id	sid	tid	token	lemma	pos
spir-10930	1	1	selected	select	VERB
spir-10930	1	2	papers	paper	NOUN
spir-10930	1	3	of	of	ADP
spir-10930	1	4	#	#	SYM
spir-10930	1	5	aoir2019	aoir2019	PROPN
spir-10930	1	6	:	:	PUNCT
spir-10930	1	7	the	the	DET
spir-10930	1	8	20th	20th	ADJ
spir-10930	1	9	annual	annual	ADJ
spir-10930	1	10	conference	conference	NOUN
spir-10930	1	11	of	of	ADP
spir-10930	1	12	the	the	DET
spir-10930	1	13	association	association	NOUN
spir-10930	1	14	of	of	ADP
spir-10930	1	15	internet	internet	NOUN
spir-10930	1	16	researchers	researcher	NOUN
spir-10930	1	17	brisbane	brisbane	NOUN
spir-10930	1	18	,	,	PUNCT
spir-10930	1	19	australia	australia	PROPN
spir-10930	1	20	/	/	SYM
spir-10930	1	21	2	2	NUM
spir-10930	1	22	-	-	SYM
spir-10930	1	23	5	5	NUM
spir-10930	1	24	october	october	NOUN
spir-10930	1	25	2019	2019	NUM
spir-10930	1	26	suggested	suggest	VERB
spir-10930	1	27	citation	citation	NOUN
spir-10930	1	28	(	(	PUNCT
spir-10930	1	29	apa	apa	PROPN
spir-10930	1	30	):	):	PUNCT
spir-10930	1	31	carah	carah	PROPN
spir-10930	1	32	,	,	PUNCT
spir-10930	1	33	n.	n.	NOUN
spir-10930	1	34	,	,	PUNCT
spir-10930	1	35	angus	angus	NOUN
spir-10930	1	36	,	,	PUNCT
spir-10930	1	37	d.	d.	PROPN
spir-10930	1	38	,	,	PUNCT
spir-10930	1	39	smith	smith	PROPN
spir-10930	1	40	,	,	PUNCT
spir-10930	1	41	a.	a.	NOUN
spir-10930	1	42	(	(	PUNCT
spir-10930	1	43	2019	2019	NUM
spir-10930	1	44	,	,	PUNCT
spir-10930	1	45	october	october	PROPN
spir-10930	1	46	2	2	NUM
spir-10930	1	47	-	-	SYM
spir-10930	1	48	5	5	NUM
spir-10930	1	49	)	)	PUNCT
spir-10930	1	50	.	.	PUNCT
spir-10930	2	1	critical	critical	ADJ
spir-10930	2	2	simulation	simulation	NOUN
spir-10930	2	3	:	:	PUNCT
spir-10930	2	4	investigating	investigate	VERB
spir-10930	2	5	the	the	DET
spir-10930	2	6	work	work	NOUN
spir-10930	2	7	of	of	ADP
spir-10930	2	8	machine	machine	NOUN
spir-10930	2	9	vision	vision	NOUN
spir-10930	2	10	in	in	ADP
spir-10930	2	11	visual	visual	ADJ
spir-10930	2	12	social	social	ADJ
spir-10930	2	13	media	medium	NOUN
spir-10930	2	14	culture	culture	NOUN
spir-10930	2	15	.	.	PUNCT
spir-10930	3	1	paper	paper	NOUN
spir-10930	3	2	presented	present	VERB
spir-10930	3	3	at	at	ADP
spir-10930	3	4	aoir	aoir	NOUN
spir-10930	3	5	2019	2019	NUM
spir-10930	3	6	:	:	PUNCT
spir-10930	3	7	the	the	DET
spir-10930	3	8	20th	20th	ADJ
spir-10930	3	9	annual	annual	ADJ
spir-10930	3	10	conference	conference	NOUN
spir-10930	3	11	of	of	ADP
spir-10930	3	12	the	the	DET
spir-10930	3	13	association	association	NOUN
spir-10930	3	14	of	of	ADP
spir-10930	3	15	internet	internet	NOUN
spir-10930	3	16	researchers	researcher	NOUN
spir-10930	3	17	.	.	PUNCT
spir-10930	4	1	brisbane	brisbane	PROPN
spir-10930	4	2	,	,	PUNCT
spir-10930	4	3	australia	australia	PROPN
spir-10930	4	4	:	:	PUNCT
spir-10930	4	5	aoir	aoir	NOUN
spir-10930	4	6	.	.	PUNCT
spir-10930	4	7	retrieved	retrieve	VERB
spir-10930	4	8	from	from	ADP
spir-10930	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10930	4	10	.	.	PUNCT
spir-10930	5	1	critical	critical	ADJ
spir-10930	5	2	simulation	simulation	NOUN
spir-10930	5	3	:	:	PUNCT
spir-10930	5	4	investigating	investigate	VERB
spir-10930	5	5	the	the	DET
spir-10930	5	6	work	work	NOUN
spir-10930	5	7	of	of	ADP
spir-10930	5	8	machine	machine	NOUN
spir-10930	5	9	vision	vision	NOUN
spir-10930	5	10	in	in	ADP
spir-10930	5	11	visual	visual	ADJ
spir-10930	5	12	social	social	ADJ
spir-10930	5	13	media	medium	NOUN
spir-10930	5	14	culture	culture	NOUN
spir-10930	5	15	nicholas	nicholas	PROPN
spir-10930	5	16	carah	carah	PROPN
spir-10930	5	17	school	school	PROPN
spir-10930	5	18	of	of	ADP
spir-10930	5	19	communication	communication	NOUN
spir-10930	5	20	and	and	CCONJ
spir-10930	5	21	arts	art	NOUN
spir-10930	5	22	,	,	PUNCT
spir-10930	5	23	the	the	DET
spir-10930	5	24	university	university	NOUN
spir-10930	5	25	of	of	ADP
spir-10930	5	26	queensland	queensland	PROPN
spir-10930	5	27	daniel	daniel	PROPN
spir-10930	5	28	angus	angus	PROPN
spir-10930	5	29	digital	digital	ADJ
spir-10930	5	30	media	medium	NOUN
spir-10930	5	31	research	research	NOUN
spir-10930	5	32	centre	centre	NOUN
spir-10930	5	33	,	,	PUNCT
spir-10930	5	34	queensland	queensland	PROPN
spir-10930	5	35	university	university	PROPN
spir-10930	5	36	of	of	ADP
spir-10930	5	37	technology	technology	PROPN
spir-10930	5	38	adam	adam	PROPN
spir-10930	5	39	smith	smith	PROPN
spir-10930	5	40	school	school	PROPN
spir-10930	5	41	of	of	ADP
spir-10930	5	42	communication	communication	NOUN
spir-10930	5	43	and	and	CCONJ
spir-10930	5	44	arts	art	NOUN
spir-10930	5	45	,	,	PUNCT
spir-10930	5	46	the	the	DET
spir-10930	5	47	university	university	PROPN
spir-10930	5	48	of	of	ADP
spir-10930	5	49	queensland	queensland	PROPN
spir-10930	5	50	abstract	abstract	ADJ
spir-10930	5	51	social	social	ADJ
spir-10930	5	52	media	medium	NOUN
spir-10930	5	53	are	be	AUX
spir-10930	5	54	in	in	ADP
spir-10930	5	55	the	the	DET
spir-10930	5	56	midst	midst	NOUN
spir-10930	5	57	of	of	ADP
spir-10930	5	58	an	an	DET
spir-10930	5	59	emphatic	emphatic	ADJ
spir-10930	5	60	visual	visual	ADJ
spir-10930	5	61	turn	turn	NOUN
spir-10930	5	62	(	(	PUNCT
spir-10930	5	63	highfield	highfield	PROPN
spir-10930	5	64	&	&	CCONJ
spir-10930	5	65	leaver	leaver	PROPN
spir-10930	5	66	2016	2016	NUM
spir-10930	5	67	)	)	PUNCT
spir-10930	5	68	,	,	PUNCT
spir-10930	5	69	characterised	characterise	VERB
spir-10930	5	70	by	by	ADP
spir-10930	5	71	the	the	DET
spir-10930	5	72	convergence	convergence	NOUN
spir-10930	5	73	of	of	ADP
spir-10930	5	74	everyday	everyday	ADJ
spir-10930	5	75	visual	visual	ADJ
spir-10930	5	76	expression	expression	NOUN
spir-10930	5	77	with	with	ADP
spir-10930	5	78	professional	professional	ADJ
spir-10930	5	79	creative	creative	ADJ
spir-10930	5	80	practice	practice	NOUN
spir-10930	5	81	and	and	CCONJ
spir-10930	5	82	advertising	advertising	NOUN
spir-10930	5	83	.	.	PUNCT
spir-10930	6	1	the	the	DET
spir-10930	6	2	advertising	advertising	NOUN
spir-10930	6	3	-	-	PUNCT
spir-10930	6	4	driven	drive	VERB
spir-10930	6	5	business	business	NOUN
spir-10930	6	6	models	model	NOUN
spir-10930	6	7	of	of	ADP
spir-10930	6	8	social	social	ADJ
spir-10930	6	9	media	medium	NOUN
spir-10930	6	10	platforms	platform	NOUN
spir-10930	6	11	increasingly	increasingly	ADV
spir-10930	6	12	depend	depend	VERB
spir-10930	6	13	on	on	ADP
spir-10930	6	14	automation	automation	NOUN
spir-10930	6	15	.	.	PUNCT
spir-10930	7	1	platforms	platform	NOUN
spir-10930	7	2	’	'	PUNCT
spir-10930	7	3	use	use	NOUN
spir-10930	7	4	of	of	ADP
spir-10930	7	5	machine	machine	NOUN
spir-10930	7	6	vision	vision	NOUN
spir-10930	7	7	is	be	AUX
spir-10930	7	8	a	a	DET
spir-10930	7	9	key	key	ADJ
spir-10930	7	10	frontier	frontier	NOUN
spir-10930	7	11	in	in	ADP
spir-10930	7	12	the	the	DET
spir-10930	7	13	algorithmic	algorithmic	ADJ
spir-10930	7	14	classification	classification	NOUN
spir-10930	7	15	of	of	ADP
spir-10930	7	16	culture	culture	NOUN
spir-10930	7	17	.	.	PUNCT
spir-10930	8	1	machine	machine	NOUN
spir-10930	8	2	vision	vision	NOUN
spir-10930	8	3	algorithms	algorithm	NOUN
spir-10930	8	4	automatically	automatically	ADV
spir-10930	8	5	classify	classify	VERB
spir-10930	8	6	and	and	CCONJ
spir-10930	8	7	misclassify	misclassify	VERB
spir-10930	8	8	faces	face	NOUN
spir-10930	8	9	,	,	PUNCT
spir-10930	8	10	expressions	expression	NOUN
spir-10930	8	11	,	,	PUNCT
spir-10930	8	12	objects	object	NOUN
spir-10930	8	13	,	,	PUNCT
spir-10930	8	14	and	and	CCONJ
spir-10930	8	15	brand	brand	NOUN
spir-10930	8	16	logos	logo	NOUN
spir-10930	8	17	in	in	ADP
spir-10930	8	18	the	the	DET
spir-10930	8	19	images	image	NOUN
spir-10930	8	20	users	user	NOUN
spir-10930	8	21	create	create	VERB
spir-10930	8	22	and	and	CCONJ
spir-10930	8	23	share	share	VERB
spir-10930	8	24	.	.	PUNCT
spir-10930	9	1	images	image	NOUN
spir-10930	9	2	shared	share	VERB
spir-10930	9	3	by	by	ADP
spir-10930	9	4	platform	platform	NOUN
spir-10930	9	5	users	user	NOUN
spir-10930	9	6	form	form	VERB
spir-10930	9	7	vast	vast	ADJ
spir-10930	9	8	databases	database	NOUN
spir-10930	9	9	used	use	VERB
spir-10930	9	10	to	to	PART
spir-10930	9	11	train	train	VERB
spir-10930	9	12	these	these	DET
spir-10930	9	13	same	same	ADJ
spir-10930	9	14	algorithms	algorithm	NOUN
spir-10930	9	15	.	.	PUNCT
spir-10930	10	1	despite	despite	SCONJ
spir-10930	10	2	widespread	widespread	ADJ
spir-10930	10	3	use	use	NOUN
spir-10930	10	4	by	by	ADP
spir-10930	10	5	social	social	ADJ
spir-10930	10	6	platforms	platform	NOUN
spir-10930	10	7	,	,	PUNCT
spir-10930	10	8	machine	machine	NOUN
spir-10930	10	9	vision	vision	NOUN
spir-10930	10	10	is	be	AUX
spir-10930	10	11	poorly	poorly	ADV
spir-10930	10	12	understood	understand	VERB
spir-10930	10	13	and	and	CCONJ
spir-10930	10	14	accounted	account	VERB
spir-10930	10	15	for	for	ADP
spir-10930	10	16	in	in	ADP
spir-10930	10	17	the	the	DET
spir-10930	10	18	study	study	NOUN
spir-10930	10	19	of	of	ADP
spir-10930	10	20	everyday	everyday	ADJ
spir-10930	10	21	visual	visual	ADJ
spir-10930	10	22	cultures	culture	NOUN
spir-10930	10	23	.	.	PUNCT
spir-10930	11	1	in	in	ADP
spir-10930	11	2	this	this	DET
spir-10930	11	3	paper	paper	NOUN
spir-10930	11	4	we	we	PRON
spir-10930	11	5	detail	detail	VERB
spir-10930	11	6	a	a	DET
spir-10930	11	7	critical	critical	ADJ
spir-10930	11	8	response	response	NOUN
spir-10930	11	9	to	to	ADP
spir-10930	11	10	the	the	DET
spir-10930	11	11	use	use	NOUN
spir-10930	11	12	of	of	ADP
spir-10930	11	13	automation	automation	NOUN
spir-10930	11	14	in	in	ADP
spir-10930	11	15	visual	visual	ADJ
spir-10930	11	16	social	social	ADJ
spir-10930	11	17	media	medium	NOUN
spir-10930	11	18	,	,	PUNCT
spir-10930	11	19	called	call	VERB
spir-10930	11	20	critical	critical	ADJ
spir-10930	11	21	simulation	simulation	NOUN
spir-10930	11	22	.	.	PUNCT
spir-10930	12	1	we	we	PRON
spir-10930	12	2	outline	outline	VERB
spir-10930	12	3	a	a	DET
spir-10930	12	4	critical	critical	ADJ
spir-10930	12	5	simulation	simulation	NOUN
spir-10930	12	6	framework	framework	NOUN
spir-10930	12	7	,	,	PUNCT
spir-10930	12	8	the	the	DET
spir-10930	12	9	‘	'	PUNCT
spir-10930	12	10	image	image	NOUN
spir-10930	12	11	machine	machine	NOUN
spir-10930	12	12	’	'	PUNCT
spir-10930	12	13	,	,	PUNCT
spir-10930	12	14	focussed	focusse	VERB
spir-10930	12	15	firstly	firstly	ADV
spir-10930	12	16	on	on	ADP
spir-10930	12	17	instagram	instagram	PROPN
spir-10930	12	18	.	.	PUNCT
spir-10930	13	1	the	the	DET
spir-10930	13	2	image	image	NOUN
spir-10930	13	3	machine	machine	NOUN
spir-10930	13	4	comprises	comprise	VERB
spir-10930	13	5	an	an	DET
spir-10930	13	6	instagram	instagram	PROPN
spir-10930	13	7	data	datum	NOUN
spir-10930	13	8	harvester	harvester	NOUN
spir-10930	13	9	,	,	PUNCT
spir-10930	13	10	and	and	CCONJ
spir-10930	13	11	open	open	ADJ
spir-10930	13	12	-	-	PUNCT
spir-10930	13	13	access	access	NOUN
spir-10930	13	14	machine	machine	NOUN
spir-10930	13	15	vision	vision	NOUN
spir-10930	13	16	toolbox	toolbox	NOUN
spir-10930	13	17	that	that	PRON
spir-10930	13	18	allows	allow	VERB
spir-10930	13	19	digital	digital	ADJ
spir-10930	13	20	humanities	humanity	NOUN
spir-10930	13	21	researchers	researcher	NOUN
spir-10930	13	22	to	to	PART
spir-10930	13	23	interrogate	interrogate	VERB
spir-10930	13	24	the	the	DET
spir-10930	13	25	inner	inner	ADJ
spir-10930	13	26	workings	working	NOUN
spir-10930	13	27	of	of	ADP
spir-10930	13	28	these	these	DET
spir-10930	13	29	algorithms	algorithm	NOUN
spir-10930	13	30	and	and	CCONJ
spir-10930	13	31	analyse	analyse	VERB
spir-10930	13	32	their	their	PRON
spir-10930	13	33	visual	visual	ADJ
spir-10930	13	34	(	(	PUNCT
spir-10930	13	35	mis)classifications	mis)classifications	PROPN
spir-10930	13	36	.	.	PUNCT
spir-10930	14	1	in	in	ADP
spir-10930	14	2	this	this	DET
spir-10930	14	3	paper	paper	NOUN
spir-10930	14	4	we	we	PRON
spir-10930	14	5	showcase	showcase	VERB
spir-10930	14	6	results	result	NOUN
spir-10930	14	7	from	from	ADP
spir-10930	14	8	the	the	DET
spir-10930	14	9	image	image	NOUN
spir-10930	14	10	machine	machine	NOUN
spir-10930	14	11	applied	apply	VERB
spir-10930	14	12	to	to	ADP
spir-10930	14	13	images	image	NOUN
spir-10930	14	14	emanating	emanate	VERB
spir-10930	14	15	from	from	ADP
spir-10930	14	16	a	a	DET
spir-10930	14	17	major	major	ADJ
spir-10930	14	18	australian	australian	ADJ
spir-10930	14	19	music	music	NOUN
spir-10930	14	20	festival	festival	NOUN
spir-10930	14	21	,	,	PUNCT
spir-10930	14	22	splendour	splendour	NOUN
spir-10930	14	23	in	in	ADP
spir-10930	14	24	the	the	DET
spir-10930	14	25	grass	grass	NOUN
spir-10930	14	26	.	.	PUNCT
spir-10930	15	1	this	this	DET
spir-10930	15	2	case	case	NOUN
spir-10930	15	3	examines	examine	VERB
spir-10930	15	4	not	not	PART
spir-10930	15	5	only	only	ADV
spir-10930	15	6	how	how	SCONJ
spir-10930	15	7	machine	machine	NOUN
spir-10930	15	8	vision	vision	NOUN
spir-10930	15	9	classifies	classify	VERB
spir-10930	15	10	and	and	CCONJ
spir-10930	15	11	operates	operate	VERB
spir-10930	15	12	on	on	ADP
spir-10930	15	13	culture	culture	NOUN
spir-10930	15	14	,	,	PUNCT
spir-10930	15	15	but	but	CCONJ
spir-10930	15	16	also	also	ADV
spir-10930	15	17	how	how	SCONJ
spir-10930	15	18	these	these	DET
spir-10930	15	19	techniques	technique	NOUN
spir-10930	15	20	are	be	AUX
spir-10930	15	21	being	be	AUX
spir-10930	15	22	operationalised	operationalise	VERB
spir-10930	15	23	within	within	ADP
spir-10930	15	24	the	the	DET
spir-10930	15	25	advertising	advertising	NOUN
spir-10930	15	26	model	model	NOUN
spir-10930	15	27	and	and	CCONJ
spir-10930	15	28	promotional	promotional	ADJ
spir-10930	15	29	culture	culture	NOUN
spir-10930	15	30	of	of	ADP
spir-10930	15	31	platforms	platform	NOUN
spir-10930	15	32	like	like	ADP
spir-10930	15	33	instagram	instagram	PROPN
spir-10930	15	34	.	.	PUNCT
spir-10930	16	1	we	we	PRON
spir-10930	16	2	argue	argue	VERB
spir-10930	16	3	that	that	SCONJ
spir-10930	16	4	the	the	DET
spir-10930	16	5	commercial	commercial	ADJ
spir-10930	16	6	application	application	NOUN
spir-10930	16	7	of	of	ADP
spir-10930	16	8	machine	machine	NOUN
spir-10930	16	9	vision	vision	NOUN
spir-10930	16	10	is	be	AUX
spir-10930	16	11	interdependent	interdependent	ADJ
spir-10930	16	12	with	with	ADP
spir-10930	16	13	the	the	DET
spir-10930	16	14	participatory	participatory	ADJ
spir-10930	16	15	culture	culture	NOUN
spir-10930	16	16	of	of	ADP
spir-10930	16	17	platforms	platform	NOUN
spir-10930	16	18	like	like	ADP
spir-10930	16	19	instagram	instagram	PROPN
spir-10930	16	20	.	.	PUNCT
spir-10930	17	1	introduction	introduction	NOUN
spir-10930	17	2	the	the	DET
spir-10930	17	3	vernacular	vernacular	ADJ
spir-10930	17	4	production	production	NOUN
spir-10930	17	5	of	of	ADP
spir-10930	17	6	images	image	NOUN
spir-10930	17	7	of	of	ADP
spir-10930	17	8	everyday	everyday	ADJ
spir-10930	17	9	life	life	NOUN
spir-10930	17	10	is	be	AUX
spir-10930	17	11	integral	integral	ADJ
spir-10930	17	12	to	to	ADP
spir-10930	17	13	the	the	DET
spir-10930	17	14	commercial	commercial	ADJ
spir-10930	17	15	model	model	NOUN
spir-10930	17	16	of	of	ADP
spir-10930	17	17	platforms	platform	NOUN
spir-10930	17	18	like	like	ADP
spir-10930	17	19	instagram	instagram	PROPN
spir-10930	17	20	(	(	PUNCT
spir-10930	17	21	burgess	burgess	PROPN
spir-10930	17	22	2015	2015	NUM
spir-10930	17	23	,	,	PUNCT
spir-10930	17	24	banet	banet	NOUN
spir-10930	17	25	-	-	PUNCT
spir-10930	17	26	weiser	weiser	PROPN
spir-10930	17	27	2012	2012	NUM
spir-10930	17	28	,	,	PUNCT
spir-10930	17	29	abidin	abidin	VERB
spir-10930	17	30	2016	2016	NUM
spir-10930	17	31	)	)	PUNCT
spir-10930	17	32	.	.	PUNCT
spir-10930	18	1	participants	participant	NOUN
spir-10930	18	2	do	do	VERB
spir-10930	18	3	the	the	DET
spir-10930	18	4	everyday	everyday	ADJ
spir-10930	18	5	work	work	NOUN
spir-10930	18	6	of	of	ADP
spir-10930	18	7	incorporating	incorporate	VERB
spir-10930	18	8	commercial	commercial	ADJ
spir-10930	18	9	experiences	experience	NOUN
spir-10930	18	10	,	,	PUNCT
spir-10930	18	11	object	object	NOUN
spir-10930	18	12	and	and	CCONJ
spir-10930	18	13	logos	logo	NOUN
spir-10930	18	14	into	into	ADP
spir-10930	18	15	the	the	DET
spir-10930	18	16	stories	story	NOUN
spir-10930	18	17	they	they	PRON
spir-10930	18	18	tell	tell	VERB
spir-10930	18	19	about	about	ADP
spir-10930	18	20	themselves	themselves	PRON
spir-10930	18	21	.	.	PUNCT
spir-10930	19	1	a	a	DET
spir-10930	19	2	critical	critical	ADJ
spir-10930	19	3	,	,	PUNCT
spir-10930	19	4	and	and	CCONJ
spir-10930	19	5	often	often	ADV
spir-10930	19	6	under	under	ADV
spir-10930	19	7	-	-	PUNCT
spir-10930	19	8	examined	examine	VERB
spir-10930	19	9	,	,	PUNCT
spir-10930	19	10	aspect	aspect	NOUN
spir-10930	19	11	of	of	ADP
spir-10930	19	12	this	this	DET
spir-10930	19	13	relationship	relationship	NOUN
spir-10930	19	14	is	be	AUX
spir-10930	19	15	that	that	SCONJ
spir-10930	19	16	the	the	DET
spir-10930	19	17	everyday	everyday	ADJ
spir-10930	19	18	production	production	NOUN
spir-10930	19	19	of	of	ADP
spir-10930	19	20	images	image	NOUN
spir-10930	19	21	is	be	AUX
spir-10930	19	22	critical	critical	ADJ
spir-10930	19	23	to	to	ADP
spir-10930	19	24	training	train	VERB
spir-10930	19	25	the	the	DET
spir-10930	19	26	machine	machine	NOUN
spir-10930	19	27	vision	vision	NOUN
spir-10930	19	28	classification	classification	NOUN
spir-10930	19	29	of	of	ADP
spir-10930	19	30	the	the	DET
spir-10930	19	31	platform	platform	NOUN
spir-10930	19	32	itself	itself	PRON
spir-10930	19	33	.	.	PUNCT
spir-10930	20	1	as	as	SCONJ
spir-10930	20	2	humans	human	NOUN
spir-10930	20	3	translate	translate	VERB
spir-10930	20	4	their	their	PRON
spir-10930	20	5	lived	live	VERB
spir-10930	20	6	experience	experience	NOUN
spir-10930	20	7	into	into	ADP
spir-10930	20	8	expressions	expression	NOUN
spir-10930	20	9	,	,	PUNCT
spir-10930	20	10	images	image	NOUN
spir-10930	20	11	and	and	CCONJ
spir-10930	20	12	video	video	NOUN
spir-10930	20	13	on	on	ADP
spir-10930	20	14	platforms	platform	NOUN
spir-10930	20	15	,	,	PUNCT
spir-10930	20	16	they	they	PRON
spir-10930	20	17	are	be	AUX
spir-10930	20	18	also	also	ADV
spir-10930	20	19	building	build	VERB
spir-10930	20	20	a	a	DET
spir-10930	20	21	vast	vast	ADJ
spir-10930	20	22	set	set	NOUN
spir-10930	20	23	of	of	ADP
spir-10930	20	24	algorithmic	algorithmic	ADJ
spir-10930	20	25	training	training	NOUN
spir-10930	20	26	data	datum	NOUN
spir-10930	20	27	.	.	PUNCT
spir-10930	21	1	that	that	DET
spir-10930	21	2	data	datum	NOUN
spir-10930	21	3	is	be	AUX
spir-10930	21	4	used	use	VERB
spir-10930	21	5	to	to	PART
spir-10930	21	6	train	train	VERB
spir-10930	21	7	and	and	CCONJ
spir-10930	21	8	tune	tune	NOUN
spir-10930	21	9	deep	deep	ADJ
spir-10930	21	10	neural	neural	ADJ
spir-10930	21	11	networks	network	NOUN
spir-10930	21	12	to	to	PART
spir-10930	21	13	recognise	recognise	VERB
spir-10930	21	14	features	feature	NOUN
spir-10930	21	15	and	and	CCONJ
spir-10930	21	16	patterns	pattern	NOUN
spir-10930	21	17	in	in	ADP
spir-10930	21	18	the	the	DET
spir-10930	21	19	images	image	NOUN
spir-10930	21	20	we	we	PRON
spir-10930	21	21	create	create	VERB
spir-10930	21	22	.	.	PUNCT
spir-10930	22	1	the	the	DET
spir-10930	22	2	advertising	advertising	NOUN
spir-10930	22	3	-	-	PUNCT
spir-10930	22	4	driven	drive	VERB
spir-10930	22	5	business	business	NOUN
spir-10930	22	6	models	model	NOUN
spir-10930	22	7	of	of	ADP
spir-10930	22	8	visual	visual	ADJ
spir-10930	22	9	social	social	ADJ
spir-10930	22	10	media	medium	NOUN
spir-10930	22	11	platforms	platform	NOUN
spir-10930	22	12	depend	depend	VERB
spir-10930	22	13	on	on	ADP
spir-10930	22	14	automated	automate	VERB
spir-10930	22	15	,	,	PUNCT
spir-10930	22	16	algorithmic	algorithmic	ADJ
spir-10930	22	17	processes	process	NOUN
spir-10930	22	18	,	,	PUNCT
spir-10930	22	19	including	include	VERB
spir-10930	22	20	the	the	DET
spir-10930	22	21	use	use	NOUN
spir-10930	22	22	of	of	ADP
spir-10930	22	23	computational	computational	ADJ
spir-10930	22	24	models	model	NOUN
spir-10930	22	25	to	to	PART
spir-10930	22	26	automatically	automatically	ADV
spir-10930	22	27	classify	classify	VERB
spir-10930	22	28	images	image	NOUN
spir-10930	22	29	,	,	PUNCT
spir-10930	22	30	a	a	DET
spir-10930	22	31	process	process	NOUN
spir-10930	22	32	called	call	VERB
spir-10930	22	33	‘	'	PUNCT
spir-10930	22	34	machine	machine	NOUN
spir-10930	22	35	vision	vision	NOUN
spir-10930	22	36	’	'	PUNCT
spir-10930	22	37	.	.	PUNCT
spir-10930	23	1	for	for	ADP
spir-10930	23	2	machines	machine	NOUN
spir-10930	23	3	,	,	PUNCT
spir-10930	23	4	images	image	NOUN
spir-10930	23	5	are	be	AUX
spir-10930	23	6	‘	'	PUNCT
spir-10930	23	7	part	part	NOUN
spir-10930	23	8	of	of	ADP
spir-10930	23	9	an	an	DET
spir-10930	23	10	operation	operation	NOUN
spir-10930	23	11	’	'	PUNCT
spir-10930	23	12	(	(	PUNCT
spir-10930	23	13	farocki	farocki	NOUN
spir-10930	23	14	2004	2004	NUM
spir-10930	23	15	)	)	PUNCT
spir-10930	23	16	,	,	PUNCT
spir-10930	23	17	raw	raw	ADJ
spir-10930	23	18	material	material	NOUN
spir-10930	23	19	to	to	PART
spir-10930	23	20	be	be	AUX
spir-10930	23	21	sorted	sort	VERB
spir-10930	23	22	and	and	CCONJ
spir-10930	23	23	classified	classify	VERB
spir-10930	23	24	for	for	ADP
spir-10930	23	25	defined	define	VERB
spir-10930	23	26	ends	end	NOUN
spir-10930	23	27	(	(	PUNCT
spir-10930	23	28	andrejevic	andrejevic	ADJ
spir-10930	23	29	2013	2013	NUM
spir-10930	23	30	)	)	PUNCT
spir-10930	23	31	.	.	PUNCT
spir-10930	24	1	a	a	DET
spir-10930	24	2	t	t	PROPN
spir-10930	24	3	-	-	PUNCT
spir-10930	24	4	shirt	shirt	NOUN
spir-10930	24	5	graphic	graphic	NOUN
spir-10930	24	6	might	might	AUX
spir-10930	24	7	be	be	AUX
spir-10930	24	8	linked	link	VERB
spir-10930	24	9	to	to	ADP
spir-10930	24	10	a	a	DET
spir-10930	24	11	brand	brand	NOUN
spir-10930	24	12	name	name	NOUN
spir-10930	24	13	that	that	PRON
spir-10930	24	14	can	can	AUX
spir-10930	24	15	feed	feed	VERB
spir-10930	24	16	into	into	ADP
spir-10930	24	17	an	an	DET
spir-10930	24	18	operation	operation	NOUN
spir-10930	24	19	:	:	PUNCT
spir-10930	24	20	for	for	ADP
spir-10930	24	21	example	example	NOUN
spir-10930	24	22	,	,	PUNCT
spir-10930	24	23	the	the	DET
spir-10930	24	24	delivery	delivery	NOUN
spir-10930	24	25	of	of	ADP
spir-10930	24	26	an	an	DET
spir-10930	24	27	advertisement	advertisement	NOUN
spir-10930	24	28	to	to	ADP
spir-10930	24	29	a	a	DET
spir-10930	24	30	particular	particular	ADJ
spir-10930	24	31	user	user	NOUN
spir-10930	24	32	.	.	PUNCT
spir-10930	25	1	these	these	DET
spir-10930	25	2	machine	machine	NOUN
spir-10930	25	3	vision	vision	NOUN
spir-10930	25	4	systems	system	NOUN
spir-10930	25	5	both	both	CCONJ
spir-10930	25	6	exploit	exploit	VERB
spir-10930	25	7	and	and	CCONJ
spir-10930	25	8	run	run	VERB
spir-10930	25	9	counter	counter	ADV
spir-10930	25	10	to	to	ADP
spir-10930	25	11	everyday	everyday	ADJ
spir-10930	25	12	cultural	cultural	ADJ
spir-10930	25	13	practices	practice	NOUN
spir-10930	25	14	:	:	PUNCT
spir-10930	25	15	for	for	ADP
spir-10930	25	16	platforms	platform	NOUN
spir-10930	25	17	,	,	PUNCT
spir-10930	25	18	understanding	understand	VERB
spir-10930	25	19	images	image	NOUN
spir-10930	25	20	’	'	PUNCT
spir-10930	25	21	meanings	meaning	NOUN
spir-10930	25	22	and	and	CCONJ
spir-10930	25	23	representational	representational	ADJ
spir-10930	25	24	qualities	quality	NOUN
spir-10930	25	25	is	be	AUX
spir-10930	25	26	not	not	PART
spir-10930	25	27	as	as	ADV
spir-10930	25	28	important	important	ADJ
spir-10930	25	29	as	as	ADP
spir-10930	25	30	learning	learn	VERB
spir-10930	25	31	how	how	SCONJ
spir-10930	25	32	they	they	PRON
spir-10930	25	33	can	can	AUX
spir-10930	25	34	be	be	AUX
spir-10930	25	35	used	use	VERB
spir-10930	25	36	to	to	PART
spir-10930	25	37	nudge	nudge	VERB
spir-10930	25	38	behaviour	behaviour	NOUN
spir-10930	25	39	and	and	CCONJ
spir-10930	25	40	shape	shape	VERB
spir-10930	25	41	cultural	cultural	ADJ
spir-10930	25	42	tastes	taste	NOUN
spir-10930	25	43	(	(	PUNCT
spir-10930	25	44	packer	packer	NOUN
spir-10930	25	45	2013	2013	NUM
spir-10930	25	46	)	)	PUNCT
spir-10930	25	47	.	.	PUNCT
spir-10930	26	1	despite	despite	SCONJ
spir-10930	26	2	widespread	widespread	ADJ
spir-10930	26	3	use	use	NOUN
spir-10930	26	4	by	by	ADP
spir-10930	26	5	social	social	ADJ
spir-10930	26	6	media	medium	NOUN
spir-10930	26	7	platforms	platform	NOUN
spir-10930	26	8	,	,	PUNCT
spir-10930	26	9	machine	machine	NOUN
spir-10930	26	10	vision	vision	NOUN
spir-10930	26	11	is	be	AUX
spir-10930	26	12	poorly	poorly	ADV
spir-10930	26	13	understood	understand	VERB
spir-10930	26	14	and	and	CCONJ
spir-10930	26	15	accounted	account	VERB
spir-10930	26	16	for	for	ADP
spir-10930	26	17	in	in	ADP
spir-10930	26	18	the	the	DET
spir-10930	26	19	study	study	NOUN
spir-10930	26	20	of	of	ADP
spir-10930	26	21	everyday	everyday	ADJ
spir-10930	26	22	cultures	culture	NOUN
spir-10930	26	23	;	;	PUNCT
spir-10930	26	24	and	and	CCONJ
spir-10930	26	25	machine	machine	NOUN
spir-10930	26	26	vision	vision	NOUN
spir-10930	26	27	techniques	technique	NOUN
spir-10930	26	28	are	be	AUX
spir-10930	26	29	yet	yet	ADV
spir-10930	26	30	to	to	PART
spir-10930	26	31	be	be	AUX
spir-10930	26	32	embraced	embrace	VERB
spir-10930	26	33	as	as	ADP
spir-10930	26	34	part	part	NOUN
spir-10930	26	35	of	of	ADP
spir-10930	26	36	the	the	DET
spir-10930	26	37	methodological	methodological	ADJ
spir-10930	26	38	repertoires	repertoire	NOUN
spir-10930	26	39	of	of	ADP
spir-10930	26	40	digital	digital	ADJ
spir-10930	26	41	humanities	humanity	NOUN
spir-10930	26	42	.	.	PUNCT
spir-10930	27	1	we	we	PRON
spir-10930	27	2	contend	contend	VERB
spir-10930	27	3	that	that	SCONJ
spir-10930	27	4	if	if	SCONJ
spir-10930	27	5	instagram	instagram	PROPN
spir-10930	27	6	is	be	AUX
spir-10930	27	7	a	a	DET
spir-10930	27	8	key	key	ADJ
spir-10930	27	9	site	site	NOUN
spir-10930	27	10	in	in	ADP
spir-10930	27	11	the	the	DET
spir-10930	27	12	‘	'	PUNCT
spir-10930	27	13	biggest	big	ADJ
spir-10930	27	14	experiment	experiment	NOUN
spir-10930	27	15	of	of	ADP
spir-10930	27	16	classification	classification	NOUN
spir-10930	27	17	in	in	ADP
spir-10930	27	18	human	human	ADJ
spir-10930	27	19	history	history	NOUN
spir-10930	27	20	’	'	PUNCT
spir-10930	27	21	(	(	PUNCT
spir-10930	27	22	crawford	crawford	PROPN
spir-10930	27	23	2018	2018	NUM
spir-10930	27	24	)	)	PUNCT
spir-10930	27	25	,	,	PUNCT
spir-10930	27	26	then	then	ADV
spir-10930	27	27	we	we	PRON
spir-10930	27	28	must	must	AUX
spir-10930	27	29	develop	develop	VERB
spir-10930	27	30	conceptual	conceptual	ADJ
spir-10930	27	31	and	and	CCONJ
spir-10930	27	32	methodological	methodological	ADJ
spir-10930	27	33	approaches	approach	NOUN
spir-10930	27	34	for	for	ADP
spir-10930	27	35	understanding	understand	VERB
spir-10930	27	36	its	its	PRON
spir-10930	27	37	machine	machine	NOUN
spir-10930	27	38	vision	vision	NOUN
spir-10930	27	39	architecture	architecture	NOUN
spir-10930	27	40	and	and	CCONJ
spir-10930	27	41	capacity	capacity	NOUN
spir-10930	27	42	to	to	PART
spir-10930	27	43	use	use	VERB
spir-10930	27	44	machines	machine	NOUN
spir-10930	27	45	to	to	PART
spir-10930	27	46	operate	operate	VERB
spir-10930	27	47	on	on	ADP
spir-10930	27	48	,	,	PUNCT
spir-10930	27	49	and	and	CCONJ
spir-10930	27	50	organise	organise	VERB
spir-10930	27	51	,	,	PUNCT
spir-10930	27	52	our	our	PRON
spir-10930	27	53	cultural	cultural	ADJ
spir-10930	27	54	experience	experience	NOUN
spir-10930	27	55	.	.	PUNCT
spir-10930	28	1	our	our	PRON
spir-10930	28	2	response	response	NOUN
spir-10930	28	3	is	be	AUX
spir-10930	28	4	to	to	PART
spir-10930	28	5	critically	critically	ADV
spir-10930	28	6	simulate	simulate	VERB
spir-10930	28	7	the	the	DET
spir-10930	28	8	machine	machine	NOUN
spir-10930	28	9	vision	vision	NOUN
spir-10930	28	10	architectures	architecture	NOUN
spir-10930	28	11	of	of	ADP
spir-10930	28	12	visual	visual	ADJ
spir-10930	28	13	social	social	ADJ
spir-10930	28	14	platforms	platform	NOUN
spir-10930	28	15	.	.	PUNCT
spir-10930	29	1	in	in	ADP
spir-10930	29	2	the	the	DET
spir-10930	29	3	first	first	ADJ
spir-10930	29	4	instance	instance	NOUN
spir-10930	29	5	,	,	PUNCT
spir-10930	29	6	critical	critical	ADJ
spir-10930	29	7	simulation	simulation	NOUN
spir-10930	29	8	involves	involve	VERB
spir-10930	29	9	building	build	VERB
spir-10930	29	10	open	open	ADJ
spir-10930	29	11	-	-	PUNCT
spir-10930	29	12	access	access	NOUN
spir-10930	29	13	software	software	NOUN
spir-10930	29	14	that	that	PRON
spir-10930	29	15	use	use	VERB
spir-10930	29	16	algorithms	algorithm	NOUN
spir-10930	29	17	comparable	comparable	ADJ
spir-10930	29	18	to	to	ADP
spir-10930	29	19	those	those	PRON
spir-10930	29	20	used	use	VERB
spir-10930	29	21	by	by	ADP
spir-10930	29	22	the	the	DET
spir-10930	29	23	platform	platform	NOUN
spir-10930	29	24	of	of	ADP
spir-10930	29	25	interest	interest	NOUN
spir-10930	29	26	.	.	PUNCT
spir-10930	30	1	critical	critical	ADJ
spir-10930	30	2	simulation	simulation	NOUN
spir-10930	30	3	moves	move	VERB
spir-10930	30	4	the	the	DET
spir-10930	30	5	digital	digital	ADJ
spir-10930	30	6	humanities	humanity	NOUN
spir-10930	30	7	beyond	beyond	ADP
spir-10930	30	8	employing	employ	VERB
spir-10930	30	9	computational	computational	ADJ
spir-10930	30	10	tools	tool	NOUN
spir-10930	30	11	to	to	PART
spir-10930	30	12	simply	simply	ADV
spir-10930	30	13	describe	describe	VERB
spir-10930	30	14	platform	platform	NOUN
spir-10930	30	15	features	feature	NOUN
spir-10930	30	16	or	or	CCONJ
spir-10930	30	17	patterns	pattern	NOUN
spir-10930	30	18	of	of	ADP
spir-10930	30	19	use	use	NOUN
spir-10930	30	20	,	,	PUNCT
spir-10930	30	21	to	to	PART
spir-10930	30	22	also	also	ADV
spir-10930	30	23	‘	'	PUNCT
spir-10930	30	24	look	look	VERB
spir-10930	30	25	under	under	ADP
spir-10930	30	26	the	the	DET
spir-10930	30	27	hood	hood	NOUN
spir-10930	30	28	’	'	PUNCT
spir-10930	30	29	(	(	PUNCT
spir-10930	30	30	turow	turow	NOUN
spir-10930	30	31	2012	2012	NUM
spir-10930	30	32	)	)	PUNCT
spir-10930	30	33	.	.	PUNCT
spir-10930	31	1	once	once	SCONJ
spir-10930	31	2	these	these	DET
spir-10930	31	3	algorithms	algorithm	NOUN
spir-10930	31	4	are	be	AUX
spir-10930	31	5	implemented	implement	VERB
spir-10930	31	6	,	,	PUNCT
spir-10930	31	7	the	the	DET
spir-10930	31	8	next	next	ADJ
spir-10930	31	9	move	move	NOUN
spir-10930	31	10	in	in	ADP
spir-10930	31	11	critical	critical	ADJ
spir-10930	31	12	simulation	simulation	NOUN
spir-10930	31	13	is	be	AUX
spir-10930	31	14	to	to	PART
spir-10930	31	15	examine	examine	VERB
spir-10930	31	16	how	how	SCONJ
spir-10930	31	17	they	they	PRON
spir-10930	31	18	intervene	intervene	VERB
spir-10930	31	19	in	in	ADP
spir-10930	31	20	culture	culture	NOUN
spir-10930	31	21	,	,	PUNCT
spir-10930	31	22	and	and	CCONJ
spir-10930	31	23	how	how	SCONJ
spir-10930	31	24	participants	participant	NOUN
spir-10930	31	25	understand	understand	VERB
spir-10930	31	26	and	and	CCONJ
spir-10930	31	27	creatively	creatively	ADV
spir-10930	31	28	navigate	navigate	VERB
spir-10930	31	29	cultural	cultural	ADJ
spir-10930	31	30	settings	setting	NOUN
spir-10930	31	31	that	that	PRON
spir-10930	31	32	are	be	AUX
spir-10930	31	33	partly	partly	ADV
spir-10930	31	34	organised	organise	VERB
spir-10930	31	35	by	by	ADP
spir-10930	31	36	machines	machine	NOUN
spir-10930	31	37	.	.	PUNCT
spir-10930	32	1	in	in	ADP
spir-10930	32	2	the	the	DET
spir-10930	32	3	case	case	NOUN
spir-10930	32	4	of	of	ADP
spir-10930	32	5	instagram	instagram	PROPN
spir-10930	32	6	,	,	PUNCT
spir-10930	32	7	bringing	bring	VERB
spir-10930	32	8	the	the	DET
spir-10930	32	9	inner	inner	ADJ
spir-10930	32	10	workings	working	NOUN
spir-10930	32	11	and	and	CCONJ
spir-10930	32	12	outputs	output	NOUN
spir-10930	32	13	of	of	ADP
spir-10930	32	14	machine	machine	NOUN
spir-10930	32	15	vision	vision	NOUN
spir-10930	32	16	algorithmic	algorithmic	ADJ
spir-10930	32	17	decision	decision	NOUN
spir-10930	32	18	making	make	VERB
spir-10930	32	19	into	into	ADP
spir-10930	32	20	dialogue	dialogue	NOUN
spir-10930	32	21	with	with	ADP
spir-10930	32	22	instagram	instagram	PROPN
spir-10930	32	23	users	user	NOUN
spir-10930	32	24	allows	allow	VERB
spir-10930	32	25	us	we	PRON
spir-10930	32	26	to	to	PART
spir-10930	32	27	better	well	ADV
spir-10930	32	28	examine	examine	VERB
spir-10930	32	29	and	and	CCONJ
spir-10930	32	30	reflect	reflect	VERB
spir-10930	32	31	on	on	ADP
spir-10930	32	32	how	how	SCONJ
spir-10930	32	33	machines	machine	NOUN
spir-10930	32	34	operate	operate	VERB
spir-10930	32	35	on	on	ADP
spir-10930	32	36	and	and	CCONJ
spir-10930	32	37	categorise	categorise	VERB
spir-10930	32	38	everyday	everyday	ADJ
spir-10930	32	39	visual	visual	ADJ
spir-10930	32	40	cultures	culture	NOUN
spir-10930	32	41	(	(	PUNCT
spir-10930	32	42	carah	carah	PROPN
spir-10930	32	43	&	&	CCONJ
spir-10930	32	44	angus	angus	ADJ
spir-10930	32	45	2018	2018	NUM
spir-10930	32	46	)	)	PUNCT
spir-10930	32	47	.	.	PUNCT
spir-10930	33	1	critical	critical	ADJ
spir-10930	33	2	simulation	simulation	NOUN
spir-10930	33	3	allows	allow	VERB
spir-10930	33	4	us	we	PRON
spir-10930	33	5	to	to	PART
spir-10930	33	6	ask	ask	VERB
spir-10930	33	7	what	what	PRON
spir-10930	33	8	kinds	kind	NOUN
spir-10930	33	9	of	of	ADP
spir-10930	33	10	new	new	ADJ
spir-10930	33	11	relationships	relationship	NOUN
spir-10930	33	12	are	be	AUX
spir-10930	33	13	forming	form	VERB
spir-10930	33	14	between	between	ADP
spir-10930	33	15	vernacular	vernacular	ADJ
spir-10930	33	16	practices	practice	NOUN
spir-10930	33	17	and	and	CCONJ
spir-10930	33	18	machine	machine	NOUN
spir-10930	33	19	classification	classification	NOUN
spir-10930	33	20	,	,	PUNCT
spir-10930	33	21	including	include	VERB
spir-10930	33	22	how	how	SCONJ
spir-10930	33	23	everyday	everyday	ADJ
spir-10930	33	24	participation	participation	NOUN
spir-10930	33	25	in	in	ADP
spir-10930	33	26	visual	visual	ADJ
spir-10930	33	27	social	social	ADJ
spir-10930	33	28	media	medium	NOUN
spir-10930	33	29	also	also	ADV
spir-10930	33	30	helps	help	VERB
spir-10930	33	31	to	to	PART
spir-10930	33	32	train	train	VERB
spir-10930	33	33	machine	machine	NOUN
spir-10930	33	34	vision	vision	NOUN
spir-10930	33	35	systems	system	NOUN
spir-10930	33	36	,	,	PUNCT
spir-10930	33	37	and	and	CCONJ
spir-10930	33	38	how	how	SCONJ
spir-10930	33	39	human	human	ADJ
spir-10930	33	40	and	and	CCONJ
spir-10930	33	41	nonhuman	nonhuman	ADJ
spir-10930	33	42	processes	process	NOUN
spir-10930	33	43	are	be	AUX
spir-10930	33	44	interrelated	interrelate	VERB
spir-10930	33	45	in	in	ADP
spir-10930	33	46	the	the	DET
spir-10930	33	47	production	production	NOUN
spir-10930	33	48	of	of	ADP
spir-10930	33	49	digital	digital	ADJ
spir-10930	33	50	culture	culture	NOUN
spir-10930	33	51	.	.	PUNCT
spir-10930	34	1	computational	computational	ADJ
spir-10930	34	2	critical	critical	ADJ
spir-10930	34	3	simulation	simulation	NOUN
spir-10930	34	4	framework	framework	NOUN
spir-10930	34	5	the	the	DET
spir-10930	34	6	“	"	PUNCT
spir-10930	34	7	image	image	NOUN
spir-10930	34	8	machine	machine	NOUN
spir-10930	34	9	”	"	PUNCT
spir-10930	34	10	the	the	DET
spir-10930	34	11	image	image	NOUN
spir-10930	34	12	machine	machine	NOUN
spir-10930	34	13	is	be	AUX
spir-10930	34	14	a	a	DET
spir-10930	34	15	critical	critical	ADJ
spir-10930	34	16	simulation	simulation	NOUN
spir-10930	34	17	framework	framework	NOUN
spir-10930	34	18	comprised	comprise	VERB
spir-10930	34	19	of	of	ADP
spir-10930	34	20	a	a	DET
spir-10930	34	21	number	number	NOUN
spir-10930	34	22	of	of	ADP
spir-10930	34	23	modular	modular	ADJ
spir-10930	34	24	software	software	NOUN
spir-10930	34	25	components	component	NOUN
spir-10930	34	26	that	that	PRON
spir-10930	34	27	can	can	AUX
spir-10930	34	28	be	be	AUX
spir-10930	34	29	adapted	adapt	VERB
spir-10930	34	30	to	to	ADP
spir-10930	34	31	different	different	ADJ
spir-10930	34	32	visual	visual	ADJ
spir-10930	34	33	social	social	ADJ
spir-10930	34	34	platforms	platform	NOUN
spir-10930	34	35	,	,	PUNCT
spir-10930	34	36	and	and	CCONJ
spir-10930	34	37	machine	machine	NOUN
spir-10930	34	38	vision	vision	NOUN
spir-10930	34	39	architectures	architecture	NOUN
spir-10930	34	40	.	.	PUNCT
spir-10930	35	1	the	the	DET
spir-10930	35	2	instagram	instagram	PROPN
spir-10930	35	3	data	datum	NOUN
spir-10930	35	4	gathering	gathering	NOUN
spir-10930	35	5	module	module	NOUN
spir-10930	35	6	was	be	AUX
spir-10930	35	7	developed	develop	VERB
spir-10930	35	8	in	in	ADP
spir-10930	35	9	a	a	DET
spir-10930	35	10	manner	manner	NOUN
spir-10930	35	11	that	that	PRON
spir-10930	35	12	is	be	AUX
spir-10930	35	13	not	not	PART
spir-10930	35	14	reliant	reliant	ADJ
spir-10930	35	15	on	on	ADP
spir-10930	35	16	the	the	DET
spir-10930	35	17	use	use	NOUN
spir-10930	35	18	of	of	ADP
spir-10930	35	19	instagram	instagram	PROPN
spir-10930	35	20	’s	’s	PART
spir-10930	35	21	now	now	ADV
spir-10930	35	22	deprecated	deprecate	VERB
spir-10930	35	23	platform	platform	NOUN
spir-10930	35	24	-	-	PUNCT
spir-10930	35	25	specific	specific	ADJ
spir-10930	35	26	application	application	NOUN
spir-10930	35	27	programming	programming	NOUN
spir-10930	35	28	interface	interface	NOUN
spir-10930	35	29	(	(	PUNCT
spir-10930	35	30	api	api	NOUN
spir-10930	35	31	)	)	PUNCT
spir-10930	35	32	.	.	PUNCT
spir-10930	36	1	this	this	DET
spir-10930	36	2	module	module	NOUN
spir-10930	36	3	allows	allow	VERB
spir-10930	36	4	the	the	DET
spir-10930	36	5	gathering	gathering	NOUN
spir-10930	36	6	of	of	ADP
spir-10930	36	7	public	public	ADJ
spir-10930	36	8	images	image	NOUN
spir-10930	36	9	and	and	CCONJ
spir-10930	36	10	metadata	metadata	NOUN
spir-10930	36	11	using	use	VERB
spir-10930	36	12	hashtag	hashtag	NOUN
spir-10930	36	13	,	,	PUNCT
spir-10930	36	14	or	or	CCONJ
spir-10930	36	15	geolocation	geolocation	NOUN
spir-10930	36	16	queries	query	NOUN
spir-10930	36	17	.	.	PUNCT
spir-10930	37	1	we	we	PRON
spir-10930	37	2	use	use	VERB
spir-10930	37	3	puppeteer	puppeteer	NOUN
spir-10930	37	4	to	to	PART
spir-10930	37	5	interact	interact	VERB
spir-10930	37	6	with	with	ADP
spir-10930	37	7	instagram.com	instagram.com	X
spir-10930	37	8	,	,	PUNCT
spir-10930	37	9	intercepting	intercept	VERB
spir-10930	37	10	and	and	CCONJ
spir-10930	37	11	saving	save	VERB
spir-10930	37	12	responses	response	NOUN
spir-10930	37	13	to	to	ADP
spir-10930	37	14	requests	request	NOUN
spir-10930	37	15	that	that	SCONJ
spir-10930	37	16	the	the	DET
spir-10930	37	17	page	page	NOUN
spir-10930	37	18	’s	’s	PART
spir-10930	37	19	javascript	javascript	NOUN
spir-10930	37	20	initiates	initiate	VERB
spir-10930	37	21	,	,	PUNCT
spir-10930	37	22	making	make	VERB
spir-10930	37	23	it	it	PRON
spir-10930	37	24	tolerant	tolerant	ADJ
spir-10930	37	25	to	to	ADP
spir-10930	37	26	regular	regular	ADJ
spir-10930	37	27	changes	change	NOUN
spir-10930	37	28	to	to	ADP
spir-10930	37	29	instagram	instagram	PROPN
spir-10930	37	30	’s	’s	PART
spir-10930	37	31	web	web	NOUN
spir-10930	37	32	interface	interface	NOUN
spir-10930	37	33	.	.	PUNCT
spir-10930	38	1	the	the	DET
spir-10930	38	2	image	image	NOUN
spir-10930	38	3	machine	machine	NOUN
spir-10930	38	4	contains	contain	VERB
spir-10930	38	5	a	a	DET
spir-10930	38	6	machine	machine	NOUN
spir-10930	38	7	vision	vision	NOUN
spir-10930	38	8	sandbox	sandbox	NOUN
spir-10930	38	9	that	that	PRON
spir-10930	38	10	allows	allow	VERB
spir-10930	38	11	the	the	DET
spir-10930	38	12	integration	integration	NOUN
spir-10930	38	13	of	of	ADP
spir-10930	38	14	many	many	ADJ
spir-10930	38	15	standard	standard	ADJ
spir-10930	38	16	‘	'	PUNCT
spir-10930	38	17	supervised	supervised	ADJ
spir-10930	38	18	’	'	PUNCT
spir-10930	38	19	and	and	CCONJ
spir-10930	38	20	‘	'	PUNCT
spir-10930	38	21	unsupervised	unsupervised	ADJ
spir-10930	38	22	’	'	PUNCT
spir-10930	38	23	classification	classification	NOUN
spir-10930	38	24	algorithms	algorithm	NOUN
spir-10930	38	25	.	.	PUNCT
spir-10930	39	1	supervised	supervise	VERB
spir-10930	39	2	approaches	approach	NOUN
spir-10930	39	3	involve	involve	VERB
spir-10930	39	4	training	training	NOUN
spir-10930	39	5	algorithms	algorithm	NOUN
spir-10930	39	6	to	to	PART
spir-10930	39	7	recognise	recognise	VERB
spir-10930	39	8	pre	pre	ADJ
spir-10930	39	9	-	-	ADJ
spir-10930	39	10	defined	define	VERB
spir-10930	39	11	features	feature	NOUN
spir-10930	39	12	,	,	PUNCT
spir-10930	39	13	such	such	ADJ
spir-10930	39	14	as	as	ADP
spir-10930	39	15	the	the	DET
spir-10930	39	16	presence	presence	NOUN
spir-10930	39	17	of	of	ADP
spir-10930	39	18	people	people	NOUN
spir-10930	39	19	,	,	PUNCT
spir-10930	39	20	objects	object	NOUN
spir-10930	39	21	,	,	PUNCT
spir-10930	39	22	logos	logo	NOUN
spir-10930	39	23	,	,	PUNCT
spir-10930	39	24	or	or	CCONJ
spir-10930	39	25	text	text	NOUN
spir-10930	39	26	inside	inside	ADP
spir-10930	39	27	an	an	DET
spir-10930	39	28	image	image	NOUN
spir-10930	39	29	(	(	PUNCT
spir-10930	39	30	see	see	VERB
spir-10930	39	31	figure	figure	NOUN
spir-10930	39	32	1	1	NUM
spir-10930	39	33	)	)	PUNCT
spir-10930	39	34	.	.	PUNCT
spir-10930	40	1	unsupervised	unsupervised	ADJ
spir-10930	40	2	approaches	approach	NOUN
spir-10930	40	3	involve	involve	VERB
spir-10930	40	4	training	train	VERB
spir-10930	40	5	a	a	DET
spir-10930	40	6	machine	machine	NOUN
spir-10930	40	7	to	to	PART
spir-10930	40	8	inductively	inductively	ADV
spir-10930	40	9	recognise	recognise	VERB
spir-10930	40	10	latent	latent	NOUN
spir-10930	40	11	features	feature	NOUN
spir-10930	40	12	in	in	ADP
spir-10930	40	13	a	a	DET
spir-10930	40	14	data	data	NOUN
spir-10930	40	15	set	set	NOUN
spir-10930	40	16	,	,	PUNCT
spir-10930	40	17	here	here	ADV
spir-10930	40	18	these	these	PRON
spir-10930	40	19	could	could	AUX
spir-10930	40	20	be	be	AUX
spir-10930	40	21	the	the	DET
spir-10930	40	22	use	use	NOUN
spir-10930	40	23	of	of	ADP
spir-10930	40	24	colour	colour	NOUN
spir-10930	40	25	,	,	PUNCT
spir-10930	40	26	composition	composition	NOUN
spir-10930	40	27	,	,	PUNCT
spir-10930	40	28	or	or	CCONJ
spir-10930	40	29	other	other	ADJ
spir-10930	40	30	distinctive	distinctive	ADJ
spir-10930	40	31	image	image	NOUN
spir-10930	40	32	creation	creation	NOUN
spir-10930	40	33	practices	practice	NOUN
spir-10930	40	34	e.g.	e.g.	ADV
spir-10930	40	35	instagram	instagram	PROPN
spir-10930	40	36	filters	filter	NOUN
spir-10930	40	37	.	.	PUNCT
spir-10930	41	1	unsupervised	unsupervised	ADJ
spir-10930	41	2	approaches	approach	NOUN
spir-10930	41	3	are	be	AUX
spir-10930	41	4	crucial	crucial	ADJ
spir-10930	41	5	to	to	ADP
spir-10930	41	6	developing	develop	VERB
spir-10930	41	7	a	a	DET
spir-10930	41	8	critical	critical	ADJ
spir-10930	41	9	account	account	NOUN
spir-10930	41	10	of	of	ADP
spir-10930	41	11	how	how	SCONJ
spir-10930	41	12	machines	machine	NOUN
spir-10930	41	13	determine	determine	VERB
spir-10930	41	14	patterns	pattern	NOUN
spir-10930	41	15	in	in	ADP
spir-10930	41	16	cultural	cultural	ADJ
spir-10930	41	17	archives	archive	NOUN
spir-10930	41	18	independent	independent	ADJ
spir-10930	41	19	of	of	ADP
spir-10930	41	20	human	human	ADJ
spir-10930	41	21	judgments	judgment	NOUN
spir-10930	41	22	about	about	ADP
spir-10930	41	23	culture	culture	NOUN
spir-10930	41	24	(	(	PUNCT
spir-10930	41	25	andrejevic	andrejevic	ADJ
spir-10930	41	26	2013	2013	NUM
spir-10930	41	27	)	)	PUNCT
spir-10930	41	28	.	.	PUNCT
spir-10930	42	1	platforms	platform	NOUN
spir-10930	42	2	like	like	ADP
spir-10930	42	3	instagram	instagram	PROPN
spir-10930	42	4	,	,	PUNCT
spir-10930	42	5	netflix	netflix	NOUN
spir-10930	42	6	and	and	CCONJ
spir-10930	42	7	spotify	spotify	VERB
spir-10930	42	8	use	use	VERB
spir-10930	42	9	unsupervised	unsupervised	ADJ
spir-10930	42	10	approaches	approach	NOUN
spir-10930	42	11	to	to	PART
spir-10930	42	12	organise	organise	VERB
spir-10930	42	13	cultural	cultural	ADJ
spir-10930	42	14	material	material	NOUN
spir-10930	42	15	by	by	ADP
spir-10930	42	16	identifying	identify	VERB
spir-10930	42	17	otherwise	otherwise	ADV
spir-10930	42	18	imperceptible	imperceptible	ADJ
spir-10930	42	19	connections	connection	NOUN
spir-10930	42	20	,	,	PUNCT
spir-10930	42	21	such	such	ADJ
spir-10930	42	22	as	as	ADP
spir-10930	42	23	the	the	DET
spir-10930	42	24	nuanced	nuanced	ADJ
spir-10930	42	25	beat	beat	NOUN
spir-10930	42	26	structure	structure	NOUN
spir-10930	42	27	and	and	CCONJ
spir-10930	42	28	sonic	sonic	ADJ
spir-10930	42	29	topology	topology	NOUN
spir-10930	42	30	of	of	ADP
spir-10930	42	31	songs	song	NOUN
spir-10930	42	32	(	(	PUNCT
spir-10930	42	33	van	van	PROPN
spir-10930	42	34	den	den	PROPN
spir-10930	42	35	oord	oord	PROPN
spir-10930	42	36	et	et	PROPN
spir-10930	42	37	al	al	PROPN
spir-10930	42	38	.	.	PROPN
spir-10930	42	39	2013	2013	NUM
spir-10930	42	40	)	)	PUNCT
spir-10930	42	41	.	.	PUNCT
spir-10930	43	1	the	the	DET
spir-10930	43	2	image	image	NOUN
spir-10930	43	3	machine	machine	NOUN
spir-10930	43	4	can	can	AUX
spir-10930	43	5	strip	strip	VERB
spir-10930	43	6	all	all	PRON
spir-10930	43	7	unnecessary	unnecessary	ADJ
spir-10930	43	8	identifying	identify	VERB
spir-10930	43	9	information	information	NOUN
spir-10930	43	10	(	(	PUNCT
spir-10930	43	11	e.g.	e.g.	ADV
spir-10930	43	12	user	user	NOUN
spir-10930	43	13	handles	handle	NOUN
spir-10930	43	14	)	)	PUNCT
spir-10930	43	15	,	,	PUNCT
spir-10930	43	16	as	as	ADV
spir-10930	43	17	well	well	ADV
spir-10930	43	18	as	as	ADP
spir-10930	43	19	automatically	automatically	ADV
spir-10930	43	20	blur	blur	VERB
spir-10930	43	21	faces	face	NOUN
spir-10930	43	22	in	in	ADP
spir-10930	43	23	images	image	NOUN
spir-10930	43	24	for	for	ADP
spir-10930	43	25	ethics	ethic	NOUN
spir-10930	43	26	purposes	purpose	NOUN
spir-10930	43	27	.	.	PUNCT
spir-10930	44	1	once	once	ADV
spir-10930	44	2	gathered	gather	VERB
spir-10930	44	3	,	,	PUNCT
spir-10930	44	4	images	image	NOUN
spir-10930	44	5	are	be	AUX
spir-10930	44	6	processed	process	VERB
spir-10930	44	7	by	by	ADP
spir-10930	44	8	machine	machine	NOUN
spir-10930	44	9	vision	vision	NOUN
spir-10930	44	10	algorithms	algorithm	NOUN
spir-10930	44	11	for	for	ADP
spir-10930	44	12	analysis	analysis	NOUN
spir-10930	44	13	and	and	CCONJ
spir-10930	44	14	interpretation	interpretation	NOUN
spir-10930	44	15	.	.	PUNCT
spir-10930	45	1	in	in	ADP
spir-10930	45	2	figure	figure	NOUN
spir-10930	45	3	1	1	NUM
spir-10930	45	4	the	the	DET
spir-10930	45	5	detectron	detectron	ADV
spir-10930	45	6	supervised	supervised	ADJ
spir-10930	45	7	algorithm	algorithm	NOUN
spir-10930	45	8	,	,	PUNCT
spir-10930	45	9	developed	develop	VERB
spir-10930	45	10	and	and	CCONJ
spir-10930	45	11	used	use	VERB
spir-10930	45	12	by	by	ADP
spir-10930	45	13	facebook	facebook	PROPN
spir-10930	45	14	throughout	throughout	ADP
spir-10930	45	15	the	the	DET
spir-10930	45	16	mid-2010s	mid-2010s	X
spir-10930	45	17	(	(	PUNCT
spir-10930	45	18	“	"	PUNCT
spir-10930	45	19	detectron	detectron	PROPN
spir-10930	45	20	,	,	PUNCT
spir-10930	45	21	”	"	PUNCT
spir-10930	45	22	2018	2018	NUM
spir-10930	45	23	)	)	PUNCT
spir-10930	45	24	,	,	PUNCT
spir-10930	45	25	has	have	AUX
spir-10930	45	26	identified	identify	VERB
spir-10930	45	27	bottles	bottle	NOUN
spir-10930	45	28	in	in	ADP
spir-10930	45	29	an	an	DET
spir-10930	45	30	image	image	NOUN
spir-10930	45	31	returned	return	VERB
spir-10930	45	32	using	use	VERB
spir-10930	45	33	the	the	DET
spir-10930	45	34	query	query	NOUN
spir-10930	45	35	#	#	NOUN
spir-10930	45	36	tgif	tgif	NOUN
spir-10930	45	37	.	.	PUNCT
spir-10930	46	1	in	in	ADP
spir-10930	46	2	such	such	DET
spir-10930	46	3	a	a	DET
spir-10930	46	4	configuration	configuration	NOUN
spir-10930	46	5	the	the	DET
spir-10930	46	6	image	image	NOUN
spir-10930	46	7	machine	machine	NOUN
spir-10930	46	8	can	can	AUX
spir-10930	46	9	mimic	mimic	VERB
spir-10930	46	10	the	the	DET
spir-10930	46	11	fundamentals	fundamental	NOUN
spir-10930	46	12	of	of	ADP
spir-10930	46	13	platform	platform	NOUN
spir-10930	46	14	approaches	approach	NOUN
spir-10930	46	15	to	to	ADP
spir-10930	46	16	machine	machine	NOUN
spir-10930	46	17	vision	vision	NOUN
spir-10930	46	18	,	,	PUNCT
spir-10930	46	19	despite	despite	SCONJ
spir-10930	46	20	the	the	DET
spir-10930	46	21	smaller	small	ADJ
spir-10930	46	22	scale	scale	NOUN
spir-10930	46	23	of	of	ADP
spir-10930	46	24	data	datum	NOUN
spir-10930	46	25	we	we	PRON
spir-10930	46	26	are	be	AUX
spir-10930	46	27	using	use	VERB
spir-10930	46	28	to	to	PART
spir-10930	46	29	train	train	VERB
spir-10930	46	30	our	our	PRON
spir-10930	46	31	algorithms	algorithm	NOUN
spir-10930	46	32	.	.	PUNCT
spir-10930	47	1	figure	figure	VERB
spir-10930	47	2	1	1	NUM
spir-10930	47	3	:	:	PUNCT
spir-10930	47	4	the	the	DET
spir-10930	47	5	image	image	NOUN
spir-10930	47	6	machine	machine	NOUN
spir-10930	47	7	can	can	AUX
spir-10930	47	8	gather	gather	VERB
spir-10930	47	9	and	and	CCONJ
spir-10930	47	10	process	process	VERB
spir-10930	47	11	images	image	NOUN
spir-10930	47	12	from	from	ADP
spir-10930	47	13	instagram	instagram	PROPN
spir-10930	47	14	to	to	PART
spir-10930	47	15	simulate	simulate	VERB
spir-10930	47	16	how	how	SCONJ
spir-10930	47	17	supervised	supervised	ADJ
spir-10930	47	18	machine	machine	NOUN
spir-10930	47	19	vision	vision	NOUN
spir-10930	47	20	can	can	AUX
spir-10930	47	21	segment	segment	VERB
spir-10930	47	22	branded	brand	VERB
spir-10930	47	23	objects	object	NOUN
spir-10930	47	24	(	(	PUNCT
spir-10930	47	25	e.g.	e.g.	ADV
spir-10930	47	26	brands	brand	NOUN
spir-10930	47	27	of	of	ADP
spir-10930	47	28	beer	beer	NOUN
spir-10930	47	29	)	)	PUNCT
spir-10930	47	30	within	within	ADP
spir-10930	47	31	an	an	DET
spir-10930	47	32	image	image	NOUN
spir-10930	47	33	,	,	PUNCT
spir-10930	47	34	each	each	PRON
spir-10930	47	35	highlighted	highlight	VERB
spir-10930	47	36	using	use	VERB
spir-10930	47	37	a	a	DET
spir-10930	47	38	different	different	ADJ
spir-10930	47	39	coloured	coloured	ADJ
spir-10930	47	40	‘	'	PUNCT
spir-10930	47	41	mask	mask	NOUN
spir-10930	47	42	’	'	PUNCT
spir-10930	47	43	.	.	PUNCT
spir-10930	48	1	results	result	VERB
spir-10930	48	2	the	the	DET
spir-10930	48	3	first	first	ADJ
spir-10930	48	4	application	application	NOUN
spir-10930	48	5	of	of	ADP
spir-10930	48	6	the	the	DET
spir-10930	48	7	image	image	NOUN
spir-10930	48	8	machine	machine	NOUN
spir-10930	48	9	is	be	AUX
spir-10930	48	10	to	to	ADP
spir-10930	48	11	a	a	DET
spir-10930	48	12	major	major	ADJ
spir-10930	48	13	australian	australian	ADJ
spir-10930	48	14	music	music	NOUN
spir-10930	48	15	festival	festival	NOUN
spir-10930	48	16	,	,	PUNCT
spir-10930	48	17	splendour	splendour	NOUN
spir-10930	48	18	in	in	ADP
spir-10930	48	19	the	the	DET
spir-10930	48	20	grass	grass	NOUN
spir-10930	48	21	.	.	PUNCT
spir-10930	49	1	the	the	DET
spir-10930	49	2	music	music	NOUN
spir-10930	49	3	festival	festival	NOUN
spir-10930	49	4	splendour	splendour	NOUN
spir-10930	49	5	in	in	ADP
spir-10930	49	6	the	the	DET
spir-10930	49	7	grass	grass	NOUN
spir-10930	49	8	was	be	AUX
spir-10930	49	9	selected	select	VERB
spir-10930	49	10	as	as	ADP
spir-10930	49	11	a	a	DET
spir-10930	49	12	temporally	temporally	ADV
spir-10930	49	13	and	and	CCONJ
spir-10930	49	14	geographically	geographically	ADV
spir-10930	49	15	bound	bind	VERB
spir-10930	49	16	research	research	NOUN
spir-10930	49	17	site	site	NOUN
spir-10930	49	18	that	that	PRON
spir-10930	49	19	features	feature	VERB
spir-10930	49	20	a	a	DET
spir-10930	49	21	combination	combination	NOUN
spir-10930	49	22	of	of	ADP
spir-10930	49	23	music	music	NOUN
spir-10930	49	24	performances	performance	NOUN
spir-10930	49	25	,	,	PUNCT
spir-10930	49	26	art	art	NOUN
spir-10930	49	27	installations	installation	NOUN
spir-10930	49	28	,	,	PUNCT
spir-10930	49	29	fashion	fashion	NOUN
spir-10930	49	30	,	,	PUNCT
spir-10930	49	31	and	and	CCONJ
spir-10930	49	32	brand	brand	NOUN
spir-10930	49	33	activations	activation	NOUN
spir-10930	49	34	.	.	PUNCT
spir-10930	50	1	each	each	DET
spir-10930	50	2	year	year	NOUN
spir-10930	50	3	,	,	PUNCT
spir-10930	50	4	the	the	DET
spir-10930	50	5	festival	festival	NOUN
spir-10930	50	6	also	also	ADV
spir-10930	50	7	generates	generate	VERB
spir-10930	50	8	a	a	DET
spir-10930	50	9	large	large	ADJ
spir-10930	50	10	feed	feed	NOUN
spir-10930	50	11	of	of	ADP
spir-10930	50	12	images	image	NOUN
spir-10930	50	13	on	on	ADP
spir-10930	50	14	instagram	instagram	PROPN
spir-10930	50	15	,	,	PUNCT
spir-10930	50	16	shared	share	VERB
spir-10930	50	17	by	by	ADP
spir-10930	50	18	the	the	DET
spir-10930	50	19	organisers	organiser	NOUN
spir-10930	50	20	,	,	PUNCT
spir-10930	50	21	attendees	attendee	NOUN
spir-10930	50	22	,	,	PUNCT
spir-10930	50	23	bands	band	NOUN
spir-10930	50	24	,	,	PUNCT
spir-10930	50	25	artists	artist	NOUN
spir-10930	50	26	,	,	PUNCT
spir-10930	50	27	sponsoring	sponsor	VERB
spir-10930	50	28	brands	brand	NOUN
spir-10930	50	29	and	and	CCONJ
spir-10930	50	30	associated	associated	ADJ
spir-10930	50	31	influencers	influencer	NOUN
spir-10930	50	32	.	.	PUNCT
spir-10930	51	1	brands	brand	NOUN
spir-10930	51	2	build	build	VERB
spir-10930	51	3	large	large	ADJ
spir-10930	51	4	interactive	interactive	ADJ
spir-10930	51	5	installations	installation	NOUN
spir-10930	51	6	at	at	ADP
spir-10930	51	7	the	the	DET
spir-10930	51	8	festival	festival	NOUN
spir-10930	51	9	which	which	PRON
spir-10930	51	10	,	,	PUNCT
spir-10930	51	11	to	to	PART
spir-10930	51	12	use	use	VERB
spir-10930	51	13	the	the	DET
spir-10930	51	14	terminology	terminology	NOUN
spir-10930	51	15	of	of	ADP
spir-10930	51	16	marketers	marketer	NOUN
spir-10930	51	17	,	,	PUNCT
spir-10930	51	18	are	be	AUX
spir-10930	51	19	intended	intend	VERB
spir-10930	51	20	to	to	PART
spir-10930	51	21	be	be	AUX
spir-10930	51	22	‘	'	PUNCT
spir-10930	51	23	instagrammable	instagrammable	ADJ
spir-10930	51	24	’	'	PUNCT
spir-10930	51	25	.	.	PUNCT
spir-10930	52	1	to	to	AUX
spir-10930	52	2	road	road	NOUN
spir-10930	52	3	-	-	PUNCT
spir-10930	52	4	test	test	VERB
spir-10930	52	5	the	the	DET
spir-10930	52	6	image	image	NOUN
spir-10930	52	7	machine	machine	NOUN
spir-10930	52	8	,	,	PUNCT
spir-10930	52	9	we	we	PRON
spir-10930	52	10	gathered	gather	VERB
spir-10930	52	11	265,000	265,000	NUM
spir-10930	52	12	images	image	NOUN
spir-10930	52	13	posted	post	VERB
spir-10930	52	14	to	to	ADP
spir-10930	52	15	instagram	instagram	PROPN
spir-10930	52	16	using	use	VERB
spir-10930	52	17	hashtags	hashtag	NOUN
spir-10930	52	18	associated	associate	VERB
spir-10930	52	19	with	with	ADP
spir-10930	52	20	the	the	DET
spir-10930	52	21	festival	festival	NOUN
spir-10930	52	22	,	,	PUNCT
spir-10930	52	23	and	and	CCONJ
spir-10930	52	24	then	then	ADV
spir-10930	52	25	categorised	categorise	VERB
spir-10930	52	26	them	they	PRON
spir-10930	52	27	using	use	VERB
spir-10930	52	28	both	both	CCONJ
spir-10930	52	29	supervised	supervised	ADJ
spir-10930	52	30	and	and	CCONJ
spir-10930	52	31	unsupervised	unsupervised	ADJ
spir-10930	52	32	classifiers	classifier	NOUN
spir-10930	52	33	.	.	PUNCT
spir-10930	53	1	this	this	DET
spir-10930	53	2	case	case	NOUN
spir-10930	53	3	enables	enable	VERB
spir-10930	53	4	us	we	PRON
spir-10930	53	5	to	to	PART
spir-10930	53	6	undertake	undertake	VERB
spir-10930	53	7	a	a	DET
spir-10930	53	8	preliminary	preliminary	ADJ
spir-10930	53	9	exploration	exploration	NOUN
spir-10930	53	10	of	of	ADP
spir-10930	53	11	how	how	SCONJ
spir-10930	53	12	not	not	PART
spir-10930	53	13	only	only	ADV
spir-10930	53	14	how	how	SCONJ
spir-10930	53	15	machine	machine	NOUN
spir-10930	53	16	vision	vision	NOUN
spir-10930	53	17	classifies	classify	VERB
spir-10930	53	18	and	and	CCONJ
spir-10930	53	19	operates	operate	VERB
spir-10930	53	20	on	on	ADP
spir-10930	53	21	culture	culture	NOUN
spir-10930	53	22	,	,	PUNCT
spir-10930	53	23	but	but	CCONJ
spir-10930	53	24	also	also	ADV
spir-10930	53	25	how	how	SCONJ
spir-10930	53	26	these	these	DET
spir-10930	53	27	techniques	technique	NOUN
spir-10930	53	28	are	be	AUX
spir-10930	53	29	being	be	AUX
spir-10930	53	30	operationalised	operationalise	VERB
spir-10930	53	31	within	within	ADP
spir-10930	53	32	the	the	DET
spir-10930	53	33	advertising	advertising	NOUN
spir-10930	53	34	model	model	NOUN
spir-10930	53	35	and	and	CCONJ
spir-10930	53	36	promotional	promotional	ADJ
spir-10930	53	37	culture	culture	NOUN
spir-10930	53	38	of	of	ADP
spir-10930	53	39	platforms	platform	NOUN
spir-10930	53	40	like	like	ADP
spir-10930	53	41	instagram	instagram	PROPN
spir-10930	53	42	.	.	PUNCT
spir-10930	54	1	we	we	PRON
spir-10930	54	2	argue	argue	VERB
spir-10930	54	3	that	that	SCONJ
spir-10930	54	4	the	the	DET
spir-10930	54	5	commercial	commercial	ADJ
spir-10930	54	6	application	application	NOUN
spir-10930	54	7	of	of	ADP
spir-10930	54	8	machine	machine	NOUN
spir-10930	54	9	vision	vision	NOUN
spir-10930	54	10	is	be	AUX
spir-10930	54	11	interdependent	interdependent	ADJ
spir-10930	54	12	with	with	ADP
spir-10930	54	13	the	the	DET
spir-10930	54	14	participatory	participatory	ADJ
spir-10930	54	15	culture	culture	NOUN
spir-10930	54	16	of	of	ADP
spir-10930	54	17	platforms	platform	NOUN
spir-10930	54	18	like	like	ADP
spir-10930	54	19	instagram	instagram	PROPN
spir-10930	54	20	.	.	PUNCT
spir-10930	55	1	references	reference	NOUN
spir-10930	55	2	abidin	abidin	PROPN
spir-10930	55	3	,	,	PUNCT
spir-10930	55	4	c.	c.	PROPN
spir-10930	55	5	(	(	PUNCT
spir-10930	55	6	2016	2016	NUM
spir-10930	55	7	)	)	PUNCT
spir-10930	55	8	.	.	PUNCT
spir-10930	56	1	visibility	visibility	NOUN
spir-10930	56	2	labour	labour	NOUN
spir-10930	56	3	:	:	PUNCT
spir-10930	56	4	engaging	engage	VERB
spir-10930	56	5	with	with	ADP
spir-10930	56	6	influencers	influencer	NOUN
spir-10930	56	7	’	’	PART
spir-10930	56	8	fashion	fashion	NOUN
spir-10930	56	9	brands	brand	NOUN
spir-10930	56	10	and	and	CCONJ
spir-10930	56	11	#	#	ADP
spir-10930	56	12	ootd	ootd	ADJ
spir-10930	56	13	advertorial	advertorial	ADJ
spir-10930	56	14	campaigns	campaign	NOUN
spir-10930	56	15	on	on	ADP
spir-10930	56	16	instagram	instagram	PROPN
spir-10930	56	17	.	.	PUNCT
spir-10930	57	1	media	media	PROPN
spir-10930	57	2	international	international	PROPN
spir-10930	57	3	australia	australia	PROPN
spir-10930	57	4	161(1	161(1	NUM
spir-10930	57	5	):	):	PUNCT
spir-10930	57	6	86100	86100	NUM
spir-10930	57	7	.	.	PUNCT
spir-10930	58	1	andrejevic	andrejevic	ADJ
spir-10930	58	2	,	,	PUNCT
spir-10930	58	3	m.	m.	NOUN
spir-10930	58	4	(	(	PUNCT
spir-10930	58	5	2013	2013	NUM
spir-10930	58	6	)	)	PUNCT
spir-10930	58	7	.	.	PUNCT
spir-10930	59	1	infoglut	infoglut	VERB
spir-10930	59	2	:	:	PUNCT
spir-10930	59	3	how	how	SCONJ
spir-10930	59	4	too	too	ADV
spir-10930	59	5	much	much	ADJ
spir-10930	59	6	information	information	NOUN
spir-10930	59	7	is	be	AUX
spir-10930	59	8	changing	change	VERB
spir-10930	59	9	the	the	DET
spir-10930	59	10	way	way	NOUN
spir-10930	59	11	we	we	PRON
spir-10930	59	12	think	think	VERB
spir-10930	59	13	and	and	CCONJ
spir-10930	59	14	know	know	VERB
spir-10930	59	15	.	.	PUNCT
spir-10930	60	1	routledge	routledge	PROPN
spir-10930	60	2	:	:	PUNCT
spir-10930	60	3	london	london	PROPN
spir-10930	60	4	.	.	PUNCT
spir-10930	61	1	banet	banet	PROPN
spir-10930	61	2	-	-	PUNCT
spir-10930	61	3	weiser	weiser	PROPN
spir-10930	61	4	,	,	PUNCT
spir-10930	61	5	s.	s.	PROPN
spir-10930	61	6	(	(	PUNCT
spir-10930	61	7	2012	2012	NUM
spir-10930	61	8	)	)	PUNCT
spir-10930	61	9	.	.	PUNCT
spir-10930	62	1	authentictm	authentictm	ADV
spir-10930	62	2	:	:	PUNCT
spir-10930	62	3	the	the	DET
spir-10930	62	4	politics	politic	NOUN
spir-10930	62	5	of	of	ADP
spir-10930	62	6	ambivalence	ambivalence	NOUN
spir-10930	62	7	in	in	ADP
spir-10930	62	8	a	a	DET
spir-10930	62	9	brand	brand	NOUN
spir-10930	62	10	culture	culture	NOUN
spir-10930	62	11	.	.	PUNCT
spir-10930	63	1	new	new	PROPN
spir-10930	63	2	york	york	PROPN
spir-10930	63	3	:	:	PUNCT
spir-10930	63	4	nyu	nyu	PROPN
spir-10930	63	5	press	press	PROPN
spir-10930	63	6	.	.	PUNCT
spir-10930	64	1	burgess	burgess	PROPN
spir-10930	64	2	,	,	PUNCT
spir-10930	64	3	j.	j.	PROPN
spir-10930	64	4	(	(	PUNCT
spir-10930	64	5	2015	2015	NUM
spir-10930	64	6	)	)	PUNCT
spir-10930	64	7	.	.	PUNCT
spir-10930	65	1	from	from	ADP
spir-10930	65	2	‘	'	PUNCT
spir-10930	65	3	broadcast	broadcast	VERB
spir-10930	65	4	yourself	yourself	PRON
spir-10930	65	5	’	'	PUNCT
spir-10930	65	6	to	to	PART
spir-10930	65	7	‘	'	PUNCT
spir-10930	65	8	follow	follow	VERB
spir-10930	65	9	your	your	PRON
spir-10930	65	10	interests	interest	NOUN
spir-10930	65	11	’	'	PUNCT
spir-10930	65	12	:	:	PUNCT
spir-10930	65	13	making	make	VERB
spir-10930	65	14	over	over	ADP
spir-10930	65	15	social	social	ADJ
spir-10930	65	16	media	medium	NOUN
spir-10930	65	17	.	.	PUNCT
spir-10930	66	1	international	international	ADJ
spir-10930	66	2	journal	journal	PROPN
spir-10930	66	3	of	of	ADP
spir-10930	66	4	cultural	cultural	ADJ
spir-10930	66	5	studies	study	NOUN
spir-10930	66	6	,	,	PUNCT
spir-10930	66	7	18(3	18(3	NUM
spir-10930	66	8	):	):	PUNCT
spir-10930	66	9	281	281	NUM
spir-10930	66	10	-	-	SYM
spir-10930	66	11	285	285	NUM
spir-10930	66	12	.	.	PUNCT
spir-10930	67	1	carah	carah	PROPN
spir-10930	67	2	,	,	PUNCT
spir-10930	67	3	n.	n.	NOUN
spir-10930	67	4	,	,	PUNCT
spir-10930	67	5	&	&	CCONJ
spir-10930	67	6	angus	angus	PROPN
spir-10930	67	7	,	,	PUNCT
spir-10930	67	8	d.	d.	PROPN
spir-10930	67	9	(	(	PUNCT
spir-10930	67	10	2018	2018	NUM
spir-10930	67	11	)	)	PUNCT
spir-10930	67	12	.	.	PUNCT
spir-10930	68	1	algorithmic	algorithmic	ADJ
spir-10930	68	2	brand	brand	NOUN
spir-10930	68	3	culture	culture	NOUN
spir-10930	68	4	:	:	PUNCT
spir-10930	68	5	participatory	participatory	ADJ
spir-10930	68	6	labour	labour	NOUN
spir-10930	68	7	,	,	PUNCT
spir-10930	68	8	machine	machine	NOUN
spir-10930	68	9	learning	learning	NOUN
spir-10930	68	10	and	and	CCONJ
spir-10930	68	11	branding	brand	VERB
spir-10930	68	12	on	on	ADP
spir-10930	68	13	social	social	ADJ
spir-10930	68	14	media	medium	NOUN
spir-10930	68	15	.	.	PUNCT
spir-10930	69	1	media	medium	NOUN
spir-10930	69	2	,	,	PUNCT
spir-10930	69	3	culture	culture	NOUN
spir-10930	69	4	&	&	CCONJ
spir-10930	69	5	society	society	NOUN
spir-10930	69	6	,	,	PUNCT
spir-10930	69	7	40(2	40(2	NUM
spir-10930	69	8	)	)	PUNCT
spir-10930	69	9	,	,	PUNCT
spir-10930	69	10	178–194	178–194	NUM
spir-10930	69	11	.	.	PUNCT
spir-10930	70	1	crawford	crawford	PROPN
spir-10930	70	2	,	,	PUNCT
spir-10930	70	3	k.	k.	PROPN
spir-10930	70	4	(	(	PUNCT
spir-10930	70	5	2018	2018	NUM
spir-10930	70	6	)	)	PUNCT
spir-10930	70	7	.	.	PUNCT
spir-10930	71	1	‘	'	PUNCT
spir-10930	71	2	trouble	trouble	NOUN
spir-10930	71	3	with	with	ADP
spir-10930	71	4	bias	bias	NOUN
spir-10930	71	5	’	'	PUNCT
spir-10930	71	6	the	the	DET
spir-10930	71	7	31st	31st	ADJ
spir-10930	71	8	annual	annual	ADJ
spir-10930	71	9	conference	conference	NOUN
spir-10930	71	10	on	on	ADP
spir-10930	71	11	neural	neural	ADJ
spir-10930	71	12	information	information	NOUN
spir-10930	71	13	processing	processing	NOUN
spir-10930	71	14	systems	system	NOUN
spir-10930	71	15	(	(	PUNCT
spir-10930	71	16	nips	nip	NOUN
spir-10930	71	17	2017	2017	NUM
spir-10930	71	18	)	)	PUNCT
spir-10930	71	19	keynote	keynote	NOUN
spir-10930	71	20	presentation	presentation	NOUN
spir-10930	71	21	.	.	PUNCT
spir-10930	72	1	retrieved	retrieve	VERB
spir-10930	72	2	from	from	ADP
spir-10930	72	3	https://www.youtube.com/watch?v=ggzwiipkram	https://www.youtube.com/watch?v=ggzwiipkram	PROPN
spir-10930	72	4	detectron	detectron	PROPN
spir-10930	72	5	.	.	PUNCT
spir-10930	73	1	(	(	PUNCT
spir-10930	73	2	2018	2018	NUM
spir-10930	73	3	,	,	PUNCT
spir-10930	73	4	january	january	PROPN
spir-10930	73	5	23	23	NUM
spir-10930	73	6	)	)	PUNCT
spir-10930	73	7	.	.	PUNCT
spir-10930	74	1	retrieved	retrieve	VERB
spir-10930	74	2	from	from	ADP
spir-10930	74	3	https://github.com/facebookresearch/detectron	https://github.com/facebookresearch/detectron	PROPN
spir-10930	74	4	farocki	farocki	PROPN
spir-10930	74	5	,	,	PUNCT
spir-10930	74	6	h.	h.	PROPN
spir-10930	74	7	(	(	PUNCT
spir-10930	74	8	2004	2004	NUM
spir-10930	74	9	)	)	PUNCT
spir-10930	74	10	.	.	PUNCT
spir-10930	75	1	phantom	phantom	ADJ
spir-10930	75	2	images	image	NOUN
spir-10930	75	3	.	.	PUNCT
spir-10930	76	1	public	public	ADJ
spir-10930	76	2	,	,	PUNCT
spir-10930	76	3	29	29	NUM
spir-10930	76	4	.	.	PUNCT
spir-10930	76	5	highfield	highfield	PROPN
spir-10930	76	6	,	,	PUNCT
spir-10930	76	7	t.	t.	PROPN
spir-10930	76	8	,	,	PUNCT
spir-10930	76	9	&	&	CCONJ
spir-10930	76	10	leaver	leaver	NOUN
spir-10930	76	11	,	,	PUNCT
spir-10930	76	12	t.	t.	PROPN
spir-10930	76	13	(	(	PUNCT
spir-10930	76	14	2016	2016	NUM
spir-10930	76	15	)	)	PUNCT
spir-10930	76	16	.	.	PUNCT
spir-10930	77	1	instagrammatics	instagrammatic	NOUN
spir-10930	77	2	and	and	CCONJ
spir-10930	77	3	digital	digital	ADJ
spir-10930	77	4	methods	method	NOUN
spir-10930	77	5	:	:	PUNCT
spir-10930	77	6	studying	study	VERB
spir-10930	77	7	visual	visual	ADJ
spir-10930	77	8	social	social	ADJ
spir-10930	77	9	media	medium	NOUN
spir-10930	77	10	,	,	PUNCT
spir-10930	77	11	from	from	ADP
spir-10930	77	12	selfies	selfie	NOUN
spir-10930	77	13	and	and	CCONJ
spir-10930	77	14	gifs	gif	NOUN
spir-10930	77	15	to	to	ADP
spir-10930	77	16	memes	meme	NOUN
spir-10930	77	17	and	and	CCONJ
spir-10930	77	18	emoji	emoji	PROPN
spir-10930	77	19	.	.	PUNCT
spir-10930	78	1	communication	communication	NOUN
spir-10930	78	2	research	research	NOUN
spir-10930	78	3	and	and	CCONJ
spir-10930	78	4	practice	practice	NOUN
spir-10930	78	5	,	,	PUNCT
spir-10930	78	6	2(1	2(1	NUM
spir-10930	78	7	):	):	PUNCT
spir-10930	78	8	47	47	NUM
spir-10930	78	9	-	-	SYM
spir-10930	78	10	62	62	NUM
spir-10930	78	11	.	.	PUNCT
spir-10930	79	1	packer	packer	NOUN
spir-10930	79	2	,	,	PUNCT
spir-10930	79	3	j.	j.	PROPN
spir-10930	79	4	(	(	PUNCT
spir-10930	79	5	2013	2013	NUM
spir-10930	79	6	)	)	PUNCT
spir-10930	79	7	.	.	PUNCT
spir-10930	80	1	epistemology	epistemology	NOUN
spir-10930	80	2	not	not	PART
spir-10930	80	3	ideology	ideology	NOUN
spir-10930	80	4	or	or	CCONJ
spir-10930	80	5	why	why	SCONJ
spir-10930	80	6	we	we	PRON
spir-10930	80	7	need	need	VERB
spir-10930	80	8	new	new	ADJ
spir-10930	80	9	germans	german	NOUN
spir-10930	80	10	.	.	PUNCT
spir-10930	81	1	communication	communication	NOUN
spir-10930	81	2	and	and	CCONJ
spir-10930	81	3	critical	critical	ADJ
spir-10930	81	4	/	/	SYM
spir-10930	81	5	cultural	cultural	ADJ
spir-10930	81	6	studies	study	NOUN
spir-10930	81	7	,	,	PUNCT
spir-10930	81	8	10(2	10(2	PROPN
spir-10930	81	9	-	-	SYM
spir-10930	81	10	3	3	NUM
spir-10930	81	11	)	)	PUNCT
spir-10930	81	12	,	,	PUNCT
spir-10930	81	13	295	295	NUM
spir-10930	81	14	-	-	SYM
spir-10930	81	15	300	300	NUM
spir-10930	81	16	.	.	PUNCT
spir-10930	82	1	turow	turow	PROPN
spir-10930	82	2	,	,	PUNCT
spir-10930	82	3	j.	j.	PROPN
spir-10930	82	4	(	(	PUNCT
spir-10930	82	5	2012	2012	NUM
spir-10930	82	6	)	)	PUNCT
spir-10930	82	7	.	.	PUNCT
spir-10930	83	1	the	the	DET
spir-10930	83	2	daily	daily	ADJ
spir-10930	83	3	you	you	PRON
spir-10930	83	4	:	:	PUNCT
spir-10930	83	5	how	how	SCONJ
spir-10930	83	6	the	the	DET
spir-10930	83	7	new	new	ADJ
spir-10930	83	8	advertising	advertising	NOUN
spir-10930	83	9	industry	industry	NOUN
spir-10930	83	10	is	be	AUX
spir-10930	83	11	defining	define	VERB
spir-10930	83	12	your	your	PRON
spir-10930	83	13	identity	identity	NOUN
spir-10930	83	14	and	and	CCONJ
spir-10930	83	15	your	your	PRON
spir-10930	83	16	worth	worth	NOUN
spir-10930	83	17	.	.	PUNCT
spir-10930	84	1	yale	yale	PROPN
spir-10930	84	2	university	university	PROPN
spir-10930	84	3	press	press	NOUN
spir-10930	84	4	:	:	PUNCT
spir-10930	84	5	new	new	PROPN
spir-10930	84	6	haven	haven	NOUN
spir-10930	84	7	.	.	PUNCT
spir-10930	85	1	van	van	PROPN
spir-10930	85	2	den	den	PROPN
spir-10930	85	3	oord	oord	PROPN
spir-10930	85	4	,	,	PUNCT
spir-10930	85	5	a.	a.	NOUN
spir-10930	85	6	,	,	PUNCT
spir-10930	85	7	dieleman	dieleman	PROPN
spir-10930	85	8	,	,	PUNCT
spir-10930	85	9	s.	s.	PROPN
spir-10930	85	10	,	,	PUNCT
spir-10930	85	11	&	&	CCONJ
spir-10930	85	12	schrauwen	schrauwen	PROPN
spir-10930	85	13	,	,	PUNCT
spir-10930	85	14	b.	b.	PROPN
spir-10930	85	15	(	(	PUNCT
spir-10930	85	16	2013	2013	NUM
spir-10930	85	17	)	)	PUNCT
spir-10930	85	18	.	.	PUNCT
spir-10930	86	1	deep	deep	ADJ
spir-10930	86	2	content	content	NOUN
spir-10930	86	3	-	-	PUNCT
spir-10930	86	4	based	base	VERB
spir-10930	86	5	music	music	NOUN
spir-10930	86	6	recommendation	recommendation	NOUN
spir-10930	86	7	.	.	PUNCT
spir-10930	87	1	in	in	ADP
spir-10930	87	2	proceedings	proceeding	NOUN
spir-10930	87	3	of	of	ADP
spir-10930	87	4	neural	neural	ADJ
spir-10930	87	5	information	information	NOUN
spir-10930	87	6	processing	processing	NOUN
spir-10930	87	7	systems	system	NOUN
spir-10930	87	8	2013	2013	NUM
spir-10930	87	9	(	(	PUNCT
spir-10930	87	10	nips	nip	NOUN
spir-10930	87	11	2013	2013	NUM
spir-10930	87	12	)	)	PUNCT
spir-10930	87	13	,	,	PUNCT
spir-10930	87	14	2643	2643	NUM
spir-10930	87	15	-	-	SYM
spir-10930	87	16	2651	2651	NUM
spir-10930	87	17	.	.	PUNCT