835	528	22	proposed	propose	VERB
ajis02-3835	528	23	effect	effect	NOUN
ajis02-3835	528	24	ai	ai	VERB
ajis02-3835	528	25	has	have	VERB
ajis02-3835	528	26	on	on	ADP
ajis02-3835	528	27	racial	racial	ADJ
ajis02-3835	528	28	and	and	CCONJ
ajis02-3835	528	29	gender	gender	NOUN
ajis02-3835	528	30	bias	bias	PROPN
ajis02-3835	528	31	noriega	noriega	PROPN
ajis02-3835	528	32	,	,	PUNCT
ajis02-3835	528	33	2020	2020	NUM
ajis02-3835	528	34	uncanny	uncanny	ADJ
ajis02-3835	528	35	theory	theory	NOUN
ajis02-3835	528	36	conceptual	conceptual	ADJ
ajis02-3835	528	37	and	and	CCONJ
ajis02-3835	528	38	essays	essay	NOUN
ajis02-3835	528	39	criminal	criminal	ADJ
ajis02-3835	528	40	justice	justice	PROPN
ajis02-3835	528	41	australasian	australasian	ADJ
ajis02-3835	528	42	journal	journal	NOUN
ajis02-3835	528	43	of	of	ADP
ajis02-3835	528	44	information	information	NOUN
ajis02-3835	528	45	systems	system	NOUN
ajis02-3835	528	46	the	the	DET
ajis02-3835	528	47	three	three	NUM
ajis02-3835	528	48	harms	harm	NOUN
ajis02-3835	528	49	of	of	ADP
ajis02-3835	528	50	gendered	gendered	PROPN
ajis02-3835	528	51	technology	technology	PROPN
ajis02-3835	528	52	wang	wang	PROPN
ajis02-3835	528	53	,	,	PUNCT
ajis02-3835	528	54	2020	2020	NUM
ajis02-3835	529	1	no	no	DET
ajis02-3835	529	2	theory	theory	NOUN
ajis02-3835	529	3	used	use	VERB
ajis02-3835	529	4	conceptual	conceptual	ADJ
ajis02-3835	529	5	and	and	CCONJ
ajis02-3835	529	6	essays	essay	NOUN
ajis02-3835	529	7	decision	decision	NOUN
ajis02-3835	529	8	making	make	VERB
ajis02-3835	529	9	ieee	ieee	NOUN
ajis02-3835	529	10	transactions	transaction	NOUN
ajis02-3835	529	11	on	on	ADP
ajis02-3835	529	12	visualization	visualization	NOUN
ajis02-3835	529	13	and	and	CCONJ
ajis02-3835	529	14	computer	computer	NOUN
ajis02-3835	529	15	graphics	graphic	NOUN
ajis02-3835	529	16	fair	fair	ADJ
ajis02-3835	529	17	sight	sight	NOUN
ajis02-3835	529	18	:	:	PUNCT
ajis02-3835	529	19	visual	visual	ADJ
ajis02-3835	529	20	analytics	analytic	NOUN
ajis02-3835	529	21	for	for	ADP
ajis02-3835	529	22	fairness	fairness	NOUN
ajis02-3835	529	23	in	in	ADP
ajis02-3835	529	24	decision	decision	NOUN
ajis02-3835	529	25	making	make	VERB
ajis02-3835	529	26	ahn	ahn	PROPN
ajis02-3835	529	27	&	&	CCONJ
ajis02-3835	529	28	lin	lin	PROPN
ajis02-3835	529	29	,	,	PUNCT
ajis02-3835	529	30	2020	2020	NUM
ajis02-3835	529	31	no	no	DET
ajis02-3835	529	32	theory	theory	NOUN
ajis02-3835	529	33	used	use	VERB
ajis02-3835	529	34	empirical	empirical	ADJ
ajis02-3835	529	35	(	(	PUNCT
ajis02-3835	529	36	case	case	NOUN
ajis02-3835	529	37	study	study	NOUN
ajis02-3835	529	38	)	)	PUNCT
ajis02-3835	529	39	visual	visual	ADJ
ajis02-3835	529	40	analytics	analytics	PROPN
ajis02-3835	529	41	cambridge	cambridge	PROPN
ajis02-3835	529	42	journal	journal	PROPN
ajis02-3835	529	43	of	of	ADP
ajis02-3835	529	44	regions	region	NOUN
ajis02-3835	529	45	,	,	PUNCT
ajis02-3835	529	46	economy	economy	NOUN
ajis02-3835	529	47	,	,	PUNCT
ajis02-3835	529	48	and	and	CCONJ
ajis02-3835	529	49	society	society	NOUN
ajis02-3835	529	50	when	when	SCONJ
ajis02-3835	529	51	machines	machine	NOUN
ajis02-3835	529	52	think	think	VERB
ajis02-3835	529	53	for	for	ADP
ajis02-3835	529	54	us	we	PRON
ajis02-3835	529	55	:	:	PUNCT
ajis02-3835	529	56	the	the	DET
ajis02-3835	529	57	consequences	consequence	NOUN
ajis02-3835	529	58	for	for	ADP
ajis02-3835	529	59	work	work	NOUN
ajis02-3835	529	60	and	and	CCONJ
ajis02-3835	529	61	place	place	PROPN
ajis02-3835	529	62	clifton	clifton	PROPN
ajis02-3835	529	63	,	,	PUNCT
ajis02-3835	529	64	glasmeier	glasmeier	NOUN
ajis02-3835	529	65	,	,	PUNCT
ajis02-3835	529	66	gray	gray	ADJ
ajis02-3835	529	67	,	,	PUNCT
ajis02-3835	529	68	2020	2020	NUM
ajis02-3835	529	69	no	no	DET
ajis02-3835	529	70	theory	theory	NOUN
ajis02-3835	529	71	used	use	VERB
ajis02-3835	529	72	conceptual	conceptual	ADJ
ajis02-3835	529	73	and	and	CCONJ
ajis02-3835	529	74	essays	essays	ADJ
ajis02-3835	529	75	workplaces	workplace	NOUN
ajis02-3835	529	76	and	and	CCONJ
ajis02-3835	529	77	society	society	NOUN
ajis02-3835	529	78	table	table	NOUN
ajis02-3835	529	79	2	2	NUM
ajis02-3835	529	80	.	.	PUNCT
ajis02-3835	529	81	characteristics	characteristic	NOUN
ajis02-3835	529	82	of	of	ADP
ajis02-3835	529	83	gender	gender	NOUN
ajis02-3835	529	84	bias	bias	NOUN
ajis02-3835	529	85	in	in	ADP
ajis02-3835	529	86	ai	ai	PROPN
ajis02-3835	529	87	grouping	group	VERB
ajis02-3835	529	88	of	of	ADP
ajis02-3835	529	89	concepts/	concepts/	NOUN
ajis02-3835	529	90	themes	theme	NOUN
ajis02-3835	529	91	grouping	group	VERB
ajis02-3835	529	92	of	of	ADP
ajis02-3835	529	93	characteristics	characteristic	NOUN
ajis02-3835	529	94	/	/	SYM
ajis02-3835	529	95	concepts	concept	NOUN
ajis02-3835	529	96	characteristics	characteristic	NOUN
ajis02-3835	529	97	of	of	ADP
ajis02-3835	529	98	gender	gender	NOUN
ajis02-3835	529	99	bias	bias	NOUN
ajis02-3835	529	100	in	in	ADP
ajis02-3835	529	101	ai	ai	PROPN
ajis02-3835	529	102	source	source	NOUN
ajis02-3835	529	103	description	description	NOUN
ajis02-3835	529	104	so	so	SCONJ
ajis02-3835	529	105	ci	ci	PROPN
ajis02-3835	529	106	et	et	PROPN
ajis02-3835	529	107	al	al	PROPN
ajis02-3835	529	108	prejudices	prejudice	NOUN
ajis02-3835	529	109	in	in	ADP
ajis02-3835	529	110	society	society	NOUN
ajis02-3835	529	111	societal	societal	ADJ
ajis02-3835	529	112	gender	gender	NOUN
ajis02-3835	529	113	prejudices	prejudice	NOUN
ajis02-3835	529	114	martinez	martinez	PROPN
ajis02-3835	529	115	&	&	CCONJ
ajis02-3835	529	116	fernandez	fernandez	PROPN
ajis02-3835	529	117	2020	2020	NUM
ajis02-3835	529	118	;	;	PUNCT
ajis02-3835	529	119	johnson	johnson	PROPN
ajis02-3835	529	120	2019	2019	NUM
ajis02-3835	529	121	;	;	PUNCT
ajis02-3835	529	122	ntoutsi	ntoutsi	PROPN
ajis02-3835	529	123	et	et	PROPN
ajis02-3835	529	124	al	al	PROPN
ajis02-3835	529	125	.	.	PROPN
ajis02-3835	529	126	,	,	PUNCT
ajis02-3835	529	127	2019	2019	NUM
ajis02-3835	529	128	;	;	PUNCT
ajis02-3835	529	129	thelwall	thelwall	NOUN
ajis02-3835	529	130	,	,	PUNCT
ajis02-3835	529	131	2017	2017	NUM
ajis02-3835	529	132	;	;	PUNCT
ajis02-3835	529	133	noriega	noriega	PROPN
ajis02-3835	529	134	,	,	PUNCT
ajis02-3835	529	135	2020	2020	NUM
ajis02-3835	529	136	;	;	PUNCT
ajis02-3835	529	137	wang	wang	PROPN
ajis02-3835	529	138	,	,	PUNCT
ajis02-3835	529	139	2020	2020	NUM
ajis02-3835	529	140	;	;	PUNCT
ajis02-3835	529	141	clifton	clifton	PROPN
ajis02-3835	529	142	,	,	PUNCT
ajis02-3835	529	143	glasmeier	glasmeier	NOUN
ajis02-3835	529	144	,	,	PUNCT
ajis02-3835	529	145	gray	gray	ADJ
ajis02-3835	529	146	2020	2020	NUM
ajis02-3835	529	147	;	;	PUNCT
ajis02-3835	529	148	prates	prate	NOUN
ajis02-3835	529	149	,	,	PUNCT
ajis02-3835	529	150	avelar	avelar	PROPN
ajis02-3835	529	151	,	,	PUNCT
ajis02-3835	529	152	lamb	lamb	PROPN
ajis02-3835	529	153	2019	2019	NUM
ajis02-3835	529	154	;	;	PUNCT
ajis02-3835	529	155	lee	lee	PROPN
ajis02-3835	529	156	,	,	PUNCT
ajis02-3835	529	157	2018	2018	NUM
ajis02-3835	529	158	;	;	PUNCT
ajis02-3835	529	159	cirillo	cirillo	PROPN
ajis02-3835	529	160	et	et	PROPN
ajis02-3835	529	161	al	al	PROPN
ajis02-3835	529	162	.	.	PROPN
ajis02-3835	529	163	,	,	PUNCT
ajis02-3835	529	164	2020	2020	NUM
ajis02-3835	529	165	pre	pre	ADJ
ajis02-3835	529	166	-	-	ADJ
ajis02-3835	529	167	existing	exist	VERB
ajis02-3835	529	168	societal	societal	ADJ
ajis02-3835	529	169	inequalities	inequality	NOUN
ajis02-3835	529	170	,	,	PUNCT
ajis02-3835	529	171	such	such	ADJ
ajis02-3835	529	172	as	as	ADP
ajis02-3835	529	173	internalized	internalized	ADJ
ajis02-3835	529	174	misogyny	misogyny	NOUN
ajis02-3835	529	175	.	.	PUNCT
ajis02-3835	530	1	discrimination	discrimination	NOUN
ajis02-3835	530	2	grari	grari	NOUN
ajis02-3835	530	3	et	et	PROPN
ajis02-3835	530	4	al	al	PROPN
ajis02-3835	530	5	.	.	PROPN
ajis02-3835	530	6	,	,	PUNCT
ajis02-3835	530	7	2020	2020	NUM
ajis02-3835	530	8	;	;	PUNCT
ajis02-3835	530	9	lambrecht	lambrecht	PROPN
ajis02-3835	530	10	&	&	CCONJ
ajis02-3835	530	11	tucker	tucker	PROPN
ajis02-3835	530	12	,	,	PUNCT
ajis02-3835	530	13	2019	2019	NUM
ajis02-3835	530	14	biased	biased	ADJ
ajis02-3835	530	15	behaviours	behaviour	NOUN
ajis02-3835	530	16	followed	follow	VERB
ajis02-3835	530	17	by	by	ADP
ajis02-3835	530	18	the	the	DET
ajis02-3835	530	19	majority	majority	NOUN
ajis02-3835	530	20	pre	pre	ADJ
ajis02-3835	530	21	-	-	ADJ
ajis02-3835	530	22	existing	exist	VERB
ajis02-3835	530	23	norms	norm	NOUN
ajis02-3835	530	24	of	of	ADP
ajis02-3835	530	25	society	society	NOUN
ajis02-3835	530	26	are	be	AUX
ajis02-3835	530	27	followed	follow	VERB
ajis02-3835	530	28	by	by	ADP
ajis02-3835	530	29	the	the	DET
ajis02-3835	530	30	majority	majority	NOUN
ajis02-3835	530	31	ntoutsi	ntoutsi	PROPN
ajis02-3835	530	32	et	et	PROPN
ajis02-3835	530	33	al	al	PROPN
ajis02-3835	530	34	.	.	PROPN
ajis02-3835	530	35	,	,	PUNCT
ajis02-3835	530	36	2019	2019	NUM
ajis02-3835	530	37	australasian	australasian	ADJ
ajis02-3835	530	38	journal	journal	NOUN
ajis02-3835	530	39	of	of	ADP
ajis02-3835	530	40	information	information	NOUN
ajis02-3835	530	41	systems	system	NOUN
ajis02-3835	530	42	nadeem	nadeem	PROPN
ajis02-3835	530	43	,	,	PUNCT
ajis02-3835	530	44	marjanovic	marjanovic	PROPN
ajis02-3835	530	45	&	&	CCONJ
ajis02-3835	530	46	abedin	abedin	PROPN
ajis02-3835	530	47	2022	2022	NUM
ajis02-3835	530	48	,	,	PUNCT
ajis02-3835	530	49	vol	vol	NOUN
ajis02-3835	530	50	26	26	NUM
ajis02-3835	530	51	,	,	PUNCT
ajis02-3835	530	52	selected	select	VERB
ajis02-3835	530	53	papers	paper	NOUN
ajis02-3835	530	54	from	from	ADP
ajis02-3835	530	55	acis	acis	PROPN
ajis02-3835	530	56	2020	2020	NUM
ajis02-3835	530	57	gender	gender	NOUN
ajis02-3835	530	58	bias	bias	NOUN
ajis02-3835	530	59	in	in	ADP
ajis02-3835	530	60	ai	ai	PROPN
ajis02-3835	530	61	26	26	NUM
ajis02-3835	530	62	table	table	NOUN
ajis02-3835	530	63	3	3	NUM
ajis02-3835	530	64	.	.	PUNCT
ajis02-3835	531	1	contributing	contribute	VERB
ajis02-3835	531	2	factors	factor	NOUN
ajis02-3835	531	3	of	of	ADP
ajis02-3835	531	4	gender	gender	NOUN
ajis02-3835	531	5	bias	bias	NOUN
ajis02-3835	531	6	in	in	ADP
ajis02-3835	531	7	ai	ai	PROPN
ajis02-3835	531	8	grouping	group	VERB
ajis02-3835	531	9	of	of	ADP
ajis02-3835	531	10	concepts/	concepts/	NOUN
ajis02-3835	531	11	themes	theme	NOUN
ajis02-3835	531	12	grouping	group	VERB
ajis02-3835	531	13	of	of	ADP
ajis02-3835	531	14	factors/	factors/	NUM
ajis02-3835	531	15	concepts	concept	NOUN
ajis02-3835	531	16	contributing	contribute	VERB
ajis02-3835	531	17	factors	factor	NOUN
ajis02-3835	531	18	of	of	ADP
ajis02-3835	531	19	gender	gender	NOUN
ajis02-3835	531	20	bias	bias	NOUN
ajis02-3835	531	21	in	in	ADP
ajis02-3835	531	22	ai	ai	PROPN
ajis02-3835	531	23	source	source	NOUN
ajis02-3835	531	24	description	description	NOUN
ajis02-3835	531	25	b	b	PROPN
ajis02-3835	531	26	ia	ia	PROPN
ajis02-3835	531	27	se	se	PROPN
ajis02-3835	531	28	d	d	PROPN
ajis02-3835	531	29	tr	tr	NOUN
ajis02-3835	531	30	ai	ai	PROPN
ajis02-3835	531	31	ni	ni	PROPN
ajis02-3835	531	32	ng	ng	PROPN
ajis02-3835	531	33	d	d	PROPN
ajis02-3835	531	34	at	at	ADP
ajis02-3835	531	35	as	as	ADP
ajis02-3835	531	36	et	et	NOUN
ajis02-3835	531	37	s	s	PART
ajis02-3835	531	38	misrepresentation	misrepresentation	NOUN
ajis02-3835	531	39	of	of	ADP
ajis02-3835	531	40	subjects	subject	NOUN
ajis02-3835	531	41	in	in	ADP
ajis02-3835	531	42	training	training	NOUN
ajis02-3835	531	43	datasets	dataset	NOUN
ajis02-3835	531	44	improper	improper	ADJ
ajis02-3835	531	45	data	datum	NOUN
ajis02-3835	531	46	gathering	gathering	NOUN
ajis02-3835	531	47	practices	practice	NOUN
ajis02-3835	531	48	grari	grari	NOUN
ajis02-3835	531	49	et	et	PROPN
ajis02-3835	531	50	al	al	PROPN
ajis02-3835	531	51	.	.	PROPN
ajis02-3835	531	52	,	,	PUNCT
ajis02-3835	531	53	2020	2020	NUM
ajis02-3835	531	54	;	;	PUNCT
ajis02-3835	531	55	martinez	martinez	PROPN
ajis02-3835	531	56	,	,	PUNCT
ajis02-3835	531	57	fernandez	fernandez	PROPN
ajis02-3835	531	58	,	,	PUNCT
ajis02-3835	531	59	2020	2020	NUM
ajis02-3835	531	60	;	;	PUNCT
ajis02-3835	531	61	hayes	hayes	PROPN
ajis02-3835	531	62	,	,	PUNCT
ajis02-3835	531	63	poel	poel	NOUN
ajis02-3835	531	64	,	,	PUNCT
ajis02-3835	531	65	steen	steen	PROPN
ajis02-3835	531	66	,	,	PUNCT
ajis02-3835	531	67	2020	2020	NUM
ajis02-3835	531	68	;	;	PUNCT
ajis02-3835	531	69	kyriazanos	kyriazanos	PROPN
ajis02-3835	531	70	et	et	PROPN
ajis02-3835	531	71	al	al	PROPN
ajis02-3835	531	72	.	.	PROPN
ajis02-3835	531	73	,	,	PUNCT
ajis02-3835	531	74	2019	2019	NUM
ajis02-3835	531	75	;	;	PUNCT
ajis02-3835	531	76	johnson	johnson	PROPN
ajis02-3835	531	77	2019	2019	NUM
ajis02-3835	531	78	;	;	PUNCT
ajis02-3835	531	79	lambrecht	lambrecht	PROPN
ajis02-3835	531	80	,	,	PUNCT
ajis02-3835	531	81	tucker	tucker	PROPN
ajis02-3835	531	82	,	,	PUNCT
ajis02-3835	531	83	2019	2019	NUM
ajis02-3835	531	84	;	;	PUNCT
ajis02-3835	531	85	ntoutsi	ntoutsi	PROPN
ajis02-3835	531	86	et	et	PROPN
ajis02-3835	531	87	al	al	PROPN
ajis02-3835	531	88	.	.	PROPN
ajis02-3835	531	89	,	,	PUNCT
ajis02-3835	531	90	2019	2019	NUM
ajis02-3835	531	91	;	;	PUNCT
ajis02-3835	531	92	chen	chen	PROPN
ajis02-3835	531	93	,	,	PUNCT
ajis02-3835	531	94	szolovits	szolovit	NOUN
ajis02-3835	531	95	,	,	PUNCT
ajis02-3835	531	96	ghassemi	ghassemi	NOUN
ajis02-3835	531	97	,	,	PUNCT
ajis02-3835	531	98	2019	2019	NUM
ajis02-3835	531	99	;	;	PUNCT
ajis02-3835	531	100	ibrahim	ibrahim	PROPN
ajis02-3835	531	101	,	,	PUNCT
ajis02-3835	531	102	charlson	charlson	NOUN
ajis02-3835	531	103	,	,	PUNCT
ajis02-3835	531	104	neill	neill	PROPN
ajis02-3835	531	105	,	,	PUNCT
ajis02-3835	531	106	2020	2020	NUM
ajis02-3835	531	107	;	;	PUNCT
ajis02-3835	531	108	qureshi	qureshi	PROPN
ajis02-3835	531	109	et	et	PROPN
ajis02-3835	531	110	al	al	PROPN
ajis02-3835	531	111	.	.	PROPN
ajis02-3835	531	112	,	,	PUNCT
ajis02-3835	531	113	2020	2020	NUM
ajis02-3835	531	114	;	;	PUNCT
ajis02-3835	531	115	lee	lee	PROPN
ajis02-3835	531	116	,	,	PUNCT
ajis02-3835	531	117	2018	2018	NUM
ajis02-3835	531	118	;	;	PUNCT
ajis02-3835	531	119	martin	martin	PROPN
ajis02-3835	531	120	,	,	PUNCT
ajis02-3835	531	121	2019	2019	NUM
ajis02-3835	531	122	;	;	PUNCT
ajis02-3835	531	123	miron	miron	PROPN
ajis02-3835	531	124	et	et	PROPN
ajis02-3835	531	125	al	al	PROPN
ajis02-3835	531	126	.	.	PROPN
ajis02-3835	531	127	,	,	PUNCT
ajis02-3835	531	128	2020	2020	NUM
ajis02-3835	531	129	;	;	PUNCT
ajis02-3835	531	130	arrieta	arrieta	PROPN
ajis02-3835	531	131	et	et	PROPN
ajis02-3835	531	132	al	al	PROPN
ajis02-3835	531	133	.	.	PROPN
ajis02-3835	531	134	,	,	PUNCT
ajis02-3835	531	135	2020	2020	NUM
ajis02-3835	531	136	;	;	PUNCT
ajis02-3835	531	137	feuerriegel	feuerriegel	NOUN
ajis02-3835	531	138	,	,	PUNCT
ajis02-3835	531	139	dolata	dolata	NOUN
ajis02-3835	531	140	,	,	PUNCT
ajis02-3835	531	141	schwabe	schwabe	NOUN
ajis02-3835	531	142	,	,	PUNCT
ajis02-3835	531	143	2020	2020	NUM
ajis02-3835	531	144	;	;	PUNCT
ajis02-3835	531	145	thelwall	thelwall	NOUN
ajis02-3835	531	146	,	,	PUNCT
ajis02-3835	531	147	2017	2017	NUM
ajis02-3835	531	148	;	;	PUNCT
ajis02-3835	531	149	paulus	paulus	PROPN
ajis02-3835	531	150	,	,	PUNCT
ajis02-3835	531	151	kent	kent	PROPN
ajis02-3835	531	152	,	,	PUNCT
ajis02-3835	531	153	2020	2020	NUM
ajis02-3835	531	154	;	;	PUNCT
ajis02-3835	531	155	cirillo	cirillo	PROPN
ajis02-3835	531	156	et	et	PROPN
ajis02-3835	531	157	al	al	PROPN
ajis02-3835	531	158	.	.	PROPN
ajis02-3835	531	159	,	,	PUNCT
ajis02-3835	531	160	2020	2020	NUM
ajis02-3835	531	161	;	;	PUNCT
ajis02-3835	531	162	noriega	noriega	PROPN
ajis02-3835	531	163	,	,	PUNCT
ajis02-3835	531	164	2020	2020	NUM
ajis02-3835	531	165	;	;	PUNCT
ajis02-3835	531	166	ahn	ahn	PROPN
ajis02-3835	531	167	,	,	PUNCT
ajis02-3835	531	168	lin	lin	PROPN
ajis02-3835	531	169	,	,	PUNCT
ajis02-3835	531	170	2020	2020	NUM
ajis02-3835	531	171	;	;	PUNCT
ajis02-3835	531	172	over	over	ADV
ajis02-3835	531	173	and	and	CCONJ
ajis02-3835	531	174	underrepresentation	underrepresentation	NOUN
ajis02-3835	531	175	of	of	ADP
ajis02-3835	531	176	certain	certain	ADJ
ajis02-3835	531	177	groups	group	NOUN
ajis02-3835	531	178	in	in	ADP
ajis02-3835	531	179	data	datum	NOUN
ajis02-3835	531	180	sets	set	NOUN
ajis02-3835	531	181	can	can	AUX
ajis02-3835	531	182	result	result	VERB
ajis02-3835	531	183	to	to	PART
ajis02-3835	531	184	perpetuate	perpetuate	VERB
ajis02-3835	531	185	discrimination	discrimination	NOUN
ajis02-3835	531	186	.	.	PUNCT
ajis02-3835	532	1	datasets	dataset	NOUN
ajis02-3835	532	2	may	may	AUX
ajis02-3835	532	3	be	be	AUX
ajis02-3835	532	4	underrepresented	underrepresente	VERB
ajis02-3835	532	5	of	of	ADP
ajis02-3835	532	6	the	the	DET
ajis02-3835	532	7	public	public	ADJ
ajis02-3835	532	8	demographics	demographic	NOUN
ajis02-3835	532	9	.	.	PUNCT
ajis02-3835	533	1	in	in	ADP
ajis02-3835	533	2	st	st	PROPN
ajis02-3835	533	3	itu	itu	PROPN
ajis02-3835	533	4	tio	tio	PROPN
ajis02-3835	533	5	na	na	PROPN
ajis02-3835	533	6	l	l	NOUN
ajis02-3835	533	7	biases	bias	NOUN
ajis02-3835	533	8	across	across	ADP
ajis02-3835	533	9	various	various	ADJ
ajis02-3835	533	10	disciplines	discipline	NOUN
ajis02-3835	533	11	–	–	PUNCT
ajis02-3835	533	12	sociodemographic	sociodemographic	ADJ
ajis02-3835	533	13	&	&	CCONJ
ajis02-3835	533	14	technological	technological	ADJ
ajis02-3835	533	15	biases	bias	NOUN
ajis02-3835	533	16	association	association	PROPN
ajis02-3835	533	17	of	of	ADP
ajis02-3835	533	18	femineity	femineity	NOUN
ajis02-3835	533	19	with	with	ADP
ajis02-3835	533	20	certain	certain	ADJ
ajis02-3835	533	21	soft	soft	ADJ
ajis02-3835	533	22	skills	skill	NOUN
ajis02-3835	533	23	(	(	PUNCT
ajis02-3835	533	24	nontechnical	nontechnical	ADJ
ajis02-3835	533	25	)	)	PUNCT
ajis02-3835	533	26	costa	costa	PROPN
ajis02-3835	533	27	&	&	CCONJ
ajis02-3835	533	28	ribas	ribas	PROPN
ajis02-3835	533	29	,	,	PUNCT
ajis02-3835	533	30	2019	2019	NUM
ajis02-3835	533	31	socio	socio	NOUN
ajis02-3835	533	32	-	-	PUNCT
ajis02-3835	533	33	economic	economic	ADJ
ajis02-3835	533	34	factors	factor	NOUN
ajis02-3835	533	35	contribute	contribute	VERB
ajis02-3835	533	36	to	to	ADP
ajis02-3835	533	37	discrimination	discrimination	NOUN
ajis02-3835	533	38	.	.	PUNCT
ajis02-3835	534	1	socio	socio	NOUN
ajis02-3835	534	2	-	-	PUNCT
ajis02-3835	534	3	economic	economic	ADJ
ajis02-3835	534	4	factors	factor	NOUN
ajis02-3835	534	5	requiring	require	VERB
ajis02-3835	534	6	interdisciplinary	interdisciplinary	ADJ
ajis02-3835	534	7	collaboration	collaboration	NOUN
ajis02-3835	534	8	ibrahim	ibrahim	NOUN
ajis02-3835	534	9	,	,	PUNCT
ajis02-3835	534	10	charlson	charlson	NOUN
ajis02-3835	534	11	,	,	PUNCT
ajis02-3835	534	12	neill	neill	PROPN
ajis02-3835	534	13	,	,	PUNCT
ajis02-3835	534	14	2020	2020	NUM
ajis02-3835	534	15	;	;	PUNCT
ajis02-3835	534	16	ntoutsi	ntoutsi	PROPN
ajis02-3835	534	17	et	et	PROPN
ajis02-3835	534	18	al	al	PROPN
ajis02-3835	534	19	.	.	PROPN
ajis02-3835	534	20	,	,	PUNCT
ajis02-3835	534	21	2019	2019	NUM
ajis02-3835	534	22	,	,	PUNCT
ajis02-3835	534	23	martin	martin	PROPN
ajis02-3835	534	24	,	,	PUNCT
ajis02-3835	534	25	2019	2019	NUM
ajis02-3835	534	26	;	;	PUNCT
ajis02-3835	534	27	veale	veale	NOUN
ajis02-3835	534	28	&	&	CCONJ
ajis02-3835	534	29	binns	binns	PROPN
ajis02-3835	534	30	2017	2017	NUM
ajis02-3835	534	31	d	d	NOUN
ajis02-3835	534	32	es	es	VERB
ajis02-3835	534	33	ig	ig	PROPN
ajis02-3835	534	34	n	n	PROPN
ajis02-3835	534	35	&	&	CCONJ
ajis02-3835	534	36	i	i	PRON
ajis02-3835	534	37	m	m	VERB
ajis02-3835	534	38	pl	pl	VERB
ajis02-3835	534	39	em	em	PRON
ajis02-3835	534	40	en	en	INTJ
ajis02-3835	534	41	ta	ta	X
ajis02-3835	534	42	tio	tio	NOUN
ajis02-3835	534	43	n	n	PRON
ajis02-3835	534	44	lack	lack	NOUN
ajis02-3835	534	45	of	of	ADP
ajis02-3835	534	46	gender	gender	NOUN
ajis02-3835	534	47	diversity	diversity	NOUN
ajis02-3835	534	48	in	in	ADP
ajis02-3835	534	49	data	datum	NOUN
ajis02-3835	534	50	and	and	CCONJ
ajis02-3835	534	51	technology	technology	NOUN
ajis02-3835	534	52	lack	lack	NOUN
ajis02-3835	534	53	of	of	ADP
ajis02-3835	534	54	gender	gender	NOUN
ajis02-3835	534	55	diversity	diversity	NOUN
ajis02-3835	534	56	in	in	ADP
ajis02-3835	534	57	ai	ai	PROPN
ajis02-3835	534	58	development	development	NOUN
ajis02-3835	534	59	and	and	CCONJ
ajis02-3835	534	60	training	training	NOUN
ajis02-3835	534	61	datasets	dataset	NOUN
ajis02-3835	534	62	martinez	martinez	PROPN
ajis02-3835	534	63	&	&	CCONJ
ajis02-3835	534	64	fernandez	fernandez	PROPN
ajis02-3835	534	65	,	,	PUNCT
ajis02-3835	534	66	2020	2020	NUM
ajis02-3835	534	67	;	;	PUNCT
ajis02-3835	534	68	johnson	johnson	PROPN
ajis02-3835	534	69	,	,	PUNCT
ajis02-3835	534	70	2019	2019	NUM
ajis02-3835	534	71	;	;	PUNCT
ajis02-3835	534	72	wang	wang	PROPN
ajis02-3835	534	73	,	,	PUNCT
ajis02-3835	534	74	2020	2020	NUM
ajis02-3835	534	75	;	;	PUNCT
ajis02-3835	535	1	clifton	clifton	PROPN
ajis02-3835	535	2	,	,	PUNCT
ajis02-3835	535	3	glasmeier	glasmeier	NOUN
ajis02-3835	535	4	,	,	PUNCT
ajis02-3835	535	5	gray	gray	ADJ
ajis02-3835	535	6	2020	2020	NUM
ajis02-3835	535	7	existing	exist	VERB
ajis02-3835	535	8	issues	issue	NOUN
ajis02-3835	535	9	in	in	ADP
ajis02-3835	535	10	societal	societal	ADJ
ajis02-3835	535	11	bias	bias	NOUN
ajis02-3835	535	12	sneak	sneak	VERB
ajis02-3835	535	13	into	into	ADP
ajis02-3835	535	14	the	the	DET
ajis02-3835	535	15	design	design	NOUN
ajis02-3835	535	16	and	and	CCONJ
ajis02-3835	535	17	implementation	implementation	NOUN
ajis02-3835	535	18	of	of	ADP
ajis02-3835	535	19	technology	technology	NOUN
ajis02-3835	535	20	.	.	PUNCT
ajis02-3835	536	1	ai	ai	VERB
ajis02-3835	536	2	amplifies	amplify	VERB
ajis02-3835	536	3	the	the	DET
ajis02-3835	536	4	bias	bias	NOUN
ajis02-3835	536	5	in	in	ADP
ajis02-3835	536	6	society	society	NOUN
ajis02-3835	536	7	by	by	ADP
ajis02-3835	536	8	producing	produce	VERB
ajis02-3835	536	9	biased	biased	ADJ
ajis02-3835	536	10	outcomes	outcome	NOUN
ajis02-3835	536	11	ai	ai	AUX
ajis02-3835	536	12	amplifying	amplify	VERB
ajis02-3835	536	13	social	social	ADJ
ajis02-3835	536	14	prejudices	prejudice	NOUN
ajis02-3835	536	15	grari	grari	VERB
ajis02-3835	536	16	et	et	PROPN
ajis02-3835	536	17	al	al	PROPN
ajis02-3835	536	18	.	.	PROPN
ajis02-3835	536	19	,	,	PUNCT
ajis02-3835	536	20	2020	2020	NUM
ajis02-3835	536	21	;	;	PUNCT
ajis02-3835	537	1	hayes	hayes	PROPN
ajis02-3835	537	2	,	,	PUNCT
ajis02-3835	537	3	poel	poel	NOUN
ajis02-3835	537	4	,	,	PUNCT
ajis02-3835	537	5	steen	steen	PROPN
ajis02-3835	537	6	2020	2020	NUM
ajis02-3835	537	7	;	;	PUNCT
ajis02-3835	537	8	johnson	johnson	PROPN
ajis02-3835	537	9	,	,	PUNCT
ajis02-3835	537	10	2019	2019	NUM
ajis02-3835	537	11	algorithms	algorithm	NOUN
ajis02-3835	537	12	amplify	amplify	VERB
ajis02-3835	537	13	those	those	DET
ajis02-3835	537	14	phenomena	phenomenon	NOUN
ajis02-3835	537	15	that	that	PRON
ajis02-3835	537	16	are	be	AUX
ajis02-3835	537	17	easily	easily	ADV
ajis02-3835	537	18	quantifiable	quantifiable	ADJ
ajis02-3835	537	19	.	.	PUNCT
ajis02-3835	538	1	nascent	nascent	ADJ
ajis02-3835	538	2	technology	technology	NOUN
ajis02-3835	538	3	creates	create	VERB
ajis02-3835	538	4	a	a	DET
ajis02-3835	538	5	risk	risk	NOUN
ajis02-3835	538	6	johnson	johnson	NOUN
ajis02-3835	538	7	2019	2019	NUM
ajis02-3835	538	8	prejudices	prejudice	NOUN
ajis02-3835	538	9	influencing	influence	VERB
ajis02-3835	538	10	technology	technology	NOUN
ajis02-3835	538	11	through	through	ADP
ajis02-3835	538	12	biased	biased	ADJ
ajis02-3835	538	13	data	datum	NOUN
ajis02-3835	538	14	pre	pre	ADJ
ajis02-3835	538	15	-	-	ADJ
ajis02-3835	538	16	existing	existing	ADJ
ajis02-3835	538	17	patterns	pattern	NOUN
ajis02-3835	538	18	of	of	ADP
ajis02-3835	538	19	exclusions	exclusion	NOUN
ajis02-3835	538	20	and	and	CCONJ
ajis02-3835	538	21	disparities	disparity	NOUN
ajis02-3835	538	22	discovered	discover	VERB
ajis02-3835	538	23	by	by	ADP
ajis02-3835	538	24	data	datum	NOUN
ajis02-3835	538	25	mining	mining	PROPN
ajis02-3835	538	26	johnson	johnson	PROPN
ajis02-3835	538	27	,	,	PUNCT
ajis02-3835	538	28	2019	2019	NUM
ajis02-3835	538	29	;	;	PUNCT
ajis02-3835	538	30	clifton	clifton	PROPN
ajis02-3835	538	31	,	,	PUNCT
ajis02-3835	538	32	glasmeier	glasmeier	NOUN
ajis02-3835	538	33	,	,	PUNCT
ajis02-3835	538	34	gray	gray	ADJ
ajis02-3835	538	35	2020	2020	NUM
ajis02-3835	538	36	biased	biased	ADJ
ajis02-3835	538	37	data	datum	NOUN
ajis02-3835	538	38	seeps	seep	VERB
ajis02-3835	538	39	into	into	ADP
ajis02-3835	538	40	the	the	DET
ajis02-3835	538	41	ai	ai	ADJ
ajis02-3835	538	42	algorithms	algorithm	NOUN
ajis02-3835	538	43	resulting	result	VERB
ajis02-3835	538	44	in	in	ADP
ajis02-3835	538	45	amplifying	amplifying	ADJ
ajis02-3835	538	46	discrimination	discrimination	NOUN
ajis02-3835	538	47	and	and	CCONJ
ajis02-3835	538	48	inequalities	inequality	NOUN
ajis02-3835	538	49	in	in	ADP
ajis02-3835	538	50	societies	society	NOUN
ajis02-3835	538	51	.	.	PUNCT
ajis02-3835	539	1	disparities	disparity	NOUN
ajis02-3835	539	2	in	in	ADP
ajis02-3835	539	3	society	society	NOUN
ajis02-3835	539	4	embedded	embed	VERB
ajis02-3835	539	5	in	in	ADP
ajis02-3835	539	6	data	datum	NOUN
ajis02-3835	539	7	ibrahim	ibrahim	PROPN
ajis02-3835	539	8	,	,	PUNCT
ajis02-3835	539	9	charlson	charlson	NOUN
ajis02-3835	539	10	,	,	PUNCT
ajis02-3835	539	11	neill	neill	PROPN
ajis02-3835	539	12	,	,	PUNCT
ajis02-3835	539	13	2020	2020	NUM
ajis02-3835	539	14	;	;	PUNCT
ajis02-3835	539	15	veale	veale	NOUN
ajis02-3835	539	16	,	,	PUNCT
ajis02-3835	539	17	binns	binns	PROPN
ajis02-3835	539	18	2017	2017	NUM
ajis02-3835	539	19	australasian	australasian	ADJ
ajis02-3835	539	20	journal	journal	NOUN
ajis02-3835	539	21	of	of	ADP
ajis02-3835	539	22	information	information	NOUN
ajis02-3835	539	23	systems	system	NOUN
ajis02-3835	539	24	nadeem	nadeem	PROPN
ajis02-3835	539	25	,	,	PUNCT
ajis02-3835	539	26	marjanovic	marjanovic	PROPN
ajis02-3835	539	27	&	&	CCONJ
ajis02-3835	539	28	abedin	abedin	PROPN
ajis02-3835	539	29	2022	2022	NUM
ajis02-3835	539	30	,	,	PUNCT
ajis02-3835	539	31	vol	vol	NOUN
ajis02-3835	539	32	26	26	NUM
ajis02-3835	539	33	,	,	PUNCT
ajis02-3835	539	34	selected	select	VERB
ajis02-3835	539	35	papers	paper	NOUN
ajis02-3835	539	36	from	from	ADP
ajis02-3835	539	37	acis	acis	PROPN
ajis02-3835	539	38	2020	2020	NUM
ajis02-3835	539	39	gender	gender	NOUN
ajis02-3835	539	40	bias	bias	NOUN
ajis02-3835	539	41	in	in	ADP
ajis02-3835	539	42	ai	ai	PROPN
ajis02-3835	539	43	27	27	NUM
ajis02-3835	539	44	bellamy	bellamy	NOUN
ajis02-3835	539	45	,	,	PUNCT
ajis02-3835	539	46	2018	2018	NUM
ajis02-3835	539	47	;	;	PUNCT
ajis02-3835	539	48	feuerriegel	feuerriegel	NOUN
ajis02-3835	539	49	,	,	PUNCT
ajis02-3835	539	50	dolata	dolata	NOUN
ajis02-3835	539	51	,	,	PUNCT
ajis02-3835	539	52	schwabe	schwabe	NOUN
ajis02-3835	539	53	,	,	PUNCT
ajis02-3835	539	54	2020	2020	NUM
ajis02-3835	539	55	under	under	ADP
ajis02-3835	539	56	or	or	CCONJ
ajis02-3835	539	57	overrepresentation	overrepresentation	NOUN
ajis02-3835	539	58	of	of	ADP
ajis02-3835	539	59	subjects	subject	NOUN
ajis02-3835	539	60	in	in	ADP
ajis02-3835	539	61	datasets	dataset	NOUN
ajis02-3835	539	62	martinez	martinez	PROPN
ajis02-3835	539	63	,	,	PUNCT
ajis02-3835	539	64	fernandez	fernandez	PROPN
ajis02-3835	539	65	,	,	PUNCT
ajis02-3835	539	66	2020	2020	NUM
ajis02-3835	539	67	;	;	PUNCT
ajis02-3835	539	68	hayes	hayes	PROPN
ajis02-3835	539	69	,	,	PUNCT
ajis02-3835	539	70	poel	poel	NOUN
ajis02-3835	539	71	,	,	PUNCT
ajis02-3835	539	72	steen	steen	PROPN
ajis02-3835	539	73	,	,	PUNCT
ajis02-3835	539	74	2020	2020	NUM
ajis02-3835	539	75	;	;	PUNCT
ajis02-3835	539	76	johnson	johnson	PROPN
ajis02-3835	539	77	,	,	PUNCT
ajis02-3835	539	78	2019	2019	NUM
ajis02-3835	539	79	;	;	PUNCT
ajis02-3835	539	80	ntoutsi	ntoutsi	PROPN
ajis02-3835	539	81	et	et	PROPN
ajis02-3835	539	82	al	al	PROPN
ajis02-3835	539	83	.	.	PROPN
ajis02-3835	539	84	,	,	PUNCT
ajis02-3835	539	85	2019	2019	NUM
ajis02-3835	539	86	;	;	PUNCT
ajis02-3835	539	87	robert	robert	PROPN
ajis02-3835	539	88	et	et	PROPN
ajis02-3835	539	89	al	al	PROPN
ajis02-3835	539	90	.	.	PROPN
ajis02-3835	539	91	,	,	PUNCT
ajis02-3835	539	92	2020	2020	NUM
ajis02-3835	539	93	;	;	PUNCT
ajis02-3835	539	94	martin	martin	PROPN
ajis02-3835	539	95	,	,	PUNCT
ajis02-3835	539	96	2019	2019	NUM
ajis02-3835	539	97	;	;	PUNCT
ajis02-3835	539	98	miron	miron	PROPN
ajis02-3835	539	99	et	et	PROPN
ajis02-3835	539	100	al	al	PROPN
ajis02-3835	539	101	.	.	PROPN
ajis02-3835	539	102	,	,	PUNCT
ajis02-3835	539	103	2020	2020	NUM
ajis02-3835	539	104	;	;	PUNCT
ajis02-3835	539	105	veale	veale	NOUN
ajis02-3835	539	106	,	,	PUNCT
ajis02-3835	539	107	binns	binn	NOUN
ajis02-3835	539	108	,	,	PUNCT
ajis02-3835	539	109	2017	2017	NUM
ajis02-3835	539	110	;	;	PUNCT
ajis02-3835	539	111	cirillo	cirillo	PROPN
ajis02-3835	539	112	et	et	PROPN
ajis02-3835	539	113	al	al	PROPN
ajis02-3835	539	114	.	.	PROPN
ajis02-3835	539	115	,	,	PUNCT
ajis02-3835	539	116	2020	2020	NUM
ajis02-3835	539	117	;	;	PUNCT
ajis02-3835	539	118	clifton	clifton	PROPN
ajis02-3835	539	119	,	,	PUNCT
ajis02-3835	539	120	glasmeier	glasmeier	NOUN
ajis02-3835	539	121	,	,	PUNCT
ajis02-3835	539	122	gray	gray	ADJ
ajis02-3835	539	123	,	,	PUNCT
ajis02-3835	539	124	2020	2020	NUM
ajis02-3835	539	125	unavailability	unavailability	NOUN
ajis02-3835	539	126	of	of	ADP
ajis02-3835	539	127	useful	useful	ADJ
ajis02-3835	539	128	data	datum	NOUN
ajis02-3835	539	129	hayes	hayes	PROPN
ajis02-3835	539	130	,	,	PUNCT
ajis02-3835	539	131	poel	poel	NOUN
ajis02-3835	539	132	,	,	PUNCT
ajis02-3835	539	133	steen	steen	PROPN
ajis02-3835	539	134	,	,	PUNCT
ajis02-3835	539	135	2020	2020	NUM
ajis02-3835	539	136	;	;	PUNCT
ajis02-3835	539	137	veale	veale	NOUN
ajis02-3835	539	138	,	,	PUNCT
ajis02-3835	539	139	binns	binn	NOUN
ajis02-3835	539	140	,	,	PUNCT
ajis02-3835	539	141	2017	2017	NUM
ajis02-3835	539	142	;	;	PUNCT
ajis02-3835	539	143	noriega	noriega	PROPN
ajis02-3835	539	144	,	,	PUNCT
ajis02-3835	539	145	2020	2020	NUM
ajis02-3835	539	146	unfair	unfair	ADJ
ajis02-3835	539	147	training	training	NOUN
ajis02-3835	539	148	datasets	dataset	NOUN
ajis02-3835	539	149	language	language	NOUN
ajis02-3835	539	150	discrimination	discrimination	NOUN
ajis02-3835	539	151	for	for	ADP
ajis02-3835	539	152	gender	gender	NOUN
ajis02-3835	539	153	in	in	ADP
ajis02-3835	539	154	data	datum	NOUN
ajis02-3835	539	155	prates	prate	NOUN
ajis02-3835	539	156	,	,	PUNCT
ajis02-3835	539	157	avelar	avelar	PROPN
ajis02-3835	539	158	,	,	PUNCT
ajis02-3835	539	159	lamb	lamb	PROPN
ajis02-3835	539	160	,	,	PUNCT
ajis02-3835	539	161	2019	2019	NUM
ajis02-3835	539	162	;	;	PUNCT
ajis02-3835	539	163	ntoutsi	ntoutsi	PROPN
ajis02-3835	539	164	et	et	PROPN
ajis02-3835	539	165	al	al	PROPN
ajis02-3835	539	166	.	.	PROPN
ajis02-3835	539	167	,	,	PUNCT
ajis02-3835	539	168	2019	2019	NUM
ajis02-3835	539	169	;	;	PUNCT
ajis02-3835	539	170	chen	chen	PROPN
ajis02-3835	539	171	,	,	PUNCT
ajis02-3835	539	172	szolovits	szolovit	NOUN
ajis02-3835	539	173	,	,	PUNCT
ajis02-3835	539	174	ghassemi	ghassemi	NOUN
ajis02-3835	539	175	,	,	PUNCT
ajis02-3835	539	176	2019	2019	NUM
ajis02-3835	539	177	;	;	PUNCT
ajis02-3835	539	178	qureshi	qureshi	PROPN
ajis02-3835	539	179	et	et	PROPN
ajis02-3835	539	180	al	al	PROPN
ajis02-3835	539	181	.	.	PROPN
ajis02-3835	539	182	,	,	PUNCT
ajis02-3835	539	183	2020	2020	NUM
ajis02-3835	539	184	;	;	PUNCT
ajis02-3835	539	185	lee	lee	PROPN
ajis02-3835	539	186	,	,	PUNCT
ajis02-3835	539	187	2018	2018	NUM
ajis02-3835	539	188	;	;	PUNCT
ajis02-3835	539	189	thelwall	thelwall	NOUN
ajis02-3835	539	190	,	,	PUNCT
ajis02-3835	539	191	2017	2017	NUM
ajis02-3835	539	192	;	;	PUNCT
ajis02-3835	539	193	cirillo	cirillo	PROPN
ajis02-3835	539	194	et	et	PROPN
ajis02-3835	539	195	al	al	PROPN
ajis02-3835	539	196	.	.	PROPN
ajis02-3835	539	197	,	,	PUNCT
ajis02-3835	539	198	2020	2020	NUM
ajis02-3835	539	199	patterns	pattern	NOUN
ajis02-3835	539	200	in	in	ADP
ajis02-3835	539	201	the	the	DET
ajis02-3835	539	202	data	datum	NOUN
ajis02-3835	539	203	are	be	AUX
ajis02-3835	539	204	designed	design	VERB
ajis02-3835	539	205	to	to	PART
ajis02-3835	539	206	discriminate	discriminate	VERB
ajis02-3835	539	207	.	.	PUNCT
ajis02-3835	540	1	unfairness	unfairness	NOUN
ajis02-3835	540	2	in	in	ADP
ajis02-3835	540	3	data	datum	NOUN
ajis02-3835	540	4	veale	veale	NOUN
ajis02-3835	540	5	,	,	PUNCT
ajis02-3835	540	6	binns	binn	NOUN
ajis02-3835	540	7	,	,	PUNCT
ajis02-3835	540	8	2017	2017	NUM
ajis02-3835	540	9	.	.	PUNCT
ajis02-3835	541	1	programmers	programmer	NOUN
ajis02-3835	541	2	/	/	SYM
ajis02-3835	541	3	data	datum	NOUN
ajis02-3835	541	4	miners	miner	NOUN
ajis02-3835	541	5	’	'	PUNCT
ajis02-3835	541	6	conscious	conscious	ADJ
ajis02-3835	541	7	or	or	CCONJ
ajis02-3835	541	8	unconscious	unconscious	ADJ
ajis02-3835	541	9	bias	bias	NOUN
ajis02-3835	541	10	data	datum	NOUN
ajis02-3835	541	11	miners	miner	NOUN
ajis02-3835	541	12	unintentionally	unintentionally	ADV
ajis02-3835	541	13	parse	parse	VERB
ajis02-3835	541	14	the	the	DET
ajis02-3835	541	15	bias	bias	NOUN
ajis02-3835	541	16	while	while	SCONJ
ajis02-3835	541	17	discovering	discover	VERB
ajis02-3835	541	18	patterns	pattern	NOUN
ajis02-3835	541	19	of	of	ADP
ajis02-3835	541	20	inequalities	inequality	NOUN
ajis02-3835	541	21	in	in	ADP
ajis02-3835	541	22	data	datum	NOUN
ajis02-3835	541	23	hayes	hayes	PROPN
ajis02-3835	541	24	,	,	PUNCT
ajis02-3835	541	25	poel	poel	NOUN
ajis02-3835	541	26	,	,	PUNCT
ajis02-3835	541	27	steen	steen	PROPN
ajis02-3835	541	28	,	,	PUNCT
ajis02-3835	541	29	2020	2020	NUM
ajis02-3835	541	30	;	;	PUNCT
ajis02-3835	541	31	johnson	johnson	PROPN
ajis02-3835	541	32	,	,	PUNCT
ajis02-3835	541	33	2019	2019	NUM
ajis02-3835	541	34	;	;	PUNCT
ajis02-3835	541	35	ntoutsi	ntoutsi	PROPN
ajis02-3835	541	36	et	et	PROPN
ajis02-3835	541	37	al	al	PROPN
ajis02-3835	541	38	.	.	PROPN
ajis02-3835	541	39	,	,	PUNCT
ajis02-3835	541	40	2019	2019	NUM
ajis02-3835	541	41	,	,	PUNCT
ajis02-3835	541	42	lee	lee	PROPN
ajis02-3835	541	43	,	,	PUNCT
ajis02-3835	541	44	2018	2018	NUM
ajis02-3835	541	45	;	;	PUNCT
ajis02-3835	541	46	martin	martin	PROPN
ajis02-3835	541	47	,	,	PUNCT
ajis02-3835	541	48	2019	2019	NUM
ajis02-3835	541	49	.	.	PUNCT
ajis02-3835	542	1	programmers	programmer	NOUN
ajis02-3835	542	2	unintentionally	unintentionally	ADV
ajis02-3835	542	3	incorporate	incorporate	VERB
ajis02-3835	542	4	bias	bias	NOUN
ajis02-3835	542	5	during	during	ADP
ajis02-3835	542	6	the	the	DET
ajis02-3835	542	7	input	input	NOUN
ajis02-3835	542	8	,	,	PUNCT
ajis02-3835	542	9	training	training	NOUN
ajis02-3835	542	10	,	,	PUNCT
ajis02-3835	542	11	and	and	CCONJ
ajis02-3835	542	12	programming	programming	NOUN
ajis02-3835	542	13	stage	stage	NOUN
ajis02-3835	542	14	.	.	PUNCT
ajis02-3835	543	1	programmers	programmer	NOUN
ajis02-3835	543	2	’	’	PART
ajis02-3835	543	3	conscious	conscious	ADJ
ajis02-3835	543	4	or	or	CCONJ
ajis02-3835	543	5	unconscious	unconscious	ADJ
ajis02-3835	543	6	bias	bias	NOUN
ajis02-3835	543	7	hayes	hayes	PROPN
ajis02-3835	543	8	,	,	PUNCT
ajis02-3835	543	9	poel	poel	NOUN
ajis02-3835	543	10	,	,	PUNCT
ajis02-3835	543	11	steen	steen	PROPN
ajis02-3835	543	12	,	,	PUNCT
ajis02-3835	543	13	2020	2020	NUM
ajis02-3835	543	14	;	;	PUNCT
ajis02-3835	543	15	johnson	johnson	PROPN
ajis02-3835	543	16	,	,	PUNCT
ajis02-3835	543	17	2019	2019	NUM
ajis02-3835	543	18	;	;	PUNCT
ajis02-3835	543	19	lambrecht	lambrecht	PROPN
ajis02-3835	543	20	,	,	PUNCT
ajis02-3835	543	21	tucker	tucker	PROPN
ajis02-3835	543	22	,	,	PUNCT
ajis02-3835	543	23	2019	2019	NUM
ajis02-3835	543	24	;	;	PUNCT
ajis02-3835	543	25	piano	piano	NOUN
ajis02-3835	543	26	,	,	PUNCT
ajis02-3835	543	27	2020	2020	NUM
ajis02-3835	543	28	;	;	PUNCT
ajis02-3835	543	29	noriega	noriega	PROPN
ajis02-3835	543	30	,	,	PUNCT
ajis02-3835	543	31	2020	2020	NUM
ajis02-3835	543	32	,	,	PUNCT
ajis02-3835	543	33	wang	wang	PROPN
ajis02-3835	543	34	,	,	PUNCT
ajis02-3835	543	35	2020	2020	NUM
ajis02-3835	543	36	;	;	PUNCT
ajis02-3835	543	37	clifton	clifton	PROPN
ajis02-3835	543	38	,	,	PUNCT
ajis02-3835	543	39	glasmeier	glasmeier	NOUN
ajis02-3835	543	40	,	,	PUNCT
ajis02-3835	543	41	gray	gray	ADJ
ajis02-3835	543	42	,	,	PUNCT
ajis02-3835	543	43	2020	2020	NUM
ajis02-3835	543	44	proxy	proxy	NOUN
ajis02-3835	543	45	variables	variable	NOUN
ajis02-3835	543	46	of	of	ADP
ajis02-3835	543	47	sensitive	sensitive	ADJ
ajis02-3835	543	48	features	feature	NOUN
ajis02-3835	543	49	variables	variable	NOUN
ajis02-3835	543	50	acting	act	VERB
ajis02-3835	543	51	as	as	ADP
ajis02-3835	543	52	a	a	DET
ajis02-3835	543	53	proxy	proxy	NOUN
ajis02-3835	543	54	sensitive	sensitive	ADJ
ajis02-3835	543	55	features	feature	NOUN
ajis02-3835	543	56	and	and	CCONJ
ajis02-3835	543	57	their	their	PRON
ajis02-3835	543	58	casual	casual	ADJ
ajis02-3835	543	59	influences	influence	NOUN
ajis02-3835	543	60	in	in	ADP
ajis02-3835	543	61	data	data	PROPN
ajis02-3835	543	62	martinez	martinez	PROPN
ajis02-3835	543	63	,	,	PUNCT
ajis02-3835	543	64	fernandez	fernandez	PROPN
ajis02-3835	543	65	,	,	PUNCT
ajis02-3835	543	66	2020	2020	NUM
ajis02-3835	543	67	;	;	PUNCT
ajis02-3835	543	68	ntoutsi	ntoutsi	PROPN
ajis02-3835	543	69	et	et	PROPN
ajis02-3835	543	70	al	al	PROPN
ajis02-3835	543	71	.	.	PROPN
ajis02-3835	543	72	,	,	PUNCT
ajis02-3835	543	73	2019	2019	NUM
ajis02-3835	543	74	;	;	PUNCT
ajis02-3835	543	75	ibrahim	ibrahim	PROPN
ajis02-3835	543	76	,	,	PUNCT
ajis02-3835	543	77	charlson	charlson	NOUN
ajis02-3835	543	78	,	,	PUNCT
ajis02-3835	543	79	neill	neill	PROPN
ajis02-3835	543	80	,	,	PUNCT
ajis02-3835	543	81	2020	2020	NUM
ajis02-3835	543	82	;	;	PUNCT
ajis02-3835	543	83	robert	robert	PROPN
ajis02-3835	543	84	et	et	PROPN
ajis02-3835	543	85	al	al	PROPN
ajis02-3835	543	86	.	.	PROPN
ajis02-3835	543	87	,	,	PUNCT
ajis02-3835	543	88	2020	2020	NUM
ajis02-3835	543	89	;	;	PUNCT
ajis02-3835	543	90	lee	lee	PROPN
ajis02-3835	543	91	,	,	PUNCT
ajis02-3835	543	92	2018	2018	NUM
ajis02-3835	543	93	;	;	PUNCT
ajis02-3835	543	94	martin	martin	PROPN
ajis02-3835	543	95	,	,	PUNCT
ajis02-3835	543	96	2019	2019	NUM
ajis02-3835	543	97	;	;	PUNCT
ajis02-3835	543	98	piano	piano	NOUN
ajis02-3835	543	99	,	,	PUNCT
ajis02-3835	543	100	2020	2020	NUM
ajis02-3835	543	101	;	;	PUNCT
ajis02-3835	543	102	arrieta	arrieta	PROPN
ajis02-3835	543	103	et	et	PROPN
ajis02-3835	543	104	al	al	PROPN
ajis02-3835	543	105	.	.	PROPN
ajis02-3835	543	106	,	,	PUNCT
ajis02-3835	543	107	2020	2020	NUM
ajis02-3835	543	108	,	,	PUNCT
ajis02-3835	543	109	feuerriegel	feuerriegel	NOUN
ajis02-3835	543	110	,	,	PUNCT
ajis02-3835	543	111	dolata	dolata	NOUN
ajis02-3835	543	112	,	,	PUNCT
ajis02-3835	543	113	schwabe	schwabe	NOUN
ajis02-3835	543	114	,	,	PUNCT
ajis02-3835	543	115	2020	2020	NUM
ajis02-3835	543	116	;	;	PUNCT
ajis02-3835	543	117	noriega	noriega	PROPN
ajis02-3835	543	118	,	,	PUNCT
ajis02-3835	543	119	2020	2020	NUM
ajis02-3835	543	120	;	;	PUNCT
ajis02-3835	543	121	ahn	ahn	PROPN
ajis02-3835	543	122	,	,	PUNCT
ajis02-3835	543	123	lin	lin	PROPN
ajis02-3835	543	124	,	,	PUNCT
ajis02-3835	543	125	2020	2020	NUM
ajis02-3835	543	126	;	;	PUNCT
ajis02-3835	543	127	bellamy	bellamy	PROPN
ajis02-3835	543	128	,	,	PUNCT
ajis02-3835	543	129	2018	2018	NUM
ajis02-3835	543	130	;	;	PUNCT
ajis02-3835	543	131	robert	robert	PROPN
ajis02-3835	543	132	et	et	PROPN
ajis02-3835	543	133	al	al	PROPN
ajis02-3835	543	134	.	.	PROPN
ajis02-3835	543	135	,	,	PUNCT
ajis02-3835	543	136	2020	2020	NUM
ajis02-3835	543	137	.	.	PUNCT
ajis02-3835	544	1	proxy	proxy	ADJ
ajis02-3835	544	2	data	datum	NOUN
ajis02-3835	544	3	are	be	AUX
ajis02-3835	544	4	being	be	AUX
ajis02-3835	544	5	used	use	VERB
ajis02-3835	544	6	for	for	ADP
ajis02-3835	544	7	features	feature	NOUN
ajis02-3835	544	8	that	that	PRON
ajis02-3835	544	9	are	be	AUX
ajis02-3835	544	10	hard	hard	ADJ
ajis02-3835	544	11	to	to	PART
ajis02-3835	544	12	quantify	quantify	VERB
ajis02-3835	544	13	or	or	CCONJ
ajis02-3835	544	14	to	to	PART
ajis02-3835	544	15	be	be	AUX
ajis02-3835	544	16	collected	collect	VERB
ajis02-3835	544	17	.	.	PUNCT
ajis02-3835	545	1	co	co	ADJ
ajis02-3835	545	2	-	-	ADJ
ajis02-3835	545	3	relational	relational	ADJ
ajis02-3835	545	4	analysis	analysis	NOUN
ajis02-3835	545	5	of	of	ADP
ajis02-3835	545	6	observational	observational	ADJ
ajis02-3835	545	7	data	datum	NOUN
ajis02-3835	545	8	qureshi	qureshi	PROPN
ajis02-3835	545	9	et	et	PROPN
ajis02-3835	545	10	al	al	PROPN
ajis02-3835	545	11	.	.	PROPN
ajis02-3835	545	12	,	,	PUNCT
ajis02-3835	545	13	2020	2020	NUM
ajis02-3835	545	14	historical	historical	ADJ
ajis02-3835	545	15	human	human	ADJ
ajis02-3835	545	16	bias	bias	NOUN
ajis02-3835	545	17	in	in	ADP
ajis02-3835	545	18	data	datum	NOUN
ajis02-3835	545	19	historical	historical	ADJ
ajis02-3835	545	20	bias	bias	NOUN
ajis02-3835	545	21	goes	go	VERB
ajis02-3835	545	22	to	to	ADP
ajis02-3835	545	23	biased	biased	ADJ
ajis02-3835	545	24	datasets	dataset	NOUN
ajis02-3835	545	25	hayes	haye	NOUN
ajis02-3835	545	26	,	,	PUNCT
ajis02-3835	545	27	poel	poel	NOUN
ajis02-3835	545	28	,	,	PUNCT
ajis02-3835	545	29	steen	steen	PROPN
ajis02-3835	545	30	,	,	PUNCT
ajis02-3835	545	31	2020	2020	NUM
ajis02-3835	545	32	;	;	PUNCT
ajis02-3835	545	33	kyriazanos	kyriazanos	PROPN
ajis02-3835	545	34	et	et	PROPN
ajis02-3835	545	35	al	al	PROPN
ajis02-3835	545	36	.	.	PROPN
ajis02-3835	545	37	,	,	PUNCT
ajis02-3835	545	38	2019	2019	NUM
ajis02-3835	545	39	;	;	PUNCT
ajis02-3835	545	40	johnson	johnson	PROPN
ajis02-3835	545	41	,	,	PUNCT
ajis02-3835	545	42	2019	2019	NUM
ajis02-3835	545	43	;	;	PUNCT
ajis02-3835	545	44	lambrecht	lambrecht	PROPN
ajis02-3835	545	45	,	,	PUNCT
ajis02-3835	545	46	tucker	tucker	PROPN
ajis02-3835	545	47	,	,	PUNCT
ajis02-3835	545	48	2019	2019	NUM
ajis02-3835	545	49	;	;	PUNCT
ajis02-3835	545	50	ibrahim	ibrahim	PROPN
ajis02-3835	545	51	,	,	PUNCT
ajis02-3835	545	52	charlson	charlson	NOUN
ajis02-3835	545	53	,	,	PUNCT
ajis02-3835	545	54	neill	neill	PROPN
ajis02-3835	545	55	,	,	PUNCT
ajis02-3835	545	56	2020	2020	NUM
ajis02-3835	545	57	;	;	PUNCT
ajis02-3835	545	58	martin	martin	PROPN
ajis02-3835	545	59	,	,	PUNCT
ajis02-3835	545	60	2019	2019	NUM
ajis02-3835	545	61	;	;	PUNCT
ajis02-3835	545	62	veale	veale	NOUN
ajis02-3835	545	63	,	,	PUNCT
ajis02-3835	545	64	binns	binn	NOUN
ajis02-3835	545	65	,	,	PUNCT
ajis02-3835	545	66	2017	2017	NUM
ajis02-3835	545	67	;	;	PUNCT
ajis02-3835	545	68	cirillo	cirillo	PROPN
ajis02-3835	545	69	et	et	PROPN
ajis02-3835	545	70	al	al	PROPN
ajis02-3835	545	71	.	.	PROPN
ajis02-3835	545	72	,	,	PUNCT
ajis02-3835	545	73	2020	2020	NUM
ajis02-3835	545	74	;	;	PUNCT
ajis02-3835	545	75	ahn	ahn	PROPN
ajis02-3835	545	76	,	,	PUNCT
ajis02-3835	545	77	lin	lin	PROPN
ajis02-3835	545	78	,	,	PUNCT
ajis02-3835	545	79	2020	2020	NUM
ajis02-3835	545	80	.	.	PUNCT
ajis02-3835	546	1	the	the	DET
ajis02-3835	546	2	majority	majority	NOUN
ajis02-3835	546	3	follow	follow	VERB
ajis02-3835	546	4	the	the	DET
ajis02-3835	546	5	norms	norm	NOUN
ajis02-3835	546	6	established	establish	VERB
ajis02-3835	546	7	by	by	ADP
ajis02-3835	546	8	the	the	DET
ajis02-3835	546	9	society	society	NOUN
ajis02-3835	546	10	in	in	ADP
ajis02-3835	546	11	the	the	DET
ajis02-3835	546	12	past	past	NOUN
ajis02-3835	546	13	.	.	PUNCT
ajis02-3835	547	1	australasian	australasian	ADJ
ajis02-3835	547	2	journal	journal	NOUN
ajis02-3835	547	3	of	of	ADP
ajis02-3835	547	4	information	information	NOUN
ajis02-3835	547	5	systems	system	NOUN
ajis02-3835	547	6	nadeem	nadeem	PROPN
ajis02-3835	547	7	,	,	PUNCT
ajis02-3835	547	8	marjanovic	marjanovic	PROPN
ajis02-3835	547	9	&	&	CCONJ
ajis02-3835	547	10	abedin	abedin	PROPN
ajis02-3835	547	11	2022	2022	NUM
ajis02-3835	547	12	,	,	PUNCT
ajis02-3835	547	13	vol	vol	NOUN
ajis02-3835	547	14	26	26	NUM
ajis02-3835	547	15	,	,	PUNCT
ajis02-3835	547	16	selected	select	VERB
ajis02-3835	547	17	papers	paper	NOUN
ajis02-3835	547	18	from	from	ADP
ajis02-3835	547	19	acis	acis	PROPN
ajis02-3835	547	20	2020	2020	NUM
ajis02-3835	547	21	gender	gender	NOUN
ajis02-3835	547	22	bias	bias	NOUN
ajis02-3835	547	23	in	in	ADP
ajis02-3835	547	24	ai	ai	PROPN
ajis02-3835	547	25	28	28	NUM
ajis02-3835	547	26	g	g	NOUN
ajis02-3835	547	27	en	en	X
ajis02-3835	547	28	de	de	X
ajis02-3835	547	29	r	r	PROPN
ajis02-3835	547	30	s	s	PROPN
ajis02-3835	547	31	te	te	NOUN
ajis02-3835	547	32	re	re	AUX
ajis02-3835	547	33	ot	ot	VERB
ajis02-3835	547	34	yp	yp	PROPN
ajis02-3835	547	35	in	in	ADP
ajis02-3835	547	36	g	g	PROPN
ajis02-3835	547	37	prejudices	prejudice	NOUN
ajis02-3835	547	38	in	in	ADP
ajis02-3835	547	39	society	society	NOUN
ajis02-3835	547	40	gender	gender	NOUN
ajis02-3835	547	41	stereotyping	stereotyping	NOUN
ajis02-3835	547	42	in	in	ADP
ajis02-3835	547	43	society	society	NOUN
ajis02-3835	547	44	prates	prate	NOUN
ajis02-3835	547	45	,	,	PUNCT
ajis02-3835	547	46	avelar	avelar	PROPN
ajis02-3835	547	47	,	,	PUNCT
ajis02-3835	547	48	lamb	lamb	PROPN
ajis02-3835	547	49	,	,	PUNCT
ajis02-3835	547	50	2019	2019	NUM
ajis02-3835	547	51	;	;	PUNCT
ajis02-3835	547	52	lee	lee	PROPN
ajis02-3835	547	53	,	,	PUNCT
ajis02-3835	547	54	2018	2018	NUM
ajis02-3835	547	55	;	;	PUNCT
ajis02-3835	547	56	miron	miron	PROPN
ajis02-3835	547	57	et	et	PROPN
ajis02-3835	547	58	al	al	PROPN
ajis02-3835	547	59	.	.	PROPN
ajis02-3835	547	60	,	,	PUNCT
ajis02-3835	547	61	2020	2020	NUM
ajis02-3835	547	62	;	;	PUNCT
ajis02-3835	547	63	cirillo	cirillo	PROPN
ajis02-3835	547	64	et	et	PROPN
ajis02-3835	547	65	al	al	PROPN
ajis02-3835	547	66	.	.	PROPN
ajis02-3835	547	67	,	,	PUNCT
ajis02-3835	547	68	2020	2020	NUM
ajis02-3835	547	69	;	;	PUNCT
ajis02-3835	547	70	noriega	noriega	PROPN
ajis02-3835	547	71	2020	2020	NUM
ajis02-3835	547	72	;	;	PUNCT
ajis02-3835	547	73	wang	wang	PROPN
ajis02-3835	547	74	2020	2020	NUM
ajis02-3835	547	75	prevailing	prevail	VERB
ajis02-3835	547	76	gender	gender	NOUN
ajis02-3835	547	77	stereotyping	stereotyping	NOUN
ajis02-3835	547	78	in	in	ADP
ajis02-3835	547	79	society	society	NOUN
ajis02-3835	547	80	.	.	PUNCT
ajis02-3835	548	1	societal	societal	ADJ
ajis02-3835	548	2	prejudices	prejudices	PROPN
ajis02-3835	548	3	martinez	martinez	PROPN
ajis02-3835	548	4	,	,	PUNCT
ajis02-3835	548	5	fernandez	fernandez	PROPN
ajis02-3835	548	6	,	,	PUNCT
ajis02-3835	548	7	2020	2020	NUM
ajis02-3835	548	8	;	;	PUNCT
ajis02-3835	548	9	ntoutsi	ntoutsi	PROPN
ajis02-3835	548	10	et	et	PROPN
ajis02-3835	548	11	al	al	PROPN
ajis02-3835	548	12	.	.	PROPN
ajis02-3835	548	13	,	,	PUNCT
ajis02-3835	548	14	2019	2019	NUM
ajis02-3835	548	15	;	;	PUNCT
ajis02-3835	548	16	miron	miron	PROPN
ajis02-3835	548	17	et	et	PROPN
ajis02-3835	548	18	al	al	PROPN
ajis02-3835	548	19	.	.	PROPN
ajis02-3835	548	20	,	,	PUNCT
ajis02-3835	548	21	2020	2020	NUM
ajis02-3835	548	22	;	;	PUNCT
ajis02-3835	548	23	thelwall	thelwall	NOUN
ajis02-3835	548	24	,	,	PUNCT
ajis02-3835	548	25	2017	2017	NUM
ajis02-3835	548	26	;	;	PUNCT
ajis02-3835	548	27	cirillo	cirillo	PROPN
ajis02-3835	548	28	et	et	PROPN
ajis02-3835	548	29	al	al	PROPN
ajis02-3835	548	30	.	.	PROPN
ajis02-3835	548	31	,	,	PUNCT
ajis02-3835	548	32	2020	2020	NUM
ajis02-3835	548	33	;	;	PUNCT
ajis02-3835	548	34	noriega	noriega	PROPN
ajis02-3835	548	35	,	,	PUNCT
ajis02-3835	548	36	2020	2020	NUM
ajis02-3835	548	37	.	.	PUNCT
ajis02-3835	549	1	culture	culture	NOUN
ajis02-3835	549	2	fostering	foster	VERB
ajis02-3835	549	3	masculinity	masculinity	NOUN
ajis02-3835	549	4	bro	bro	NOUN
ajis02-3835	549	5	culture	culture	NOUN
ajis02-3835	549	6	fostering	foster	VERB
ajis02-3835	549	7	exclusivity	exclusivity	NOUN
ajis02-3835	549	8	and	and	CCONJ
ajis02-3835	549	9	masculinity	masculinity	NOUN
ajis02-3835	549	10	johnson	johnson	PROPN
ajis02-3835	549	11	,	,	PUNCT
ajis02-3835	549	12	2019	2019	NUM
ajis02-3835	549	13	gender	gender	NOUN
ajis02-3835	549	14	imbalance	imbalance	NOUN
ajis02-3835	549	15	and	and	CCONJ
ajis02-3835	549	16	masculinity	masculinity	NOUN
ajis02-3835	549	17	are	be	AUX
ajis02-3835	549	18	pervasive	pervasive	ADJ
ajis02-3835	549	19	in	in	ADP
ajis02-3835	549	20	the	the	DET
ajis02-3835	549	21	it	it	PROPN
ajis02-3835	549	22	industry	industry	NOUN
ajis02-3835	549	23	.	.	PUNCT
ajis02-3835	550	1	socio	socio	NOUN
ajis02-3835	550	2	-	-	PUNCT
ajis02-3835	550	3	economic	economic	ADJ
ajis02-3835	550	4	factors	factor	NOUN
ajis02-3835	550	5	imputing	impute	VERB
ajis02-3835	550	6	discrimination	discrimination	NOUN
ajis02-3835	550	7	economic	economic	ADJ
ajis02-3835	550	8	factors	factor	NOUN
ajis02-3835	550	9	martinez	martinez	PROPN
ajis02-3835	550	10	,	,	PUNCT
ajis02-3835	550	11	fernandez	fernandez	PROPN
ajis02-3835	550	12	,	,	PUNCT
ajis02-3835	550	13	2020	2020	NUM
ajis02-3835	550	14	;	;	PUNCT
ajis02-3835	550	15	hayes	hayes	PROPN
ajis02-3835	550	16	,	,	PUNCT
ajis02-3835	550	17	poel	poel	NOUN
ajis02-3835	550	18	,	,	PUNCT
ajis02-3835	550	19	steen	steen	PROPN
ajis02-3835	550	20	,	,	PUNCT
ajis02-3835	550	21	2020	2020	NUM
ajis02-3835	550	22	;	;	PUNCT
ajis02-3835	550	23	lambrecht	lambrecht	PROPN
ajis02-3835	550	24	,	,	PUNCT
ajis02-3835	550	25	tucker	tucker	PROPN
ajis02-3835	550	26	,	,	PUNCT
ajis02-3835	550	27	2019	2019	NUM
ajis02-3835	550	28	;	;	PUNCT
ajis02-3835	550	29	cirillo	cirillo	PROPN
ajis02-3835	550	30	et	et	PROPN
ajis02-3835	550	31	al	al	PROPN
ajis02-3835	550	32	.	.	PROPN
ajis02-3835	550	33	,	,	PUNCT
ajis02-3835	550	34	2020	2020	NUM
ajis02-3835	550	35	;	;	PUNCT
ajis02-3835	550	36	wang	wang	PROPN
ajis02-3835	550	37	,	,	PUNCT
ajis02-3835	550	38	2020	2020	NUM
ajis02-3835	550	39	.	.	PUNCT
ajis02-3835	551	1	socio	socio	NOUN
ajis02-3835	551	2	-	-	PUNCT
ajis02-3835	551	3	economic	economic	ADJ
ajis02-3835	551	4	factors	factor	NOUN
ajis02-3835	551	5	based	base	VERB
ajis02-3835	551	6	on	on	ADP
ajis02-3835	551	7	social	social	ADJ
ajis02-3835	551	8	standing	standing	NOUN
ajis02-3835	551	9	e.g.	e.g.	ADV
ajis02-3835	551	10	neighbourhood	neighbourhood	NOUN
ajis02-3835	551	11	,	,	PUNCT
ajis02-3835	551	12	zip	zip	NOUN
ajis02-3835	551	13	code	code	NOUN
ajis02-3835	551	14	,	,	PUNCT
ajis02-3835	551	15	location	location	NOUN
ajis02-3835	551	16	results	result	NOUN
ajis02-3835	551	17	in	in	ADP
ajis02-3835	551	18	incorrect	incorrect	ADJ
ajis02-3835	551	19	assumptions	assumption	NOUN
ajis02-3835	551	20	of	of	ADP
ajis02-3835	551	21	an	an	DET
ajis02-3835	551	22	individual	individual	NOUN
ajis02-3835	551	23	.	.	PUNCT
ajis02-3835	552	1	individual	individual	ADJ
ajis02-3835	552	2	sociostatus	sociostatus	NOUN
ajis02-3835	552	3	based	base	VERB
ajis02-3835	552	4	on	on	ADP
ajis02-3835	552	5	zip	zip	PROPN
ajis02-3835	552	6	code	code	PROPN
ajis02-3835	552	7	lee	lee	PROPN
ajis02-3835	552	8	,	,	PUNCT
ajis02-3835	552	9	2018	2018	NUM
ajis02-3835	552	10	;	;	PUNCT
ajis02-3835	552	11	veale	veale	NOUN
ajis02-3835	552	12	&	&	CCONJ
ajis02-3835	552	13	binns	binn	NOUN
ajis02-3835	552	14	,	,	PUNCT
ajis02-3835	552	15	2017	2017	NUM
ajis02-3835	552	16	decisions	decision	NOUN
ajis02-3835	552	17	are	be	AUX
ajis02-3835	552	18	taken	take	VERB
ajis02-3835	552	19	on	on	ADP
ajis02-3835	552	20	biased	biased	ADJ
ajis02-3835	552	21	norms	norm	NOUN
ajis02-3835	552	22	followed	follow	VERB
ajis02-3835	552	23	by	by	ADP
ajis02-3835	552	24	the	the	DET
ajis02-3835	552	25	majority	majority	NOUN
ajis02-3835	552	26	decisions	decision	NOUN
ajis02-3835	552	27	are	be	AUX
ajis02-3835	552	28	made	make	VERB
ajis02-3835	552	29	on	on	ADP
ajis02-3835	552	30	preexisting	preexist	VERB
ajis02-3835	552	31	norms	norm	NOUN
ajis02-3835	552	32	of	of	ADP
ajis02-3835	552	33	society	society	NOUN
ajis02-3835	552	34	followed	follow	VERB
ajis02-3835	552	35	by	by	ADP
ajis02-3835	552	36	the	the	DET
ajis02-3835	552	37	majority	majority	NOUN
ajis02-3835	552	38	ntoutsi	ntoutsi	PROPN
ajis02-3835	552	39	et	et	PROPN
ajis02-3835	552	40	al	al	PROPN
ajis02-3835	552	41	.	.	PROPN
ajis02-3835	552	42	,	,	PUNCT
ajis02-3835	552	43	2019	2019	NUM
ajis02-3835	552	44	certain	certain	ADJ
ajis02-3835	552	45	upstream	upstream	ADJ
ajis02-3835	552	46	social	social	ADJ
ajis02-3835	552	47	norms	norm	NOUN
ajis02-3835	552	48	are	be	AUX
ajis02-3835	552	49	followed	follow	VERB
ajis02-3835	552	50	blindly	blindly	ADV
ajis02-3835	552	51	because	because	SCONJ
ajis02-3835	552	52	of	of	ADP
ajis02-3835	552	53	their	their	PRON
ajis02-3835	552	54	easy	easy	ADJ
ajis02-3835	552	55	acceptance	acceptance	NOUN
ajis02-3835	552	56	in	in	ADP
ajis02-3835	552	57	society	society	NOUN
ajis02-3835	552	58	.	.	PUNCT
ajis02-3835	553	1	a	a	DET
ajis02-3835	553	2	i	i	PRON
ajis02-3835	553	3	a	a	PRON
ajis02-3835	553	4	m	m	VERB
ajis02-3835	553	5	pl	pl	NOUN
ajis02-3835	554	1	if	if	SCONJ
ajis02-3835	554	2	ie	ie	PROPN
ajis02-3835	554	3	s	s	VERB
ajis02-3835	554	4	ex	ex	NOUN
ajis02-3835	554	5	is	be	AUX
ajis02-3835	554	6	tin	tin	NOUN
ajis02-3835	554	7	g	g	NOUN
ajis02-3835	554	8	bi	bi	NOUN
ajis02-3835	554	9	as	as	ADP
ajis02-3835	554	10	failing	fail	VERB
ajis02-3835	554	11	to	to	PART
ajis02-3835	554	12	ensure	ensure	VERB
ajis02-3835	554	13	humans	human	NOUN
ajis02-3835	554	14	in	in	ADP
ajis02-3835	554	15	the	the	DET
ajis02-3835	554	16	loop	loop	NOUN
ajis02-3835	554	17	in	in	ADP
ajis02-3835	554	18	ai	ai	PROPN
ajis02-3835	554	19	decisions	decision	NOUN
ajis02-3835	554	20	reducing	reduce	VERB
ajis02-3835	554	21	the	the	DET
ajis02-3835	554	22	role	role	NOUN
ajis02-3835	554	23	of	of	ADP
ajis02-3835	554	24	human	human	ADJ
ajis02-3835	554	25	agents	agent	NOUN
ajis02-3835	554	26	or	or	CCONJ
ajis02-3835	554	27	failing	fail	VERB
ajis02-3835	554	28	to	to	PART
ajis02-3835	554	29	ensure	ensure	VERB
ajis02-3835	554	30	“	"	PUNCT
ajis02-3835	554	31	human	human	ADJ
ajis02-3835	554	32	in	in	ADP
ajis02-3835	554	33	the	the	DET
ajis02-3835	554	34	loop	loop	NOUN
ajis02-3835	554	35	”	"	PUNCT
ajis02-3835	554	36	johnson	johnson	PROPN
ajis02-3835	554	37	,	,	PUNCT
ajis02-3835	554	38	2019	2019	NUM
ajis02-3835	554	39	data	datum	NOUN
ajis02-3835	554	40	mining	mining	NOUN
ajis02-3835	554	41	systems	system	NOUN
ajis02-3835	554	42	reproduce	reproduce	VERB
ajis02-3835	554	43	the	the	DET
ajis02-3835	554	44	historic	historic	ADJ
ajis02-3835	554	45	biases	bias	NOUN
ajis02-3835	554	46	embedded	embed	VERB
ajis02-3835	554	47	in	in	ADP
ajis02-3835	554	48	the	the	DET
ajis02-3835	554	49	data	datum	NOUN
ajis02-3835	554	50	if	if	SCONJ
ajis02-3835	554	51	there	there	PRON
ajis02-3835	554	52	is	be	VERB
ajis02-3835	554	53	a	a	DET
ajis02-3835	554	54	missing	miss	VERB
ajis02-3835	554	55	human	human	ADJ
ajis02-3835	554	56	role	role	NOUN
ajis02-3835	554	57	in	in	ADP
ajis02-3835	554	58	the	the	DET
ajis02-3835	554	59	final	final	ADJ
ajis02-3835	554	60	decision	decision	NOUN
ajis02-3835	554	61	making	make	VERB
ajis02-3835	554	62	algorithms	algorithm	NOUN
ajis02-3835	554	63	optimizing	optimize	VERB
ajis02-3835	554	64	costeffectiveness	costeffectiveness	NOUN
ajis02-3835	554	65	in	in	ADP
ajis02-3835	554	66	a	a	DET
ajis02-3835	554	67	discriminatory	discriminatory	ADJ
ajis02-3835	554	68	way	way	NOUN
ajis02-3835	554	69	lambrecht	lambrecht	PROPN
ajis02-3835	554	70	&	&	CCONJ
ajis02-3835	554	71	tucker	tucker	PROPN
ajis02-3835	554	72	,	,	PUNCT
ajis02-3835	554	73	2019	2019	NUM
ajis02-3835	554	74	;	;	PUNCT
ajis02-3835	554	75	ntoutsi	ntoutsi	PROPN
ajis02-3835	554	76	et	et	PROPN
ajis02-3835	554	77	al	al	PROPN
ajis02-3835	554	78	.	.	PROPN
ajis02-3835	554	79	,	,	PUNCT
ajis02-3835	554	80	2019	2019	NUM
ajis02-3835	554	81	;	;	PUNCT
ajis02-3835	554	82	chen	chen	PROPN
ajis02-3835	554	83	,	,	PUNCT
ajis02-3835	554	84	szolovit	szolovit	PROPN
ajis02-3835	554	85	,	,	PUNCT
ajis02-3835	554	86	ghassemi	ghassemi	NOUN
ajis02-3835	554	87	,	,	PUNCT
ajis02-3835	554	88	2019	2019	NUM
ajis02-3835	554	89	;	;	PUNCT
ajis02-3835	554	90	ibrahim	ibrahim	PROPN
ajis02-3835	554	91	,	,	PUNCT
ajis02-3835	554	92	charlson	charlson	NOUN
ajis02-3835	554	93	,	,	PUNCT
ajis02-3835	554	94	neill	neill	PROPN
ajis02-3835	554	95	,	,	PUNCT
ajis02-3835	554	96	2020	2020	NUM
ajis02-3835	554	97	;	;	PUNCT
ajis02-3835	554	98	martin	martin	PROPN
ajis02-3835	554	99	,	,	PUNCT
ajis02-3835	554	100	2019	2019	NUM
ajis02-3835	554	101	.	.	PUNCT
ajis02-3835	555	1	ai	ai	AUX
ajis02-3835	555	2	amplifying	amplify	VERB
ajis02-3835	555	3	the	the	DET
ajis02-3835	555	4	bias	bias	NOUN
ajis02-3835	555	5	in	in	ADP
ajis02-3835	555	6	society	society	NOUN
ajis02-3835	555	7	the	the	DET
ajis02-3835	555	8	algorithm	algorithm	NOUN
ajis02-3835	555	9	perpetuates/	perpetuates/	NUM
ajis02-3835	555	10	amplifies	amplify	VERB
ajis02-3835	555	11	discrimination	discrimination	NOUN
ajis02-3835	555	12	and	and	CCONJ
ajis02-3835	555	13	biases	bias	NOUN
ajis02-3835	555	14	hayes	hayes	PROPN
ajis02-3835	555	15	,	,	PUNCT
ajis02-3835	555	16	poel	poel	NOUN
ajis02-3835	555	17	,	,	PUNCT
ajis02-3835	555	18	steen	steen	PROPN
ajis02-3835	555	19	,	,	PUNCT
ajis02-3835	555	20	2020	2020	NUM
ajis02-3835	555	21	;	;	PUNCT
ajis02-3835	555	22	johnson	johnson	PROPN
ajis02-3835	555	23	,	,	PUNCT
ajis02-3835	555	24	2019	2019	NUM
ajis02-3835	555	25	,	,	PUNCT
ajis02-3835	555	26	ntoutsi	ntoutsi	NOUN
ajis02-3835	555	27	et	et	PROPN
ajis02-3835	555	28	al	al	PROPN
ajis02-3835	555	29	.	.	PROPN
ajis02-3835	555	30	,	,	PUNCT
ajis02-3835	555	31	2019	2019	NUM
ajis02-3835	555	32	;	;	PUNCT
ajis02-3835	555	33	lee	lee	PROPN
ajis02-3835	555	34	,	,	PUNCT
ajis02-3835	555	35	2018	2018	NUM
ajis02-3835	555	36	;	;	PUNCT
ajis02-3835	555	37	cirillo	cirillo	PROPN
ajis02-3835	555	38	et	et	PROPN
ajis02-3835	555	39	al	al	PROPN
ajis02-3835	555	40	.	.	PROPN
ajis02-3835	555	41	,	,	PUNCT
ajis02-3835	555	42	2020	2020	NUM
ajis02-3835	555	43	;	;	PUNCT
ajis02-3835	555	44	clifton	clifton	PROPN
ajis02-3835	555	45	,	,	PUNCT
ajis02-3835	555	46	glasmeier	glasmeier	NOUN
ajis02-3835	555	47	,	,	PUNCT
ajis02-3835	555	48	gray	gray	ADJ
ajis02-3835	555	49	,	,	PUNCT
ajis02-3835	555	50	2020	2020	NUM
ajis02-3835	555	51	;	;	PUNCT
ajis02-3835	555	52	clifton	clifton	PROPN
ajis02-3835	555	53	,	,	PUNCT
ajis02-3835	555	54	glasmeier	glasmeier	NOUN
ajis02-3835	555	55	,	,	PUNCT
ajis02-3835	555	56	gray	gray	ADJ
ajis02-3835	555	57	2020	2020	NUM
ajis02-3835	555	58	algorithms	algorithm	NOUN
ajis02-3835	555	59	inherent	inherent	ADJ
ajis02-3835	555	60	rules	rule	NOUN
ajis02-3835	555	61	from	from	ADP
ajis02-3835	555	62	previously	previously	ADV
ajis02-3835	555	63	discriminatory	discriminatory	ADJ
ajis02-3835	555	64	decisions	decision	NOUN
ajis02-3835	555	65	.	.	PUNCT
ajis02-3835	556	1	lack	lack	NOUN
ajis02-3835	556	2	of	of	ADP
ajis02-3835	556	3	transparency	transparency	NOUN
ajis02-3835	556	4	in	in	ADP
ajis02-3835	556	5	algorithms	algorithms	NOUN
ajis02-3835	556	6	opacity	opacity	NOUN
ajis02-3835	556	7	in	in	ADP
ajis02-3835	556	8	algorithms	algorithm	NOUN
ajis02-3835	556	9	hayes	hayes	PROPN
ajis02-3835	556	10	,	,	PUNCT
ajis02-3835	556	11	poel	poel	NOUN
ajis02-3835	556	12	,	,	PUNCT
ajis02-3835	556	13	steen	steen	PROPN
ajis02-3835	556	14	,	,	PUNCT
ajis02-3835	556	15	2020	2020	NUM
ajis02-3835	556	16	;	;	PUNCT
ajis02-3835	556	17	miron	miron	PROPN
ajis02-3835	556	18	et	et	PROPN
ajis02-3835	556	19	al	al	PROPN
ajis02-3835	556	20	.	.	PROPN
ajis02-3835	556	21	,	,	PUNCT
ajis02-3835	556	22	2020	2020	NUM
ajis02-3835	556	23	;	;	PUNCT
ajis02-3835	556	24	ahn	ahn	PROPN
ajis02-3835	556	25	,	,	PUNCT
ajis02-3835	556	26	lin	lin	PROPN
ajis02-3835	556	27	,	,	PUNCT
ajis02-3835	556	28	2020	2020	NUM
ajis02-3835	556	29	;	;	PUNCT
ajis02-3835	556	30	clifton	clifton	PROPN
ajis02-3835	556	31	,	,	PUNCT
ajis02-3835	556	32	glasmeier	glasmeier	NOUN
ajis02-3835	556	33	,	,	PUNCT
ajis02-3835	556	34	gray	gray	ADJ
ajis02-3835	556	35	,	,	PUNCT
ajis02-3835	556	36	2020	2020	NUM
ajis02-3835	556	37	.	.	PUNCT
ajis02-3835	557	1	algorithms	algorithm	NOUN
ajis02-3835	557	2	are	be	AUX
ajis02-3835	557	3	opaque	opaque	ADJ
ajis02-3835	557	4	,	,	PUNCT
ajis02-3835	557	5	complex	complex	ADJ
ajis02-3835	557	6	,	,	PUNCT
ajis02-3835	557	7	unpredictable	unpredictable	ADJ
ajis02-3835	557	8	,	,	PUNCT
ajis02-3835	557	9	and	and	CCONJ
ajis02-3835	557	10	partially	partially	ADV
ajis02-3835	557	11	autonomous	autonomous	ADJ
ajis02-3835	557	12	.	.	PUNCT
ajis02-3835	558	1	australasian	australasian	ADJ
ajis02-3835	558	2	journal	journal	NOUN
ajis02-3835	558	3	of	of	ADP
ajis02-3835	558	4	information	information	NOUN
ajis02-3835	558	5	systems	system	NOUN
ajis02-3835	558	6	nadeem	nadeem	PROPN
ajis02-3835	558	7	,	,	PUNCT
ajis02-3835	558	8	marjanovic	marjanovic	PROPN
ajis02-3835	558	9	&	&	CCONJ
ajis02-3835	558	10	abedin	abedin	PROPN
ajis02-3835	558	11	2022	2022	NUM
ajis02-3835	558	12	,	,	PUNCT
ajis02-3835	558	13	vol	vol	NOUN
ajis02-3835	558	14	26	26	NUM
ajis02-3835	558	15	,	,	PUNCT
ajis02-3835	558	16	selected	select	VERB
ajis02-3835	558	17	papers	paper	NOUN
ajis02-3835	558	18	from	from	ADP
ajis02-3835	558	19	acis	acis	PROPN
ajis02-3835	558	20	2020	2020	NUM
ajis02-3835	558	21	gender	gender	NOUN
ajis02-3835	558	22	bias	bias	NOUN
ajis02-3835	558	23	in	in	ADP
ajis02-3835	558	24	ai	ai	PROPN
ajis02-3835	558	25	29	29	NUM
ajis02-3835	558	26	creator	creator	NOUN
ajis02-3835	558	27	’s	’s	PART
ajis02-3835	558	28	inherent	inherent	ADJ
ajis02-3835	558	29	bias	bias	NOUN
ajis02-3835	558	30	in	in	ADP
ajis02-3835	558	31	ai	ai	PROPN
ajis02-3835	558	32	algorithms	algorithm	NOUN
ajis02-3835	558	33	ai	ai	AUX
ajis02-3835	558	34	reflecting	reflect	VERB
ajis02-3835	558	35	creator	creator	NOUN
ajis02-3835	558	36	’s	’s	PART
ajis02-3835	558	37	bias	bias	NOUN
ajis02-3835	558	38	hayes	hayes	PROPN
ajis02-3835	558	39	,	,	PUNCT
ajis02-3835	558	40	poel	poel	NOUN
ajis02-3835	558	41	,	,	PUNCT
ajis02-3835	558	42	steen	steen	PROPN
ajis02-3835	558	43	,	,	PUNCT
ajis02-3835	558	44	2020	2020	NUM
ajis02-3835	558	45	;	;	PUNCT
ajis02-3835	558	46	ntoutsi	ntoutsi	PROPN
ajis02-3835	558	47	et	et	PROPN
ajis02-3835	558	48	al	al	PROPN
ajis02-3835	558	49	.	.	PROPN
ajis02-3835	558	50	,	,	PUNCT
ajis02-3835	558	51	2019	2019	NUM
ajis02-3835	558	52	,	,	PUNCT
ajis02-3835	558	53	miron	miron	PROPN
ajis02-3835	558	54	et	et	PROPN
ajis02-3835	558	55	al	al	PROPN
ajis02-3835	558	56	.	.	PROPN
ajis02-3835	558	57	,	,	PUNCT
ajis02-3835	558	58	2020	2020	NUM
ajis02-3835	558	59	;	;	PUNCT
ajis02-3835	558	60	wang	wang	PROPN
ajis02-3835	558	61	,	,	PUNCT
ajis02-3835	558	62	2020	2020	NUM
ajis02-3835	558	63	.	.	PUNCT
ajis02-3835	559	1	the	the	DET
ajis02-3835	559	2	lack	lack	NOUN
ajis02-3835	559	3	of	of	ADP
ajis02-3835	559	4	multidisciplinary	multidisciplinary	ADJ
ajis02-3835	559	5	aspects	aspect	NOUN
ajis02-3835	559	6	in	in	ADP
ajis02-3835	559	7	ai	ai	ADJ
ajis02-3835	559	8	creators	creator	NOUN
ajis02-3835	559	9	results	result	NOUN
ajis02-3835	559	10	in	in	ADP
ajis02-3835	559	11	unfair	unfair	ADJ
ajis02-3835	559	12	outcomes	outcome	NOUN
ajis02-3835	559	13	.	.	PUNCT
ajis02-3835	560	1	la	la	VERB
ajis02-3835	560	2	ck	ck	INTJ
ajis02-3835	561	1	o	o	X
ajis02-3835	561	2	f	f	X
ajis02-3835	561	3	g	g	PROPN
ajis02-3835	561	4	en	en	X
ajis02-3835	561	5	de	de	X
ajis02-3835	561	6	r	r	PROPN
ajis02-3835	561	7	d	d	PROPN
ajis02-3835	561	8	iv	iv	NUM
ajis02-3835	562	1	er	er	INTJ
ajis02-3835	562	2	si	si	INTJ
ajis02-3835	562	3	ty	ty	INTJ
ajis02-3835	562	4	in	in	ADP
ajis02-3835	562	5	a	a	PRON
ajis02-3835	562	6	i	i	NOUN
ajis02-3835	562	7	d	d	PROPN
ajis02-3835	562	8	ev	ev	INTJ
ajis02-3835	562	9	el	el	PROPN
ajis02-3835	562	10	op	op	PROPN
ajis02-3835	562	11	m	m	PROPN
ajis02-3835	562	12	en	en	ADP
ajis02-3835	562	13	t	t	X
ajis02-3835	562	14	te	te	PROPN
ajis02-3835	562	15	am	be	AUX
ajis02-3835	562	16	s	s	NOUN
ajis02-3835	562	17	lack	lack	NOUN
ajis02-3835	562	18	of	of	ADP
ajis02-3835	562	19	gender	gender	NOUN
ajis02-3835	562	20	disparity	disparity	NOUN
ajis02-3835	562	21	in	in	ADP
ajis02-3835	562	22	developers	developer	NOUN
ajis02-3835	562	23	and	and	CCONJ
ajis02-3835	562	24	the	the	DET
ajis02-3835	562	25	technology	technology	NOUN
ajis02-3835	562	26	sector	sector	NOUN
ajis02-3835	562	27	gender	gender	NOUN
ajis02-3835	562	28	disparity	disparity	NOUN
ajis02-3835	562	29	in	in	ADP
ajis02-3835	562	30	ai	ai	PROPN
ajis02-3835	562	31	development	development	PROPN
ajis02-3835	562	32	team	team	PROPN
ajis02-3835	562	33	clifton	clifton	PROPN
ajis02-3835	562	34	,	,	PUNCT
ajis02-3835	562	35	glasmeier	glasmeier	NOUN
ajis02-3835	562	36	,	,	PUNCT
ajis02-3835	562	37	gray	gray	ADJ
ajis02-3835	562	38	,	,	PUNCT
ajis02-3835	562	39	2020	2020	NUM
ajis02-3835	562	40	;	;	PUNCT
ajis02-3835	562	41	martinez	martinez	PROPN
ajis02-3835	562	42	,	,	PUNCT
ajis02-3835	562	43	fernandez	fernandez	PROPN
ajis02-3835	562	44	,	,	PUNCT
ajis02-3835	562	45	2020	2020	NUM
ajis02-3835	562	46	;	;	PUNCT
ajis02-3835	562	47	johnson	johnson	PROPN
ajis02-3835	562	48	,	,	PUNCT
ajis02-3835	562	49	2019	2019	NUM
ajis02-3835	562	50	;	;	PUNCT
ajis02-3835	562	51	wang	wang	PROPN
ajis02-3835	562	52	,	,	PUNCT
ajis02-3835	562	53	2020	2020	NUM
ajis02-3835	562	54	there	there	PRON
ajis02-3835	562	55	is	be	VERB
ajis02-3835	562	56	a	a	DET
ajis02-3835	562	57	lack	lack	NOUN
ajis02-3835	562	58	of	of	ADP
ajis02-3835	562	59	diversity	diversity	NOUN
ajis02-3835	562	60	in	in	ADP
ajis02-3835	562	61	ai	ai	PROPN
ajis02-3835	562	62	developers	developer	NOUN
ajis02-3835	562	63	’	’	PART
ajis02-3835	562	64	teams	team	NOUN
ajis02-3835	562	65	and	and	CCONJ
ajis02-3835	562	66	in	in	ADP
ajis02-3835	562	67	the	the	DET
ajis02-3835	562	68	technology	technology	NOUN
ajis02-3835	562	69	sector	sector	NOUN
ajis02-3835	562	70	because	because	SCONJ
ajis02-3835	562	71	of	of	ADP
ajis02-3835	562	72	which	which	PRON
ajis02-3835	562	73	there	there	PRON
ajis02-3835	562	74	is	be	VERB
ajis02-3835	562	75	a	a	DET
ajis02-3835	562	76	lack	lack	NOUN
ajis02-3835	562	77	of	of	ADP
ajis02-3835	562	78	diversity	diversity	NOUN
ajis02-3835	562	79	of	of	ADP
ajis02-3835	562	80	thought	thought	NOUN
ajis02-3835	562	81	in	in	ADP
ajis02-3835	562	82	the	the	DET
ajis02-3835	562	83	preparation	preparation	NOUN
ajis02-3835	562	84	of	of	ADP
ajis02-3835	562	85	the	the	DET
ajis02-3835	562	86	data	datum	NOUN
ajis02-3835	562	87	as	as	ADP
ajis02-3835	562	88	unconscious	unconscious	ADJ
ajis02-3835	562	89	bias	bias	NOUN
ajis02-3835	562	90	seeps	seep	VERB
ajis02-3835	562	91	in	in	ADP
ajis02-3835	562	92	the	the	DET
ajis02-3835	562	93	training	training	NOUN
ajis02-3835	562	94	data	datum	NOUN
ajis02-3835	562	95	in	in	ADP
ajis02-3835	562	96	the	the	DET
ajis02-3835	562	97	data	data	NOUN
ajis02-3835	562	98	preparation	preparation	NOUN
ajis02-3835	562	99	stage	stage	NOUN
ajis02-3835	562	100	.	.	PUNCT
ajis02-3835	563	1	lack	lack	NOUN
ajis02-3835	563	2	of	of	ADP
ajis02-3835	563	3	diversity	diversity	NOUN
ajis02-3835	563	4	in	in	ADP
ajis02-3835	563	5	the	the	DET
ajis02-3835	563	6	stem	stem	NOUN
ajis02-3835	563	7	sector	sector	NOUN
ajis02-3835	563	8	in	in	ADP
ajis02-3835	563	9	senior	senior	ADJ
ajis02-3835	563	10	management	management	NOUN
ajis02-3835	563	11	and	and	CCONJ
ajis02-3835	563	12	employees	employee	NOUN
ajis02-3835	563	13	.	.	PUNCT
ajis02-3835	564	1	johnson	johnson	PROPN
ajis02-3835	564	2	,	,	PUNCT
ajis02-3835	564	3	2019	2019	NUM
ajis02-3835	564	4	;	;	PUNCT
ajis02-3835	564	5	lee	lee	PROPN
ajis02-3835	564	6	,	,	PUNCT
ajis02-3835	564	7	2018	2018	NUM
ajis02-3835	564	8	;	;	PUNCT
ajis02-3835	564	9	wang	wang	PROPN
ajis02-3835	564	10	,	,	PUNCT
ajis02-3835	564	11	2020	2020	NUM
ajis02-3835	564	12	.	.	PUNCT
ajis02-3835	565	1	the	the	DET
ajis02-3835	565	2	technology	technology	NOUN
ajis02-3835	565	3	industry	industry	NOUN
ajis02-3835	565	4	is	be	AUX
ajis02-3835	565	5	remarkably	remarkably	ADV
ajis02-3835	565	6	maledominated	maledominate	VERB
ajis02-3835	565	7	and	and	CCONJ
ajis02-3835	565	8	exceptionally	exceptionally	ADV
ajis02-3835	565	9	homogeneous	homogeneous	ADJ
ajis02-3835	565	10	.	.	PUNCT
ajis02-3835	566	1	johnson	johnson	PROPN
ajis02-3835	566	2	,	,	PUNCT
ajis02-3835	566	3	2019	2019	NUM
ajis02-3835	566	4	;	;	PUNCT
ajis02-3835	566	5	lee	lee	PROPN
ajis02-3835	566	6	,	,	PUNCT
ajis02-3835	566	7	2018	2018	NUM
ajis02-3835	566	8	;	;	PUNCT
ajis02-3835	566	9	wang	wang	PROPN
ajis02-3835	566	10	,	,	PUNCT
ajis02-3835	566	11	2020	2020	NUM
ajis02-3835	566	12	la	la	INTJ
ajis02-3835	566	13	ck	ck	INTJ
ajis02-3835	567	1	o	o	X
ajis02-3835	567	2	f	f	X
ajis02-3835	568	1	a	a	DET
ajis02-3835	568	2	i	i	PRON
ajis02-3835	568	3	r	r	NOUN
ajis02-3835	568	4	eg	eg	NOUN
ajis02-3835	568	5	ul	ul	INTJ
ajis02-3835	568	6	at	at	ADP
ajis02-3835	568	7	io	io	PROPN
ajis02-3835	568	8	ns	ns	NUM
ajis02-3835	568	9	limited	limit	VERB
ajis02-3835	568	10	regulation	regulation	NOUN
ajis02-3835	568	11	on	on	ADP
ajis02-3835	568	12	data	datum	NOUN
ajis02-3835	568	13	collection	collection	NOUN
ajis02-3835	568	14	,	,	PUNCT
ajis02-3835	568	15	selection	selection	NOUN
ajis02-3835	568	16	,	,	PUNCT
ajis02-3835	568	17	and	and	CCONJ
ajis02-3835	568	18	modification	modification	NOUN
ajis02-3835	568	19	lack	lack	NOUN
ajis02-3835	568	20	of	of	ADP
ajis02-3835	568	21	legal	legal	ADJ
ajis02-3835	568	22	provision	provision	NOUN
ajis02-3835	568	23	dealing	deal	VERB
ajis02-3835	568	24	with	with	ADP
ajis02-3835	568	25	the	the	DET
ajis02-3835	568	26	way	way	NOUN
ajis02-3835	568	27	data	datum	NOUN
ajis02-3835	568	28	is	be	AUX
ajis02-3835	568	29	collected	collect	VERB
ajis02-3835	568	30	,	,	PUNCT
ajis02-3835	568	31	selected	select	VERB
ajis02-3835	568	32	,	,	PUNCT
ajis02-3835	568	33	and	and	CCONJ
ajis02-3835	568	34	modified	modify	VERB
ajis02-3835	568	35	ntoutsi	ntoutsi	PROPN
ajis02-3835	568	36	et	et	PROPN
ajis02-3835	568	37	al	al	PROPN
ajis02-3835	568	38	.	.	PROPN
ajis02-3835	568	39	,	,	PUNCT
ajis02-3835	568	40	2019	2019	NUM
ajis02-3835	568	41	;	;	PUNCT
ajis02-3835	568	42	wang	wang	PROPN
ajis02-3835	568	43	,	,	PUNCT
ajis02-3835	568	44	2020	2020	NUM
ajis02-3835	568	45	data	datum	NOUN
ajis02-3835	568	46	protection	protection	NOUN
ajis02-3835	568	47	laws	law	NOUN
ajis02-3835	568	48	,	,	PUNCT
ajis02-3835	568	49	and	and	CCONJ
ajis02-3835	568	50	general	general	ADJ
ajis02-3835	568	51	provisions	provision	NOUN
ajis02-3835	568	52	concerning	concern	VERB
ajis02-3835	568	53	data	datum	NOUN
ajis02-3835	568	54	quality	quality	NOUN
ajis02-3835	568	55	are	be	AUX
ajis02-3835	568	56	deficient	deficient	ADJ
ajis02-3835	568	57	.	.	PUNCT
ajis02-3835	569	1	limited	limited	ADJ
ajis02-3835	569	2	regulations	regulation	NOUN
ajis02-3835	569	3	addressing	address	VERB
ajis02-3835	569	4	gender	gender	NOUN
ajis02-3835	569	5	bias	bias	NOUN
ajis02-3835	569	6	limited	limit	VERB
ajis02-3835	569	7	development	development	NOUN
ajis02-3835	569	8	in	in	ADP
ajis02-3835	569	9	regulation	regulation	NOUN
ajis02-3835	569	10	towards	towards	ADP
ajis02-3835	569	11	addressing	address	VERB
ajis02-3835	569	12	gender	gender	NOUN
ajis02-3835	569	13	balance	balance	NOUN
ajis02-3835	569	14	.	.	PUNCT
ajis02-3835	570	1	johnson	johnson	PROPN
ajis02-3835	570	2	,	,	PUNCT
ajis02-3835	570	3	2019	2019	NUM
ajis02-3835	570	4	.	.	PUNCT
ajis02-3835	571	1	c	c	NOUN
ajis02-3835	571	2	on	on	ADP
ajis02-3835	571	3	te	te	PROPN
ajis02-3835	571	4	xt	xt	PROPN
ajis02-3835	571	5	ua	ua	PROPN
ajis02-3835	571	6	l	l	PROPN
ajis02-3835	571	7	a	a	DET
ajis02-3835	571	8	nd	nd	INTJ
ajis02-3835	571	9	o	o	X
ajis02-3835	571	10	th	th	INTJ
ajis02-3835	571	11	er	er	INTJ
ajis02-3835	571	12	fa	fa	INTJ
ajis02-3835	571	13	ct	ct	INTJ
ajis02-3835	571	14	or	or	CCONJ
ajis02-3835	571	15	s	s	NOUN
ajis02-3835	571	16	agents	agent	NOUN
ajis02-3835	571	17	behind	behind	ADP
ajis02-3835	571	18	the	the	DET
ajis02-3835	571	19	data	datum	NOUN
ajis02-3835	571	20	collection	collection	NOUN
ajis02-3835	571	21	lack	lack	NOUN
ajis02-3835	571	22	awareness	awareness	NOUN
ajis02-3835	571	23	of	of	ADP
ajis02-3835	571	24	certain	certain	ADJ
ajis02-3835	571	25	sensitive	sensitive	ADJ
ajis02-3835	571	26	features	feature	NOUN
ajis02-3835	571	27	.	.	PUNCT
ajis02-3835	572	1	agents	agent	NOUN
ajis02-3835	572	2	such	such	ADJ
ajis02-3835	572	3	as	as	ADP
ajis02-3835	572	4	executives	executive	NOUN
ajis02-3835	572	5	,	,	PUNCT
ajis02-3835	572	6	software	software	NOUN
ajis02-3835	572	7	engineers	engineer	NOUN
ajis02-3835	572	8	,	,	PUNCT
ajis02-3835	572	9	data	datum	NOUN
ajis02-3835	572	10	scientists	scientist	NOUN
ajis02-3835	572	11	,	,	PUNCT
ajis02-3835	572	12	developers	developer	NOUN
ajis02-3835	572	13	,	,	PUNCT
ajis02-3835	572	14	and	and	CCONJ
ajis02-3835	572	15	policymakers	policymaker	NOUN
ajis02-3835	572	16	commissioning	commission	VERB
ajis02-3835	572	17	and	and	CCONJ
ajis02-3835	572	18	authorizing	authorize	VERB
ajis02-3835	572	19	the	the	DET
ajis02-3835	572	20	algorithm	algorithm	NOUN
ajis02-3835	572	21	are	be	AUX
ajis02-3835	572	22	not	not	PART
ajis02-3835	572	23	aware	aware	ADJ
ajis02-3835	572	24	of	of	ADP
ajis02-3835	572	25	sensitive	sensitive	ADJ
ajis02-3835	572	26	features	feature	NOUN
ajis02-3835	572	27	hayes	hayes	PROPN
ajis02-3835	572	28	,	,	PUNCT
ajis02-3835	572	29	poel	poel	NOUN
ajis02-3835	572	30	,	,	PUNCT
ajis02-3835	572	31	steen	steen	PROPN
ajis02-3835	572	32	,	,	PUNCT
ajis02-3835	572	33	2020	2020	NUM
ajis02-3835	572	34	;	;	PUNCT
ajis02-3835	572	35	wang	wang	PROPN
ajis02-3835	572	36	,	,	PUNCT
ajis02-3835	572	37	2020	2020	NUM
ajis02-3835	572	38	.	.	PUNCT
ajis02-3835	573	1	ai	ai	VERB
ajis02-3835	573	2	development	development	NOUN
ajis02-3835	573	3	teams	team	NOUN
ajis02-3835	573	4	are	be	AUX
ajis02-3835	573	5	not	not	PART
ajis02-3835	573	6	aware	aware	ADJ
ajis02-3835	573	7	of	of	ADP
ajis02-3835	573	8	the	the	DET
ajis02-3835	573	9	importance	importance	NOUN
ajis02-3835	573	10	of	of	ADP
ajis02-3835	573	11	distinguishing	distinguish	VERB
ajis02-3835	573	12	between	between	ADP
ajis02-3835	573	13	certain	certain	ADJ
ajis02-3835	573	14	categories	category	NOUN
ajis02-3835	573	15	.	.	PUNCT
ajis02-3835	574	1	developers	developer	NOUN
ajis02-3835	574	2	may	may	AUX
ajis02-3835	574	3	fail	fail	VERB
ajis02-3835	574	4	or	or	CCONJ
ajis02-3835	574	5	ignore	ignore	VERB
ajis02-3835	574	6	to	to	PART
ajis02-3835	574	7	specify	specify	VERB
ajis02-3835	574	8	the	the	DET
ajis02-3835	574	9	limits	limit	NOUN
ajis02-3835	574	10	of	of	ADP
ajis02-3835	574	11	datasets	dataset	NOUN
ajis02-3835	574	12	johnson	johnson	PROPN
ajis02-3835	574	13	2019	2019	NUM
ajis02-3835	574	14	;	;	PUNCT
ajis02-3835	574	15	ntoutsi	ntoutsi	PROPN
ajis02-3835	574	16	et	et	PROPN
ajis02-3835	574	17	al	al	PROPN
ajis02-3835	574	18	.	.	PROPN
ajis02-3835	574	19	,	,	PUNCT
ajis02-3835	574	20	2019	2019	NUM
ajis02-3835	574	21	.	.	PUNCT
ajis02-3835	575	1	the	the	DET
ajis02-3835	575	2	third	third	ADJ
ajis02-3835	575	3	party	party	NOUN
ajis02-3835	575	4	that	that	PRON
ajis02-3835	575	5	has	have	AUX
ajis02-3835	575	6	collected	collect	VERB
ajis02-3835	575	7	the	the	DET
ajis02-3835	575	8	underlying	underlie	VERB
ajis02-3835	575	9	dataset	dataset	NOUN
ajis02-3835	575	10	may	may	AUX
ajis02-3835	575	11	aggregate	aggregate	VERB
ajis02-3835	575	12	data	data	PROPN
ajis02-3835	575	13	johnson	johnson	PROPN
ajis02-3835	575	14	,	,	PUNCT
ajis02-3835	575	15	2019	2019	NUM
ajis02-3835	575	16	.	.	PUNCT
ajis02-3835	576	1	australasian	australasian	ADJ
ajis02-3835	576	2	journal	journal	NOUN
ajis02-3835	576	3	of	of	ADP
ajis02-3835	576	4	information	information	NOUN
ajis02-3835	576	5	systems	system	NOUN
ajis02-3835	576	6	nadeem	nadeem	PROPN
ajis02-3835	576	7	,	,	PUNCT
ajis02-3835	576	8	marjanovic	marjanovic	PROPN
ajis02-3835	576	9	&	&	CCONJ
ajis02-3835	576	10	abedin	abedin	PROPN
ajis02-3835	576	11	2022	2022	NUM
ajis02-3835	576	12	,	,	PUNCT
ajis02-3835	576	13	vol	vol	NOUN
ajis02-3835	576	14	26	26	NUM
ajis02-3835	576	15	,	,	PUNCT
ajis02-3835	576	16	selected	select	VERB
ajis02-3835	576	17	papers	paper	NOUN
ajis02-3835	576	18	from	from	ADP
ajis02-3835	576	19	acis	acis	PROPN
ajis02-3835	576	20	2020	2020	NUM
ajis02-3835	576	21	gender	gender	NOUN
ajis02-3835	576	22	bias	bias	NOUN
ajis02-3835	576	23	in	in	ADP
ajis02-3835	576	24	ai	ai	PROPN
ajis02-3835	576	25	30	30	NUM
ajis02-3835	576	26	algorithms	algorithm	NOUN
ajis02-3835	576	27	not	not	PART
ajis02-3835	576	28	tested	test	VERB
ajis02-3835	576	29	for	for	ADP
ajis02-3835	576	30	a	a	DET
ajis02-3835	576	31	specific	specific	ADJ
ajis02-3835	576	32	context	context	NOUN
ajis02-3835	576	33	/	/	SYM
ajis02-3835	576	34	application/	application/	NUM
ajis02-3835	576	35	sector	sector	NOUN
ajis02-3835	576	36	dumb	dumb	ADJ
ajis02-3835	576	37	-	-	PUNCT
ajis02-3835	576	38	start	start	NOUN
ajis02-3835	576	39	programs	program	NOUN
ajis02-3835	576	40	that	that	PRON
ajis02-3835	576	41	are	be	AUX
ajis02-3835	576	42	not	not	PART
ajis02-3835	576	43	designed	design	VERB
ajis02-3835	576	44	or	or	CCONJ
ajis02-3835	576	45	tested	test	VERB
ajis02-3835	576	46	for	for	ADP
ajis02-3835	576	47	a	a	DET
ajis02-3835	576	48	specific	specific	ADJ
ajis02-3835	576	49	context	context	NOUN
ajis02-3835	576	50	qureshi	qureshi	PROPN
ajis02-3835	576	51	et	et	PROPN
ajis02-3835	576	52	al	al	PROPN
ajis02-3835	576	53	.	.	PROPN
ajis02-3835	576	54	,	,	PUNCT
ajis02-3835	576	55	2020	2020	NUM
ajis02-3835	576	56	.	.	PUNCT
ajis02-3835	577	1	failing	fail	VERB
ajis02-3835	577	2	to	to	PART
ajis02-3835	577	3	test	test	VERB
ajis02-3835	577	4	an	an	DET
ajis02-3835	577	5	algorithm	algorithm	NOUN
ajis02-3835	577	6	with	with	ADP
ajis02-3835	577	7	regards	regard	NOUN
ajis02-3835	577	8	to	to	ADP
ajis02-3835	577	9	the	the	DET
ajis02-3835	577	10	context	context	NOUN
ajis02-3835	577	11	in	in	ADP
ajis02-3835	577	12	which	which	PRON
ajis02-3835	577	13	it	it	PRON
ajis02-3835	577	14	would	would	AUX
ajis02-3835	577	15	be	be	AUX
ajis02-3835	577	16	used	use	VERB
ajis02-3835	577	17	.	.	PUNCT
ajis02-3835	578	1	table	table	NOUN
ajis02-3835	578	2	4	4	NUM
ajis02-3835	578	3	.	.	PUNCT
ajis02-3835	578	4	approaches	approach	NOUN
ajis02-3835	578	5	for	for	ADP
ajis02-3835	578	6	addressing	address	VERB
ajis02-3835	578	7	gender	gender	NOUN
ajis02-3835	578	8	bias	bias	NOUN
ajis02-3835	578	9	in	in	ADP
ajis02-3835	578	10	ai	ai	PROPN
ajis02-3835	578	11	grouping	group	VERB
ajis02-3835	578	12	of	of	ADP
ajis02-3835	578	13	conncepts/	conncepts/	NUM
ajis02-3835	578	14	themes	theme	NOUN
ajis02-3835	578	15	grouping	group	VERB
ajis02-3835	578	16	of	of	ADP
ajis02-3835	578	17	factors/	factors/	NUM
ajis02-3835	578	18	concepts	concept	NOUN
ajis02-3835	578	19	approaches	approach	VERB
ajis02-3835	578	20	for	for	ADP
ajis02-3835	578	21	mitigating	mitigate	VERB
ajis02-3835	578	22	gender	gender	NOUN
ajis02-3835	578	23	bias	bias	NOUN
ajis02-3835	578	24	in	in	ADP
ajis02-3835	578	25	ai	ai	PROPN
ajis02-3835	578	26	source	source	NOUN
ajis02-3835	578	27	description	description	NOUN
ajis02-3835	578	28	a	a	PRON
ajis02-3835	579	1	i	i	NOUN
ajis02-3835	579	2	t	t	X
ajis02-3835	579	3	ec	ec	INTJ
ajis02-3835	580	1	hn	hn	PROPN
ajis02-3835	580	2	ol	ol	PROPN
ajis02-3835	580	3	og	og	PROPN
ajis02-3835	580	4	y	y	PROPN
ajis02-3835	580	5	re	re	X
ajis02-3835	580	6	la	la	PROPN
ajis02-3835	580	7	te	te	PROPN
ajis02-3835	581	1	d	d	X
ajis02-3835	581	2	ap	ap	PROPN
ajis02-3835	581	3	pr	pr	INTJ
ajis02-3835	581	4	oa	oa	INTJ
ajis02-3835	581	5	ch	ch	NOUN
ajis02-3835	581	6	es	es	NOUN
ajis02-3835	581	7	collection	collection	NOUN
ajis02-3835	581	8	and	and	CCONJ
ajis02-3835	581	9	preparation	preparation	NOUN
ajis02-3835	581	10	of	of	ADP
ajis02-3835	581	11	data	datum	NOUN
ajis02-3835	581	12	sets	set	VERB
ajis02-3835	581	13	bias	bias	NOUN
ajis02-3835	581	14	-	-	PUNCT
ajis02-3835	581	15	aware	aware	ADJ
ajis02-3835	581	16	data	datum	NOUN
ajis02-3835	581	17	collection	collection	NOUN
ajis02-3835	581	18	ntoutsi	ntoutsi	PROPN
ajis02-3835	581	19	et	et	PROPN
ajis02-3835	581	20	al	al	PROPN
ajis02-3835	581	21	.	.	PROPN
ajis02-3835	581	22	,	,	PUNCT
ajis02-3835	581	23	2019	2019	NUM
ajis02-3835	581	24	;	;	PUNCT
ajis02-3835	581	25	bellamy	bellamy	PROPN
ajis02-3835	581	26	,	,	PUNCT
ajis02-3835	581	27	2018	2018	NUM
ajis02-3835	581	28	preventing	prevent	VERB
ajis02-3835	581	29	unfairness	unfairness	NOUN
ajis02-3835	581	30	in	in	ADP
ajis02-3835	581	31	training	training	NOUN
ajis02-3835	581	32	data	datum	NOUN
ajis02-3835	581	33	by	by	ADP
ajis02-3835	581	34	ensuring	ensure	VERB
ajis02-3835	581	35	fair	fair	ADJ
ajis02-3835	581	36	data	datum	NOUN
ajis02-3835	581	37	collection	collection	NOUN
ajis02-3835	581	38	,	,	PUNCT
ajis02-3835	581	39	data	datum	NOUN
ajis02-3835	581	40	preparation	preparation	NOUN
ajis02-3835	581	41	,	,	PUNCT
ajis02-3835	581	42	and	and	CCONJ
ajis02-3835	581	43	regularizing	regularize	VERB
ajis02-3835	581	44	the	the	DET
ajis02-3835	581	45	training	training	NOUN
ajis02-3835	581	46	data	datum	NOUN
ajis02-3835	581	47	to	to	PART
ajis02-3835	581	48	minimize	minimize	VERB
ajis02-3835	581	49	the	the	DET
ajis02-3835	581	50	unfairness	unfairness	NOUN
ajis02-3835	581	51	.	.	PUNCT
ajis02-3835	582	1	preparation	preparation	NOUN
ajis02-3835	582	2	of	of	ADP
ajis02-3835	582	3	the	the	DET
ajis02-3835	582	4	fair	fair	ADJ
ajis02-3835	582	5	data	datum	NOUN
ajis02-3835	582	6	hayes	hayes	PROPN
ajis02-3835	582	7	,	,	PUNCT
ajis02-3835	582	8	poel	poel	NOUN
ajis02-3835	582	9	,	,	PUNCT
ajis02-3835	582	10	steen	steen	PROPN
ajis02-3835	582	11	,	,	PUNCT
ajis02-3835	582	12	2020	2020	NUM
ajis02-3835	582	13	;	;	PUNCT
ajis02-3835	582	14	qureshi	qureshi	PROPN
ajis02-3835	582	15	et	et	PROPN
ajis02-3835	582	16	al	al	PROPN
ajis02-3835	582	17	.	.	PROPN
ajis02-3835	582	18	,	,	PUNCT
ajis02-3835	582	19	2020	2020	NUM
ajis02-3835	582	20	;	;	PUNCT
ajis02-3835	582	21	arrieta	arrieta	PROPN
ajis02-3835	582	22	et	et	PROPN
ajis02-3835	582	23	al	al	PROPN
ajis02-3835	582	24	.	.	PROPN
ajis02-3835	582	25	,	,	PUNCT
ajis02-3835	582	26	2020	2020	NUM
ajis02-3835	582	27	;	;	PUNCT
ajis02-3835	582	28	noriega	noriega	PROPN
ajis02-3835	582	29	,	,	PUNCT
ajis02-3835	582	30	2020	2020	NUM
ajis02-3835	582	31	;	;	PUNCT
ajis02-3835	582	32	grari	grari	NOUN
ajis02-3835	582	33	et	et	PROPN
ajis02-3835	582	34	al	al	PROPN
ajis02-3835	582	35	.	.	PROPN
ajis02-3835	582	36	,	,	PUNCT
ajis02-3835	582	37	2020	2020	NUM
ajis02-3835	582	38	;	;	PUNCT
ajis02-3835	582	39	kyriazanos	kyriazanos	PROPN
ajis02-3835	582	40	et	et	PROPN
ajis02-3835	582	41	al	al	PROPN
ajis02-3835	582	42	.	.	PROPN
ajis02-3835	582	43	,	,	PUNCT
ajis02-3835	582	44	2019	2019	NUM
ajis02-3835	582	45	;	;	PUNCT
ajis02-3835	582	46	ntoutsi	ntoutsi	PROPN
ajis02-3835	582	47	et	et	PROPN
ajis02-3835	582	48	al	al	PROPN
ajis02-3835	582	49	.	.	PROPN
ajis02-3835	582	50	,	,	PUNCT
ajis02-3835	582	51	2019	2019	NUM
ajis02-3835	582	52	;	;	PUNCT
ajis02-3835	582	53	miron	miron	PROPN
ajis02-3835	582	54	et	et	PROPN
ajis02-3835	582	55	al	al	PROPN
ajis02-3835	582	56	.	.	PROPN
ajis02-3835	582	57	,	,	PUNCT
ajis02-3835	582	58	2020	2020	NUM
ajis02-3835	582	59	;	;	PUNCT
ajis02-3835	582	60	arrieta	arrieta	PROPN
ajis02-3835	582	61	et	et	PROPN
ajis02-3835	582	62	al	al	PROPN
ajis02-3835	582	63	.	.	PROPN
ajis02-3835	582	64	,	,	PUNCT
ajis02-3835	582	65	2020	2020	NUM
ajis02-3835	582	66	;	;	PUNCT
ajis02-3835	582	67	veale	veale	NOUN
ajis02-3835	582	68	,	,	PUNCT
ajis02-3835	582	69	binns	binn	NOUN
ajis02-3835	582	70	,	,	PUNCT
ajis02-3835	582	71	2017	2017	NUM
ajis02-3835	582	72	;	;	PUNCT
ajis02-3835	582	73	berk	berk	PROPN
ajis02-3835	582	74	et	et	PROPN
ajis02-3835	582	75	al	al	PROPN
ajis02-3835	582	76	.	.	PROPN
ajis02-3835	582	77	,	,	PUNCT
ajis02-3835	582	78	2018	2018	NUM
ajis02-3835	582	79	;	;	PUNCT
ajis02-3835	582	80	ahn	ahn	PROPN
ajis02-3835	582	81	,	,	PUNCT
ajis02-3835	582	82	lin	lin	PROPN
ajis02-3835	582	83	,	,	PUNCT
ajis02-3835	582	84	2020	2020	NUM
ajis02-3835	582	85	;	;	PUNCT
ajis02-3835	582	86	bellamy	bellamy	PROPN
ajis02-3835	582	87	,	,	PUNCT
ajis02-3835	582	88	2018	2018	NUM
ajis02-3835	582	89	.	.	PUNCT
ajis02-3835	583	1	removing	remove	VERB
ajis02-3835	583	2	proxies	proxy	NOUN
ajis02-3835	583	3	of	of	ADP
ajis02-3835	583	4	protected	protect	VERB
ajis02-3835	583	5	attributes	attribute	NOUN
ajis02-3835	583	6	from	from	ADP
ajis02-3835	583	7	the	the	DET
ajis02-3835	583	8	datasets	dataset	NOUN
ajis02-3835	583	9	.	.	PUNCT
ajis02-3835	584	1	grari	grari	NOUN
ajis02-3835	584	2	et	et	PROPN
ajis02-3835	584	3	al	al	PROPN
ajis02-3835	584	4	.	.	PROPN
ajis02-3835	584	5	,	,	PUNCT
ajis02-3835	584	6	2020	2020	NUM
ajis02-3835	584	7	;	;	PUNCT
ajis02-3835	584	8	hayes	hayes	PROPN
ajis02-3835	584	9	,	,	PUNCT
ajis02-3835	584	10	poel	poel	NOUN
ajis02-3835	584	11	,	,	PUNCT
ajis02-3835	584	12	steen	steen	PROPN
ajis02-3835	584	13	,	,	PUNCT
ajis02-3835	584	14	2020	2020	NUM
ajis02-3835	584	15	;	;	PUNCT
ajis02-3835	584	16	miron	miron	PROPN
ajis02-3835	584	17	et	et	PROPN
ajis02-3835	584	18	al	al	PROPN
ajis02-3835	584	19	.	.	PROPN
ajis02-3835	584	20	,	,	PUNCT
ajis02-3835	584	21	2020	2020	NUM
ajis02-3835	584	22	;	;	PUNCT
ajis02-3835	584	23	arrieta	arrieta	PROPN
ajis02-3835	584	24	et	et	PROPN
ajis02-3835	584	25	al	al	PROPN
ajis02-3835	584	26	.	.	PROPN
ajis02-3835	584	27	,	,	PUNCT
ajis02-3835	584	28	2020	2020	NUM
ajis02-3835	584	29	;	;	PUNCT
ajis02-3835	584	30	feuerriegel	feuerriegel	NOUN
ajis02-3835	584	31	,	,	PUNCT
ajis02-3835	584	32	dolata	dolata	NOUN
ajis02-3835	584	33	,	,	PUNCT
ajis02-3835	584	34	schwabe	schwabe	NOUN
ajis02-3835	584	35	,	,	PUNCT
ajis02-3835	584	36	2020	2020	NUM
ajis02-3835	584	37	;	;	PUNCT
ajis02-3835	584	38	veale	veale	NOUN
ajis02-3835	584	39	,	,	PUNCT
ajis02-3835	584	40	binns	binn	NOUN
ajis02-3835	584	41	,	,	PUNCT
ajis02-3835	584	42	2017	2017	NUM
ajis02-3835	584	43	;	;	PUNCT
ajis02-3835	584	44	bellamy	bellamy	PROPN
ajis02-3835	584	45	,	,	PUNCT
ajis02-3835	584	46	2018	2018	NUM
ajis02-3835	584	47	.	.	PUNCT
ajis02-3835	585	1	in	in	ADP
ajis02-3835	585	2	-	-	PUNCT
ajis02-3835	585	3	processing	processing	NOUN
ajis02-3835	585	4	of	of	ADP
ajis02-3835	585	5	algorithms	algorithms	NOUN
ajis02-3835	585	6	integration	integration	NOUN
ajis02-3835	585	7	of	of	ADP
ajis02-3835	585	8	algorithm	algorithm	NOUN
ajis02-3835	585	9	grari	grari	NOUN
ajis02-3835	585	10	et	et	PROPN
ajis02-3835	585	11	al	al	PROPN
ajis02-3835	585	12	.	.	PROPN
ajis02-3835	585	13	,	,	PUNCT
ajis02-3835	585	14	2020	2020	NUM
ajis02-3835	585	15	;	;	PUNCT
ajis02-3835	585	16	kyriazanos	kyriazanos	PROPN
ajis02-3835	585	17	et	et	PROPN
ajis02-3835	585	18	al	al	PROPN
ajis02-3835	585	19	.	.	PROPN
ajis02-3835	585	20	,	,	PUNCT
ajis02-3835	585	21	2019	2019	NUM
ajis02-3835	585	22	;	;	PUNCT
ajis02-3835	585	23	ntoutsi	ntoutsi	PROPN
ajis02-3835	585	24	et	et	PROPN
ajis02-3835	585	25	al	al	PROPN
ajis02-3835	585	26	.	.	PROPN
ajis02-3835	585	27	,	,	PUNCT
ajis02-3835	585	28	2019	2019	NUM
ajis02-3835	585	29	;	;	PUNCT
ajis02-3835	585	30	miron	miron	PROPN
ajis02-3835	585	31	et	et	PROPN
ajis02-3835	585	32	al	al	PROPN
ajis02-3835	585	33	.	.	PROPN
ajis02-3835	585	34	,	,	PUNCT
ajis02-3835	585	35	2020	2020	NUM
ajis02-3835	585	36	;	;	PUNCT
ajis02-3835	585	37	arrieta	arrieta	PROPN
ajis02-3835	585	38	et	et	PROPN
ajis02-3835	585	39	al	al	PROPN
ajis02-3835	585	40	.	.	PROPN
ajis02-3835	585	41	,	,	PUNCT
ajis02-3835	585	42	2020	2020	NUM
ajis02-3835	585	43	;	;	PUNCT
ajis02-3835	585	44	veale	veale	NOUN
ajis02-3835	585	45	,	,	PUNCT
ajis02-3835	585	46	binns	binn	NOUN
ajis02-3835	585	47	,	,	PUNCT
ajis02-3835	585	48	2017	2017	NUM
ajis02-3835	585	49	;	;	PUNCT
ajis02-3835	585	50	berk	berk	PROPN
ajis02-3835	585	51	et	et	PROPN
ajis02-3835	585	52	al	al	PROPN
ajis02-3835	585	53	.	.	PROPN
ajis02-3835	585	54	,	,	PUNCT
ajis02-3835	585	55	2018	2018	NUM
ajis02-3835	585	56	;	;	PUNCT
ajis02-3835	585	57	ahn	ahn	PROPN
ajis02-3835	585	58	,	,	PUNCT
ajis02-3835	585	59	lin	lin	PROPN
ajis02-3835	585	60	,	,	PUNCT
ajis02-3835	585	61	2020	2020	NUM
ajis02-3835	585	62	;	;	PUNCT
ajis02-3835	585	63	bellamy	bellamy	PROPN
ajis02-3835	585	64	,	,	PUNCT
ajis02-3835	585	65	2018	2018	NUM
ajis02-3835	585	66	.	.	PUNCT
ajis02-3835	586	1	fair	fair	ADJ
ajis02-3835	586	2	algorithmic	algorithmic	ADJ
ajis02-3835	586	3	integration	integration	NOUN
ajis02-3835	586	4	and	and	CCONJ
ajis02-3835	586	5	resource	resource	NOUN
ajis02-3835	586	6	allocation	allocation	NOUN
ajis02-3835	586	7	to	to	PART
ajis02-3835	586	8	ensure	ensure	VERB
ajis02-3835	586	9	strengthening	strengthening	NOUN
ajis02-3835	586	10	of	of	ADP
ajis02-3835	586	11	algorithmic	algorithmic	ADJ
ajis02-3835	586	12	design	design	NOUN
ajis02-3835	586	13	.	.	PUNCT
ajis02-3835	587	1	equal	equal	ADJ
ajis02-3835	587	2	/	/	SYM
ajis02-3835	587	3	unbiased	unbiased	ADJ
ajis02-3835	587	4	resources	resource	NOUN
ajis02-3835	587	5	of	of	ADP
ajis02-3835	587	6	allocation	allocation	NOUN
ajis02-3835	587	7	in	in	ADP
ajis02-3835	587	8	an	an	DET
ajis02-3835	587	9	algorithm	algorithm	NOUN
ajis02-3835	587	10	grari	grari	NOUN
ajis02-3835	587	11	et	et	PROPN
ajis02-3835	587	12	al	al	PROPN
ajis02-3835	587	13	.	.	PROPN
ajis02-3835	587	14	,	,	PUNCT
ajis02-3835	587	15	2020	2020	NUM
ajis02-3835	587	16	;	;	PUNCT
ajis02-3835	587	17	lambrecht	lambrecht	PROPN
ajis02-3835	587	18	,	,	PUNCT
ajis02-3835	587	19	tucker	tucker	PROPN
ajis02-3835	587	20	,	,	PUNCT
ajis02-3835	587	21	2019	2019	NUM
ajis02-3835	587	22	;	;	PUNCT
ajis02-3835	587	23	lee	lee	PROPN
ajis02-3835	587	24	,	,	PUNCT
ajis02-3835	587	25	2018	2018	NUM
ajis02-3835	587	26	;	;	PUNCT
ajis02-3835	587	27	miron	miron	PROPN
ajis02-3835	587	28	et	et	PROPN
ajis02-3835	587	29	al	al	PROPN
ajis02-3835	587	30	.	.	PROPN
ajis02-3835	587	31	,	,	PUNCT
ajis02-3835	587	32	2020	2020	NUM
ajis02-3835	587	33	;	;	PUNCT
ajis02-3835	587	34	arrieta	arrieta	PROPN
ajis02-3835	587	35	et	et	PROPN
ajis02-3835	587	36	al	al	PROPN
ajis02-3835	587	37	.	.	PROPN
ajis02-3835	587	38	,	,	PUNCT
ajis02-3835	587	39	2020	2020	NUM
ajis02-3835	587	40	;	;	PUNCT
ajis02-3835	587	41	veale	veale	NOUN
ajis02-3835	587	42	,	,	PUNCT
ajis02-3835	587	43	binns	binn	NOUN
ajis02-3835	587	44	,	,	PUNCT
ajis02-3835	587	45	2017	2017	NUM
ajis02-3835	587	46	;	;	PUNCT
ajis02-3835	587	47	ahn	ahn	PROPN
ajis02-3835	587	48	,	,	PUNCT
ajis02-3835	587	49	lin	lin	PROPN
ajis02-3835	587	50	,	,	PUNCT
ajis02-3835	587	51	2020	2020	NUM
ajis02-3835	587	52	.	.	PUNCT
ajis02-3835	588	1	australasian	australasian	ADJ
ajis02-3835	588	2	journal	journal	NOUN
ajis02-3835	588	3	of	of	ADP
ajis02-3835	588	4	information	information	NOUN
ajis02-3835	588	5	systems	system	NOUN
ajis02-3835	588	6	nadeem	nadeem	PROPN
ajis02-3835	588	7	,	,	PUNCT
ajis02-3835	588	8	marjanovic	marjanovic	PROPN
ajis02-3835	588	9	&	&	CCONJ
ajis02-3835	588	10	abedin	abedin	PROPN
ajis02-3835	588	11	2022	2022	NUM
ajis02-3835	588	12	,	,	PUNCT
ajis02-3835	588	13	vol	vol	NOUN
ajis02-3835	588	14	26	26	NUM
ajis02-3835	588	15	,	,	PUNCT
ajis02-3835	588	16	selected	select	VERB
ajis02-3835	588	17	papers	paper	NOUN
ajis02-3835	588	18	from	from	ADP
ajis02-3835	588	19	acis	acis	PROPN
ajis02-3835	588	20	2020	2020	NUM
ajis02-3835	588	21	gender	gender	NOUN
ajis02-3835	588	22	bias	bias	NOUN
ajis02-3835	588	23	in	in	ADP
ajis02-3835	588	24	ai	ai	PROPN
ajis02-3835	588	25	31	31	NUM
ajis02-3835	588	26	designing	design	VERB
ajis02-3835	588	27	fair	fair	ADJ
ajis02-3835	588	28	classification	classification	NOUN
ajis02-3835	588	29	of	of	ADP
ajis02-3835	588	30	algorithms	algorithm	NOUN
ajis02-3835	588	31	grari	grari	NOUN
ajis02-3835	588	32	et	et	PROPN
ajis02-3835	588	33	al	al	PROPN
ajis02-3835	588	34	.	.	PROPN
ajis02-3835	588	35	,	,	PUNCT
ajis02-3835	588	36	2020	2020	NUM
ajis02-3835	588	37	;	;	PUNCT
ajis02-3835	588	38	ntoutsi	ntoutsi	PROPN
ajis02-3835	588	39	et	et	PROPN
ajis02-3835	588	40	al	al	PROPN
ajis02-3835	588	41	.	.	PROPN
ajis02-3835	588	42	,	,	PUNCT
ajis02-3835	588	43	2019	2019	NUM
ajis02-3835	588	44	;	;	PUNCT
ajis02-3835	588	45	robert	robert	PROPN
ajis02-3835	588	46	et	et	PROPN
ajis02-3835	588	47	al	al	PROPN
ajis02-3835	588	48	.	.	PROPN
ajis02-3835	588	49	,	,	PUNCT
ajis02-3835	588	50	2020	2020	NUM
ajis02-3835	588	51	;	;	PUNCT
ajis02-3835	588	52	kyriazanos	kyriazanos	PROPN
ajis02-3835	588	53	et	et	PROPN
ajis02-3835	588	54	al	al	PROPN
ajis02-3835	588	55	.	.	PROPN
ajis02-3835	588	56	,	,	PUNCT
ajis02-3835	588	57	2019	2019	NUM
ajis02-3835	588	58	.	.	PUNCT
ajis02-3835	589	1	strengthening	strengthen	VERB
ajis02-3835	589	2	of	of	ADP
ajis02-3835	589	3	formal	formal	ADJ
ajis02-3835	589	4	&	&	CCONJ
ajis02-3835	589	5	statistical	statistical	ADJ
ajis02-3835	589	6	foundations	foundation	NOUN
ajis02-3835	589	7	of	of	ADP
ajis02-3835	589	8	algorithms	algorithms	PROPN
ajis02-3835	589	9	ntoutsi	ntoutsi	PROPN
ajis02-3835	589	10	et	et	PROPN
ajis02-3835	589	11	al	al	PROPN
ajis02-3835	589	12	.	.	PROPN
ajis02-3835	589	13	,	,	PUNCT
ajis02-3835	589	14	2019	2019	NUM
ajis02-3835	589	15	.	.	PUNCT
ajis02-3835	590	1	implementation	implementation	NOUN
ajis02-3835	590	2	of	of	ADP
ajis02-3835	590	3	algorithms	algorithms	NOUN
ajis02-3835	590	4	interpreting	interpret	VERB
ajis02-3835	590	5	&	&	CCONJ
ajis02-3835	590	6	testing	testing	NOUN
ajis02-3835	590	7	of	of	ADP
ajis02-3835	590	8	the	the	DET
ajis02-3835	590	9	algorithms	algorithm	NOUN
ajis02-3835	590	10	grari	grari	NOUN
ajis02-3835	590	11	et	et	PROPN
ajis02-3835	590	12	al	al	PROPN
ajis02-3835	590	13	.	.	PROPN
ajis02-3835	590	14	,	,	PUNCT
ajis02-3835	590	15	2020	2020	NUM
ajis02-3835	590	16	;	;	PUNCT
ajis02-3835	590	17	kyriazanos	kyriazanos	PROPN
ajis02-3835	590	18	et	et	PROPN
ajis02-3835	590	19	al	al	PROPN
ajis02-3835	590	20	.	.	PROPN
ajis02-3835	590	21	,	,	PUNCT
ajis02-3835	590	22	2019	2019	NUM
ajis02-3835	590	23	;	;	PUNCT
ajis02-3835	590	24	ntoutsi	ntoutsi	PROPN
ajis02-3835	590	25	et	et	PROPN
ajis02-3835	590	26	al	al	PROPN
ajis02-3835	590	27	.	.	PROPN
ajis02-3835	590	28	,	,	PUNCT
ajis02-3835	590	29	2019	2019	NUM
ajis02-3835	590	30	;	;	PUNCT
ajis02-3835	590	31	miron	miron	PROPN
ajis02-3835	590	32	et	et	PROPN
ajis02-3835	590	33	al	al	PROPN
ajis02-3835	590	34	.	.	PROPN
ajis02-3835	590	35	,	,	PUNCT
ajis02-3835	590	36	2020	2020	NUM
ajis02-3835	590	37	;	;	PUNCT
ajis02-3835	590	38	arrieta	arrieta	PROPN
ajis02-3835	590	39	et	et	PROPN
ajis02-3835	590	40	al	al	PROPN
ajis02-3835	590	41	.	.	PROPN
ajis02-3835	590	42	,	,	PUNCT
ajis02-3835	590	43	2020	2020	NUM
ajis02-3835	590	44	;	;	PUNCT
ajis02-3835	590	45	veale	veale	NOUN
ajis02-3835	590	46	,	,	PUNCT
ajis02-3835	590	47	binns	binn	NOUN
ajis02-3835	590	48	,	,	PUNCT
ajis02-3835	590	49	2017	2017	NUM
ajis02-3835	590	50	;	;	PUNCT
ajis02-3835	590	51	berk	berk	PROPN
ajis02-3835	590	52	et	et	PROPN
ajis02-3835	590	53	al	al	PROPN
ajis02-3835	590	54	.	.	PROPN
ajis02-3835	590	55	,	,	PUNCT
ajis02-3835	590	56	2018	2018	NUM
ajis02-3835	590	57	;	;	PUNCT
ajis02-3835	590	58	ahn	ahn	PROPN
ajis02-3835	590	59	,	,	PUNCT
ajis02-3835	590	60	lin	lin	PROPN
ajis02-3835	590	61	,	,	PUNCT
ajis02-3835	590	62	2020	2020	NUM
ajis02-3835	590	63	;	;	PUNCT
ajis02-3835	590	64	bellamy	bellamy	PROPN
ajis02-3835	590	65	,	,	PUNCT
ajis02-3835	590	66	2018	2018	NUM
ajis02-3835	590	67	.	.	PUNCT
ajis02-3835	591	1	testing	test	VERB
ajis02-3835	591	2	the	the	DET
ajis02-3835	591	3	algorithm	algorithm	NOUN
ajis02-3835	591	4	for	for	ADP
ajis02-3835	591	5	a	a	DET
ajis02-3835	591	6	specific	specific	ADJ
ajis02-3835	591	7	application	application	NOUN
ajis02-3835	591	8	for	for	ADP
ajis02-3835	591	9	enhanced	enhanced	ADJ
ajis02-3835	591	10	accountability	accountability	NOUN
ajis02-3835	591	11	and	and	CCONJ
ajis02-3835	591	12	bias	bias	NOUN
ajis02-3835	591	13	detection	detection	NOUN
ajis02-3835	591	14	.	.	PUNCT
ajis02-3835	592	1	ensuring	ensure	VERB
ajis02-3835	592	2	algorithmic	algorithmic	ADJ
ajis02-3835	592	3	transparency	transparency	NOUN
ajis02-3835	592	4	,	,	PUNCT
ajis02-3835	592	5	explain	explain	VERB
ajis02-3835	592	6	ability	ability	NOUN
ajis02-3835	592	7	,	,	PUNCT
ajis02-3835	592	8	and	and	CCONJ
ajis02-3835	592	9	accountability	accountability	NOUN
ajis02-3835	592	10	johnson	johnson	PROPN
ajis02-3835	592	11	,	,	PUNCT
ajis02-3835	592	12	2019	2019	NUM
ajis02-3835	592	13	;	;	PUNCT
ajis02-3835	592	14	lambrecht	lambrecht	PROPN
ajis02-3835	592	15	,	,	PUNCT
ajis02-3835	592	16	tucker	tucker	PROPN
ajis02-3835	592	17	,	,	PUNCT
ajis02-3835	592	18	2019	2019	NUM
ajis02-3835	592	19	;	;	PUNCT
ajis02-3835	592	20	martin	martin	PROPN
ajis02-3835	592	21	,	,	PUNCT
ajis02-3835	592	22	2019	2019	NUM
ajis02-3835	592	23	;	;	PUNCT
ajis02-3835	592	24	feuerriegel	feuerriegel	NOUN
ajis02-3835	592	25	,	,	PUNCT
ajis02-3835	592	26	dolata	dolata	NOUN
ajis02-3835	592	27	,	,	PUNCT
ajis02-3835	592	28	schwabe	schwabe	NOUN
ajis02-3835	592	29	,	,	PUNCT
ajis02-3835	592	30	2020	2020	NUM
ajis02-3835	592	31	;	;	PUNCT
ajis02-3835	592	32	thelwall	thelwall	NOUN
ajis02-3835	592	33	,	,	PUNCT
ajis02-3835	592	34	2017	2017	NUM
ajis02-3835	592	35	;	;	PUNCT
ajis02-3835	592	36	clifton	clifton	PROPN
ajis02-3835	592	37	,	,	PUNCT
ajis02-3835	592	38	glasmeier	glasmeier	NOUN
ajis02-3835	592	39	,	,	PUNCT
ajis02-3835	592	40	gray	gray	ADJ
ajis02-3835	592	41	,	,	PUNCT
ajis02-3835	592	42	2020	2020	NUM
ajis02-3835	592	43	;	;	PUNCT
ajis02-3835	592	44	arrieta	arrieta	PROPN
ajis02-3835	592	45	et	et	PROPN
ajis02-3835	592	46	al	al	PROPN
ajis02-3835	592	47	.	.	PROPN
ajis02-3835	592	48	,	,	PUNCT
ajis02-3835	592	49	2020	2020	NUM
ajis02-3835	592	50	;	;	PUNCT
ajis02-3835	592	51	ntoutsi	ntoutsi	PROPN
ajis02-3835	592	52	et	et	PROPN
ajis02-3835	592	53	al	al	PROPN
ajis02-3835	592	54	.	.	PROPN
ajis02-3835	592	55	,	,	PUNCT
ajis02-3835	592	56	2019	2019	NUM
ajis02-3835	592	57	;	;	PUNCT
ajis02-3835	592	58	cirillo	cirillo	PROPN
ajis02-3835	592	59	et	et	PROPN
ajis02-3835	592	60	al	al	PROPN
ajis02-3835	592	61	.	.	PROPN
ajis02-3835	592	62	,	,	PUNCT
ajis02-3835	592	63	2020	2020	NUM
ajis02-3835	592	64	.	.	PUNCT
ajis02-3835	593	1	f	f	PROPN
ajis02-3835	593	2	ai	ai	AUX
ajis02-3835	593	3	r	r	PROPN
ajis02-3835	593	4	a	a	PRON
ajis02-3835	594	1	i	i	PRON
ajis02-3835	594	2	m	m	VERB
ajis02-3835	594	3	an	an	DET
ajis02-3835	594	4	ag	ag	PROPN
ajis02-3835	594	5	em	em	PRON
ajis02-3835	594	6	en	en	PROPN
ajis02-3835	594	7	t	t	PROPN
ajis02-3835	595	1	a	a	PRON
ajis02-3835	595	2	pp	pp	INTJ
ajis02-3835	595	3	ro	ro	INTJ
ajis02-3835	595	4	ac	ac	PROPN
ajis02-3835	596	1	he	he	PRON
ajis02-3835	596	2	s	s	VERB
ajis02-3835	596	3	better	well	ADJ
ajis02-3835	596	4	fairness	fairness	NOUN
ajis02-3835	596	5	governance	governance	NOUN
ajis02-3835	596	6	policies	policy	NOUN
ajis02-3835	596	7	internal	internal	ADJ
ajis02-3835	596	8	governance	governance	NOUN
ajis02-3835	596	9	policies	policy	NOUN
ajis02-3835	596	10	johnson	johnson	PROPN
ajis02-3835	596	11	,	,	PUNCT
ajis02-3835	596	12	2019	2019	NUM
ajis02-3835	596	13	.	.	PUNCT
ajis02-3835	597	1	enhanced	enhance	VERB
ajis02-3835	597	2	ai	ai	AUX
ajis02-3835	597	3	corporate	corporate	ADJ
ajis02-3835	597	4	governance	governance	NOUN
ajis02-3835	597	5	for	for	ADP
ajis02-3835	597	6	gender	gender	NOUN
ajis02-3835	597	7	bias	bias	NOUN
ajis02-3835	597	8	mitigation	mitigation	NOUN
ajis02-3835	597	9	internal	internal	ADJ
ajis02-3835	597	10	structures	structure	NOUN
ajis02-3835	597	11	and	and	CCONJ
ajis02-3835	597	12	processoriented	processoriente	VERB
ajis02-3835	597	13	corporate	corporate	ADJ
ajis02-3835	597	14	governance	governance	NOUN
ajis02-3835	597	15	johnson	johnson	PROPN
ajis02-3835	597	16	,	,	PUNCT
ajis02-3835	597	17	2019	2019	NUM
ajis02-3835	597	18	;	;	PUNCT
ajis02-3835	597	19	martin	martin	PROPN
ajis02-3835	597	20	,	,	PUNCT
ajis02-3835	597	21	2019	2019	NUM
ajis02-3835	597	22	continuous	continuous	ADJ
ajis02-3835	597	23	education	education	NOUN
ajis02-3835	597	24	/	/	SYM
ajis02-3835	597	25	training	training	NOUN
ajis02-3835	597	26	on	on	ADP
ajis02-3835	597	27	fairness	fairness	NOUN
ajis02-3835	597	28	and	and	CCONJ
ajis02-3835	597	29	ethics	ethic	NOUN
ajis02-3835	597	30	for	for	ADP
ajis02-3835	597	31	all	all	DET
ajis02-3835	597	32	stakeholders	stakeholder	NOUN
ajis02-3835	597	33	educational	educational	ADJ
ajis02-3835	597	34	workshops	workshop	NOUN
ajis02-3835	597	35	and	and	CCONJ
ajis02-3835	597	36	training	training	NOUN
ajis02-3835	597	37	on	on	ADP
ajis02-3835	597	38	workplace	workplace	PROPN
ajis02-3835	597	39	fairness	fairness	PROPN
ajis02-3835	597	40	noriega	noriega	PROPN
ajis02-3835	597	41	,	,	PUNCT
ajis02-3835	597	42	2020	2020	NUM
ajis02-3835	597	43	.	.	PUNCT
ajis02-3835	598	1	workshops	workshop	NOUN
ajis02-3835	598	2	/	/	SYM
ajis02-3835	598	3	educa	educa	PROPN
ajis02-3835	598	4	tion	tion	NOUN
ajis02-3835	598	5	that	that	PRON
ajis02-3835	598	6	involves	involve	VERB
ajis02-3835	598	7	principles	principle	NOUN
ajis02-3835	598	8	of	of	ADP
ajis02-3835	598	9	ethics	ethic	NOUN
ajis02-3835	598	10	such	such	ADJ
ajis02-3835	598	11	as	as	ADP
ajis02-3835	598	12	promoting	promote	VERB
ajis02-3835	598	13	ethical	ethical	ADJ
ajis02-3835	598	14	education	education	NOUN
ajis02-3835	598	15	for	for	ADP
ajis02-3835	598	16	every	every	DET
ajis02-3835	598	17	stakeholder	stakeholder	NOUN
ajis02-3835	598	18	in	in	ADP
ajis02-3835	598	19	ai	ai	PROPN
ajis02-3835	598	20	research	research	NOUN
ajis02-3835	598	21	&	&	CCONJ
ajis02-3835	598	22	development	development	PROPN
ajis02-3835	598	23	.	.	PUNCT
ajis02-3835	599	1	certified	certify	VERB
ajis02-3835	599	2	professional	professional	ADJ
ajis02-3835	599	3	required	require	VERB
ajis02-3835	599	4	martin	martin	PROPN
ajis02-3835	599	5	,	,	PUNCT
ajis02-3835	599	6	2019	2019	NUM
ajis02-3835	599	7	.	.	PUNCT
ajis02-3835	600	1	awareness	awareness	NOUN
ajis02-3835	600	2	of	of	ADP
ajis02-3835	600	3	ethics	ethic	NOUN
ajis02-3835	600	4	and	and	CCONJ
ajis02-3835	600	5	promoting	promote	VERB
ajis02-3835	600	6	responsible	responsible	ADJ
ajis02-3835	600	7	ai	ai	PROPN
ajis02-3835	600	8	wu	wu	PROPN
ajis02-3835	600	9	,	,	PUNCT
ajis02-3835	600	10	huang	huang	PROPN
ajis02-3835	600	11	,	,	PUNCT
ajis02-3835	600	12	gong	gong	PROPN
ajis02-3835	600	13	,	,	PUNCT
ajis02-3835	600	14	2019	2019	NUM
ajis02-3835	600	15	;	;	PUNCT
ajis02-3835	600	16	veale	veale	NOUN
ajis02-3835	600	17	,	,	PUNCT
ajis02-3835	600	18	binns	binn	NOUN
ajis02-3835	600	19	,	,	PUNCT
ajis02-3835	600	20	2017	2017	NUM
ajis02-3835	600	21	australasian	australasian	ADJ
ajis02-3835	600	22	journal	journal	NOUN
ajis02-3835	600	23	of	of	ADP
ajis02-3835	600	24	information	information	NOUN
ajis02-3835	600	25	systems	system	NOUN
ajis02-3835	600	26	nadeem	nadeem	PROPN
ajis02-3835	600	27	,	,	PUNCT
ajis02-3835	600	28	marjanovic	marjanovic	PROPN
ajis02-3835	600	29	&	&	CCONJ
ajis02-3835	600	30	abedin	abedin	PROPN
ajis02-3835	600	31	2022	2022	NUM
ajis02-3835	600	32	,	,	PUNCT
ajis02-3835	600	33	vol	vol	NOUN
ajis02-3835	600	34	26	26	NUM
ajis02-3835	600	35	,	,	PUNCT
ajis02-3835	600	36	selected	select	VERB
ajis02-3835	600	37	papers	paper	NOUN
ajis02-3835	600	38	from	from	ADP
ajis02-3835	600	39	acis	acis	PROPN
ajis02-3835	600	40	2020	2020	NUM
ajis02-3835	600	41	gender	gender	NOUN
ajis02-3835	600	42	bias	bias	NOUN
ajis02-3835	600	43	in	in	ADP
ajis02-3835	600	44	ai	ai	PROPN
ajis02-3835	600	45	32	32	NUM
ajis02-3835	600	46	awareness	awareness	NOUN
ajis02-3835	600	47	of	of	ADP
ajis02-3835	600	48	unintended	unintended	ADJ
ajis02-3835	600	49	bias	bias	NOUN
ajis02-3835	600	50	in	in	ADP
ajis02-3835	600	51	scientific	scientific	ADJ
ajis02-3835	600	52	community	community	NOUN
ajis02-3835	600	53	and	and	CCONJ
ajis02-3835	600	54	technology	technology	NOUN
ajis02-3835	600	55	industry	industry	NOUN
ajis02-3835	600	56	cirillo	cirillo	VERB
ajis02-3835	600	57	et	et	PROPN
ajis02-3835	600	58	al	al	PROPN
ajis02-3835	600	59	.	.	PROPN
ajis02-3835	600	60	,	,	PUNCT
ajis02-3835	600	61	2020	2020	NUM
ajis02-3835	600	62	collaborative	collaborative	ADJ
ajis02-3835	600	63	organizational	organizational	ADJ
ajis02-3835	600	64	learning	learning	NOUN
ajis02-3835	600	65	on	on	ADP
ajis02-3835	600	66	fairness	fairness	NOUN
ajis02-3835	600	67	&	&	CCONJ
ajis02-3835	600	68	demographic	demographic	ADJ
ajis02-3835	600	69	characteristics	characteristic	NOUN
ajis02-3835	600	70	business	business	NOUN
ajis02-3835	600	71	models	model	NOUN
ajis02-3835	600	72	and	and	CCONJ
ajis02-3835	600	73	policy	policy	NOUN
ajis02-3835	600	74	should	should	AUX
ajis02-3835	600	75	be	be	AUX
ajis02-3835	600	76	designed	design	VERB
ajis02-3835	600	77	concerning	concern	VERB
ajis02-3835	600	78	fair	fair	ADJ
ajis02-3835	600	79	ai	ai	PROPN
ajis02-3835	600	80	feuerriegel	feuerriegel	NOUN
ajis02-3835	600	81	,	,	PUNCT
ajis02-3835	600	82	dolata	dolata	NOUN
ajis02-3835	600	83	,	,	PUNCT
ajis02-3835	600	84	schwabe	schwabe	NOUN
ajis02-3835	600	85	,	,	PUNCT
ajis02-3835	600	86	2020	2020	NUM
ajis02-3835	600	87	design	design	NOUN
ajis02-3835	600	88	of	of	ADP
ajis02-3835	600	89	business	business	NOUN
ajis02-3835	600	90	models	model	NOUN
ajis02-3835	600	91	and	and	CCONJ
ajis02-3835	600	92	policies	policy	NOUN
ajis02-3835	600	93	to	to	PART
ajis02-3835	600	94	consider	consider	VERB
ajis02-3835	600	95	ai	ai	VERB
ajis02-3835	600	96	principles	principle	NOUN
ajis02-3835	600	97	.	.	PUNCT
ajis02-3835	601	1	interdisciplinary	interdisciplinary	ADJ
ajis02-3835	601	2	approach	approach	NOUN
ajis02-3835	601	3	&	&	CCONJ
ajis02-3835	601	4	understanding	understanding	NOUN
ajis02-3835	601	5	of	of	ADP
ajis02-3835	601	6	ai	ai	PRON
ajis02-3835	601	7	ethical	ethical	ADJ
ajis02-3835	601	8	principles	principle	NOUN
ajis02-3835	601	9	interdisciplinary	interdisciplinary	ADJ
ajis02-3835	601	10	disciplines	discipline	NOUN
ajis02-3835	601	11	to	to	PART
ajis02-3835	601	12	work	work	VERB
ajis02-3835	601	13	collaboratively	collaboratively	ADV
ajis02-3835	601	14	to	to	PART
ajis02-3835	601	15	address	address	VERB
ajis02-3835	601	16	ethical	ethical	ADJ
ajis02-3835	601	17	challenges	challenge	NOUN
ajis02-3835	601	18	wu	wu	PROPN
ajis02-3835	601	19	,	,	PUNCT
ajis02-3835	601	20	huang	huang	PROPN
ajis02-3835	601	21	,	,	PUNCT
ajis02-3835	601	22	gong	gong	PROPN
ajis02-3835	601	23	,	,	PUNCT
ajis02-3835	601	24	2019	2019	NUM
ajis02-3835	601	25	;	;	PUNCT
ajis02-3835	601	26	ibrahim	ibrahim	PROPN
ajis02-3835	601	27	,	,	PUNCT
ajis02-3835	601	28	charlson	charlson	NOUN
ajis02-3835	601	29	,	,	PUNCT
ajis02-3835	601	30	neill	neill	PROPN
ajis02-3835	601	31	,	,	PUNCT
ajis02-3835	601	32	2020	2020	NUM
ajis02-3835	601	33	employment	employment	NOUN
ajis02-3835	601	34	of	of	ADP
ajis02-3835	601	35	a	a	DET
ajis02-3835	601	36	more	more	ADV
ajis02-3835	601	37	diverse	diverse	ADJ
ajis02-3835	601	38	it	it	PRON
ajis02-3835	601	39	workforce	workforce	NOUN
ajis02-3835	601	40	to	to	PART
ajis02-3835	601	41	be	be	AUX
ajis02-3835	601	42	included	include	VERB
ajis02-3835	601	43	in	in	ADP
ajis02-3835	601	44	the	the	DET
ajis02-3835	601	45	design	design	NOUN
ajis02-3835	601	46	and	and	CCONJ
ajis02-3835	601	47	implementation	implementation	NOUN
ajis02-3835	601	48	of	of	ADP
ajis02-3835	601	49	algorithms	algorithm	NOUN
ajis02-3835	601	50	.	.	PUNCT
ajis02-3835	602	1	workplace	workplace	NOUN
ajis02-3835	602	2	diversity	diversity	NOUN
ajis02-3835	602	3	in	in	ADP
ajis02-3835	602	4	managerial	managerial	ADJ
ajis02-3835	602	5	roles	role	NOUN
ajis02-3835	602	6	gender	gender	NOUN
ajis02-3835	602	7	diversity	diversity	NOUN
ajis02-3835	602	8	at	at	ADP
ajis02-3835	602	9	managerial	managerial	ADJ
ajis02-3835	602	10	levels	level	NOUN
ajis02-3835	602	11	lee	lee	PROPN
ajis02-3835	602	12	,	,	PUNCT
ajis02-3835	602	13	2018	2018	NUM
ajis02-3835	602	14	an	an	DET
ajis02-3835	602	15	increase	increase	NOUN
ajis02-3835	602	16	in	in	ADP
ajis02-3835	602	17	gender	gender	NOUN
ajis02-3835	602	18	inclusion	inclusion	NOUN
ajis02-3835	602	19	in	in	ADP
ajis02-3835	602	20	the	the	DET
ajis02-3835	602	21	development	development	NOUN
ajis02-3835	602	22	of	of	ADP
ajis02-3835	602	23	ai	ai	PROPN
ajis02-3835	602	24	technologies	technology	NOUN
ajis02-3835	602	25	will	will	AUX
ajis02-3835	602	26	introduce	introduce	VERB
ajis02-3835	602	27	diverse	diverse	ADJ
ajis02-3835	602	28	perspectives	perspective	NOUN
ajis02-3835	602	29	and	and	CCONJ
ajis02-3835	602	30	diversity	diversity	NOUN
ajis02-3835	602	31	of	of	ADP
ajis02-3835	602	32	thought	thought	NOUN
ajis02-3835	602	33	in	in	ADP
ajis02-3835	602	34	the	the	DET
ajis02-3835	602	35	ai	ai	PROPN
ajis02-3835	602	36	development	development	NOUN
ajis02-3835	602	37	which	which	PRON
ajis02-3835	602	38	is	be	AUX
ajis02-3835	602	39	essential	essential	ADJ
ajis02-3835	602	40	for	for	ADP
ajis02-3835	602	41	breaking	break	VERB
ajis02-3835	602	42	down	down	ADP
ajis02-3835	602	43	the	the	DET
ajis02-3835	602	44	bias	bias	NOUN
ajis02-3835	602	45	.	.	PUNCT
ajis02-3835	603	1	diversity	diversity	NOUN
ajis02-3835	603	2	in	in	ADP
ajis02-3835	603	3	the	the	DET
ajis02-3835	603	4	development	development	NOUN
ajis02-3835	603	5	of	of	ADP
ajis02-3835	603	6	ai	ai	PROPN
ajis02-3835	603	7	systems	systems	PROPN
ajis02-3835	603	8	costa	costa	PROPN
ajis02-3835	603	9	,	,	PUNCT
ajis02-3835	603	10	ribas	ribas	PROPN
ajis02-3835	603	11	,	,	PUNCT
ajis02-3835	603	12	2019	2019	NUM
ajis02-3835	603	13	;	;	PUNCT
ajis02-3835	603	14	johnson	johnson	PROPN
ajis02-3835	603	15	2019	2019	NUM
ajis02-3835	603	16	;	;	PUNCT
ajis02-3835	603	17	ntoutsi	ntoutsi	PROPN
ajis02-3835	603	18	et	et	PROPN
ajis02-3835	603	19	al	al	PROPN
ajis02-3835	603	20	.	.	PROPN
ajis02-3835	603	21	,	,	PUNCT
ajis02-3835	603	22	2019	2019	NUM
ajis02-3835	603	23	;	;	PUNCT
ajis02-3835	603	24	arrieta	arrieta	PROPN
ajis02-3835	603	25	et	et	PROPN
ajis02-3835	603	26	al	al	PROPN
ajis02-3835	603	27	.	.	PROPN
ajis02-3835	603	28	,	,	PUNCT
ajis02-3835	603	29	2020	2020	NUM
ajis02-3835	603	30	;	;	PUNCT
ajis02-3835	603	31	clifton	clifton	PROPN
ajis02-3835	603	32	,	,	PUNCT
ajis02-3835	603	33	glasmeier	glasmeier	NOUN
ajis02-3835	603	34	,	,	PUNCT
ajis02-3835	603	35	gray	gray	ADJ
ajis02-3835	603	36	2020	2020	NUM
ajis02-3835	603	37	gender	gender	NOUN
ajis02-3835	603	38	diversity	diversity	NOUN
ajis02-3835	603	39	in	in	ADP
ajis02-3835	603	40	the	the	DET
ajis02-3835	603	41	high	high	ADJ
ajis02-3835	603	42	-	-	PUNCT
ajis02-3835	603	43	tech	tech	NOUN
ajis02-3835	603	44	industry	industry	NOUN
ajis02-3835	603	45	and	and	CCONJ
ajis02-3835	603	46	stem	stem	VERB
ajis02-3835	603	47	career	career	NOUN
ajis02-3835	603	48	lee	lee	PROPN
ajis02-3835	603	49	,	,	PUNCT
ajis02-3835	603	50	2018	2018	NUM
ajis02-3835	603	51	;	;	PUNCT
ajis02-3835	603	52	johnson	johnson	PROPN
ajis02-3835	603	53	,	,	PUNCT
ajis02-3835	603	54	2019	2019	NUM
ajis02-3835	603	55	;	;	PUNCT
ajis02-3835	603	56	wang	wang	PROPN
ajis02-3835	603	57	,	,	PUNCT
ajis02-3835	603	58	2020	2020	NUM
ajis02-3835	603	59	designing	design	VERB
ajis02-3835	603	60	strategies	strategy	NOUN
ajis02-3835	603	61	for	for	ADP
ajis02-3835	603	62	incorporating	incorporate	VERB
ajis02-3835	603	63	algorithmic	algorithmic	ADJ
ajis02-3835	603	64	transparency	transparency	NOUN
ajis02-3835	603	65	and	and	CCONJ
ajis02-3835	603	66	accountability	accountability	NOUN
ajis02-3835	603	67	big	big	ADJ
ajis02-3835	603	68	data	data	PROPN
ajis02-3835	603	69	review	review	NOUN
ajis02-3835	603	70	board	board	NOUN
ajis02-3835	603	71	required	require	VERB
ajis02-3835	603	72	martin	martin	PROPN
ajis02-3835	603	73	,	,	PUNCT
ajis02-3835	603	74	2019	2019	NUM
ajis02-3835	603	75	ai	ai	NOUN
ajis02-3835	603	76	audits	audits	NOUN
ajis02-3835	603	77	are	be	AUX
ajis02-3835	603	78	to	to	PART
ajis02-3835	603	79	be	be	AUX
ajis02-3835	603	80	conducted	conduct	VERB
ajis02-3835	603	81	periodically	periodically	ADV
ajis02-3835	603	82	to	to	PART
ajis02-3835	603	83	ensure	ensure	VERB
ajis02-3835	603	84	ai	ai	VERB
ajis02-3835	603	85	compliance	compliance	NOUN
ajis02-3835	603	86	.	.	PUNCT
ajis02-3835	604	1	incorporate	incorporate	VERB
ajis02-3835	604	2	regular	regular	ADJ
ajis02-3835	604	3	audits	audits	NOUN
ajis02-3835	604	4	of	of	ADP
ajis02-3835	604	5	the	the	DET
ajis02-3835	604	6	data	data	PROPN
ajis02-3835	604	7	martinez	martinez	PROPN
ajis02-3835	604	8	,	,	PUNCT
ajis02-3835	604	9	fernandez	fernandez	PROPN
ajis02-3835	604	10	,	,	PUNCT
ajis02-3835	604	11	2020	2020	NUM
ajis02-3835	604	12	;	;	PUNCT
ajis02-3835	604	13	johnson	johnson	PROPN
ajis02-3835	604	14	,	,	PUNCT
ajis02-3835	604	15	2019	2019	NUM
ajis02-3835	604	16	;	;	PUNCT
ajis02-3835	604	17	ibrahim	ibrahim	PROPN
ajis02-3835	604	18	,	,	PUNCT
ajis02-3835	604	19	charlson	charlson	NOUN
ajis02-3835	604	20	,	,	PUNCT
ajis02-3835	604	21	neill	neill	PROPN
ajis02-3835	604	22	,	,	PUNCT
ajis02-3835	604	23	2020	2020	NUM
ajis02-3835	604	24	;	;	PUNCT
ajis02-3835	604	25	robert	robert	PROPN
ajis02-3835	604	26	et	et	PROPN
ajis02-3835	604	27	al	al	PROPN
ajis02-3835	604	28	.	.	PROPN
ajis02-3835	604	29	,	,	PUNCT
ajis02-3835	604	30	2020	2020	NUM
ajis02-3835	604	31	;	;	PUNCT
ajis02-3835	604	32	piano	piano	NOUN
ajis02-3835	604	33	,	,	PUNCT
ajis02-3835	604	34	2020	2020	NUM
ajis02-3835	604	35	;	;	PUNCT
ajis02-3835	604	36	veale	veale	NOUN
ajis02-3835	604	37	,	,	PUNCT
ajis02-3835	604	38	binns	binn	NOUN
ajis02-3835	604	39	,	,	PUNCT
ajis02-3835	604	40	2017	2017	NUM
ajis02-3835	604	41	;	;	PUNCT
ajis02-3835	604	42	noriega	noriega	PROPN
ajis02-3835	604	43	,	,	PUNCT
ajis02-3835	604	44	2020	2020	NUM
ajis02-3835	604	45	designing	design	VERB
ajis02-3835	604	46	strategies	strategy	NOUN
ajis02-3835	604	47	for	for	ADP
ajis02-3835	604	48	fairness	fairness	NOUN
ajis02-3835	604	49	and	and	CCONJ
ajis02-3835	604	50	ensuring	ensure	VERB
ajis02-3835	604	51	accountability	accountability	NOUN
ajis02-3835	604	52	hayes	haye	NOUN
ajis02-3835	604	53	,	,	PUNCT
ajis02-3835	604	54	poel	poel	NOUN
ajis02-3835	604	55	,	,	PUNCT
ajis02-3835	604	56	steen	steen	PROPN
ajis02-3835	604	57	,	,	PUNCT
ajis02-3835	604	58	2020	2020	NUM
ajis02-3835	604	59	ensuring	ensure	VERB
ajis02-3835	604	60	human	human	NOUN
ajis02-3835	604	61	in	in	ADP
ajis02-3835	604	62	the	the	DET
ajis02-3835	604	63	loop	loop	NOUN
ajis02-3835	604	64	integrating	integrate	VERB
ajis02-3835	604	65	human	human	PROPN
ajis02-3835	604	66	&	&	CCONJ
ajis02-3835	604	67	ai	ai	PROPN
ajis02-3835	604	68	decision	decision	NOUN
ajis02-3835	604	69	making	make	VERB
ajis02-3835	604	70	miron	miron	PROPN
ajis02-3835	604	71	et	et	PROPN
ajis02-3835	604	72	al	al	PROPN
ajis02-3835	604	73	.	.	PROPN
ajis02-3835	604	74	,	,	PUNCT
ajis02-3835	604	75	2020	2020	NUM
ajis02-3835	604	76	design	design	NOUN
ajis02-3835	604	77	strategies	strategy	NOUN
ajis02-3835	604	78	like	like	ADP
ajis02-3835	604	79	providing	provide	VERB
ajis02-3835	604	80	more	more	ADJ
ajis02-3835	604	81	autonomy	autonomy	NOUN
ajis02-3835	604	82	to	to	ADP
ajis02-3835	604	83	the	the	DET
ajis02-3835	604	84	users	user	NOUN
ajis02-3835	604	85	in	in	ADP
ajis02-3835	604	86	decision	decision	NOUN
ajis02-3835	604	87	-	-	PUNCT
ajis02-3835	604	88	making	making	NOUN
ajis02-3835	604	89	would	would	AUX
ajis02-3835	604	90	bring	bring	VERB
ajis02-3835	604	91	australasian	australasian	ADJ
ajis02-3835	604	92	journal	journal	NOUN
ajis02-3835	604	93	of	of	ADP
ajis02-3835	604	94	information	information	NOUN
ajis02-3835	604	95	systems	system	NOUN
ajis02-3835	604	96	nadeem	nadeem	PROPN
ajis02-3835	604	97	,	,	PUNCT
ajis02-3835	604	98	marjanovic	marjanovic	PROPN
ajis02-3835	604	99	&	&	CCONJ
ajis02-3835	604	100	abedin	abedin	PROPN
ajis02-3835	604	101	2022	2022	NUM
ajis02-3835	604	102	,	,	PUNCT
ajis02-3835	604	103	vol	vol	NOUN
ajis02-3835	604	104	26	26	NUM
ajis02-3835	604	105	,	,	PUNCT
ajis02-3835	604	106	selected	select	VERB
ajis02-3835	604	107	papers	paper	NOUN
ajis02-3835	604	108	from	from	ADP
ajis02-3835	604	109	acis	acis	PROPN
ajis02-3835	604	110	2020	2020	NUM
ajis02-3835	604	111	gender	gender	NOUN
ajis02-3835	604	112	bias	bias	NOUN
ajis02-3835	604	113	in	in	ADP
ajis02-3835	604	114	ai	ai	PROPN
ajis02-3835	604	115	33	33	NUM
ajis02-3835	604	116	fairness	fairness	NOUN
ajis02-3835	604	117	to	to	ADP
ajis02-3835	604	118	ai	ai	VERB
ajis02-3835	604	119	decisions	decision	NOUN
ajis02-3835	604	120	.	.	PUNCT
ajis02-3835	605	1	a	a	DET
ajis02-3835	605	2	i	i	PRON
ajis02-3835	605	3	g	g	VERB
ajis02-3835	605	4	ov	ov	INTJ
ajis02-3835	605	5	er	er	INTJ
ajis02-3835	605	6	na	na	INTJ
ajis02-3835	605	7	nc	nc	PROPN
ajis02-3835	605	8	e	e	PROPN
ajis02-3835	605	9	an	an	PROPN
ajis02-3835	605	10	d	d	PROPN
ajis02-3835	605	11	re	re	ADP
ajis02-3835	605	12	gu	gu	NOUN
ajis02-3835	605	13	la	la	PROPN
ajis02-3835	605	14	to	to	PART
ajis02-3835	605	15	ry	ry	VERB
ajis02-3835	605	16	a	a	PRON
ajis02-3835	605	17	pp	pp	INTJ
ajis02-3835	606	1	ro	ro	INTJ
ajis02-3835	607	1	ac	ac	PROPN
ajis02-3835	608	1	he	he	PRON
ajis02-3835	608	2	s	s	AUX
ajis02-3835	608	3	ai	ai	VERB
ajis02-3835	608	4	governance	governance	NOUN
ajis02-3835	608	5	to	to	PART
ajis02-3835	608	6	incorporate	incorporate	VERB
ajis02-3835	608	7	key	key	ADJ
ajis02-3835	608	8	ethical	ethical	ADJ
ajis02-3835	608	9	standards	standard	NOUN
ajis02-3835	608	10	ethical	ethical	ADJ
ajis02-3835	608	11	regulation	regulation	NOUN
ajis02-3835	608	12	for	for	ADP
ajis02-3835	608	13	new	new	ADJ
ajis02-3835	608	14	technology	technology	PROPN
ajis02-3835	608	15	development	development	PROPN
ajis02-3835	608	16	clifton	clifton	PROPN
ajis02-3835	608	17	,	,	PUNCT
ajis02-3835	608	18	glasmeier	glasmeier	NOUN
ajis02-3835	608	19	,	,	PUNCT
ajis02-3835	608	20	gray	gray	ADJ
ajis02-3835	608	21	,	,	PUNCT
ajis02-3835	608	22	2020	2020	NUM
ajis02-3835	608	23	;	;	PUNCT
ajis02-3835	608	24	wang	wang	PROPN
ajis02-3835	608	25	,	,	PUNCT
ajis02-3835	608	26	2020	2020	NUM
ajis02-3835	608	27	ethical	ethical	ADJ
ajis02-3835	608	28	standards	standard	NOUN
ajis02-3835	608	29	by	by	ADP
ajis02-3835	608	30	government	government	NOUN
ajis02-3835	608	31	and	and	CCONJ
ajis02-3835	608	32	regulatory	regulatory	ADJ
ajis02-3835	608	33	organizations	organization	NOUN
ajis02-3835	608	34	to	to	PART
ajis02-3835	608	35	ensure	ensure	VERB
ajis02-3835	608	36	fairer	fair	ADJ
ajis02-3835	608	37	data	datum	NOUN
ajis02-3835	608	38	collection	collection	NOUN
ajis02-3835	608	39	and	and	CCONJ
ajis02-3835	608	40	models	model	VERB
ajis02-3835	608	41	public	public	ADJ
ajis02-3835	608	42	policy	policy	NOUN
ajis02-3835	608	43	regarding	regard	VERB
ajis02-3835	608	44	fair	fair	ADJ
ajis02-3835	608	45	ai	ai	PROPN
ajis02-3835	608	46	clifton	clifton	PROPN
ajis02-3835	608	47	,	,	PUNCT
ajis02-3835	608	48	glasmeier	glasmeier	NOUN
ajis02-3835	608	49	,	,	PUNCT
ajis02-3835	608	50	gray	gray	ADJ
ajis02-3835	608	51	,	,	PUNCT
ajis02-3835	608	52	2020	2020	NUM
ajis02-3835	608	53	ethical	ethical	ADJ
ajis02-3835	608	54	technology	technology	NOUN
ajis02-3835	608	55	development	development	NOUN
ajis02-3835	608	56	cirillo	cirillo	NOUN
ajis02-3835	608	57	et	et	PROPN
ajis02-3835	608	58	al	al	PROPN
ajis02-3835	608	59	.	.	PROPN
ajis02-3835	608	60	,	,	PUNCT
ajis02-3835	608	61	2020	2020	NUM
ajis02-3835	608	62	laws	law	NOUN
ajis02-3835	608	63	and	and	CCONJ
ajis02-3835	608	64	policies	policy	NOUN
ajis02-3835	608	65	to	to	PART
ajis02-3835	608	66	adhere	adhere	VERB
ajis02-3835	608	67	to	to	ADP
ajis02-3835	608	68	ethical	ethical	ADJ
ajis02-3835	608	69	ai	ai	NOUN
ajis02-3835	608	70	principles	principle	NOUN
ajis02-3835	608	71	quality	quality	NOUN
ajis02-3835	608	72	assurance	assurance	NOUN
ajis02-3835	608	73	for	for	ADP
ajis02-3835	608	74	ai	ai	NOUN
ajis02-3835	608	75	safety	safety	NOUN
ajis02-3835	608	76	.	.	PUNCT
ajis02-3835	609	1	w	w	PROPN
ajis02-3835	609	2	,	,	PUNCT
ajis02-3835	609	3	huang	huang	PROPN
ajis02-3835	609	4	,	,	PUNCT
ajis02-3835	609	5	gong	gong	PROPN
ajis02-3835	609	6	,	,	PUNCT
ajis02-3835	609	7	2019	2019	NUM
ajis02-3835	609	8	formal	formal	ADJ
ajis02-3835	609	9	verification	verification	NOUN
ajis02-3835	609	10	and	and	CCONJ
ajis02-3835	609	11	testing	testing	NOUN
ajis02-3835	609	12	to	to	PART
ajis02-3835	609	13	be	be	AUX
ajis02-3835	609	14	carried	carry	VERB
ajis02-3835	609	15	out	out	ADP
ajis02-3835	609	16	by	by	ADP
ajis02-3835	609	17	users	user	NOUN
ajis02-3835	609	18	for	for	ADP
ajis02-3835	609	19	ensuring	ensure	VERB
ajis02-3835	609	20	ai	ai	VERB
ajis02-3835	609	21	safety	safety	NOUN
ajis02-3835	609	22	and	and	CCONJ
ajis02-3835	609	23	to	to	PART
ajis02-3835	609	24	adhere	adhere	VERB
ajis02-3835	609	25	to	to	AUX
ajis02-3835	609	26	ai	ai	VERB
ajis02-3835	609	27	ethical	ethical	ADJ
ajis02-3835	609	28	values	value	NOUN
ajis02-3835	609	29	.	.	PUNCT
ajis02-3835	610	1	algorithm	algorithm	PROPN
ajis02-3835	610	2	test	test	PROPN
ajis02-3835	610	3	&	&	CCONJ
ajis02-3835	610	4	trail	trail	PROPN
ajis02-3835	610	5	lee	lee	PROPN
ajis02-3835	610	6	,	,	PUNCT
ajis02-3835	610	7	2018	2018	NUM
ajis02-3835	610	8	;	;	PUNCT
ajis02-3835	610	9	wu	wu	PROPN
ajis02-3835	610	10	,	,	PUNCT
ajis02-3835	610	11	huang	huang	PROPN
ajis02-3835	610	12	,	,	PUNCT
ajis02-3835	610	13	gong	gong	PROPN
ajis02-3835	610	14	,	,	PUNCT
ajis02-3835	610	15	2019	2019	NUM
ajis02-3835	610	16	practitioners	practitioner	NOUN
ajis02-3835	610	17	and	and	CCONJ
ajis02-3835	610	18	policymakers	policymaker	NOUN
ajis02-3835	610	19	adhering	adhere	VERB
ajis02-3835	610	20	to	to	ADP
ajis02-3835	610	21	ethical	ethical	ADJ
ajis02-3835	610	22	ai	ai	PROPN
ajis02-3835	610	23	principles	principle	NOUN
ajis02-3835	610	24	lee	lee	PROPN
ajis02-3835	610	25	,	,	PUNCT
ajis02-3835	610	26	2018	2018	NUM
ajis02-3835	610	27	regulated	regulate	VERB
ajis02-3835	610	28	policies	policy	NOUN
ajis02-3835	610	29	for	for	ADP
ajis02-3835	610	30	implicit	implicit	ADJ
ajis02-3835	610	31	and	and	CCONJ
ajis02-3835	610	32	unconscious	unconscious	ADJ
ajis02-3835	610	33	bias	bias	NOUN
ajis02-3835	610	34	lee	lee	PROPN
ajis02-3835	610	35	,	,	PUNCT
ajis02-3835	610	36	2018	2018	NUM
ajis02-3835	610	37	ethical	ethical	ADJ
ajis02-3835	610	38	ai	ai	PROPN
ajis02-3835	610	39	platforms	platform	NOUN
ajis02-3835	610	40	comprehensive	comprehensive	ADJ
ajis02-3835	610	41	open	open	ADJ
ajis02-3835	610	42	ai	ai	PROPN
ajis02-3835	610	43	platforms	platform	NOUN
ajis02-3835	610	44	for	for	ADP
ajis02-3835	610	45	all	all	DET
ajis02-3835	610	46	stakeholders	stakeholder	NOUN
ajis02-3835	610	47	wu	wu	PROPN
ajis02-3835	610	48	,	,	PUNCT
ajis02-3835	610	49	huang	huang	PROPN
ajis02-3835	610	50	,	,	PUNCT
ajis02-3835	610	51	gong	gong	PROPN
ajis02-3835	610	52	,	,	PUNCT
ajis02-3835	610	53	2019	2019	NUM
ajis02-3835	610	54	developing	develop	VERB
ajis02-3835	610	55	open	open	ADJ
ajis02-3835	610	56	ai	ai	NOUN
ajis02-3835	610	57	platforms	platform	NOUN
ajis02-3835	610	58	for	for	ADP
ajis02-3835	610	59	designing	design	VERB
ajis02-3835	610	60	strategies	strategy	NOUN
ajis02-3835	610	61	or	or	CCONJ
ajis02-3835	610	62	technical	technical	ADJ
ajis02-3835	610	63	inputs	input	NOUN
ajis02-3835	610	64	to	to	PART
ajis02-3835	610	65	be	be	AUX
ajis02-3835	610	66	incorporated	incorporate	VERB
ajis02-3835	610	67	to	to	PART
ajis02-3835	610	68	promote	promote	VERB
ajis02-3835	610	69	autonomy	autonomy	NOUN
ajis02-3835	610	70	.	.	PUNCT
ajis02-3835	611	1	ci	ci	PROPN
ajis02-3835	611	2	et	et	PROPN
ajis02-3835	611	3	al	al	PROPN
ajis02-3835	611	4	&	&	CCONJ
ajis02-3835	611	5	c	c	PROPN
ajis02-3835	612	1	om	om	PROPN
ajis02-3835	613	1	m	m	PROPN
ajis02-3835	613	2	un	un	PROPN
ajis02-3835	613	3	ity	ity	PROPN
ajis02-3835	613	4	fo	fo	PROPN
ajis02-3835	613	5	cu	cu	PROPN
ajis02-3835	613	6	se	se	PROPN
ajis02-3835	614	1	d	d	PROPN
ajis02-3835	614	2	ap	ap	PROPN
ajis02-3835	614	3	pr	pr	VERB
ajis02-3835	614	4	oa	oa	INTJ
ajis02-3835	614	5	ch	ch	NOUN
ajis02-3835	614	6	es	es	NOUN
ajis02-3835	614	7	awareness	awareness	NOUN
ajis02-3835	614	8	of	of	ADP
ajis02-3835	614	9	gender	gender	NOUN
ajis02-3835	614	10	diversity	diversity	NOUN
ajis02-3835	614	11	logical	logical	ADJ
ajis02-3835	614	12	considerations	consideration	NOUN
ajis02-3835	614	13	for	for	ADP
ajis02-3835	614	14	increasing	increase	VERB
ajis02-3835	614	15	gender	gender	NOUN
ajis02-3835	614	16	diversity	diversity	NOUN
ajis02-3835	614	17	hayes	hayes	PROPN
ajis02-3835	614	18	,	,	PUNCT
ajis02-3835	614	19	poel	poel	NOUN
ajis02-3835	614	20	,	,	PUNCT
ajis02-3835	614	21	steen	steen	PROPN
ajis02-3835	614	22	,	,	PUNCT
ajis02-3835	614	23	2020	2020	NUM
ajis02-3835	614	24	social	social	ADJ
ajis02-3835	614	25	intervention	intervention	NOUN
ajis02-3835	614	26	in	in	ADP
ajis02-3835	614	27	order	order	NOUN
ajis02-3835	614	28	to	to	PART
ajis02-3835	614	29	enhance	enhance	VERB
ajis02-3835	614	30	gender	gender	NOUN
ajis02-3835	614	31	diversity	diversity	NOUN
ajis02-3835	614	32	in	in	ADP
ajis02-3835	614	33	social	social	ADJ
ajis02-3835	614	34	and	and	CCONJ
ajis02-3835	614	35	contextual	contextual	ADJ
ajis02-3835	614	36	aspects	aspect	NOUN
ajis02-3835	614	37	would	would	AUX
ajis02-3835	614	38	address	address	VERB
ajis02-3835	614	39	the	the	DET
ajis02-3835	614	40	gender	gender	NOUN
ajis02-3835	614	41	bias	bias	NOUN
ajis02-3835	614	42	in	in	ADP
ajis02-3835	614	43	ai	ai	PROPN
ajis02-3835	614	44	.	.	PUNCT
ajis02-3835	615	1	gender	gender	NOUN
ajis02-3835	615	2	-	-	PUNCT
ajis02-3835	615	3	neutral	neutral	ADJ
ajis02-3835	615	4	expression	expression	NOUN
ajis02-3835	615	5	in	in	ADP
ajis02-3835	615	6	communication	communication	NOUN
ajis02-3835	615	7	prates	prate	NOUN
ajis02-3835	615	8	,	,	PUNCT
ajis02-3835	615	9	avelar	avelar	PROPN
ajis02-3835	615	10	,	,	PUNCT
ajis02-3835	615	11	lamb	lamb	PROPN
ajis02-3835	615	12	,	,	PUNCT
ajis02-3835	615	13	2019	2019	NUM
ajis02-3835	615	14	bringing	bring	VERB
ajis02-3835	615	15	cognitive	cognitive	ADJ
ajis02-3835	615	16	diversity	diversity	NOUN
ajis02-3835	615	17	in	in	ADP
ajis02-3835	615	18	workplace	workplace	NOUN
ajis02-3835	615	19	/institutions	/institutions	PUNCT
ajis02-3835	615	20	johnson	johnson	PROPN
ajis02-3835	615	21	,	,	PUNCT
ajis02-3835	615	22	2019	2019	NUM
ajis02-3835	615	23	gender	gender	NOUN
ajis02-3835	615	24	diversity	diversity	NOUN
ajis02-3835	615	25	related	relate	VERB
ajis02-3835	615	26	to	to	ADP
ajis02-3835	615	27	socioeconomic	socioeconomic	ADJ
ajis02-3835	615	28	aspects	aspect	NOUN
ajis02-3835	615	29	gender	gender	NOUN
ajis02-3835	615	30	diversity	diversity	NOUN
ajis02-3835	615	31	related	relate	VERB
ajis02-3835	615	32	to	to	ADP
ajis02-3835	615	33	socioeconomic	socioeconomic	ADJ
ajis02-3835	615	34	aspects	aspect	NOUN
ajis02-3835	615	35	cirillo	cirillo	VERB
ajis02-3835	615	36	et	et	PROPN
ajis02-3835	615	37	al	al	PROPN
ajis02-3835	615	38	.	.	PROPN
ajis02-3835	615	39	,	,	PUNCT
ajis02-3835	615	40	2020	2020	NUM
ajis02-3835	616	1	compounding	compound	VERB
ajis02-3835	616	2	factors	factor	NOUN
ajis02-3835	616	3	related	relate	VERB
ajis02-3835	616	4	to	to	ADP
ajis02-3835	616	5	socio	socio	VERB
ajis02-3835	616	6	-	-	PUNCT
ajis02-3835	616	7	economic	economic	ADJ
ajis02-3835	616	8	aspects	aspect	NOUN
ajis02-3835	616	9	to	to	ADP
ajis02-3835	616	10	australasian	australasian	ADJ
ajis02-3835	616	11	journal	journal	NOUN
ajis02-3835	616	12	of	of	ADP
ajis02-3835	616	13	information	information	NOUN
ajis02-3835	616	14	systems	system	NOUN
ajis02-3835	616	15	nadeem	nadeem	PROPN
ajis02-3835	616	16	,	,	PUNCT
ajis02-3835	616	17	marjanovic	marjanovic	PROPN
ajis02-3835	616	18	&	&	CCONJ
ajis02-3835	616	19	abedin	abedin	PROPN
ajis02-3835	616	20	2022	2022	NUM
ajis02-3835	616	21	,	,	PUNCT
ajis02-3835	616	22	vol	vol	NOUN
ajis02-3835	616	23	26	26	NUM
ajis02-3835	616	24	,	,	PUNCT
ajis02-3835	616	25	selected	select	VERB
ajis02-3835	616	26	papers	paper	NOUN
ajis02-3835	616	27	from	from	ADP
ajis02-3835	616	28	acis	acis	PROPN
ajis02-3835	616	29	2020	2020	NUM
ajis02-3835	616	30	gender	gender	NOUN
ajis02-3835	616	31	bias	bias	NOUN
ajis02-3835	616	32	in	in	ADP
ajis02-3835	616	33	ai	ai	PROPN
ajis02-3835	616	34	34	34	NUM
ajis02-3835	616	35	establish	establish	VERB
ajis02-3835	616	36	fairness	fairness	NOUN
ajis02-3835	616	37	in	in	ADP
ajis02-3835	616	38	ai	ai	PROPN
ajis02-3835	616	39	algorithm	algorithm	NOUN
ajis02-3835	616	40	“	"	PUNCT
ajis02-3835	616	41	ecosystem	ecosystem	NOUN
ajis02-3835	616	42	of	of	ADP
ajis02-3835	616	43	trust	trust	NOUN
ajis02-3835	616	44	”	"	PUNCT
ajis02-3835	616	45	that	that	PRON
ajis02-3835	616	46	ensures	ensure	VERB
ajis02-3835	616	47	ai	ai	VERB
ajis02-3835	616	48	systems	system	NOUN
ajis02-3835	616	49	incorporate	incorporate	VERB
ajis02-3835	616	50	ethical	ethical	ADJ
ajis02-3835	616	51	standards	standard	NOUN
ajis02-3835	616	52	policy	policy	NOUN
ajis02-3835	616	53	intervention	intervention	NOUN
ajis02-3835	616	54	policies	policy	NOUN
ajis02-3835	616	55	to	to	PART
ajis02-3835	616	56	reach	reach	VERB
ajis02-3835	616	57	beyond	beyond	ADP
ajis02-3835	616	58	the	the	DET
ajis02-3835	616	59	social	social	ADJ
ajis02-3835	616	60	prejudices	prejudice	NOUN
ajis02-3835	616	61	clifton	clifton	PROPN
ajis02-3835	616	62	,	,	PUNCT
ajis02-3835	616	63	glasmeier	glasmeier	NOUN
ajis02-3835	616	64	,	,	PUNCT
ajis02-3835	616	65	gray	gray	ADJ
ajis02-3835	616	66	,	,	PUNCT
ajis02-3835	616	67	2020	2020	NUM
ajis02-3835	616	68	ensuring	ensure	VERB
ajis02-3835	616	69	public	public	ADJ
ajis02-3835	616	70	policy	policy	NOUN
ajis02-3835	616	71	to	to	PART
ajis02-3835	616	72	bring	bring	VERB
ajis02-3835	616	73	trust	trust	NOUN
ajis02-3835	616	74	for	for	ADP
ajis02-3835	616	75	ai	ai	PROPN
ajis02-3835	616	76	systems	system	NOUN
ajis02-3835	616	77	and	and	CCONJ
ajis02-3835	616	78	societal	societal	ADJ
ajis02-3835	616	79	wellbeing	wellbeing	NOUN
ajis02-3835	616	80	and	and	CCONJ
ajis02-3835	616	81	fairness	fairness	NOUN
ajis02-3835	616	82	.	.	PUNCT
ajis02-3835	617	1	better	well	ADJ
ajis02-3835	617	2	ai	ai	VERB
ajis02-3835	617	3	policies	policy	NOUN
ajis02-3835	617	4	for	for	ADP
ajis02-3835	617	5	gender	gender	NOUN
ajis02-3835	617	6	bias	bias	NOUN
ajis02-3835	617	7	affectee	affectee	PROPN
ajis02-3835	617	8	clifton	clifton	PROPN
ajis02-3835	617	9	,	,	PUNCT
ajis02-3835	617	10	glasmeier	glasmeier	NOUN
ajis02-3835	617	11	,	,	PUNCT
ajis02-3835	617	12	gray	gray	ADJ
ajis02-3835	617	13	,	,	PUNCT
ajis02-3835	617	14	2020	2020	NUM
ajis02-3835	617	15	to	to	PART
ajis02-3835	617	16	comply	comply	VERB
ajis02-3835	617	17	with	with	ADP
ajis02-3835	617	18	the	the	DET
ajis02-3835	617	19	rules	rule	NOUN
ajis02-3835	617	20	that	that	PRON
ajis02-3835	617	21	protect	protect	VERB
ajis02-3835	617	22	fundamental	fundamental	ADJ
ajis02-3835	617	23	rights	right	NOUN
ajis02-3835	617	24	miron	miron	PROPN
ajis02-3835	617	25	et	et	PROPN
ajis02-3835	617	26	al	al	PROPN
ajis02-3835	617	27	.	.	PROPN
ajis02-3835	617	28	,	,	PUNCT
ajis02-3835	617	29	2020	2020	NUM
ajis02-3835	617	30	copyright	copyright	NOUN
ajis02-3835	617	31	:	:	PUNCT
ajis02-3835	617	32	©	©	PROPN
ajis02-3835	617	33	2022	2022	NUM
ajis02-3835	617	34	authors	author	NOUN
ajis02-3835	617	35	.	.	PUNCT
ajis02-3835	618	1	this	this	PRON
ajis02-3835	618	2	is	be	AUX
ajis02-3835	618	3	an	an	DET
ajis02-3835	618	4	open	open	ADJ
ajis02-3835	618	5	-	-	PUNCT
ajis02-3835	618	6	access	access	NOUN
ajis02-3835	618	7	article	article	NOUN
ajis02-3835	618	8	distributed	distribute	VERB
ajis02-3835	618	9	under	under	ADP
ajis02-3835	618	10	the	the	DET
ajis02-3835	618	11	terms	term	NOUN
ajis02-3835	618	12	of	of	ADP
ajis02-3835	618	13	the	the	DET
ajis02-3835	618	14	creative	creative	ADJ
ajis02-3835	618	15	commons	common	NOUN
ajis02-3835	618	16	attribution	attribution	NOUN
ajis02-3835	618	17	-	-	PUNCT
ajis02-3835	618	18	noncommercial	noncommercial	ADJ
ajis02-3835	618	19	3.0	3.0	NUM
ajis02-3835	618	20	australia	australia	NOUN
ajis02-3835	618	21	license	license	NOUN
ajis02-3835	618	22	,	,	PUNCT
ajis02-3835	618	23	which	which	PRON
ajis02-3835	618	24	permits	permit	VERB
ajis02-3835	618	25	noncommercial	noncommercial	ADJ
ajis02-3835	618	26	use	use	NOUN
ajis02-3835	618	27	,	,	PUNCT
ajis02-3835	618	28	distribution	distribution	NOUN
ajis02-3835	618	29	,	,	PUNCT
ajis02-3835	618	30	and	and	CCONJ
ajis02-3835	618	31	reproduction	reproduction	NOUN
ajis02-3835	618	32	in	in	ADP
ajis02-3835	618	33	any	any	DET
ajis02-3835	618	34	medium	medium	NOUN
ajis02-3835	618	35	,	,	PUNCT
ajis02-3835	618	36	provided	provide	VERB
ajis02-3835	618	37	the	the	DET
ajis02-3835	618	38	original	original	ADJ
ajis02-3835	618	39	author	author	NOUN
ajis02-3835	618	40	and	and	CCONJ
ajis02-3835	618	41	ajis	ajis	ADV
ajis02-3835	618	42	are	be	AUX
ajis02-3835	618	43	credited	credit	VERB
ajis02-3835	618	44	.	.	PUNCT
ajis02-3835	619	1	doi	doi	NOUN
ajis02-3835	619	2	:	:	PUNCT
ajis02-3835	619	3	https://doi.org/10.3127/ajis.v26i0.3835	https://doi.org/10.3127/ajis.v26i0.3835	VERB
ajis02-3835	619	4	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NOUN
ajis02-3835	619	5	1	1	NUM
ajis02-3835	619	6	introduction	introduction	NOUN
ajis02-3835	619	7	2	2	NUM
ajis02-3835	619	8	foundational	foundational	ADJ
ajis02-3835	619	9	concepts	concept	NOUN
ajis02-3835	619	10	3	3	NUM
ajis02-3835	619	11	methodology	methodology	NOUN
ajis02-3835	619	12	3.1	3.1	NUM
ajis02-3835	619	13	search	search	NOUN
ajis02-3835	619	14	criteria	criterion	NOUN
ajis02-3835	619	15	3.2	3.2	NUM
ajis02-3835	619	16	selection	selection	NOUN
ajis02-3835	619	17	of	of	ADP
ajis02-3835	619	18	the	the	DET
ajis02-3835	619	19	articles	article	NOUN
ajis02-3835	619	20	3.3	3.3	NUM
ajis02-3835	619	21	analysis	analysis	NOUN
ajis02-3835	619	22	of	of	ADP
ajis02-3835	619	23	the	the	DET
ajis02-3835	619	24	selected	select	VERB
ajis02-3835	619	25	articles	article	NOUN
ajis02-3835	619	26	4	4	NUM
ajis02-3835	619	27	findings	finding	NOUN
ajis02-3835	619	28	of	of	ADP
ajis02-3835	619	29	the	the	DET
ajis02-3835	619	30	systematic	systematic	ADJ
ajis02-3835	619	31	literature	literature	NOUN
ajis02-3835	619	32	review	review	VERB
ajis02-3835	619	33	4.1	4.1	NUM
ajis02-3835	619	34	characteristics	characteristic	NOUN
ajis02-3835	619	35	and	and	CCONJ
ajis02-3835	619	36	contributing	contribute	VERB
ajis02-3835	619	37	factors	factor	NOUN
ajis02-3835	619	38	of	of	ADP
ajis02-3835	619	39	gender	gender	NOUN
ajis02-3835	619	40	bias	bias	NOUN
ajis02-3835	619	41	in	in	ADP
ajis02-3835	619	42	ai	ai	NOUN
ajis02-3835	619	43	-	-	PUNCT
ajis02-3835	619	44	based	base	VERB
ajis02-3835	619	45	decision	decision	NOUN
ajis02-3835	619	46	-	-	PUNCT
ajis02-3835	619	47	making	make	VERB
ajis02-3835	619	48	systems	system	NOUN
ajis02-3835	619	49	4.1.1	4.1.1	NUM
ajis02-3835	619	50	design	design	NOUN
ajis02-3835	619	51	and	and	CCONJ
ajis02-3835	619	52	implementation	implementation	NOUN
ajis02-3835	619	53	characteristics	characteristic	NOUN
ajis02-3835	619	54	4.1.2	4.1.2	NUM
ajis02-3835	619	55	institutional	institutional	ADJ
ajis02-3835	619	56	characteristics	characteristic	NOUN
ajis02-3835	619	57	4.1.3	4.1.3	NUM
ajis02-3835	619	58	societal	societal	ADJ
ajis02-3835	619	59	characteristics	characteristic	NOUN
ajis02-3835	619	60	4.2	4.2	NUM
ajis02-3835	619	61	approaches	approach	NOUN
ajis02-3835	619	62	to	to	ADP
ajis02-3835	619	63	mitigating	mitigate	VERB
ajis02-3835	619	64	gender	gender	NOUN
ajis02-3835	619	65	bias	bias	NOUN
ajis02-3835	619	66	in	in	ADP
ajis02-3835	619	67	ai	ai	NOUN
ajis02-3835	619	68	-	-	PUNCT
ajis02-3835	619	69	based	base	VERB
ajis02-3835	619	70	decision	decision	NOUN
ajis02-3835	619	71	-	-	PUNCT
ajis02-3835	619	72	making	make	VERB
ajis02-3835	619	73	systems	system	NOUN
ajis02-3835	619	74	4.2.1	4.2.1	NOUN
ajis02-3835	619	75	ai	ai	VERB
ajis02-3835	619	76	technology	technology	NOUN
ajis02-3835	619	77	-	-	PUNCT
ajis02-3835	619	78	related	relate	VERB
ajis02-3835	619	79	approaches	approach	NOUN
ajis02-3835	619	80	4.2.2	4.2.2	NUM
ajis02-3835	619	81	fair	fair	ADJ
ajis02-3835	619	82	ai	ai	VERB
ajis02-3835	619	83	management	management	NOUN
ajis02-3835	619	84	approaches	approach	VERB
ajis02-3835	619	85	4.2.3	4.2.3	NUM
ajis02-3835	619	86	ai	ai	VERB
ajis02-3835	619	87	governance	governance	NOUN
ajis02-3835	619	88	and	and	CCONJ
ajis02-3835	619	89	regulatory	regulatory	ADJ
ajis02-3835	619	90	approaches	approach	NOUN
ajis02-3835	619	91	4.2.4	4.2.4	NUM
ajis02-3835	619	92	societal	societal	ADJ
ajis02-3835	619	93	and	and	CCONJ
ajis02-3835	619	94	community	community	NOUN
ajis02-3835	619	95	-	-	PUNCT
ajis02-3835	619	96	focused	focus	VERB
ajis02-3835	619	97	approaches	approach	NOUN
ajis02-3835	619	98	5	5	NUM
ajis02-3835	619	99	discussion	discussion	NOUN
ajis02-3835	619	100	and	and	CCONJ
ajis02-3835	619	101	contributions	contribution	NOUN
ajis02-3835	619	102	6	6	NUM
ajis02-3835	619	103	future	future	ADJ
ajis02-3835	619	104	research	research	NOUN
ajis02-3835	619	105	7	7	NUM
ajis02-3835	619	106	concluding	conclude	VERB
ajis02-3835	619	107	remarks	remark	NOUN
ajis02-3835	619	108	and	and	CCONJ
ajis02-3835	619	109	study	study	NOUN
ajis02-3835	619	110	limitations	limitation	NOUN