id	sid	tid	token	lemma	pos
spir-12208	1	1	selected	select	VERB
spir-12208	1	2	papers	paper	NOUN
spir-12208	1	3	of	of	ADP
spir-12208	1	4	#	#	SYM
spir-12208	1	5	aoir2021	aoir2021	NOUN
spir-12208	1	6	:	:	PUNCT
spir-12208	1	7	the	the	DET
spir-12208	1	8	22nd	22nd	ADJ
spir-12208	1	9	annual	annual	ADJ
spir-12208	1	10	conference	conference	NOUN
spir-12208	1	11	of	of	ADP
spir-12208	1	12	the	the	DET
spir-12208	1	13	association	association	NOUN
spir-12208	1	14	of	of	ADP
spir-12208	1	15	internet	internet	NOUN
spir-12208	1	16	researchers	researcher	NOUN
spir-12208	1	17	virtual	virtual	ADJ
spir-12208	1	18	event	event	NOUN
spir-12208	1	19	/	/	SYM
spir-12208	1	20	13	13	NUM
spir-12208	1	21	-	-	SYM
spir-12208	1	22	16	16	NUM
spir-12208	1	23	oct	oct	PROPN
spir-12208	1	24	2021	2021	NUM
spir-12208	1	25	suggested	suggest	VERB
spir-12208	1	26	citation	citation	NOUN
spir-12208	1	27	(	(	PUNCT
spir-12208	1	28	apa	apa	PROPN
spir-12208	1	29	):	):	PUNCT
spir-12208	1	30	matamoros	matamoros	PROPN
spir-12208	1	31	-	-	PUNCT
spir-12208	1	32	fernandez	fernandez	PROPN
spir-12208	1	33	,	,	PUNCT
spir-12208	1	34	a.	a.	NOUN
spir-12208	1	35	,	,	PUNCT
spir-12208	1	36	gray	gray	ADJ
spir-12208	1	37	,	,	PUNCT
spir-12208	1	38	j.	j.	PROPN
spir-12208	1	39	,	,	PUNCT
spir-12208	1	40	bartolo	bartolo	PROPN
spir-12208	1	41	,	,	PUNCT
spir-12208	1	42	l.	l.	PROPN
spir-12208	1	43	,	,	PUNCT
spir-12208	1	44	burgess	burgess	PROPN
spir-12208	1	45	,	,	PUNCT
spir-12208	1	46	j.	j.	PROPN
spir-12208	1	47	,	,	PUNCT
spir-12208	1	48	and	and	CCONJ
spir-12208	1	49	suzor	suzor	NOUN
spir-12208	1	50	,	,	PUNCT
spir-12208	1	51	n.	n.	NOUN
spir-12208	1	52	(	(	PUNCT
spir-12208	1	53	2021	2021	NUM
spir-12208	1	54	,	,	PUNCT
spir-12208	1	55	october	october	PROPN
spir-12208	1	56	)	)	PUNCT
spir-12208	1	57	.	.	PUNCT
spir-12208	2	1	what	what	PRON
spir-12208	2	2	’s	’	VERB
spir-12208	2	3	‘	'	PUNCT
spir-12208	2	4	up	up	ADV
spir-12208	2	5	next	next	ADV
spir-12208	2	6	’	'	PUNCT
spir-12208	2	7	?	?	PUNCT
spir-12208	3	1	investigating	investigate	VERB
spir-12208	3	2	algorithmic	algorithmic	ADJ
spir-12208	3	3	recommendations	recommendation	NOUN
spir-12208	3	4	on	on	ADP
spir-12208	3	5	youtube	youtube	NOUN
spir-12208	3	6	across	across	ADP
spir-12208	3	7	issues	issue	NOUN
spir-12208	3	8	and	and	CCONJ
spir-12208	3	9	over	over	ADP
spir-12208	3	10	time	time	NOUN
spir-12208	3	11	.	.	PUNCT
spir-12208	4	1	paper	paper	NOUN
spir-12208	4	2	presented	present	VERB
spir-12208	4	3	at	at	ADP
spir-12208	4	4	aoir	aoir	NOUN
spir-12208	4	5	2021	2021	NUM
spir-12208	4	6	:	:	PUNCT
spir-12208	4	7	the	the	DET
spir-12208	4	8	22nd	22nd	ADJ
spir-12208	4	9	annual	annual	ADJ
spir-12208	4	10	conference	conference	NOUN
spir-12208	4	11	of	of	ADP
spir-12208	4	12	the	the	DET
spir-12208	4	13	association	association	NOUN
spir-12208	4	14	of	of	ADP
spir-12208	4	15	internet	internet	NOUN
spir-12208	4	16	researchers	researcher	NOUN
spir-12208	4	17	.	.	PUNCT
spir-12208	5	1	virtual	virtual	ADJ
spir-12208	5	2	event	event	NOUN
spir-12208	5	3	:	:	PUNCT
spir-12208	5	4	aoir	aoir	NOUN
spir-12208	5	5	.	.	PUNCT
spir-12208	5	6	retrieved	retrieve	VERB
spir-12208	5	7	from	from	ADP
spir-12208	5	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12208	5	9	.	.	PUNCT
spir-12208	6	1	what	what	PRON
spir-12208	6	2	’s	’	VERB
spir-12208	6	3	‘	'	PUNCT
spir-12208	6	4	up	up	ADV
spir-12208	6	5	next	next	ADV
spir-12208	6	6	’	'	PUNCT
spir-12208	6	7	?	?	PUNCT
spir-12208	7	1	investigating	investigate	VERB
spir-12208	7	2	algorithmic	algorithmic	ADJ
spir-12208	7	3	recommendations	recommendation	NOUN
spir-12208	7	4	on	on	ADP
spir-12208	7	5	youtube	youtube	NOUN
spir-12208	7	6	across	across	ADP
spir-12208	7	7	issues	issue	NOUN
spir-12208	7	8	and	and	CCONJ
spir-12208	7	9	over	over	ADP
spir-12208	7	10	time	time	NOUN
spir-12208	7	11	ariadna	ariadna	PROPN
spir-12208	7	12	matamoros	matamoros	PROPN
spir-12208	7	13	-	-	PUNCT
spir-12208	7	14	fernandez	fernandez	PROPN
spir-12208	7	15	queensland	queensland	PROPN
spir-12208	7	16	university	university	PROPN
spir-12208	7	17	of	of	ADP
spir-12208	7	18	technology	technology	PROPN
spir-12208	7	19	joanne	joanne	PROPN
spir-12208	7	20	e.	e.	PROPN
spir-12208	7	21	gray	gray	PROPN
spir-12208	7	22	queensland	queensland	PROPN
spir-12208	7	23	university	university	PROPN
spir-12208	7	24	of	of	ADP
spir-12208	7	25	technology	technology	PROPN
spir-12208	7	26	louisa	louisa	PROPN
spir-12208	7	27	bartolo	bartolo	PROPN
spir-12208	7	28	queensland	queensland	PROPN
spir-12208	7	29	university	university	PROPN
spir-12208	7	30	of	of	ADP
spir-12208	7	31	technology	technology	PROPN
spir-12208	7	32	jean	jean	PROPN
spir-12208	7	33	burgess	burgess	PROPN
spir-12208	7	34	queensland	queensland	PROPN
spir-12208	7	35	university	university	PROPN
spir-12208	7	36	of	of	ADP
spir-12208	7	37	technology	technology	PROPN
spir-12208	7	38	nicolas	nicolas	PROPN
spir-12208	7	39	suzor	suzor	PROPN
spir-12208	7	40	queensland	queensland	PROPN
spir-12208	7	41	university	university	PROPN
spir-12208	7	42	of	of	ADP
spir-12208	7	43	technology	technology	NOUN
spir-12208	7	44	introduction	introduction	NOUN
spir-12208	7	45	algorithms	algorithm	NOUN
spir-12208	7	46	play	play	VERB
spir-12208	7	47	a	a	DET
spir-12208	7	48	pivotal	pivotal	ADJ
spir-12208	7	49	role	role	NOUN
spir-12208	7	50	in	in	ADP
spir-12208	7	51	influencing	influence	VERB
spir-12208	7	52	users	user	NOUN
spir-12208	7	53	’	'	PUNCT
spir-12208	7	54	exposure	exposure	NOUN
spir-12208	7	55	to	to	ADP
spir-12208	7	56	a	a	DET
spir-12208	7	57	range	range	NOUN
spir-12208	7	58	of	of	ADP
spir-12208	7	59	diverse	diverse	ADJ
spir-12208	7	60	media	medium	NOUN
spir-12208	7	61	content	content	NOUN
spir-12208	7	62	and	and	CCONJ
spir-12208	7	63	information	information	NOUN
spir-12208	7	64	sources	source	NOUN
spir-12208	7	65	,	,	PUNCT
spir-12208	7	66	which	which	PRON
spir-12208	7	67	is	be	AUX
spir-12208	7	68	critical	critical	ADJ
spir-12208	7	69	for	for	ADP
spir-12208	7	70	a	a	DET
spir-12208	7	71	media	media	NOUN
spir-12208	7	72	environment	environment	NOUN
spir-12208	7	73	supportive	supportive	ADJ
spir-12208	7	74	of	of	ADP
spir-12208	7	75	deliberative	deliberative	ADJ
spir-12208	7	76	democracy	democracy	NOUN
spir-12208	7	77	(	(	PUNCT
spir-12208	7	78	helberger	helberger	NOUN
spir-12208	7	79	,	,	PUNCT
spir-12208	7	80	2012	2012	NUM
spir-12208	7	81	)	)	PUNCT
spir-12208	7	82	.	.	PUNCT
spir-12208	8	1	scholars	scholar	NOUN
spir-12208	8	2	have	have	AUX
spir-12208	8	3	argued	argue	VERB
spir-12208	8	4	that	that	SCONJ
spir-12208	8	5	platforms	platform	NOUN
spir-12208	8	6	’	'	PUNCT
spir-12208	8	7	focus	focus	VERB
spir-12208	8	8	on	on	ADP
spir-12208	8	9	maximising	maximise	VERB
spir-12208	8	10	‘	'	PUNCT
spir-12208	8	11	engagement	engagement	NOUN
spir-12208	8	12	’	'	PUNCT
spir-12208	8	13	can	can	AUX
spir-12208	8	14	limit	limit	VERB
spir-12208	8	15	user	user	NOUN
spir-12208	8	16	exposure	exposure	NOUN
spir-12208	8	17	to	to	ADP
spir-12208	8	18	different	different	ADJ
spir-12208	8	19	points	point	NOUN
spir-12208	8	20	of	of	ADP
spir-12208	8	21	view	view	NOUN
spir-12208	8	22	(	(	PUNCT
spir-12208	8	23	e.g.	e.g.	ADV
spir-12208	8	24	pariser	pariser	NOUN
spir-12208	8	25	,	,	PUNCT
spir-12208	8	26	2011	2011	NUM
spir-12208	8	27	)	)	PUNCT
spir-12208	8	28	;	;	PUNCT
spir-12208	8	29	while	while	SCONJ
spir-12208	8	30	others	other	NOUN
spir-12208	8	31	suggest	suggest	VERB
spir-12208	8	32	that	that	SCONJ
spir-12208	8	33	excessive	excessive	ADJ
spir-12208	8	34	concern	concern	NOUN
spir-12208	8	35	about	about	ADP
spir-12208	8	36	personalisation	personalisation	NOUN
spir-12208	8	37	limiting	limit	VERB
spir-12208	8	38	users	user	NOUN
spir-12208	8	39	’	'	PUNCT
spir-12208	8	40	exposure	exposure	NOUN
spir-12208	8	41	to	to	ADP
spir-12208	8	42	diverse	diverse	ADJ
spir-12208	8	43	content	content	NOUN
spir-12208	8	44	may	may	AUX
spir-12208	8	45	not	not	PART
spir-12208	8	46	be	be	AUX
spir-12208	8	47	warranted	warrant	VERB
spir-12208	8	48	(	(	PUNCT
spir-12208	8	49	e.g.	e.g.	ADV
spir-12208	8	50	möller	möller	NOUN
spir-12208	8	51	et	et	PROPN
spir-12208	8	52	al	al	PROPN
spir-12208	8	53	.	.	PROPN
spir-12208	8	54	,	,	PUNCT
spir-12208	8	55	2018	2018	NUM
spir-12208	8	56	)	)	PUNCT
spir-12208	8	57	.	.	PUNCT
spir-12208	9	1	the	the	DET
spir-12208	9	2	opacity	opacity	NOUN
spir-12208	9	3	of	of	ADP
spir-12208	9	4	algorithms	algorithm	NOUN
spir-12208	9	5	makes	make	VERB
spir-12208	9	6	it	it	PRON
spir-12208	9	7	difficult	difficult	ADJ
spir-12208	9	8	to	to	PART
spir-12208	9	9	reconcile	reconcile	VERB
spir-12208	9	10	these	these	DET
spir-12208	9	11	conflicting	conflicting	ADJ
spir-12208	9	12	views	view	NOUN
spir-12208	9	13	.	.	PUNCT
spir-12208	10	1	while	while	SCONJ
spir-12208	10	2	calls	call	VERB
spir-12208	10	3	for	for	ADP
spir-12208	10	4	greater	great	ADJ
spir-12208	10	5	transparency	transparency	NOUN
spir-12208	10	6	may	may	AUX
spir-12208	10	7	be	be	AUX
spir-12208	10	8	justified	justify	VERB
spir-12208	10	9	,	,	PUNCT
spir-12208	10	10	the	the	DET
spir-12208	10	11	complexities	complexity	NOUN
spir-12208	10	12	of	of	ADP
spir-12208	10	13	digital	digital	ADJ
spir-12208	10	14	platforms	platform	NOUN
spir-12208	10	15	pose	pose	VERB
spir-12208	10	16	unique	unique	ADJ
spir-12208	10	17	challenges	challenge	NOUN
spir-12208	10	18	that	that	PRON
spir-12208	10	19	complicate	complicate	VERB
spir-12208	10	20	the	the	DET
spir-12208	10	21	effectiveness	effectiveness	NOUN
spir-12208	10	22	of	of	ADP
spir-12208	10	23	transparency	transparency	NOUN
spir-12208	10	24	as	as	ADP
spir-12208	10	25	a	a	DET
spir-12208	10	26	tool	tool	NOUN
spir-12208	10	27	for	for	ADP
spir-12208	10	28	generating	generate	VERB
spir-12208	10	29	knowledge	knowledge	NOUN
spir-12208	10	30	about	about	ADP
spir-12208	10	31	“	"	PUNCT
spir-12208	10	32	what	what	PRON
spir-12208	10	33	is	be	AUX
spir-12208	10	34	hidden	hide	VERB
spir-12208	10	35	”	"	PUNCT
spir-12208	10	36	(	(	PUNCT
spir-12208	10	37	rieder	rieder	NOUN
spir-12208	10	38	&	&	CCONJ
spir-12208	10	39	hofmann	hofmann	PROPN
spir-12208	10	40	,	,	PUNCT
spir-12208	10	41	2020	2020	NUM
spir-12208	10	42	,	,	PUNCT
spir-12208	10	43	p.5	p.5	NOUN
spir-12208	10	44	)	)	PUNCT
spir-12208	10	45	.	.	PUNCT
spir-12208	11	1	these	these	DET
spir-12208	11	2	challenges	challenge	NOUN
spir-12208	11	3	have	have	AUX
spir-12208	11	4	motivated	motivate	VERB
spir-12208	11	5	a	a	DET
spir-12208	11	6	growing	grow	VERB
spir-12208	11	7	body	body	NOUN
spir-12208	11	8	of	of	ADP
spir-12208	11	9	empirical	empirical	ADJ
spir-12208	11	10	research	research	NOUN
spir-12208	11	11	interested	interested	ADJ
spir-12208	11	12	in	in	ADP
spir-12208	11	13	studying	study	VERB
spir-12208	11	14	algorithms	algorithm	NOUN
spir-12208	11	15	from	from	ADP
spir-12208	11	16	the	the	DET
spir-12208	11	17	outside	outside	NOUN
spir-12208	11	18	.	.	PUNCT
spir-12208	12	1	observability	observability	NOUN
spir-12208	12	2	has	have	AUX
spir-12208	12	3	been	be	AUX
spir-12208	12	4	proposed	propose	VERB
spir-12208	12	5	as	as	ADP
spir-12208	12	6	a	a	DET
spir-12208	12	7	path	path	NOUN
spir-12208	12	8	to	to	PART
spir-12208	12	9	deal	deal	VERB
spir-12208	12	10	“	"	PUNCT
spir-12208	12	11	systematically	systematically	ADV
spir-12208	12	12	with	with	ADP
spir-12208	12	13	the	the	DET
spir-12208	12	14	problem	problem	NOUN
spir-12208	12	15	of	of	ADP
spir-12208	12	16	studying	study	VERB
spir-12208	12	17	complex	complex	ADJ
spir-12208	12	18	algorithmic	algorithmic	ADJ
spir-12208	12	19	systems	system	NOUN
spir-12208	12	20	”	"	PUNCT
spir-12208	12	21	(	(	PUNCT
spir-12208	12	22	rieder	rieder	NOUN
spir-12208	12	23	&	&	CCONJ
spir-12208	12	24	hofmann	hofmann	PROPN
spir-12208	12	25	,	,	PUNCT
spir-12208	12	26	2020	2020	NUM
spir-12208	12	27	,	,	PUNCT
spir-12208	12	28	p.1	p.1	NOUN
spir-12208	12	29	)	)	PUNCT
spir-12208	12	30	.	.	PUNCT
spir-12208	13	1	conceptions	conception	NOUN
spir-12208	13	2	of	of	ADP
spir-12208	13	3	transparency	transparency	NOUN
spir-12208	13	4	suggest	suggest	VERB
spir-12208	13	5	an	an	DET
spir-12208	13	6	algorithm	algorithm	NOUN
spir-12208	13	7	is	be	AUX
spir-12208	13	8	a	a	DET
spir-12208	13	9	mathematical	mathematical	ADJ
spir-12208	13	10	formula	formula	NOUN
spir-12208	13	11	that	that	PRON
spir-12208	13	12	,	,	PUNCT
spir-12208	13	13	if	if	SCONJ
spir-12208	13	14	revealed	reveal	VERB
spir-12208	13	15	for	for	ADP
spir-12208	13	16	oversight	oversight	NOUN
spir-12208	13	17	,	,	PUNCT
spir-12208	13	18	could	could	AUX
spir-12208	13	19	improve	improve	VERB
spir-12208	13	20	understanding	understanding	NOUN
spir-12208	13	21	of	of	ADP
spir-12208	13	22	platforms	platform	NOUN
spir-12208	13	23	’	'	PUNCT
spir-12208	13	24	role	role	NOUN
spir-12208	13	25	in	in	ADP
spir-12208	13	26	media	medium	NOUN
spir-12208	13	27	diversity	diversity	NOUN
spir-12208	13	28	.	.	PUNCT
spir-12208	14	1	contrastingly	contrastingly	ADV
spir-12208	14	2	,	,	PUNCT
spir-12208	14	3	as	as	ADP
spir-12208	14	4	a	a	DET
spir-12208	14	5	regulatory	regulatory	ADJ
spir-12208	14	6	tool	tool	NOUN
spir-12208	14	7	,	,	PUNCT
spir-12208	14	8	observability	observability	NOUN
spir-12208	14	9	recognises	recognise	VERB
spir-12208	14	10	platform	platform	NOUN
spir-12208	14	11	algorithms	algorithm	NOUN
spir-12208	14	12	as	as	ADP
spir-12208	14	13	complex	complex	ADJ
spir-12208	14	14	socio	socio	NOUN
spir-12208	14	15	-	-	PUNCT
spir-12208	14	16	technical	technical	ADJ
spir-12208	14	17	systems	system	NOUN
spir-12208	14	18	.	.	PUNCT
spir-12208	15	1	algorithmic	algorithmic	ADJ
spir-12208	15	2	performance	performance	NOUN
spir-12208	15	3	,	,	PUNCT
spir-12208	15	4	particularly	particularly	ADV
spir-12208	15	5	of	of	ADP
spir-12208	15	6	those	those	PRON
spir-12208	15	7	that	that	PRON
spir-12208	15	8	use	use	VERB
spir-12208	15	9	deep	deep	ADJ
spir-12208	15	10	learning	learning	NOUN
spir-12208	15	11	models	model	NOUN
spir-12208	15	12	,	,	PUNCT
spir-12208	15	13	is	be	AUX
spir-12208	15	14	influenced	influence	VERB
spir-12208	15	15	by	by	ADP
spir-12208	15	16	multiple	multiple	ADJ
spir-12208	15	17	factors	factor	NOUN
spir-12208	15	18	:	:	PUNCT
spir-12208	15	19	design	design	NOUN
spir-12208	15	20	choices	choice	NOUN
spir-12208	15	21	;	;	PUNCT
spir-12208	15	22	built	build	VERB
spir-12208	15	23	-	-	PUNCT
spir-12208	15	24	in	in	ADP
spir-12208	15	25	randomness	randomness	NOUN
spir-12208	15	26	;	;	PUNCT
spir-12208	15	27	business	business	NOUN
spir-12208	15	28	practices	practice	NOUN
spir-12208	15	29	;	;	PUNCT
spir-12208	15	30	content	content	NOUN
spir-12208	15	31	creator	creator	NOUN
spir-12208	15	32	optimisation	optimisation	NOUN
spir-12208	15	33	tactics	tactic	NOUN
spir-12208	15	34	;	;	PUNCT
spir-12208	15	35	and	and	CCONJ
spir-12208	15	36	audience	audience	NOUN
spir-12208	15	37	practices	practice	NOUN
spir-12208	15	38	.	.	PUNCT
spir-12208	16	1	as	as	ADP
spir-12208	16	2	such	such	ADJ
spir-12208	16	3	,	,	PUNCT
spir-12208	16	4	rieder	rieder	NOUN
spir-12208	16	5	and	and	CCONJ
spir-12208	16	6	hofmann	hofmann	PROPN
spir-12208	16	7	(	(	PUNCT
spir-12208	16	8	2020	2020	NUM
spir-12208	16	9	)	)	PUNCT
spir-12208	16	10	advocate	advocate	NOUN
spir-12208	16	11	for	for	ADP
spir-12208	16	12	“	"	PUNCT
spir-12208	16	13	regulating	regulate	VERB
spir-12208	16	14	for	for	ADP
spir-12208	16	15	observability	observability	NOUN
spir-12208	16	16	”	"	PUNCT
spir-12208	16	17	(	(	PUNCT
spir-12208	16	18	p.	p.	NOUN
spir-12208	16	19	22	22	NUM
spir-12208	16	20	)	)	PUNCT
spir-12208	16	21	,	,	PUNCT
spir-12208	16	22	stressing	stress	VERB
spir-12208	16	23	the	the	DET
spir-12208	16	24	need	need	NOUN
spir-12208	16	25	to	to	PART
spir-12208	16	26	observe	observe	VERB
spir-12208	16	27	platform	platform	NOUN
spir-12208	16	28	performance	performance	NOUN
spir-12208	16	29	over	over	ADP
spir-12208	16	30	time	time	NOUN
spir-12208	16	31	(	(	PUNCT
spir-12208	16	32	p.	p.	NOUN
spir-12208	16	33	24	24	NUM
spir-12208	16	34	)	)	PUNCT
spir-12208	16	35	.	.	PUNCT
spir-12208	17	1	drawing	draw	VERB
spir-12208	17	2	on	on	ADP
spir-12208	17	3	the	the	DET
spir-12208	17	4	idea	idea	NOUN
spir-12208	17	5	of	of	ADP
spir-12208	17	6	platform	platform	NOUN
spir-12208	17	7	observability	observability	NOUN
spir-12208	17	8	,	,	PUNCT
spir-12208	17	9	this	this	DET
spir-12208	17	10	paper	paper	NOUN
spir-12208	17	11	combines	combine	VERB
spir-12208	17	12	computational	computational	ADJ
spir-12208	17	13	and	and	CCONJ
spir-12208	17	14	qualitative	qualitative	ADJ
spir-12208	17	15	methods	method	NOUN
spir-12208	17	16	to	to	PART
spir-12208	17	17	investigate	investigate	VERB
spir-12208	17	18	the	the	DET
spir-12208	17	19	types	type	NOUN
spir-12208	17	20	of	of	ADP
spir-12208	17	21	content	content	NOUN
spir-12208	17	22	youtube	youtube	PROPN
spir-12208	17	23	’s	’s	PART
spir-12208	17	24	‘	'	PUNCT
spir-12208	17	25	up	up	ADP
spir-12208	17	26	next	next	ADJ
spir-12208	17	27	’	'	PUNCT
spir-12208	17	28	feature	feature	NOUN
spir-12208	17	29	amplifies	amplify	VERB
spir-12208	17	30	over	over	ADP
spir-12208	17	31	time	time	NOUN
spir-12208	17	32	,	,	PUNCT
spir-12208	17	33	using	use	VERB
spir-12208	17	34	three	three	NUM
spir-12208	17	35	search	search	NOUN
spir-12208	17	36	terms	term	NOUN
spir-12208	17	37	associated	associate	VERB
spir-12208	17	38	with	with	ADP
spir-12208	17	39	sociocultural	sociocultural	ADJ
spir-12208	17	40	issues	issue	NOUN
spir-12208	17	41	for	for	ADP
spir-12208	17	42	which	which	PRON
spir-12208	17	43	concerns	concern	NOUN
spir-12208	17	44	have	have	AUX
spir-12208	17	45	been	be	AUX
spir-12208	17	46	raised	raise	VERB
spir-12208	17	47	about	about	ADP
spir-12208	17	48	youtube	youtube	NOUN
spir-12208	17	49	’s	’s	PART
spir-12208	17	50	role	role	NOUN
spir-12208	17	51	:	:	PUNCT
spir-12208	17	52	‘	'	PUNCT
spir-12208	17	53	coronavirus	coronavirus	NOUN
spir-12208	17	54	’	'	PUNCT
spir-12208	17	55	,	,	PUNCT
spir-12208	17	56	‘	'	PUNCT
spir-12208	17	57	feminism	feminism	NOUN
spir-12208	17	58	’	'	PUNCT
spir-12208	17	59	and	and	CCONJ
spir-12208	17	60	‘	'	PUNCT
spir-12208	17	61	beauty	beauty	NOUN
spir-12208	17	62	’	'	PUNCT
spir-12208	17	63	.	.	PUNCT
spir-12208	18	1	we	we	PRON
spir-12208	18	2	provide	provide	VERB
spir-12208	18	3	empirical	empirical	ADJ
spir-12208	18	4	evidence	evidence	NOUN
spir-12208	18	5	for	for	ADP
spir-12208	18	6	evaluating	evaluate	VERB
spir-12208	18	7	the	the	DET
spir-12208	18	8	claims	claim	NOUN
spir-12208	18	9	made	make	VERB
spir-12208	18	10	by	by	ADP
spir-12208	18	11	critics	critic	NOUN
spir-12208	18	12	and	and	CCONJ
spir-12208	18	13	the	the	DET
spir-12208	18	14	counterclaims	counterclaim	NOUN
spir-12208	18	15	made	make	VERB
spir-12208	18	16	by	by	ADP
spir-12208	18	17	youtube	youtube	NOUN
spir-12208	18	18	itself	itself	PRON
spir-12208	18	19	about	about	ADP
spir-12208	18	20	the	the	DET
spir-12208	18	21	function	function	NOUN
spir-12208	18	22	of	of	ADP
spir-12208	18	23	the	the	DET
spir-12208	18	24	platform	platform	NOUN
spir-12208	18	25	’s	’s	PART
spir-12208	18	26	‘	'	PUNCT
spir-12208	18	27	up	up	ADP
spir-12208	18	28	next	next	ADJ
spir-12208	18	29	’	'	PUNCT
spir-12208	18	30	feature	feature	NOUN
spir-12208	18	31	in	in	ADP
spir-12208	18	32	amplifying	amplifying	ADJ
spir-12208	18	33	problematic	problematic	ADJ
spir-12208	18	34	,	,	PUNCT
spir-12208	18	35	authoritative	authoritative	ADJ
spir-12208	18	36	,	,	PUNCT
spir-12208	18	37	or	or	CCONJ
spir-12208	18	38	diverse	diverse	ADJ
spir-12208	18	39	content	content	NOUN
spir-12208	18	40	.	.	PUNCT
spir-12208	19	1	method	method	VERB
spir-12208	19	2	over	over	ADP
spir-12208	19	3	six	six	NUM
spir-12208	19	4	weeks	week	NOUN
spir-12208	19	5	,	,	PUNCT
spir-12208	19	6	we	we	PRON
spir-12208	19	7	collected	collect	VERB
spir-12208	19	8	videos	video	NOUN
spir-12208	19	9	(	(	PUNCT
spir-12208	19	10	and	and	CCONJ
spir-12208	19	11	their	their	PRON
spir-12208	19	12	metadata	metadata	NOUN
spir-12208	19	13	)	)	PUNCT
spir-12208	19	14	that	that	PRON
spir-12208	19	15	were	be	AUX
spir-12208	19	16	highly	highly	ADV
spir-12208	19	17	ranked	rank	VERB
spir-12208	19	18	in	in	ADP
spir-12208	19	19	the	the	DET
spir-12208	19	20	search	search	NOUN
spir-12208	19	21	results	result	NOUN
spir-12208	19	22	for	for	ADP
spir-12208	19	23	our	our	PRON
spir-12208	19	24	three	three	NUM
spir-12208	19	25	keywords	keyword	NOUN
spir-12208	19	26	,	,	PUNCT
spir-12208	19	27	as	as	ADV
spir-12208	19	28	well	well	ADV
spir-12208	19	29	as	as	ADP
spir-12208	19	30	the	the	DET
spir-12208	19	31	top	top	ADJ
spir-12208	19	32	recommendations	recommendation	NOUN
spir-12208	19	33	associated	associate	VERB
spir-12208	19	34	with	with	ADP
spir-12208	19	35	these	these	DET
spir-12208	19	36	videos	video	NOUN
spir-12208	19	37	,	,	PUNCT
spir-12208	19	38	repeating	repeat	VERB
spir-12208	19	39	the	the	DET
spir-12208	19	40	exercise	exercise	NOUN
spir-12208	19	41	for	for	ADP
spir-12208	19	42	three	three	NUM
spir-12208	19	43	steps	step	NOUN
spir-12208	19	44	in	in	ADP
spir-12208	19	45	the	the	DET
spir-12208	19	46	recommendation	recommendation	NOUN
spir-12208	19	47	chain	chain	NOUN
spir-12208	19	48	.	.	PUNCT
spir-12208	20	1	we	we	PRON
spir-12208	20	2	then	then	ADV
spir-12208	20	3	examined	examine	VERB
spir-12208	20	4	patterns	pattern	NOUN
spir-12208	20	5	in	in	ADP
spir-12208	20	6	the	the	DET
spir-12208	20	7	recommended	recommend	VERB
spir-12208	20	8	videos	video	NOUN
spir-12208	20	9	(	(	PUNCT
spir-12208	20	10	and	and	CCONJ
spir-12208	20	11	channels	channel	NOUN
spir-12208	20	12	)	)	PUNCT
spir-12208	20	13	for	for	ADP
spir-12208	20	14	each	each	DET
spir-12208	20	15	query	query	NOUN
spir-12208	20	16	and	and	CCONJ
spir-12208	20	17	their	their	PRON
spir-12208	20	18	variation	variation	NOUN
spir-12208	20	19	over	over	ADP
spir-12208	20	20	time	time	NOUN
spir-12208	20	21	.	.	PUNCT
spir-12208	21	1	the	the	DET
spir-12208	21	2	following	follow	VERB
spir-12208	21	3	research	research	NOUN
spir-12208	21	4	questions	question	NOUN
spir-12208	21	5	informed	inform	VERB
spir-12208	21	6	our	our	PRON
spir-12208	21	7	analysis	analysis	NOUN
spir-12208	21	8	:	:	PUNCT
spir-12208	21	9	what	what	PRON
spir-12208	21	10	kind	kind	NOUN
spir-12208	21	11	of	of	ADP
spir-12208	21	12	media	medium	NOUN
spir-12208	21	13	does	do	AUX
spir-12208	21	14	youtube	youtube	NOUN
spir-12208	21	15	frequently	frequently	ADV
spir-12208	21	16	recommend	recommend	VERB
spir-12208	21	17	over	over	ADP
spir-12208	21	18	time	time	NOUN
spir-12208	21	19	in	in	ADP
spir-12208	21	20	relation	relation	NOUN
spir-12208	21	21	to	to	ADP
spir-12208	21	22	specific	specific	ADJ
spir-12208	21	23	socio	socio	NOUN
spir-12208	21	24	-	-	PUNCT
spir-12208	21	25	cultural	cultural	ADJ
spir-12208	21	26	topics	topic	NOUN
spir-12208	21	27	?	?	PUNCT
spir-12208	22	1	are	be	AUX
spir-12208	22	2	there	there	PRON
spir-12208	22	3	patterns	pattern	NOUN
spir-12208	22	4	that	that	PRON
spir-12208	22	5	can	can	AUX
spir-12208	22	6	help	help	AUX
spir-12208	22	7	answer	answer	VERB
spir-12208	22	8	longstanding	longstanding	ADJ
spir-12208	22	9	questions	question	NOUN
spir-12208	22	10	about	about	ADP
spir-12208	22	11	media	medium	NOUN
spir-12208	22	12	diversity	diversity	NOUN
spir-12208	22	13	?	?	PUNCT
spir-12208	23	1	are	be	AUX
spir-12208	23	2	there	there	PRON
spir-12208	23	3	patterns	pattern	NOUN
spir-12208	23	4	that	that	PRON
spir-12208	23	5	can	can	AUX
spir-12208	23	6	improve	improve	VERB
spir-12208	23	7	understanding	understanding	NOUN
spir-12208	23	8	of	of	ADP
spir-12208	23	9	youtube	youtube	NOUN
spir-12208	23	10	’s	’s	PART
spir-12208	23	11	operationalisation	operationalisation	NOUN
spir-12208	23	12	of	of	ADP
spir-12208	23	13	'	'	PUNCT
spir-12208	23	14	media	medium	NOUN
spir-12208	23	15	authority	authority	NOUN
spir-12208	23	16	'	'	PUNCT
spir-12208	23	17	?	?	PUNCT
spir-12208	24	1	our	our	PRON
spir-12208	24	2	approach	approach	NOUN
spir-12208	24	3	provides	provide	VERB
spir-12208	24	4	two	two	NUM
spir-12208	24	5	main	main	ADJ
spir-12208	24	6	vantage	vantage	NOUN
spir-12208	24	7	points	point	NOUN
spir-12208	24	8	from	from	ADP
spir-12208	24	9	which	which	PRON
spir-12208	24	10	to	to	PART
spir-12208	24	11	study	study	VERB
spir-12208	24	12	algorithmic	algorithmic	ADJ
spir-12208	24	13	cultures	culture	NOUN
spir-12208	24	14	:	:	PUNCT
spir-12208	24	15	as	as	SCONJ
spir-12208	24	16	time	time	NOUN
spir-12208	24	17	is	be	AUX
spir-12208	24	18	crucial	crucial	ADJ
spir-12208	24	19	to	to	ADP
spir-12208	24	20	platform	platform	NOUN
spir-12208	24	21	observability	observability	NOUN
spir-12208	24	22	,	,	PUNCT
spir-12208	24	23	we	we	PRON
spir-12208	24	24	examine	examine	VERB
spir-12208	24	25	recommendations	recommendation	NOUN
spir-12208	24	26	over	over	ADP
spir-12208	24	27	time	time	NOUN
spir-12208	24	28	,	,	PUNCT
spir-12208	24	29	moving	move	VERB
spir-12208	24	30	away	away	ADV
spir-12208	24	31	from	from	ADP
spir-12208	24	32	the	the	DET
spir-12208	24	33	“	"	PUNCT
spir-12208	24	34	snapshot	snapshot	ADJ
spir-12208	24	35	logic	logic	NOUN
spir-12208	24	36	”	"	PUNCT
spir-12208	24	37	underlying	underlie	VERB
spir-12208	24	38	many	many	ADJ
spir-12208	24	39	studies	study	NOUN
spir-12208	24	40	on	on	ADP
spir-12208	24	41	algorithmic	algorithmic	ADJ
spir-12208	24	42	accountability	accountability	NOUN
spir-12208	24	43	(	(	PUNCT
spir-12208	24	44	rieder	rieder	NOUN
spir-12208	24	45	&	&	CCONJ
spir-12208	24	46	hofmann	hofmann	PROPN
spir-12208	24	47	,	,	PUNCT
spir-12208	24	48	2020	2020	NUM
spir-12208	24	49	,	,	PUNCT
spir-12208	24	50	p.	p.	NOUN
spir-12208	24	51	7	7	NUM
spir-12208	24	52	)	)	PUNCT
spir-12208	24	53	;	;	PUNCT
spir-12208	24	54	and	and	CCONJ
spir-12208	24	55	because	because	SCONJ
spir-12208	24	56	‘	'	PUNCT
spir-12208	24	57	good	good	ADJ
spir-12208	24	58	’	'	PUNCT
spir-12208	24	59	recommendations	recommendation	NOUN
spir-12208	24	60	can	can	AUX
spir-12208	24	61	only	only	ADV
spir-12208	24	62	be	be	AUX
spir-12208	24	63	envisioned	envision	VERB
spir-12208	24	64	and	and	CCONJ
spir-12208	24	65	operationalised	operationalise	VERB
spir-12208	24	66	in	in	ADP
spir-12208	24	67	relation	relation	NOUN
spir-12208	24	68	to	to	ADP
spir-12208	24	69	specific	specific	ADJ
spir-12208	24	70	issue	issue	NOUN
spir-12208	24	71	domains	domain	NOUN
spir-12208	24	72	,	,	PUNCT
spir-12208	24	73	we	we	PRON
spir-12208	24	74	study	study	VERB
spir-12208	24	75	recommendations	recommendation	NOUN
spir-12208	24	76	across	across	ADP
spir-12208	24	77	specific	specific	ADJ
spir-12208	24	78	topics	topic	NOUN
spir-12208	24	79	(	(	PUNCT
spir-12208	24	80	rieder	rieder	NOUN
spir-12208	24	81	,	,	PUNCT
spir-12208	24	82	2020	2020	NUM
spir-12208	24	83	,	,	PUNCT
spir-12208	24	84	p.334	p.334	NUM
spir-12208	24	85	)	)	PUNCT
spir-12208	24	86	.	.	PUNCT
spir-12208	25	1	findings	finding	NOUN
spir-12208	25	2	we	we	PRON
spir-12208	25	3	found	find	VERB
spir-12208	25	4	significant	significant	ADJ
spir-12208	25	5	variation	variation	NOUN
spir-12208	25	6	in	in	ADP
spir-12208	25	7	recommended	recommend	VERB
spir-12208	25	8	videos	video	NOUN
spir-12208	25	9	(	(	PUNCT
spir-12208	25	10	content	content	NOUN
spir-12208	25	11	diversity	diversity	NOUN
spir-12208	25	12	)	)	PUNCT
spir-12208	25	13	over	over	ADP
spir-12208	25	14	time	time	NOUN
spir-12208	25	15	and	and	CCONJ
spir-12208	25	16	across	across	ADP
spir-12208	25	17	queries	query	NOUN
spir-12208	25	18	.	.	PUNCT
spir-12208	26	1	this	this	DET
spir-12208	26	2	finding	finding	NOUN
spir-12208	26	3	aligns	align	VERB
spir-12208	26	4	with	with	ADP
spir-12208	26	5	the	the	DET
spir-12208	26	6	company	company	NOUN
spir-12208	26	7	’s	’s	PART
spir-12208	26	8	commitment	commitment	NOUN
spir-12208	26	9	to	to	ADP
spir-12208	26	10	“	"	PUNCT
spir-12208	26	11	diversification	diversification	NOUN
spir-12208	26	12	”	"	PUNCT
spir-12208	26	13	in	in	ADP
spir-12208	26	14	the	the	DET
spir-12208	26	15	‘	'	PUNCT
spir-12208	26	16	up	up	ADP
spir-12208	26	17	next	next	ADJ
spir-12208	26	18	’	'	PUNCT
spir-12208	26	19	section	section	NOUN
spir-12208	26	20	(	(	PUNCT
spir-12208	26	21	davidson	davidson	NOUN
spir-12208	26	22	et	et	PROPN
spir-12208	26	23	al	al	PROPN
spir-12208	26	24	.	.	PROPN
spir-12208	26	25	,	,	PUNCT
spir-12208	26	26	2010	2010	NUM
spir-12208	26	27	)	)	PUNCT
spir-12208	26	28	.	.	PUNCT
spir-12208	27	1	yet	yet	ADV
spir-12208	27	2	,	,	PUNCT
spir-12208	27	3	we	we	PRON
spir-12208	27	4	also	also	ADV
spir-12208	27	5	found	find	VERB
spir-12208	27	6	youtube	youtube	NOUN
spir-12208	27	7	clearly	clearly	ADV
spir-12208	27	8	prioritises	prioritise	VERB
spir-12208	27	9	certain	certain	ADJ
spir-12208	27	10	channels	channel	NOUN
spir-12208	27	11	(	(	PUNCT
spir-12208	27	12	source	source	NOUN
spir-12208	27	13	diversity	diversity	NOUN
spir-12208	27	14	)	)	PUNCT
spir-12208	27	15	over	over	ADP
spir-12208	27	16	time	time	NOUN
spir-12208	27	17	and	and	CCONJ
spir-12208	27	18	across	across	ADP
spir-12208	27	19	steps	step	NOUN
spir-12208	27	20	,	,	PUNCT
spir-12208	27	21	which	which	PRON
spir-12208	27	22	provided	provide	VERB
spir-12208	27	23	important	important	ADJ
spir-12208	27	24	insights	insight	NOUN
spir-12208	27	25	into	into	ADP
spir-12208	27	26	how	how	SCONJ
spir-12208	27	27	youtube	youtube	NOUN
spir-12208	27	28	operationalises	operationalise	NOUN
spir-12208	27	29	“	"	PUNCT
spir-12208	27	30	authoritativeness	authoritativeness	NOUN
spir-12208	27	31	”	"	PUNCT
spir-12208	27	32	in	in	ADP
spir-12208	27	33	practice	practice	NOUN
spir-12208	27	34	.	.	PUNCT
spir-12208	28	1	us	we	PRON
spir-12208	28	2	channels	channel	NOUN
spir-12208	28	3	dominated	dominate	VERB
spir-12208	28	4	across	across	ADP
spir-12208	28	5	queries	query	NOUN
spir-12208	28	6	,	,	PUNCT
spir-12208	28	7	down	down	ADP
spir-12208	28	8	the	the	DET
spir-12208	28	9	chains	chain	NOUN
spir-12208	28	10	,	,	PUNCT
spir-12208	28	11	and	and	CCONJ
spir-12208	28	12	over	over	ADP
spir-12208	28	13	time	time	NOUN
spir-12208	28	14	,	,	PUNCT
spir-12208	28	15	highlighting	highlight	VERB
spir-12208	28	16	the	the	DET
spir-12208	28	17	cultural	cultural	ADJ
spir-12208	28	18	dominance	dominance	NOUN
spir-12208	28	19	of	of	ADP
spir-12208	28	20	the	the	DET
spir-12208	28	21	us	us	PROPN
spir-12208	28	22	on	on	ADP
spir-12208	28	23	youtube	youtube	NOUN
spir-12208	28	24	(	(	PUNCT
spir-12208	28	25	rieder	rieder	NOUN
spir-12208	28	26	et	et	PROPN
spir-12208	28	27	al	al	PROPN
spir-12208	28	28	.	.	PROPN
spir-12208	28	29	,	,	PUNCT
spir-12208	28	30	2020	2020	NUM
spir-12208	28	31	)	)	PUNCT
spir-12208	28	32	.	.	PUNCT
spir-12208	29	1	our	our	PRON
spir-12208	29	2	data	datum	NOUN
spir-12208	29	3	also	also	ADV
spir-12208	29	4	suggests	suggest	VERB
spir-12208	29	5	that	that	SCONJ
spir-12208	29	6	youtube	youtube	NOUN
spir-12208	29	7	makes	make	VERB
spir-12208	29	8	decisions	decision	NOUN
spir-12208	29	9	to	to	PART
spir-12208	29	10	categorise	categorise	VERB
spir-12208	29	11	certain	certain	ADJ
spir-12208	29	12	topics	topic	NOUN
spir-12208	29	13	deemed	deem	VERB
spir-12208	29	14	societally	societally	ADV
spir-12208	29	15	significant	significant	ADJ
spir-12208	29	16	and	and	CCONJ
spir-12208	29	17	truth	truth	NOUN
spir-12208	29	18	-	-	PUNCT
spir-12208	29	19	oriented	orient	VERB
spir-12208	29	20	enough	enough	ADV
spir-12208	29	21	for	for	ADP
spir-12208	29	22	heavyheaded	heavyheade	VERB
spir-12208	29	23	platform	platform	NOUN
spir-12208	29	24	intervention	intervention	NOUN
spir-12208	29	25	(	(	PUNCT
spir-12208	29	26	e.g.	e.g.	ADV
spir-12208	29	27	vaccination	vaccination	NOUN
spir-12208	29	28	,	,	PUNCT
spir-12208	29	29	climate	climate	NOUN
spir-12208	29	30	change	change	NOUN
spir-12208	29	31	,	,	PUNCT
spir-12208	29	32	elections	election	NOUN
spir-12208	29	33	)	)	PUNCT
spir-12208	29	34	,	,	PUNCT
spir-12208	29	35	while	while	SCONJ
spir-12208	29	36	others	other	NOUN
spir-12208	29	37	(	(	PUNCT
spir-12208	29	38	e.g.	e.g.	ADV
spir-12208	29	39	gender	gender	NOUN
spir-12208	29	40	politics	politic	NOUN
spir-12208	29	41	and	and	CCONJ
spir-12208	29	42	beauty	beauty	NOUN
spir-12208	29	43	)	)	PUNCT
spir-12208	29	44	are	be	AUX
spir-12208	29	45	less	less	ADV
spir-12208	29	46	regulated	regulate	VERB
spir-12208	29	47	by	by	ADP
spir-12208	29	48	youtube	youtube	NOUN
spir-12208	29	49	.	.	PUNCT
spir-12208	30	1	while	while	SCONJ
spir-12208	30	2	youtube	youtube	NOUN
spir-12208	30	3	might	might	AUX
spir-12208	30	4	be	be	AUX
spir-12208	30	5	committed	commit	VERB
spir-12208	30	6	to	to	ADP
spir-12208	30	7	offering	offer	VERB
spir-12208	30	8	video	video	NOUN
spir-12208	30	9	diversity	diversity	NOUN
spir-12208	30	10	in	in	ADP
spir-12208	30	11	the	the	DET
spir-12208	30	12	‘	'	PUNCT
spir-12208	30	13	up	up	ADP
spir-12208	30	14	next	next	ADJ
spir-12208	30	15	’	'	PUNCT
spir-12208	30	16	section	section	NOUN
spir-12208	30	17	,	,	PUNCT
spir-12208	30	18	we	we	PRON
spir-12208	30	19	found	find	VERB
spir-12208	30	20	that	that	SCONJ
spir-12208	30	21	the	the	DET
spir-12208	30	22	videos	video	NOUN
spir-12208	30	23	most	most	ADV
spir-12208	30	24	recommended	recommend	VERB
spir-12208	30	25	for	for	SCONJ
spir-12208	30	26	each	each	PRON
spir-12208	30	27	of	of	ADP
spir-12208	30	28	our	our	PRON
spir-12208	30	29	queries	query	NOUN
spir-12208	30	30	did	do	AUX
spir-12208	30	31	not	not	PART
spir-12208	30	32	feature	feature	VERB
spir-12208	30	33	a	a	DET
spir-12208	30	34	breadth	breadth	NOUN
spir-12208	30	35	of	of	ADP
spir-12208	30	36	genres	genre	NOUN
spir-12208	30	37	,	,	PUNCT
spir-12208	30	38	viewpoints	viewpoint	NOUN
spir-12208	30	39	,	,	PUNCT
spir-12208	30	40	or	or	CCONJ
spir-12208	30	41	framings	framing	NOUN
spir-12208	30	42	.	.	PUNCT
spir-12208	31	1	for	for	ADP
spir-12208	31	2	‘	'	PUNCT
spir-12208	31	3	beauty	beauty	NOUN
spir-12208	31	4	’	'	PUNCT
spir-12208	31	5	,	,	PUNCT
spir-12208	31	6	youtube	youtube	PROPN
spir-12208	31	7	’s	’s	PART
spir-12208	31	8	‘	'	PUNCT
spir-12208	31	9	up	up	ADP
spir-12208	31	10	next	next	ADJ
spir-12208	31	11	’	'	PUNCT
spir-12208	31	12	section	section	NOUN
spir-12208	31	13	favoured	favour	VERB
spir-12208	31	14	channels	channel	NOUN
spir-12208	31	15	uploading	upload	VERB
spir-12208	31	16	highly	highly	ADV
spir-12208	31	17	stereotyped	stereotype	VERB
spir-12208	31	18	,	,	PUNCT
spir-12208	31	19	commercialised	commercialise	VERB
spir-12208	31	20	and	and	CCONJ
spir-12208	31	21	gendered	gendere	VERB
spir-12208	31	22	content	content	NOUN
spir-12208	31	23	,	,	PUNCT
spir-12208	31	24	and	and	CCONJ
spir-12208	31	25	for	for	ADP
spir-12208	31	26	‘	'	PUNCT
spir-12208	31	27	feminism	feminism	NOUN
spir-12208	31	28	’	'	PUNCT
spir-12208	31	29	it	it	PRON
spir-12208	31	30	prioritised	prioritise	VERB
spir-12208	31	31	channels	channel	NOUN
spir-12208	31	32	run	run	VERB
spir-12208	31	33	by	by	ADP
spir-12208	31	34	male	male	ADJ
spir-12208	31	35	youtubers	youtuber	NOUN
spir-12208	31	36	with	with	ADP
spir-12208	31	37	strong	strong	ADJ
spir-12208	31	38	anti	anti	ADJ
spir-12208	31	39	-	-	ADJ
spir-12208	31	40	feminist	feminist	ADJ
spir-12208	31	41	views	view	NOUN
spir-12208	31	42	.	.	PUNCT
spir-12208	32	1	these	these	DET
spir-12208	32	2	findings	finding	NOUN
spir-12208	32	3	indicate	indicate	VERB
spir-12208	32	4	that	that	SCONJ
spir-12208	32	5	youtube	youtube	NOUN
spir-12208	32	6	has	have	AUX
spir-12208	32	7	not	not	PART
spir-12208	32	8	effectively	effectively	ADV
spir-12208	32	9	addressed	address	VERB
spir-12208	32	10	content	content	NOUN
spir-12208	32	11	diversity	diversity	NOUN
spir-12208	32	12	from	from	ADP
spir-12208	32	13	a	a	DET
spir-12208	32	14	social	social	ADJ
spir-12208	32	15	perspective	perspective	NOUN
spir-12208	32	16	(	(	PUNCT
spir-12208	32	17	failing	fail	VERB
spir-12208	32	18	to	to	PART
spir-12208	32	19	attend	attend	VERB
spir-12208	32	20	to	to	ADP
spir-12208	32	21	factors	factor	NOUN
spir-12208	32	22	such	such	ADJ
spir-12208	32	23	as	as	ADP
spir-12208	32	24	race	race	NOUN
spir-12208	32	25	,	,	PUNCT
spir-12208	32	26	gender	gender	NOUN
spir-12208	32	27	,	,	PUNCT
spir-12208	32	28	nationality	nationality	NOUN
spir-12208	32	29	,	,	PUNCT
spir-12208	32	30	sexuality	sexuality	NOUN
spir-12208	32	31	and	and	CCONJ
spir-12208	32	32	ability	ability	NOUN
spir-12208	32	33	)	)	PUNCT
spir-12208	32	34	.	.	PUNCT
spir-12208	33	1	our	our	PRON
spir-12208	33	2	findings	finding	NOUN
spir-12208	33	3	show	show	VERB
spir-12208	33	4	a	a	DET
spir-12208	33	5	clear	clear	ADJ
spir-12208	33	6	correlation	correlation	NOUN
spir-12208	33	7	between	between	ADP
spir-12208	33	8	frequently	frequently	ADV
spir-12208	33	9	recommended	recommend	VERB
spir-12208	33	10	channels	channel	NOUN
spir-12208	33	11	and	and	CCONJ
spir-12208	33	12	popularity	popularity	NOUN
spir-12208	33	13	and	and	CCONJ
spir-12208	33	14	‘	'	PUNCT
spir-12208	33	15	freshness	freshness	NOUN
spir-12208	33	16	’	'	PUNCT
spir-12208	33	17	(	(	PUNCT
spir-12208	33	18	youtube	youtube	NOUN
spir-12208	33	19	’s	’s	PART
spir-12208	33	20	proxies	proxy	NOUN
spir-12208	33	21	for	for	ADP
spir-12208	33	22	‘	'	PUNCT
spir-12208	33	23	quality	quality	NOUN
spir-12208	33	24	’	'	PUNCT
spir-12208	33	25	)	)	PUNCT
spir-12208	33	26	.	.	PUNCT
spir-12208	34	1	however	however	ADV
spir-12208	34	2	,	,	PUNCT
spir-12208	34	3	platform	platform	NOUN
spir-12208	34	4	and	and	CCONJ
spir-12208	34	5	issue	issue	NOUN
spir-12208	34	6	vernaculars	vernacular	NOUN
spir-12208	34	7	(	(	PUNCT
spir-12208	34	8	gibbs	gibbs	PROPN
spir-12208	34	9	et	et	PROPN
spir-12208	34	10	al	al	PROPN
spir-12208	34	11	.	.	PROPN
spir-12208	34	12	,	,	PUNCT
spir-12208	34	13	2015	2015	NUM
spir-12208	34	14	)	)	PUNCT
spir-12208	34	15	also	also	ADV
spir-12208	34	16	play	play	VERB
spir-12208	34	17	a	a	DET
spir-12208	34	18	role	role	NOUN
spir-12208	34	19	in	in	ADP
spir-12208	34	20	influencing	influence	VERB
spir-12208	34	21	what	what	PRON
spir-12208	34	22	was	be	AUX
spir-12208	34	23	recommended	recommend	VERB
spir-12208	34	24	for	for	ADP
spir-12208	34	25	each	each	DET
spir-12208	34	26	query	query	NOUN
spir-12208	34	27	.	.	PUNCT
spir-12208	35	1	increasingly	increasingly	ADV
spir-12208	35	2	,	,	PUNCT
spir-12208	35	3	content	content	NOUN
spir-12208	35	4	creators	creator	NOUN
spir-12208	35	5	understand	understand	VERB
spir-12208	35	6	the	the	DET
spir-12208	35	7	importance	importance	NOUN
spir-12208	35	8	of	of	ADP
spir-12208	35	9	‘	'	PUNCT
spir-12208	35	10	gaming	gaming	NOUN
spir-12208	35	11	’	'	PUNCT
spir-12208	35	12	social	social	ADJ
spir-12208	35	13	media	medium	NOUN
spir-12208	35	14	algorithms	algorithm	NOUN
spir-12208	35	15	to	to	PART
spir-12208	35	16	boost	boost	VERB
spir-12208	35	17	visibility	visibility	NOUN
spir-12208	35	18	(	(	PUNCT
spir-12208	35	19	bishop	bishop	PROPN
spir-12208	35	20	,	,	PUNCT
spir-12208	35	21	2019	2019	NUM
spir-12208	35	22	)	)	PUNCT
spir-12208	35	23	,	,	PUNCT
spir-12208	35	24	implementing	implement	VERB
spir-12208	35	25	and	and	CCONJ
spir-12208	35	26	testing	test	VERB
spir-12208	35	27	various	various	ADJ
spir-12208	35	28	optimisation	optimisation	NOUN
spir-12208	35	29	tactics	tactic	NOUN
spir-12208	35	30	–	–	PUNCT
spir-12208	35	31	e.g.	e.g.	ADV
spir-12208	35	32	use	use	NOUN
spir-12208	35	33	of	of	ADP
spir-12208	35	34	relevant	relevant	ADJ
spir-12208	35	35	keywords	keyword	NOUN
spir-12208	35	36	in	in	ADP
spir-12208	35	37	headlines	headline	NOUN
spir-12208	35	38	–	–	PUNCT
spir-12208	35	39	to	to	PART
spir-12208	35	40	increase	increase	VERB
spir-12208	35	41	their	their	PRON
spir-12208	35	42	chance	chance	NOUN
spir-12208	35	43	of	of	ADP
spir-12208	35	44	amplification	amplification	NOUN
spir-12208	35	45	by	by	ADP
spir-12208	35	46	recommendation	recommendation	NOUN
spir-12208	35	47	systems	system	NOUN
spir-12208	35	48	,	,	PUNCT
spir-12208	35	49	which	which	PRON
spir-12208	35	50	was	be	AUX
spir-12208	35	51	visible	visible	ADJ
spir-12208	35	52	in	in	ADP
spir-12208	35	53	both	both	CCONJ
spir-12208	35	54	the	the	DET
spir-12208	35	55	‘	'	PUNCT
spir-12208	35	56	feminism	feminism	NOUN
spir-12208	35	57	’	'	PUNCT
spir-12208	35	58	and	and	CCONJ
spir-12208	35	59	‘	'	PUNCT
spir-12208	35	60	beauty	beauty	NOUN
spir-12208	35	61	’	'	PUNCT
spir-12208	35	62	data	datum	NOUN
spir-12208	35	63	.	.	PUNCT
spir-12208	36	1	finally	finally	ADV
spir-12208	36	2	,	,	PUNCT
spir-12208	36	3	we	we	PRON
spir-12208	36	4	found	find	VERB
spir-12208	36	5	the	the	DET
spir-12208	36	6	algorithms	algorithm	NOUN
spir-12208	36	7	underpinning	underpin	VERB
spir-12208	36	8	the	the	DET
spir-12208	36	9	‘	'	PUNCT
spir-12208	36	10	up	up	ADP
spir-12208	36	11	next	next	ADJ
spir-12208	36	12	’	'	PUNCT
spir-12208	36	13	feature	feature	NOUN
spir-12208	36	14	to	to	PART
spir-12208	36	15	be	be	AUX
spir-12208	36	16	,	,	PUNCT
spir-12208	36	17	like	like	ADP
spir-12208	36	18	ranking	rank	VERB
spir-12208	36	19	algorithms	algorithm	NOUN
spir-12208	36	20	,	,	PUNCT
spir-12208	36	21	sensitive	sensitive	ADJ
spir-12208	36	22	to	to	ADP
spir-12208	36	23	newsworthy	newsworthy	ADJ
spir-12208	36	24	events	event	NOUN
spir-12208	36	25	and	and	CCONJ
spir-12208	36	26	controversies	controversy	NOUN
spir-12208	36	27	(	(	PUNCT
spir-12208	36	28	rieder	rieder	NOUN
spir-12208	36	29	et	et	PROPN
spir-12208	36	30	al	al	PROPN
spir-12208	36	31	.	.	PROPN
spir-12208	36	32	,	,	PUNCT
spir-12208	36	33	2018	2018	NUM
spir-12208	36	34	,	,	PUNCT
spir-12208	36	35	p.	p.	NOUN
spir-12208	36	36	63	63	NUM
spir-12208	36	37	)	)	PUNCT
spir-12208	36	38	.	.	PUNCT
spir-12208	37	1	this	this	PRON
spir-12208	37	2	was	be	AUX
spir-12208	37	3	visible	visible	ADJ
spir-12208	37	4	in	in	ADP
spir-12208	37	5	the	the	DET
spir-12208	37	6	‘	'	PUNCT
spir-12208	37	7	feminism	feminism	NOUN
spir-12208	37	8	’	'	PUNCT
spir-12208	37	9	data	datum	NOUN
spir-12208	37	10	where	where	SCONJ
spir-12208	37	11	india	india	PROPN
spir-12208	37	12	-	-	PUNCT
spir-12208	37	13	based	base	VERB
spir-12208	37	14	channels	channel	NOUN
spir-12208	37	15	uploading	upload	VERB
spir-12208	37	16	new	new	ADJ
spir-12208	37	17	content	content	NOUN
spir-12208	37	18	to	to	ADP
spir-12208	37	19	youtube	youtube	NOUN
spir-12208	37	20	were	be	AUX
spir-12208	37	21	recommended	recommend	VERB
spir-12208	37	22	at	at	ADP
spir-12208	37	23	high	high	ADJ
spir-12208	37	24	rates	rate	NOUN
spir-12208	37	25	after	after	ADP
spir-12208	37	26	a	a	DET
spir-12208	37	27	gender	gender	NOUN
spir-12208	37	28	-	-	PUNCT
spir-12208	37	29	based	base	VERB
spir-12208	37	30	controversy	controversy	NOUN
spir-12208	37	31	relating	relate	VERB
spir-12208	37	32	to	to	ADP
spir-12208	37	33	indian	indian	ADJ
spir-12208	37	34	actress	actress	NOUN
spir-12208	37	35	neha	neha	NOUN
spir-12208	37	36	dhuphia	dhuphia	PROPN
spir-12208	37	37	.	.	PUNCT
spir-12208	38	1	conclusion	conclusion	NOUN
spir-12208	38	2	this	this	DET
spir-12208	38	3	paper	paper	NOUN
spir-12208	38	4	provides	provide	VERB
spir-12208	38	5	the	the	DET
spir-12208	38	6	basis	basis	NOUN
spir-12208	38	7	for	for	ADP
spir-12208	38	8	a	a	DET
spir-12208	38	9	crucial	crucial	ADJ
spir-12208	38	10	intervention	intervention	NOUN
spir-12208	38	11	in	in	ADP
spir-12208	38	12	the	the	DET
spir-12208	38	13	space	space	NOUN
spir-12208	38	14	between	between	ADP
spir-12208	38	15	technology	technology	NOUN
spir-12208	38	16	press	press	NOUN
spir-12208	38	17	speculation	speculation	NOUN
spir-12208	38	18	and	and	CCONJ
spir-12208	38	19	folk	folk	NOUN
spir-12208	38	20	theories	theory	NOUN
spir-12208	38	21	about	about	ADP
spir-12208	38	22	algorithms	algorithm	NOUN
spir-12208	38	23	on	on	ADP
spir-12208	38	24	the	the	DET
spir-12208	38	25	one	one	NUM
spir-12208	38	26	hand	hand	NOUN
spir-12208	38	27	,	,	PUNCT
spir-12208	38	28	and	and	CCONJ
spir-12208	38	29	abstract	abstract	ADJ
spir-12208	38	30	critical	critical	ADJ
spir-12208	38	31	theory	theory	NOUN
spir-12208	38	32	on	on	ADP
spir-12208	38	33	the	the	DET
spir-12208	38	34	other	other	ADJ
spir-12208	38	35	.	.	PUNCT
spir-12208	39	1	we	we	PRON
spir-12208	39	2	show	show	VERB
spir-12208	39	3	how	how	SCONJ
spir-12208	39	4	corporate	corporate	ADJ
spir-12208	39	5	understandings	understanding	NOUN
spir-12208	39	6	of	of	ADP
spir-12208	39	7	diversity	diversity	NOUN
spir-12208	39	8	,	,	PUNCT
spir-12208	39	9	quality	quality	NOUN
spir-12208	39	10	and	and	CCONJ
spir-12208	39	11	authoritativeness	authoritativeness	NOUN
spir-12208	39	12	,	,	PUNCT
spir-12208	39	13	and	and	CCONJ
spir-12208	39	14	their	their	PRON
spir-12208	39	15	operationalisation	operationalisation	NOUN
spir-12208	39	16	in	in	ADP
spir-12208	39	17	practice	practice	NOUN
spir-12208	39	18	,	,	PUNCT
spir-12208	39	19	can	can	AUX
spir-12208	39	20	have	have	VERB
spir-12208	39	21	significant	significant	ADJ
spir-12208	39	22	limitations	limitation	NOUN
spir-12208	39	23	in	in	ADP
spir-12208	39	24	terms	term	NOUN
spir-12208	39	25	of	of	ADP
spir-12208	39	26	improving	improve	VERB
spir-12208	39	27	the	the	DET
spir-12208	39	28	types	type	NOUN
spir-12208	39	29	of	of	ADP
spir-12208	39	30	content	content	NOUN
spir-12208	39	31	that	that	PRON
spir-12208	39	32	are	be	AUX
spir-12208	39	33	amplified	amplify	VERB
spir-12208	39	34	by	by	ADP
spir-12208	39	35	automated	automate	VERB
spir-12208	39	36	recommendations	recommendation	NOUN
spir-12208	39	37	systems	system	NOUN
spir-12208	39	38	and	and	CCONJ
spir-12208	39	39	,	,	PUNCT
spir-12208	39	40	potentially	potentially	ADV
spir-12208	39	41	,	,	PUNCT
spir-12208	39	42	the	the	DET
spir-12208	39	43	types	type	NOUN
spir-12208	39	44	of	of	ADP
spir-12208	39	45	information	information	NOUN
spir-12208	39	46	users	user	NOUN
spir-12208	39	47	are	be	AUX
spir-12208	39	48	exposed	expose	VERB
spir-12208	39	49	to	to	ADP
spir-12208	39	50	in	in	ADP
spir-12208	39	51	relation	relation	NOUN
spir-12208	39	52	to	to	PART
spir-12208	39	53	issue	issue	VERB
spir-12208	39	54	domains	domain	NOUN
spir-12208	39	55	.	.	PUNCT
spir-12208	40	1	references	reference	NOUN
spir-12208	40	2	bishop	bishop	PROPN
spir-12208	40	3	,	,	PUNCT
spir-12208	40	4	s.	s.	PROPN
spir-12208	40	5	(	(	PUNCT
spir-12208	40	6	2019	2019	NUM
spir-12208	40	7	)	)	PUNCT
spir-12208	40	8	.	.	PUNCT
spir-12208	41	1	managing	manage	VERB
spir-12208	41	2	visibility	visibility	NOUN
spir-12208	41	3	on	on	ADP
spir-12208	41	4	youtube	youtube	NOUN
spir-12208	41	5	through	through	ADP
spir-12208	41	6	algorithmic	algorithmic	ADJ
spir-12208	41	7	gossip	gossip	NOUN
spir-12208	41	8	.	.	PUNCT
spir-12208	42	1	new	new	ADJ
spir-12208	42	2	media	medium	NOUN
spir-12208	42	3	&	&	CCONJ
spir-12208	42	4	society	society	NOUN
spir-12208	42	5	,	,	PUNCT
spir-12208	42	6	21(11–12	21(11–12	NUM
spir-12208	42	7	)	)	PUNCT
spir-12208	42	8	,	,	PUNCT
spir-12208	42	9	2589–2606	2589–2606	NUM
spir-12208	42	10	.	.	PUNCT
spir-12208	42	11	davidson	davidson	PROPN
spir-12208	42	12	,	,	PUNCT
spir-12208	42	13	j.	j.	PROPN
spir-12208	42	14	,	,	PUNCT
spir-12208	42	15	liebald	liebald	PROPN
spir-12208	42	16	,	,	PUNCT
spir-12208	42	17	b.	b.	PROPN
spir-12208	42	18	,	,	PUNCT
spir-12208	42	19	liu	liu	PROPN
spir-12208	42	20	,	,	PUNCT
spir-12208	42	21	j.	j.	PROPN
spir-12208	42	22	,	,	PUNCT
spir-12208	42	23	nandy	nandy	PROPN
spir-12208	42	24	,	,	PUNCT
spir-12208	42	25	p.	p.	PROPN
spir-12208	42	26	,	,	PUNCT
spir-12208	42	27	van	van	PROPN
spir-12208	42	28	vleet	vleet	NOUN
spir-12208	42	29	,	,	PUNCT
spir-12208	42	30	t.	t.	PROPN
spir-12208	42	31	,	,	PUNCT
spir-12208	42	32	gargi	gargi	NOUN
spir-12208	42	33	,	,	PUNCT
spir-12208	42	34	u.	u.	PROPN
spir-12208	42	35	,	,	PUNCT
spir-12208	42	36	.	.	PUNCT
spir-12208	42	37	.	.	PUNCT
spir-12208	42	38	.	.	PUNCT
spir-12208	43	1	sampath	sampath	PROPN
spir-12208	43	2	,	,	PUNCT
spir-12208	43	3	d.	d.	PROPN
spir-12208	43	4	(	(	PUNCT
spir-12208	43	5	2010	2010	NUM
spir-12208	43	6	)	)	PUNCT
spir-12208	43	7	.	.	PUNCT
spir-12208	44	1	the	the	DET
spir-12208	44	2	youtube	youtube	NOUN
spir-12208	44	3	video	video	NOUN
spir-12208	44	4	recommendation	recommendation	NOUN
spir-12208	44	5	system	system	NOUN
spir-12208	44	6	.	.	PUNCT
spir-12208	45	1	proceedings	proceeding	NOUN
spir-12208	45	2	of	of	ADP
spir-12208	45	3	the	the	DET
spir-12208	45	4	fourth	fourth	PROPN
spir-12208	45	5	acm	acm	PROPN
spir-12208	45	6	conference	conference	NOUN
spir-12208	45	7	on	on	ADP
spir-12208	45	8	recommender	recommender	NOUN
spir-12208	45	9	systems	system	NOUN
spir-12208	45	10	(	(	PUNCT
spir-12208	45	11	pp	pp	ADJ
spir-12208	45	12	.	.	PUNCT
spir-12208	46	1	293–296	293–296	NUM
spir-12208	46	2	)	)	PUNCT
spir-12208	46	3	.	.	PUNCT
spir-12208	47	1	usa	usa	PROPN
spir-12208	47	2	:	:	PUNCT
spir-12208	47	3	association	association	NOUN
spir-12208	47	4	for	for	ADP
spir-12208	47	5	computing	compute	VERB
spir-12208	47	6	machinery	machinery	NOUN
spir-12208	47	7	.	.	PUNCT
spir-12208	48	1	gibbs	gibbs	PROPN
spir-12208	48	2	,	,	PUNCT
spir-12208	48	3	m.	m.	NOUN
spir-12208	48	4	,	,	PUNCT
spir-12208	48	5	meese	meese	PROPN
spir-12208	48	6	,	,	PUNCT
spir-12208	48	7	j.	j.	PROPN
spir-12208	48	8	,	,	PUNCT
spir-12208	48	9	arnold	arnold	PROPN
spir-12208	48	10	,	,	PUNCT
spir-12208	48	11	m.	m.	NOUN
spir-12208	48	12	,	,	PUNCT
spir-12208	48	13	nansen	nansen	PROPN
spir-12208	48	14	,	,	PUNCT
spir-12208	48	15	b.	b.	PROPN
spir-12208	48	16	,	,	PUNCT
spir-12208	48	17	&	&	CCONJ
spir-12208	48	18	carter	carter	PROPN
spir-12208	48	19	,	,	PUNCT
spir-12208	48	20	m.	m.	NOUN
spir-12208	48	21	(	(	PUNCT
spir-12208	48	22	2015	2015	NUM
spir-12208	48	23	)	)	PUNCT
spir-12208	48	24	.	.	PUNCT
spir-12208	49	1	#	#	NOUN
spir-12208	49	2	funeral	funeral	NOUN
spir-12208	49	3	and	and	CCONJ
spir-12208	49	4	instagram	instagram	PROPN
spir-12208	49	5	:	:	PUNCT
spir-12208	49	6	death	death	NOUN
spir-12208	49	7	,	,	PUNCT
spir-12208	49	8	social	social	ADJ
spir-12208	49	9	media	medium	NOUN
spir-12208	49	10	,	,	PUNCT
spir-12208	49	11	and	and	CCONJ
spir-12208	49	12	platform	platform	NOUN
spir-12208	49	13	vernacular	vernacular	NOUN
spir-12208	49	14	.	.	PUNCT
spir-12208	50	1	information	information	NOUN
spir-12208	50	2	,	,	PUNCT
spir-12208	50	3	communication	communication	NOUN
spir-12208	50	4	&	&	CCONJ
spir-12208	50	5	society	society	NOUN
spir-12208	50	6	,	,	PUNCT
spir-12208	50	7	18(3	18(3	NUM
spir-12208	50	8	)	)	PUNCT
spir-12208	50	9	,	,	PUNCT
spir-12208	50	10	255–268	255–268	NUM
spir-12208	50	11	helberger	helberger	NOUN
spir-12208	50	12	,	,	PUNCT
spir-12208	50	13	n.	n.	PROPN
spir-12208	50	14	(	(	PUNCT
spir-12208	50	15	2012	2012	NUM
spir-12208	50	16	)	)	PUNCT
spir-12208	50	17	.	.	PUNCT
spir-12208	51	1	exposure	exposure	NOUN
spir-12208	51	2	diversity	diversity	NOUN
spir-12208	51	3	as	as	ADP
spir-12208	51	4	a	a	DET
spir-12208	51	5	policy	policy	NOUN
spir-12208	51	6	goal	goal	NOUN
spir-12208	51	7	.	.	PUNCT
spir-12208	52	1	journal	journal	NOUN
spir-12208	52	2	of	of	ADP
spir-12208	52	3	media	medium	NOUN
spir-12208	52	4	law	law	NOUN
spir-12208	52	5	,	,	PUNCT
spir-12208	52	6	4(1	4(1	NOUN
spir-12208	52	7	)	)	PUNCT
spir-12208	52	8	,	,	PUNCT
spir-12208	52	9	65–92	65–92	X
spir-12208	52	10	.	.	PUNCT
spir-12208	53	1	möller	möller	NOUN
spir-12208	53	2	,	,	PUNCT
spir-12208	53	3	j.	j.	PROPN
spir-12208	53	4	,	,	PUNCT
spir-12208	53	5	trilling	trilling	NOUN
spir-12208	53	6	,	,	PUNCT
spir-12208	53	7	d.	d.	PROPN
spir-12208	53	8	,	,	PUNCT
spir-12208	53	9	helberger	helberger	PROPN
spir-12208	53	10	,	,	PUNCT
spir-12208	53	11	n.	n.	NOUN
spir-12208	53	12	,	,	PUNCT
spir-12208	53	13	&	&	CCONJ
spir-12208	53	14	van	van	PROPN
spir-12208	53	15	es	es	PROPN
spir-12208	53	16	,	,	PUNCT
spir-12208	53	17	b.	b.	PROPN
spir-12208	53	18	(	(	PUNCT
spir-12208	53	19	2018	2018	NUM
spir-12208	53	20	)	)	PUNCT
spir-12208	53	21	.	.	PUNCT
spir-12208	54	1	do	do	AUX
spir-12208	54	2	not	not	PART
spir-12208	54	3	blame	blame	VERB
spir-12208	54	4	it	it	PRON
spir-12208	54	5	on	on	ADP
spir-12208	54	6	the	the	DET
spir-12208	54	7	algorithm	algorithm	NOUN
spir-12208	54	8	:	:	PUNCT
spir-12208	54	9	an	an	DET
spir-12208	54	10	empirical	empirical	ADJ
spir-12208	54	11	assessment	assessment	NOUN
spir-12208	54	12	of	of	ADP
spir-12208	54	13	multiple	multiple	ADJ
spir-12208	54	14	recommender	recommender	NOUN
spir-12208	54	15	systems	system	NOUN
spir-12208	54	16	and	and	CCONJ
spir-12208	54	17	their	their	PRON
spir-12208	54	18	impact	impact	NOUN
spir-12208	54	19	on	on	ADP
spir-12208	54	20	content	content	NOUN
spir-12208	54	21	diversity	diversity	NOUN
spir-12208	54	22	,	,	PUNCT
spir-12208	54	23	information	information	NOUN
spir-12208	54	24	,	,	PUNCT
spir-12208	54	25	communication	communication	NOUN
spir-12208	54	26	&	&	CCONJ
spir-12208	54	27	society	society	NOUN
spir-12208	54	28	,	,	PUNCT
spir-12208	54	29	21(7	21(7	PROPN
spir-12208	54	30	)	)	PUNCT
spir-12208	54	31	,	,	PUNCT
spir-12208	54	32	959	959	NUM
spir-12208	54	33	-	-	SYM
spir-12208	54	34	977	977	NUM
spir-12208	54	35	.	.	PUNCT
spir-12208	55	1	pariser	pariser	NOUN
spir-12208	55	2	,	,	PUNCT
spir-12208	55	3	e.	e.	PROPN
spir-12208	55	4	(	(	PUNCT
spir-12208	55	5	2011	2011	NUM
spir-12208	55	6	)	)	PUNCT
spir-12208	55	7	.	.	PUNCT
spir-12208	56	1	the	the	DET
spir-12208	56	2	filter	filter	NOUN
spir-12208	56	3	bubble	bubble	NOUN
spir-12208	56	4	:	:	PUNCT
spir-12208	56	5	how	how	SCONJ
spir-12208	56	6	the	the	DET
spir-12208	56	7	new	new	ADJ
spir-12208	56	8	personalized	personalized	ADJ
spir-12208	56	9	web	web	NOUN
spir-12208	56	10	is	be	AUX
spir-12208	56	11	changing	change	VERB
spir-12208	56	12	what	what	PRON
spir-12208	56	13	we	we	PRON
spir-12208	56	14	read	read	VERB
spir-12208	56	15	and	and	CCONJ
spir-12208	56	16	how	how	SCONJ
spir-12208	56	17	we	we	PRON
spir-12208	56	18	think	think	VERB
spir-12208	56	19	(	(	PUNCT
spir-12208	56	20	reprint	reprint	NOUN
spir-12208	56	21	edition	edition	NOUN
spir-12208	56	22	)	)	PUNCT
spir-12208	56	23	.	.	PUNCT
spir-12208	57	1	penguin	penguin	NOUN
spir-12208	57	2	books	book	NOUN
spir-12208	57	3	.	.	PUNCT
spir-12208	58	1	rieder	rieder	NOUN
spir-12208	58	2	,	,	PUNCT
spir-12208	58	3	b.	b.	PROPN
spir-12208	58	4	,	,	PUNCT
spir-12208	58	5	&	&	CCONJ
spir-12208	58	6	hofmann	hofmann	PROPN
spir-12208	58	7	,	,	PUNCT
spir-12208	58	8	j.	j.	PROPN
spir-12208	58	9	(	(	PUNCT
spir-12208	58	10	2020	2020	NUM
spir-12208	58	11	)	)	PUNCT
spir-12208	58	12	.	.	PUNCT
spir-12208	59	1	towards	towards	ADP
spir-12208	59	2	platform	platform	NOUN
spir-12208	59	3	observability	observability	NOUN
spir-12208	59	4	.	.	PUNCT
spir-12208	60	1	internet	internet	NOUN
spir-12208	60	2	policy	policy	NOUN
spir-12208	60	3	review	review	NOUN
spir-12208	60	4	,	,	PUNCT
spir-12208	60	5	9(4	9(4	NUM
spir-12208	60	6	)	)	PUNCT
spir-12208	60	7	.	.	PUNCT
spir-12208	61	1	https://doi.org/10.14763/2020.4.1535	https://doi.org/10.14763/2020.4.1535	PROPN
spir-12208	61	2	rieder	rieder	NOUN
spir-12208	61	3	,	,	PUNCT
spir-12208	61	4	b.	b.	PROPN
spir-12208	61	5	,	,	PUNCT
spir-12208	61	6	matamoros	matamoros	PROPN
spir-12208	61	7	-	-	PUNCT
spir-12208	61	8	fernández	fernández	PROPN
spir-12208	61	9	,	,	PUNCT
spir-12208	61	10	a.	a.	NOUN
spir-12208	61	11	,	,	PUNCT
spir-12208	61	12	&	&	CCONJ
spir-12208	61	13	coromina	coromina	PROPN
spir-12208	61	14	,	,	PUNCT
spir-12208	61	15	ò	ò	X
spir-12208	61	16	.	.	PUNCT
spir-12208	61	17	(	(	PUNCT
spir-12208	61	18	2018	2018	NUM
spir-12208	61	19	)	)	PUNCT
spir-12208	61	20	.	.	PUNCT
spir-12208	62	1	from	from	ADP
spir-12208	62	2	ranking	rank	VERB
spir-12208	62	3	algorithms	algorithm	NOUN
spir-12208	62	4	to	to	ADP
spir-12208	62	5	‘	'	PUNCT
spir-12208	62	6	ranking	ranking	ADJ
spir-12208	62	7	cultures	culture	NOUN
spir-12208	62	8	’	'	PUNCT
spir-12208	62	9	:	:	PUNCT
spir-12208	62	10	investigating	investigate	VERB
spir-12208	62	11	the	the	DET
spir-12208	62	12	modulation	modulation	NOUN
spir-12208	62	13	of	of	ADP
spir-12208	62	14	visibility	visibility	NOUN
spir-12208	62	15	in	in	ADP
spir-12208	62	16	youtube	youtube	NOUN
spir-12208	62	17	search	search	NOUN
spir-12208	62	18	results	result	NOUN
spir-12208	62	19	.	.	PUNCT
spir-12208	63	1	convergence	convergence	NOUN
spir-12208	63	2	,	,	PUNCT
spir-12208	63	3	24(1	24(1	NUM
spir-12208	63	4	)	)	PUNCT
spir-12208	63	5	,	,	PUNCT
spir-12208	63	6	50–68	50–68	NUM
spir-12208	63	7	.	.	PUNCT