id	sid	tid	token	lemma	pos
stem-1365	1	1	120	120	NUM
stem-1365	1	2	american	american	ADJ
stem-1365	1	3	journal	journal	NOUN
stem-1365	1	4	of	of	ADP
stem-1365	1	5	language	language	NOUN
stem-1365	1	6	,	,	PUNCT
stem-1365	1	7	literacy	literacy	NOUN
stem-1365	1	8	and	and	CCONJ
stem-1365	1	9	learning	learn	VERB
stem-1365	1	10	in	in	ADP
stem-1365	1	11	stem	stem	NOUN
stem-1365	1	12	education	education	NOUN
stem-1365	1	13	www	www	PROPN
stem-1365	1	14	.	.	PROPN
stem-1365	2	1	grnjournal.us	grnjournal.us	PROPN
stem-1365	2	2	american	american	PROPN
stem-1365	2	3	journal	journal	PROPN
stem-1365	2	4	of	of	ADP
stem-1365	2	5	language	language	NOUN
stem-1365	2	6	,	,	PUNCT
stem-1365	2	7	literacy	literacy	NOUN
stem-1365	2	8	and	and	CCONJ
stem-1365	2	9	learning	learn	VERB
stem-1365	2	10	in	in	ADP
stem-1365	2	11	stem	stem	NOUN
stem-1365	2	12	education	education	NOUN
stem-1365	2	13	volume	volume	NOUN
stem-1365	2	14	01	01	NUM
stem-1365	2	15	,	,	PUNCT
stem-1365	2	16	issue	issue	NOUN
stem-1365	2	17	09	09	NUM
stem-1365	2	18	,	,	PUNCT
stem-1365	2	19	2023	2023	NUM
stem-1365	2	20	issn	issn	X
stem-1365	2	21	(	(	PUNCT
stem-1365	2	22	e	e	NOUN
stem-1365	2	23	):	):	PUNCT
stem-1365	2	24	2993	2993	NUM
stem-1365	2	25	-	-	SYM
stem-1365	2	26	2769	2769	NUM
stem-1365	2	27	data	data	NOUN
stem-1365	2	28	conversion	conversion	NOUN
stem-1365	2	29	methods	method	NOUN
stem-1365	2	30	for	for	ADP
stem-1365	2	31	content	content	NOUN
stem-1365	2	32	management	management	NOUN
stem-1365	2	33	systems	system	NOUN
stem-1365	2	34	lian	lian	PROPN
stem-1365	2	35	tan	tan	PROPN
stem-1365	2	36	researcher	researcher	NOUN
stem-1365	2	37	,	,	PUNCT
stem-1365	2	38	fudan	fudan	PROPN
stem-1365	2	39	university	university	PROPN
stem-1365	2	40	,	,	PUNCT
stem-1365	2	41	shanghai	shanghai	PROPN
stem-1365	2	42	,	,	PUNCT
stem-1365	2	43	china	china	PROPN
stem-1365	2	44	.	.	PUNCT
stem-1365	3	1	abstract	abstract	PROPN
stem-1365	3	2	.	.	PUNCT
stem-1365	4	1	content	content	NOUN
stem-1365	4	2	management	management	NOUN
stem-1365	4	3	systems	system	NOUN
stem-1365	4	4	(	(	PUNCT
stem-1365	4	5	cms	cms	NOUN
stem-1365	4	6	)	)	PUNCT
stem-1365	4	7	have	have	AUX
stem-1365	4	8	become	become	VERB
stem-1365	4	9	a	a	DET
stem-1365	4	10	critical	critical	ADJ
stem-1365	4	11	tool	tool	NOUN
stem-1365	4	12	for	for	SCONJ
stem-1365	4	13	organizations	organization	NOUN
stem-1365	4	14	to	to	PART
stem-1365	4	15	manage	manage	VERB
stem-1365	4	16	their	their	PRON
stem-1365	4	17	digital	digital	ADJ
stem-1365	4	18	content	content	NOUN
stem-1365	4	19	and	and	CCONJ
stem-1365	4	20	deliver	deliver	VERB
stem-1365	4	21	it	it	PRON
stem-1365	4	22	across	across	ADP
stem-1365	4	23	multiple	multiple	ADJ
stem-1365	4	24	channels	channel	NOUN
stem-1365	4	25	.	.	PUNCT
stem-1365	5	1	when	when	SCONJ
stem-1365	5	2	transitioning	transition	VERB
stem-1365	5	3	to	to	ADP
stem-1365	5	4	a	a	DET
stem-1365	5	5	new	new	ADJ
stem-1365	5	6	cms	cms	NOUN
stem-1365	5	7	platform	platform	NOUN
stem-1365	5	8	,	,	PUNCT
stem-1365	5	9	migrating	migrate	VERB
stem-1365	5	10	existing	exist	VERB
stem-1365	5	11	content	content	NOUN
stem-1365	5	12	from	from	ADP
stem-1365	5	13	legacy	legacy	NOUN
stem-1365	5	14	systems	system	NOUN
stem-1365	5	15	into	into	ADP
stem-1365	5	16	the	the	DET
stem-1365	5	17	new	new	ADJ
stem-1365	5	18	environment	environment	NOUN
stem-1365	5	19	is	be	AUX
stem-1365	5	20	one	one	NUM
stem-1365	5	21	of	of	ADP
stem-1365	5	22	the	the	DET
stem-1365	5	23	biggest	big	ADJ
stem-1365	5	24	challenges	challenge	NOUN
stem-1365	5	25	.	.	PUNCT
stem-1365	6	1	this	this	PRON
stem-1365	6	2	requires	require	VERB
stem-1365	6	3	extensive	extensive	ADJ
stem-1365	6	4	planning	planning	NOUN
stem-1365	6	5	and	and	CCONJ
stem-1365	6	6	careful	careful	ADJ
stem-1365	6	7	execution	execution	NOUN
stem-1365	6	8	of	of	ADP
stem-1365	6	9	data	datum	NOUN
stem-1365	6	10	conversion	conversion	NOUN
stem-1365	6	11	processes	process	NOUN
stem-1365	6	12	to	to	PART
stem-1365	6	13	ensure	ensure	VERB
stem-1365	6	14	content	content	NOUN
stem-1365	6	15	integrity	integrity	NOUN
stem-1365	6	16	and	and	CCONJ
stem-1365	6	17	minimize	minimize	VERB
stem-1365	6	18	disruption	disruption	NOUN
stem-1365	6	19	during	during	ADP
stem-1365	6	20	the	the	DET
stem-1365	6	21	transition	transition	NOUN
stem-1365	6	22	.	.	PUNCT
stem-1365	7	1	this	this	DET
stem-1365	7	2	article	article	NOUN
stem-1365	7	3	provides	provide	VERB
stem-1365	7	4	an	an	DET
stem-1365	7	5	in	in	ADP
stem-1365	7	6	-	-	PUNCT
stem-1365	7	7	depth	depth	NOUN
stem-1365	7	8	overview	overview	NOUN
stem-1365	7	9	of	of	ADP
stem-1365	7	10	key	key	ADJ
stem-1365	7	11	data	data	NOUN
stem-1365	7	12	conversion	conversion	NOUN
stem-1365	7	13	methods	method	NOUN
stem-1365	7	14	,	,	PUNCT
stem-1365	7	15	considerations	consideration	NOUN
stem-1365	7	16	,	,	PUNCT
stem-1365	7	17	and	and	CCONJ
stem-1365	7	18	best	good	ADJ
stem-1365	7	19	practices	practice	NOUN
stem-1365	7	20	for	for	ADP
stem-1365	7	21	successful	successful	ADJ
stem-1365	7	22	cms	cms	NOUN
stem-1365	7	23	migrations	migration	NOUN
stem-1365	7	24	.	.	PUNCT
stem-1365	8	1	key	key	ADJ
stem-1365	8	2	words	word	NOUN
stem-1365	8	3	:	:	PUNCT
stem-1365	8	4	data	data	NOUN
stem-1365	8	5	conversion	conversion	NOUN
stem-1365	8	6	,	,	PUNCT
stem-1365	8	7	content	content	NOUN
stem-1365	8	8	management	management	NOUN
stem-1365	8	9	,	,	PUNCT
stem-1365	8	10	web	web	NOUN
stem-1365	8	11	applications	application	NOUN
stem-1365	8	12	,	,	PUNCT
stem-1365	8	13	api	api	NOUN
stem-1365	8	14	introduction	introduction	NOUN
stem-1365	8	15	as	as	SCONJ
stem-1365	8	16	organizations	organization	NOUN
stem-1365	8	17	adopt	adopt	VERB
stem-1365	8	18	new	new	ADJ
stem-1365	8	19	content	content	NOUN
stem-1365	8	20	management	management	NOUN
stem-1365	8	21	systems	system	NOUN
stem-1365	8	22	(	(	PUNCT
stem-1365	8	23	cms	cms	PROPN
stem-1365	8	24	)	)	PUNCT
stem-1365	8	25	,	,	PUNCT
stem-1365	8	26	they	they	PRON
stem-1365	8	27	need	need	VERB
stem-1365	8	28	to	to	PART
stem-1365	8	29	transfer	transfer	VERB
stem-1365	8	30	their	their	PRON
stem-1365	8	31	existing	exist	VERB
stem-1365	8	32	digital	digital	ADJ
stem-1365	8	33	content	content	NOUN
stem-1365	8	34	from	from	ADP
stem-1365	8	35	older	old	ADJ
stem-1365	8	36	cms	cms	NOUN
stem-1365	8	37	platforms	platform	NOUN
stem-1365	8	38	and	and	CCONJ
stem-1365	8	39	other	other	ADJ
stem-1365	8	40	source	source	NOUN
stem-1365	8	41	systems	system	NOUN
stem-1365	8	42	into	into	ADP
stem-1365	8	43	the	the	DET
stem-1365	8	44	new	new	ADJ
stem-1365	8	45	target	target	NOUN
stem-1365	8	46	cms	cms	NOUN
stem-1365	8	47	environment	environment	NOUN
stem-1365	8	48	.	.	PUNCT
stem-1365	9	1	this	this	DET
stem-1365	9	2	data	data	NOUN
stem-1365	9	3	conversion	conversion	NOUN
stem-1365	9	4	process	process	NOUN
stem-1365	9	5	allows	allow	VERB
stem-1365	9	6	business	business	NOUN
stem-1365	9	7	continuity	continuity	NOUN
stem-1365	9	8	by	by	ADP
stem-1365	9	9	retaining	retain	VERB
stem-1365	9	10	all	all	DET
stem-1365	9	11	content	content	NOUN
stem-1365	9	12	while	while	SCONJ
stem-1365	9	13	taking	take	VERB
stem-1365	9	14	advantage	advantage	NOUN
stem-1365	9	15	of	of	ADP
stem-1365	9	16	the	the	DET
stem-1365	9	17	enhanced	enhanced	ADJ
stem-1365	9	18	capabilities	capability	NOUN
stem-1365	9	19	,	,	PUNCT
stem-1365	9	20	architecture	architecture	NOUN
stem-1365	9	21	,	,	PUNCT
stem-1365	9	22	and	and	CCONJ
stem-1365	9	23	features	feature	NOUN
stem-1365	9	24	of	of	ADP
stem-1365	9	25	modern	modern	ADJ
stem-1365	9	26	cms	cms	NOUN
stem-1365	9	27	solutions	solution	NOUN
stem-1365	9	28	.	.	PUNCT
stem-1365	10	1	however	however	ADV
stem-1365	10	2	,	,	PUNCT
stem-1365	10	3	cms	cms	NOUN
stem-1365	10	4	data	datum	NOUN
stem-1365	10	5	conversions	conversion	NOUN
stem-1365	10	6	can	can	AUX
stem-1365	10	7	be	be	AUX
stem-1365	10	8	highly	highly	ADV
stem-1365	10	9	complex	complex	ADJ
stem-1365	10	10	undertakings	undertaking	NOUN
stem-1365	10	11	.	.	PUNCT
stem-1365	11	1	the	the	DET
stem-1365	11	2	projects	project	NOUN
stem-1365	11	3	require	require	VERB
stem-1365	11	4	detailed	detailed	ADJ
stem-1365	11	5	analysis	analysis	NOUN
stem-1365	11	6	of	of	ADP
stem-1365	11	7	source	source	NOUN
stem-1365	11	8	data	datum	NOUN
stem-1365	11	9	structures	structure	NOUN
stem-1365	11	10	,	,	PUNCT
stem-1365	11	11	content	content	NOUN
stem-1365	11	12	mapping	mapping	NOUN
stem-1365	11	13	to	to	ADP
stem-1365	11	14	the	the	DET
stem-1365	11	15	target	target	NOUN
stem-1365	11	16	cms	cms	NOUN
stem-1365	11	17	model	model	NOUN
stem-1365	11	18	,	,	PUNCT
stem-1365	11	19	extraction	extraction	NOUN
stem-1365	11	20	processes	process	NOUN
stem-1365	11	21	,	,	PUNCT
stem-1365	11	22	data	datum	NOUN
stem-1365	11	23	transformation	transformation	NOUN
stem-1365	11	24	and	and	CCONJ
stem-1365	11	25	normalization	normalization	NOUN
stem-1365	11	26	routines	routine	NOUN
stem-1365	11	27	,	,	PUNCT
stem-1365	11	28	validation	validation	NOUN
stem-1365	11	29	of	of	ADP
stem-1365	11	30	converted	converted	ADJ
stem-1365	11	31	content	content	NOUN
stem-1365	11	32	,	,	PUNCT
stem-1365	11	33	and	and	CCONJ
stem-1365	11	34	wellcoordinated	wellcoordinate	VERB
stem-1365	11	35	loading	loading	NOUN
stem-1365	11	36	into	into	ADP
stem-1365	11	37	the	the	DET
stem-1365	11	38	new	new	ADJ
stem-1365	11	39	system	system	NOUN
stem-1365	11	40	.	.	PUNCT
stem-1365	12	1	the	the	DET
stem-1365	12	2	high	high	ADJ
stem-1365	12	3	volume	volume	NOUN
stem-1365	12	4	and	and	CCONJ
stem-1365	12	5	velocity	velocity	NOUN
stem-1365	12	6	of	of	ADP
stem-1365	12	7	content	content	NOUN
stem-1365	12	8	,	,	PUNCT
stem-1365	12	9	multiple	multiple	ADJ
stem-1365	12	10	heterogeneous	heterogeneous	ADJ
stem-1365	12	11	source	source	NOUN
stem-1365	12	12	systems	system	NOUN
stem-1365	12	13	,	,	PUNCT
stem-1365	12	14	proprietary	proprietary	ADJ
stem-1365	12	15	formats	format	NOUN
stem-1365	12	16	,	,	PUNCT
stem-1365	12	17	inconsistent	inconsistent	ADJ
stem-1365	12	18	metadata	metadata	NOUN
stem-1365	12	19	,	,	PUNCT
stem-1365	12	20	and	and	CCONJ
stem-1365	12	21	variability	variability	NOUN
stem-1365	12	22	in	in	ADP
stem-1365	12	23	content	content	NOUN
stem-1365	12	24	structures	structure	NOUN
stem-1365	12	25	pose	pose	VERB
stem-1365	12	26	additional	additional	ADJ
stem-1365	12	27	challenges	challenge	NOUN
stem-1365	12	28	for	for	ADP
stem-1365	12	29	migration	migration	NOUN
stem-1365	12	30	projects	project	NOUN
stem-1365	12	31	(	(	PUNCT
stem-1365	12	32	henderson	henderson	PROPN
stem-1365	12	33	2020).by	2020).by	PROPN
stem-1365	12	34	thoroughly	thoroughly	ADV
stem-1365	12	35	assessing	assess	VERB
stem-1365	12	36	the	the	DET
stem-1365	12	37	existing	exist	VERB
stem-1365	12	38	content	content	NOUN
stem-1365	12	39	landscape	landscape	NOUN
stem-1365	12	40	,	,	PUNCT
stem-1365	12	41	formulating	formulate	VERB
stem-1365	12	42	data	data	NOUN
stem-1365	12	43	conversion	conversion	NOUN
stem-1365	12	44	strategies	strategy	NOUN
stem-1365	12	45	,	,	PUNCT
stem-1365	12	46	selecting	select	VERB
stem-1365	12	47	appropriate	appropriate	ADJ
stem-1365	12	48	tools	tool	NOUN
stem-1365	12	49	,	,	PUNCT
stem-1365	12	50	and	and	CCONJ
stem-1365	12	51	testing	testing	NOUN
stem-1365	12	52	approaches	approach	NOUN
stem-1365	12	53	through	through	ADP
stem-1365	12	54	staged	stage	VERB
stem-1365	12	55	migrations	migration	NOUN
stem-1365	12	56	,	,	PUNCT
stem-1365	12	57	organizations	organization	NOUN
stem-1365	12	58	can	can	AUX
stem-1365	12	59	ensure	ensure	VERB
stem-1365	12	60	seamless	seamless	ADJ
stem-1365	12	61	transitions	transition	NOUN
stem-1365	12	62	to	to	ADP
stem-1365	12	63	new	new	ADJ
stem-1365	12	64	cms	cms	NOUN
stem-1365	12	65	platforms	platform	NOUN
stem-1365	12	66	.	.	PUNCT
stem-1365	13	1	bulk	bulk	ADJ
stem-1365	13	2	data	datum	NOUN
stem-1365	13	3	migration	migration	NOUN
stem-1365	13	4	:	:	PUNCT
stem-1365	13	5	the	the	DET
stem-1365	13	6	most	most	ADV
stem-1365	13	7	common	common	ADJ
stem-1365	13	8	and	and	CCONJ
stem-1365	13	9	straightforward	straightforward	ADJ
stem-1365	13	10	technique	technique	NOUN
stem-1365	13	11	for	for	ADP
stem-1365	13	12	executing	execute	VERB
stem-1365	13	13	cms	cms	NOUN
stem-1365	13	14	data	datum	NOUN
stem-1365	13	15	conversions	conversion	NOUN
stem-1365	13	16	is	be	AUX
stem-1365	13	17	bulk	bulk	ADJ
stem-1365	13	18	content	content	NOUN
stem-1365	13	19	migration	migration	NOUN
stem-1365	13	20	at	at	ADP
stem-1365	13	21	scale	scale	NOUN
stem-1365	13	22	.	.	PUNCT
stem-1365	14	1	this	this	PRON
stem-1365	14	2	involves	involve	VERB
stem-1365	14	3	extracting	extract	VERB
stem-1365	14	4	entire	entire	ADJ
stem-1365	14	5	datasets	dataset	NOUN
stem-1365	14	6	of	of	ADP
stem-1365	14	7	content	content	NOUN
stem-1365	14	8	records	record	NOUN
stem-1365	14	9	and	and	CCONJ
stem-1365	14	10	associated	associated	ADJ
stem-1365	14	11	metadata	metadata	NOUN
stem-1365	14	12	from	from	ADP
stem-1365	14	13	source	source	NOUN
stem-1365	14	14	cms	cms	NOUN
stem-1365	14	15	databases	database	NOUN
stem-1365	14	16	,	,	PUNCT
stem-1365	14	17	content	content	NOUN
stem-1365	14	18	repositories	repository	NOUN
stem-1365	14	19	,	,	PUNCT
stem-1365	14	20	and	and	CCONJ
stem-1365	14	21	file	file	VERB
stem-1365	14	22	storage	storage	NOUN
stem-1365	14	23	systems	system	NOUN
stem-1365	14	24	using	use	VERB
stem-1365	14	25	custom	custom	NOUN
stem-1365	14	26	scripts	script	NOUN
stem-1365	14	27	,	,	PUNCT
stem-1365	14	28	database	database	NOUN
stem-1365	14	29	utilities	utility	NOUN
stem-1365	14	30	,	,	PUNCT
stem-1365	14	31	or	or	CCONJ
stem-1365	14	32	export	export	NOUN
stem-1365	14	33	functions	function	NOUN
stem-1365	14	34	of	of	ADP
stem-1365	14	35	the	the	DET
stem-1365	14	36	old	old	ADJ
stem-1365	14	37	cms	cms	NOUN
stem-1365	14	38	platform	platform	NOUN
stem-1365	14	39	(	(	PUNCT
stem-1365	14	40	rouse	rouse	VERB
stem-1365	14	41	2022	2022	NUM
stem-1365	14	42	)	)	PUNCT
stem-1365	14	43	.	.	PUNCT
stem-1365	15	1	the	the	DET
stem-1365	15	2	extracted	extract	VERB
stem-1365	15	3	content	content	NOUN
stem-1365	15	4	is	be	AUX
stem-1365	15	5	then	then	ADV
stem-1365	15	6	put	put	VERB
stem-1365	15	7	through	through	ADP
stem-1365	15	8	cleansing	cleansing	NOUN
stem-1365	15	9	and	and	CCONJ
stem-1365	15	10	normalization	normalization	NOUN
stem-1365	15	11	routines	routine	NOUN
stem-1365	15	12	to	to	PART
stem-1365	15	13	standardize	standardize	VERB
stem-1365	15	14	formats	format	NOUN
stem-1365	15	15	,	,	PUNCT
stem-1365	15	16	consolidate	consolidate	ADJ
stem-1365	15	17	metadata	metadata	NOUN
stem-1365	15	18	,	,	PUNCT
stem-1365	15	19	and	and	CCONJ
stem-1365	15	20	prepare	prepare	VERB
stem-1365	15	21	the	the	DET
stem-1365	15	22	datasets	dataset	NOUN
stem-1365	15	23	for	for	ADP
stem-1365	15	24	loading	load	VERB
stem-1365	15	25	into	into	ADP
stem-1365	15	26	the	the	DET
stem-1365	15	27	new	new	ADJ
stem-1365	15	28	target	target	NOUN
stem-1365	15	29	cms	cms	PROPN
stem-1365	15	30	.	.	PUNCT
stem-1365	16	1	this	this	PRON
stem-1365	16	2	may	may	AUX
stem-1365	16	3	involve	involve	VERB
stem-1365	16	4	transforming	transform	VERB
stem-1365	16	5	content	content	NOUN
stem-1365	16	6	records	record	NOUN
stem-1365	16	7	to	to	PART
stem-1365	16	8	match	match	VERB
stem-1365	16	9	the	the	DET
stem-1365	16	10	underlying	underlying	ADJ
stem-1365	16	11	data	data	NOUN
stem-1365	16	12	model	model	NOUN
stem-1365	16	13	,	,	PUNCT
stem-1365	16	14	content	content	NOUN
stem-1365	16	15	typing	type	VERB
stem-1365	16	16	schema	schema	NOUN
stem-1365	16	17	,	,	PUNCT
stem-1365	16	18	taxonomies	taxonomy	NOUN
stem-1365	16	19	,	,	PUNCT
stem-1365	16	20	workflows	workflow	NOUN
stem-1365	16	21	,	,	PUNCT
stem-1365	16	22	and	and	CCONJ
stem-1365	16	23	other	other	ADJ
stem-1365	16	24	structuring	structuring	NOUN
stem-1365	16	25	constructs	construct	NOUN
stem-1365	16	26	of	of	ADP
stem-1365	16	27	the	the	DET
stem-1365	16	28	new	new	ADJ
stem-1365	16	29	cms	cms	NOUN
stem-1365	16	30	platform	platform	NOUN
stem-1365	16	31	(	(	PUNCT
stem-1365	16	32	rackspace	rackspace	NOUN
stem-1365	16	33	2020	2020	NUM
stem-1365	16	34	)	)	PUNCT
stem-1365	16	35	.	.	PUNCT
stem-1365	17	1	media	media	NOUN
stem-1365	17	2	assets	asset	NOUN
stem-1365	17	3	and	and	CCONJ
stem-1365	17	4	files	file	NOUN
stem-1365	17	5	such	such	ADJ
stem-1365	17	6	as	as	ADP
stem-1365	17	7	images	image	NOUN
stem-1365	17	8	,	,	PUNCT
stem-1365	17	9	videos	video	NOUN
stem-1365	17	10	,	,	PUNCT
stem-1365	17	11	pdfs	pdfs	NOUN
stem-1365	17	12	,	,	PUNCT
stem-1365	17	13	and	and	CCONJ
stem-1365	17	14	documents	document	NOUN
stem-1365	17	15	are	be	AUX
stem-1365	17	16	typically	typically	ADV
stem-1365	17	17	migrated	migrate	VERB
stem-1365	17	18	separately	separately	ADV
stem-1365	17	19	from	from	ADP
stem-1365	17	20	121	121	NUM
stem-1365	17	21	american	american	ADJ
stem-1365	17	22	journal	journal	NOUN
stem-1365	17	23	of	of	ADP
stem-1365	17	24	language	language	NOUN
stem-1365	17	25	,	,	PUNCT
stem-1365	17	26	literacy	literacy	NOUN
stem-1365	17	27	and	and	CCONJ
stem-1365	17	28	learning	learn	VERB
stem-1365	17	29	in	in	ADP
stem-1365	17	30	stem	stem	NOUN
stem-1365	17	31	education	education	NOUN
stem-1365	17	32	www	www	PROPN
stem-1365	17	33	.	.	PUNCT
stem-1365	18	1	grnjournal.us	grnjournal.us	X
stem-1365	18	2	content	content	NOUN
stem-1365	18	3	records	record	VERB
stem-1365	18	4	to	to	PART
stem-1365	18	5	optimize	optimize	VERB
stem-1365	18	6	process	process	NOUN
stem-1365	18	7	performance	performance	NOUN
stem-1365	18	8	.	.	PUNCT
stem-1365	19	1	indexing	indexing	NOUN
stem-1365	19	2	routines	routine	NOUN
stem-1365	19	3	may	may	AUX
stem-1365	19	4	also	also	ADV
stem-1365	19	5	be	be	AUX
stem-1365	19	6	executed	execute	VERB
stem-1365	19	7	on	on	ADP
stem-1365	19	8	specific	specific	ADJ
stem-1365	19	9	file	file	NOUN
stem-1365	19	10	types	type	NOUN
stem-1365	19	11	to	to	PART
stem-1365	19	12	enable	enable	VERB
stem-1365	19	13	metadata	metadata	NOUN
stem-1365	19	14	-	-	PUNCT
stem-1365	19	15	based	base	VERB
stem-1365	19	16	search	search	NOUN
stem-1365	19	17	in	in	ADP
stem-1365	19	18	the	the	DET
stem-1365	19	19	new	new	ADJ
stem-1365	19	20	cms	cms	PROPN
stem-1365	19	21	.	.	PUNCT
stem-1365	20	1	with	with	ADP
stem-1365	20	2	content	content	NOUN
stem-1365	20	3	records	record	NOUN
stem-1365	20	4	normalized	normalize	VERB
stem-1365	20	5	and	and	CCONJ
stem-1365	20	6	media	medium	NOUN
stem-1365	20	7	files	file	NOUN
stem-1365	20	8	processed	process	VERB
stem-1365	20	9	,	,	PUNCT
stem-1365	20	10	the	the	DET
stem-1365	20	11	converted	convert	VERB
stem-1365	20	12	content	content	NOUN
stem-1365	20	13	is	be	AUX
stem-1365	20	14	imported	import	VERB
stem-1365	20	15	into	into	ADP
stem-1365	20	16	the	the	DET
stem-1365	20	17	new	new	ADJ
stem-1365	20	18	cms	cms	NOUN
stem-1365	20	19	through	through	ADP
stem-1365	20	20	bulk	bulk	ADJ
stem-1365	20	21	loading	loading	NOUN
stem-1365	20	22	tools	tool	NOUN
stem-1365	20	23	,	,	PUNCT
stem-1365	20	24	scripts	script	NOUN
stem-1365	20	25	,	,	PUNCT
stem-1365	20	26	apis	apis	ADJ
stem-1365	20	27	,	,	PUNCT
stem-1365	20	28	or	or	CCONJ
stem-1365	20	29	the	the	DET
stem-1365	20	30	platform	platform	NOUN
stem-1365	20	31	's	's	PART
stem-1365	20	32	built	build	VERB
stem-1365	20	33	-	-	PUNCT
stem-1365	20	34	in	in	ADP
stem-1365	20	35	data	datum	NOUN
stem-1365	20	36	import	import	NOUN
stem-1365	20	37	utilities	utility	NOUN
stem-1365	20	38	.	.	PUNCT
stem-1365	21	1	integrity	integrity	NOUN
stem-1365	21	2	checks	check	VERB
stem-1365	21	3	on	on	ADP
stem-1365	21	4	reference	reference	NOUN
stem-1365	21	5	links	link	NOUN
stem-1365	21	6	,	,	PUNCT
stem-1365	21	7	multifaceted	multifaceted	ADJ
stem-1365	21	8	relationships	relationship	NOUN
stem-1365	21	9	between	between	ADP
stem-1365	21	10	content	content	NOUN
stem-1365	21	11	entities	entity	NOUN
stem-1365	21	12	,	,	PUNCT
stem-1365	21	13	and	and	CCONJ
stem-1365	21	14	version	version	NOUN
stem-1365	21	15	histories	history	NOUN
stem-1365	21	16	help	help	VERB
stem-1365	21	17	preserve	preserve	VERB
stem-1365	21	18	the	the	DET
stem-1365	21	19	fidelity	fidelity	NOUN
stem-1365	21	20	of	of	ADP
stem-1365	21	21	data	datum	NOUN
stem-1365	21	22	during	during	ADP
stem-1365	21	23	bulk	bulk	ADJ
stem-1365	21	24	migration.bulk	migration.bulk	NOUN
stem-1365	21	25	data	datum	NOUN
stem-1365	21	26	migration	migration	NOUN
stem-1365	21	27	provides	provide	VERB
stem-1365	21	28	a	a	DET
stem-1365	21	29	straightforward	straightforward	ADJ
stem-1365	21	30	,	,	PUNCT
stem-1365	21	31	scalable	scalable	ADJ
stem-1365	21	32	approach	approach	NOUN
stem-1365	21	33	for	for	ADP
stem-1365	21	34	transferring	transfer	VERB
stem-1365	21	35	large	large	ADJ
stem-1365	21	36	volumes	volume	NOUN
stem-1365	21	37	of	of	ADP
stem-1365	21	38	content	content	NOUN
stem-1365	21	39	from	from	ADP
stem-1365	21	40	legacy	legacy	NOUN
stem-1365	21	41	cms	cms	NOUN
stem-1365	21	42	systems	system	NOUN
stem-1365	21	43	to	to	ADP
stem-1365	21	44	new	new	ADJ
stem-1365	21	45	platforms	platform	NOUN
stem-1365	21	46	with	with	ADP
stem-1365	21	47	relatively	relatively	ADV
stem-1365	21	48	less	less	ADJ
stem-1365	21	49	transformation	transformation	NOUN
stem-1365	21	50	complexity	complexity	NOUN
stem-1365	21	51	.	.	PUNCT
stem-1365	22	1	it	it	PRON
stem-1365	22	2	is	be	AUX
stem-1365	22	3	especially	especially	ADV
stem-1365	22	4	suitable	suitable	ADJ
stem-1365	22	5	when	when	SCONJ
stem-1365	22	6	source	source	NOUN
stem-1365	22	7	and	and	CCONJ
stem-1365	22	8	target	target	NOUN
stem-1365	22	9	cms	cms	NOUN
stem-1365	22	10	models	model	NOUN
stem-1365	22	11	have	have	VERB
stem-1365	22	12	similar	similar	ADJ
stem-1365	22	13	data	datum	NOUN
stem-1365	22	14	structures	structure	NOUN
stem-1365	22	15	.	.	PUNCT
stem-1365	23	1	api	api	NOUN
stem-1365	23	2	-	-	PUNCT
stem-1365	23	3	based	base	VERB
stem-1365	23	4	integration	integration	NOUN
stem-1365	23	5	:	:	PUNCT
stem-1365	23	6	modern	modern	ADJ
stem-1365	23	7	cms	cms	NOUN
stem-1365	23	8	platforms	platform	NOUN
stem-1365	23	9	provide	provide	VERB
stem-1365	23	10	robust	robust	ADJ
stem-1365	23	11	web	web	NOUN
stem-1365	23	12	apis	apis	NOUN
stem-1365	23	13	(	(	PUNCT
stem-1365	23	14	application	application	NOUN
stem-1365	23	15	programming	programming	NOUN
stem-1365	23	16	interfaces	interface	NOUN
stem-1365	23	17	)	)	PUNCT
stem-1365	23	18	that	that	PRON
stem-1365	23	19	allow	allow	VERB
stem-1365	23	20	programmatic	programmatic	ADJ
stem-1365	23	21	integration	integration	NOUN
stem-1365	23	22	with	with	ADP
stem-1365	23	23	external	external	ADJ
stem-1365	23	24	systems	system	NOUN
stem-1365	23	25	and	and	CCONJ
stem-1365	23	26	services	service	NOUN
stem-1365	23	27	(	(	PUNCT
stem-1365	23	28	giacomi	giacomi	NOUN
stem-1365	23	29	2021	2021	NUM
stem-1365	23	30	)	)	PUNCT
stem-1365	23	31	.	.	PUNCT
stem-1365	24	1	api	api	NOUN
stem-1365	24	2	-	-	PUNCT
stem-1365	24	3	enabled	enable	VERB
stem-1365	24	4	data	data	NOUN
stem-1365	24	5	conversion	conversion	NOUN
stem-1365	24	6	utilizes	utilize	VERB
stem-1365	24	7	these	these	DET
stem-1365	24	8	interfaces	interface	NOUN
stem-1365	24	9	to	to	PART
stem-1365	24	10	connect	connect	VERB
stem-1365	24	11	source	source	NOUN
stem-1365	24	12	and	and	CCONJ
stem-1365	24	13	destination	destination	NOUN
stem-1365	24	14	cms	cms	NOUN
stem-1365	24	15	environments	environment	NOUN
stem-1365	24	16	and	and	CCONJ
stem-1365	24	17	synchronize	synchronize	VERB
stem-1365	24	18	converted	converted	ADJ
stem-1365	24	19	content	content	NOUN
stem-1365	24	20	between	between	ADP
stem-1365	24	21	them	they	PRON
stem-1365	24	22	.	.	PUNCT
stem-1365	25	1	apis	apis	PROPN
stem-1365	25	2	provide	provide	VERB
stem-1365	25	3	fine	fine	ADV
stem-1365	25	4	-	-	PUNCT
stem-1365	25	5	grained	grain	VERB
stem-1365	25	6	control	control	NOUN
stem-1365	25	7	for	for	ADP
stem-1365	25	8	mapping	mapping	NOUN
stem-1365	25	9	content	content	NOUN
stem-1365	25	10	from	from	ADP
stem-1365	25	11	old	old	ADJ
stem-1365	25	12	systems	system	NOUN
stem-1365	25	13	to	to	ADP
stem-1365	25	14	new	new	ADJ
stem-1365	25	15	platforms.api	platforms.api	ADV
stem-1365	25	16	-	-	PUNCT
stem-1365	25	17	based	base	VERB
stem-1365	25	18	techniques	technique	NOUN
stem-1365	25	19	lend	lend	VERB
stem-1365	25	20	themselves	themselves	PRON
stem-1365	25	21	to	to	ADP
stem-1365	25	22	more	more	ADV
stem-1365	25	23	incremental	incremental	ADJ
stem-1365	25	24	,	,	PUNCT
stem-1365	25	25	iterative	iterative	NOUN
stem-1365	25	26	migration	migration	NOUN
stem-1365	25	27	approaches	approach	NOUN
stem-1365	25	28	,	,	PUNCT
stem-1365	25	29	updating	update	VERB
stem-1365	25	30	batches	batch	NOUN
stem-1365	25	31	of	of	ADP
stem-1365	25	32	content	content	NOUN
stem-1365	25	33	on	on	ADP
stem-1365	25	34	an	an	DET
stem-1365	25	35	ongoing	ongoing	ADJ
stem-1365	25	36	basis	basis	NOUN
stem-1365	25	37	rather	rather	ADV
stem-1365	25	38	than	than	ADP
stem-1365	25	39	bulk	bulk	ADJ
stem-1365	25	40	data	datum	NOUN
stem-1365	25	41	transfers	transfer	NOUN
stem-1365	25	42	.	.	PUNCT
stem-1365	26	1	granular	granular	ADJ
stem-1365	26	2	apis	apis	PROPN
stem-1365	26	3	also	also	ADV
stem-1365	26	4	facilitate	facilitate	VERB
stem-1365	26	5	complex	complex	ADJ
stem-1365	26	6	data	datum	NOUN
stem-1365	26	7	transformations	transformation	NOUN
stem-1365	26	8	required	require	VERB
stem-1365	26	9	to	to	PART
stem-1365	26	10	map	map	VERB
stem-1365	26	11	and	and	CCONJ
stem-1365	26	12	normalize	normalize	VERB
stem-1365	26	13	content	content	NOUN
stem-1365	26	14	from	from	ADP
stem-1365	26	15	highly	highly	ADV
stem-1365	26	16	customized	customize	VERB
stem-1365	26	17	legacy	legacy	NOUN
stem-1365	26	18	cms	cms	NOUN
stem-1365	26	19	implementations	implementation	NOUN
stem-1365	26	20	into	into	ADP
stem-1365	26	21	out	out	ADV
stem-1365	26	22	-	-	PUNCT
stem-1365	26	23	of	of	ADP
stem-1365	26	24	-	-	PUNCT
stem-1365	26	25	the	the	DET
stem-1365	26	26	-	-	PUNCT
stem-1365	26	27	box	box	NOUN
stem-1365	26	28	target	target	NOUN
stem-1365	26	29	environments	environment	NOUN
stem-1365	26	30	.	.	PUNCT
stem-1365	27	1	however	however	ADV
stem-1365	27	2	,	,	PUNCT
stem-1365	27	3	api	api	NOUN
stem-1365	27	4	-	-	PUNCT
stem-1365	27	5	centric	centric	ADJ
stem-1365	27	6	data	datum	NOUN
stem-1365	27	7	migration	migration	NOUN
stem-1365	27	8	requires	require	VERB
stem-1365	27	9	more	more	ADJ
stem-1365	27	10	specialized	specialized	ADJ
stem-1365	27	11	technical	technical	ADJ
stem-1365	27	12	expertise	expertise	NOUN
stem-1365	27	13	to	to	PART
stem-1365	27	14	leverage	leverage	VERB
stem-1365	27	15	integration	integration	NOUN
stem-1365	27	16	capabilities	capability	NOUN
stem-1365	27	17	through	through	ADP
stem-1365	27	18	custom	custom	NOUN
stem-1365	27	19	programming	programming	NOUN
stem-1365	27	20	.	.	PUNCT
stem-1365	28	1	the	the	DET
stem-1365	28	2	incremental	incremental	ADJ
stem-1365	28	3	nature	nature	NOUN
stem-1365	28	4	of	of	ADP
stem-1365	28	5	api	api	NOUN
stem-1365	28	6	transfers	transfer	NOUN
stem-1365	28	7	may	may	AUX
stem-1365	28	8	also	also	ADV
stem-1365	28	9	prolong	prolong	VERB
stem-1365	28	10	some	some	DET
stem-1365	28	11	cms	cms	NOUN
stem-1365	28	12	transition	transition	NOUN
stem-1365	28	13	timelines	timeline	NOUN
stem-1365	28	14	.	.	PUNCT
stem-1365	29	1	overall	overall	ADJ
stem-1365	29	2	,	,	PUNCT
stem-1365	29	3	cms	cms	NOUN
stem-1365	29	4	migration	migration	NOUN
stem-1365	29	5	through	through	ADP
stem-1365	29	6	apis	apis	PROPN
stem-1365	29	7	delivers	deliver	VERB
stem-1365	29	8	flexibility	flexibility	NOUN
stem-1365	29	9	to	to	PART
stem-1365	29	10	handle	handle	VERB
stem-1365	29	11	unique	unique	ADJ
stem-1365	29	12	conversion	conversion	NOUN
stem-1365	29	13	use	use	NOUN
stem-1365	29	14	cases	case	NOUN
stem-1365	29	15	where	where	SCONJ
stem-1365	29	16	bulk	bulk	ADJ
stem-1365	29	17	methods	method	NOUN
stem-1365	29	18	are	be	AUX
stem-1365	29	19	unsuitable	unsuitable	ADJ
stem-1365	29	20	.	.	PUNCT
stem-1365	30	1	specialized	specialized	ADJ
stem-1365	30	2	migration	migration	NOUN
stem-1365	30	3	tools	tool	NOUN
stem-1365	30	4	:	:	PUNCT
stem-1365	30	5	to	to	PART
stem-1365	30	6	streamline	streamline	VERB
stem-1365	30	7	cms	cms	PROPN
stem-1365	30	8	data	datum	NOUN
stem-1365	30	9	conversions	conversion	NOUN
stem-1365	30	10	,	,	PUNCT
stem-1365	30	11	various	various	ADJ
stem-1365	30	12	commercial	commercial	ADJ
stem-1365	30	13	and	and	CCONJ
stem-1365	30	14	open	open	ADJ
stem-1365	30	15	-	-	PUNCT
stem-1365	30	16	source	source	NOUN
stem-1365	30	17	tools	tool	NOUN
stem-1365	30	18	provide	provide	VERB
stem-1365	30	19	purpose	purpose	NOUN
stem-1365	30	20	-	-	PUNCT
stem-1365	30	21	built	build	VERB
stem-1365	30	22	functionalities	functionality	NOUN
stem-1365	30	23	for	for	ADP
stem-1365	30	24	migration	migration	NOUN
stem-1365	30	25	projects	project	NOUN
stem-1365	30	26	beyond	beyond	ADP
stem-1365	30	27	manual	manual	ADJ
stem-1365	30	28	coding	coding	NOUN
stem-1365	30	29	and	and	CCONJ
stem-1365	30	30	scripting	scripting	NOUN
stem-1365	30	31	(	(	PUNCT
stem-1365	30	32	bloomreach	bloomreach	NOUN
stem-1365	30	33	2021	2021	NUM
stem-1365	30	34	)	)	PUNCT
stem-1365	30	35	.	.	PUNCT
stem-1365	31	1	these	these	DET
stem-1365	31	2	tools	tool	NOUN
stem-1365	31	3	analyze	analyze	VERB
stem-1365	31	4	source	source	NOUN
stem-1365	31	5	cms	cms	NOUN
stem-1365	31	6	data	datum	NOUN
stem-1365	31	7	structures	structure	NOUN
stem-1365	31	8	,	,	PUNCT
stem-1365	31	9	content	content	NOUN
stem-1365	31	10	models	model	NOUN
stem-1365	31	11	,	,	PUNCT
stem-1365	31	12	metadata	metadata	NOUN
stem-1365	31	13	schemas	schema	NOUN
stem-1365	31	14	,	,	PUNCT
stem-1365	31	15	media	medium	NOUN
stem-1365	31	16	formats	format	NOUN
stem-1365	31	17	,	,	PUNCT
stem-1365	31	18	and	and	CCONJ
stem-1365	31	19	content	content	NOUN
stem-1365	31	20	repositories	repository	NOUN
stem-1365	31	21	to	to	PART
stem-1365	31	22	automatically	automatically	ADV
stem-1365	31	23	derive	derive	VERB
stem-1365	31	24	optimal	optimal	ADJ
stem-1365	31	25	extraction	extraction	NOUN
stem-1365	31	26	,	,	PUNCT
stem-1365	31	27	transformation	transformation	NOUN
stem-1365	31	28	and	and	CCONJ
stem-1365	31	29	loading	loading	NOUN
stem-1365	31	30	mechanisms	mechanism	NOUN
stem-1365	31	31	.	.	PUNCT
stem-1365	32	1	the	the	DET
stem-1365	32	2	tools	tool	NOUN
stem-1365	32	3	encapsulate	encapsulate	VERB
stem-1365	32	4	the	the	DET
stem-1365	32	5	underlying	underlie	VERB
stem-1365	32	6	complexities	complexity	NOUN
stem-1365	32	7	of	of	ADP
stem-1365	32	8	conversion	conversion	NOUN
stem-1365	32	9	processes	process	NOUN
stem-1365	32	10	through	through	ADP
stem-1365	32	11	intuitive	intuitive	ADJ
stem-1365	32	12	user	user	NOUN
stem-1365	32	13	interfaces	interface	NOUN
stem-1365	32	14	and	and	CCONJ
stem-1365	32	15	workflows	workflow	NOUN
stem-1365	32	16	for	for	ADP
stem-1365	32	17	configuring	configuring	NOUN
stem-1365	32	18	,	,	PUNCT
stem-1365	32	19	managing	managing	NOUN
stem-1365	32	20	,	,	PUNCT
stem-1365	32	21	and	and	CCONJ
stem-1365	32	22	monitoring	monitor	VERB
stem-1365	32	23	migrations	migration	NOUN
stem-1365	32	24	.	.	PUNCT
stem-1365	33	1	some	some	PRON
stem-1365	33	2	provide	provide	VERB
stem-1365	33	3	pre	pre	ADJ
stem-1365	33	4	-	-	ADJ
stem-1365	33	5	built	build	VERB
stem-1365	33	6	connectors	connector	NOUN
stem-1365	33	7	and	and	CCONJ
stem-1365	33	8	data	datum	NOUN
stem-1365	33	9	parsers	parser	NOUN
stem-1365	33	10	for	for	ADP
stem-1365	33	11	common	common	ADJ
stem-1365	33	12	cms	cms	NOUN
stem-1365	33	13	platforms	platform	NOUN
stem-1365	33	14	like	like	ADP
stem-1365	33	15	wordpress	wordpress	PROPN
stem-1365	33	16	,	,	PUNCT
stem-1365	33	17	adobe	adobe	PROPN
stem-1365	33	18	experience	experience	NOUN
stem-1365	33	19	manager	manager	NOUN
stem-1365	33	20	,	,	PUNCT
stem-1365	33	21	sitecore	sitecore	NOUN
stem-1365	33	22	,	,	PUNCT
stem-1365	33	23	and	and	CCONJ
stem-1365	33	24	drupal	drupal	NOUN
stem-1365	33	25	to	to	PART
stem-1365	33	26	simplify	simplify	VERB
stem-1365	33	27	mapping	mapping	NOUN
stem-1365	33	28	source	source	NOUN
stem-1365	33	29	content	content	NOUN
stem-1365	33	30	to	to	ADP
stem-1365	33	31	new	new	ADJ
stem-1365	33	32	target	target	NOUN
stem-1365	33	33	systems	system	NOUN
stem-1365	33	34	.	.	PUNCT
stem-1365	34	1	tools	tool	NOUN
stem-1365	34	2	may	may	AUX
stem-1365	34	3	also	also	ADV
stem-1365	34	4	incorporate	incorporate	VERB
stem-1365	34	5	capabilities	capability	NOUN
stem-1365	34	6	like	like	ADP
stem-1365	34	7	:	:	PUNCT
stem-1365	34	8	•	•	NUM
stem-1365	34	9	content	content	NOUN
stem-1365	34	10	analyzers	analyzer	NOUN
stem-1365	34	11	to	to	PART
stem-1365	34	12	scan	scan	VERB
stem-1365	34	13	source	source	NOUN
stem-1365	34	14	data	datum	NOUN
stem-1365	34	15	and	and	CCONJ
stem-1365	34	16	detect	detect	NOUN
stem-1365	34	17	formatting	formatting	NOUN
stem-1365	34	18	,	,	PUNCT
stem-1365	34	19	metadata	metadata	NOUN
stem-1365	34	20	,	,	PUNCT
stem-1365	34	21	entity	entity	NOUN
stem-1365	34	22	relationships	relationship	NOUN
stem-1365	34	23	,	,	PUNCT
stem-1365	34	24	and	and	CCONJ
stem-1365	34	25	design	design	NOUN
stem-1365	34	26	elements	element	NOUN
stem-1365	34	27	to	to	PART
stem-1365	34	28	preserve	preserve	VERB
stem-1365	34	29	•	•	ADJ
stem-1365	34	30	bulk	bulk	ADJ
stem-1365	34	31	exporters	exporter	NOUN
stem-1365	34	32	to	to	PART
stem-1365	34	33	efficiently	efficiently	ADV
stem-1365	34	34	extract	extract	VERB
stem-1365	34	35	large	large	ADJ
stem-1365	34	36	content	content	NOUN
stem-1365	34	37	sets	set	VERB
stem-1365	34	38	•	•	NOUN
stem-1365	34	39	transformation	transformation	NOUN
stem-1365	34	40	engines	engine	NOUN
stem-1365	34	41	to	to	PART
stem-1365	34	42	convert	convert	VERB
stem-1365	34	43	formats	format	NOUN
stem-1365	34	44	,	,	PUNCT
stem-1365	34	45	map	map	NOUN
stem-1365	34	46	metadata	metadata	NOUN
stem-1365	34	47	,	,	PUNCT
stem-1365	34	48	consolidate	consolidate	ADJ
stem-1365	34	49	taxonomies	taxonomy	NOUN
stem-1365	34	50	,	,	PUNCT
stem-1365	34	51	and	and	CCONJ
stem-1365	34	52	normalize	normalize	VERB
stem-1365	34	53	content	content	NOUN
stem-1365	34	54	structures	structure	NOUN
stem-1365	34	55	•	•	NOUN
stem-1365	34	56	media	medium	NOUN
stem-1365	34	57	file	file	NOUN
stem-1365	34	58	processors	processor	NOUN
stem-1365	34	59	to	to	ADP
stem-1365	34	60	transcode	transcode	ADJ
stem-1365	34	61	images	image	NOUN
stem-1365	34	62	,	,	PUNCT
stem-1365	34	63	videos	video	NOUN
stem-1365	34	64	,	,	PUNCT
stem-1365	34	65	and	and	CCONJ
stem-1365	34	66	documents	document	NOUN
stem-1365	34	67	•	•	PRON
stem-1365	34	68	validation	validation	NOUN
stem-1365	34	69	mechanisms	mechanism	NOUN
stem-1365	34	70	to	to	PART
stem-1365	34	71	verify	verify	VERB
stem-1365	34	72	converted	converted	ADJ
stem-1365	34	73	output	output	NOUN
stem-1365	34	74	through	through	ADP
stem-1365	34	75	rules	rule	NOUN
stem-1365	34	76	-	-	PUNCT
stem-1365	34	77	based	base	VERB
stem-1365	34	78	comparisons	comparison	NOUN
stem-1365	34	79	•	•	ADP
stem-1365	34	80	schedulers	scheduler	NOUN
stem-1365	34	81	to	to	PART
stem-1365	34	82	plan	plan	VERB
stem-1365	34	83	and	and	CCONJ
stem-1365	34	84	automate	automate	NOUN
stem-1365	34	85	staged	stage	VERB
stem-1365	34	86	migrations	migration	NOUN
stem-1365	34	87	122	122	NUM
stem-1365	34	88	american	american	PROPN
stem-1365	34	89	journal	journal	PROPN
stem-1365	34	90	of	of	ADP
stem-1365	34	91	language	language	NOUN
stem-1365	34	92	,	,	PUNCT
stem-1365	34	93	literacy	literacy	NOUN
stem-1365	34	94	and	and	CCONJ
stem-1365	34	95	learning	learn	VERB
stem-1365	34	96	in	in	ADP
stem-1365	34	97	stem	stem	NOUN
stem-1365	34	98	education	education	NOUN
stem-1365	34	99	www	www	PROPN
stem-1365	34	100	.	.	PROPN
stem-1365	35	1	grnjournal.us	grnjournal.us	X
stem-1365	35	2	while	while	SCONJ
stem-1365	35	3	migration	migration	NOUN
stem-1365	35	4	tools	tool	NOUN
stem-1365	35	5	reduce	reduce	VERB
stem-1365	35	6	programming	programming	NOUN
stem-1365	35	7	needs	need	NOUN
stem-1365	35	8	,	,	PUNCT
stem-1365	35	9	expert	expert	NOUN
stem-1365	35	10	guidance	guidance	NOUN
stem-1365	35	11	is	be	AUX
stem-1365	35	12	still	still	ADV
stem-1365	35	13	required	require	VERB
stem-1365	35	14	to	to	ADP
stem-1365	35	15	configure	configure	NOUN
stem-1365	35	16	tools	tool	NOUN
stem-1365	35	17	based	base	VERB
stem-1365	35	18	on	on	ADP
stem-1365	35	19	specific	specific	ADJ
stem-1365	35	20	project	project	NOUN
stem-1365	35	21	environments	environment	NOUN
stem-1365	35	22	and	and	CCONJ
stem-1365	35	23	requirements	requirement	NOUN
stem-1365	35	24	.	.	PUNCT
stem-1365	36	1	leveraging	leverage	VERB
stem-1365	36	2	purpose	purpose	NOUN
stem-1365	36	3	-	-	PUNCT
stem-1365	36	4	built	build	VERB
stem-1365	36	5	cms	cms	NOUN
stem-1365	36	6	migration	migration	NOUN
stem-1365	36	7	tools	tool	NOUN
stem-1365	36	8	can	can	AUX
stem-1365	36	9	significantly	significantly	ADV
stem-1365	36	10	speed	speed	VERB
stem-1365	36	11	up	up	ADP
stem-1365	36	12	data	data	NOUN
stem-1365	36	13	conversion	conversion	NOUN
stem-1365	36	14	and	and	CCONJ
stem-1365	36	15	reduce	reduce	VERB
stem-1365	36	16	risk	risk	NOUN
stem-1365	36	17	of	of	ADP
stem-1365	36	18	errors	error	NOUN
stem-1365	36	19	.	.	PUNCT
stem-1365	37	1	content	content	NOUN
stem-1365	37	2	analysis	analysis	NOUN
stem-1365	37	3	and	and	CCONJ
stem-1365	37	4	mapping	mapping	NOUN
stem-1365	37	5	:	:	PUNCT
stem-1365	37	6	the	the	DET
stem-1365	37	7	first	first	ADJ
stem-1365	37	8	critical	critical	ADJ
stem-1365	37	9	phase	phase	NOUN
stem-1365	37	10	in	in	ADP
stem-1365	37	11	any	any	DET
stem-1365	37	12	cms	cms	NOUN
stem-1365	37	13	migration	migration	NOUN
stem-1365	37	14	project	project	NOUN
stem-1365	37	15	is	be	AUX
stem-1365	37	16	analyzing	analyze	VERB
stem-1365	37	17	source	source	NOUN
stem-1365	37	18	content	content	NOUN
stem-1365	37	19	structure	structure	NOUN
stem-1365	37	20	,	,	PUNCT
stem-1365	37	21	data	datum	NOUN
stem-1365	37	22	schemas	schema	NOUN
stem-1365	37	23	,	,	PUNCT
stem-1365	37	24	content	content	NOUN
stem-1365	37	25	types	type	NOUN
stem-1365	37	26	or	or	CCONJ
stem-1365	37	27	post	post	NOUN
stem-1365	37	28	types	type	NOUN
stem-1365	37	29	,	,	PUNCT
stem-1365	37	30	metadata	metadata	NOUN
stem-1365	37	31	model	model	NOUN
stem-1365	37	32	,	,	PUNCT
stem-1365	37	33	taxonomies	taxonomy	NOUN
stem-1365	37	34	,	,	PUNCT
stem-1365	37	35	and	and	CCONJ
stem-1365	37	36	content	content	NOUN
stem-1365	37	37	relationships	relationship	NOUN
stem-1365	37	38	(	(	PUNCT
stem-1365	37	39	acquia	acquia	PROPN
stem-1365	37	40	2020	2020	NUM
stem-1365	37	41	)	)	PUNCT
stem-1365	37	42	.	.	PUNCT
stem-1365	38	1	this	this	PRON
stem-1365	38	2	involves	involve	VERB
stem-1365	38	3	examining	examine	VERB
stem-1365	38	4	both	both	CCONJ
stem-1365	38	5	the	the	DET
stem-1365	38	6	content	content	NOUN
stem-1365	38	7	itself	itself	PRON
stem-1365	38	8	as	as	ADV
stem-1365	38	9	well	well	ADV
stem-1365	38	10	as	as	ADP
stem-1365	38	11	the	the	DET
stem-1365	38	12	content	content	NOUN
stem-1365	38	13	model	model	NOUN
stem-1365	38	14	in	in	ADP
stem-1365	38	15	existing	exist	VERB
stem-1365	38	16	cms	cms	NOUN
stem-1365	38	17	platforms	platform	NOUN
stem-1365	38	18	or	or	CCONJ
stem-1365	38	19	other	other	ADJ
stem-1365	38	20	systems	system	NOUN
stem-1365	38	21	.	.	PUNCT
stem-1365	39	1	thorough	thorough	ADJ
stem-1365	39	2	source	source	NOUN
stem-1365	39	3	analysis	analysis	NOUN
stem-1365	39	4	helps	help	VERB
stem-1365	39	5	map	map	VERB
stem-1365	39	6	individual	individual	ADJ
stem-1365	39	7	content	content	NOUN
stem-1365	39	8	elements	element	NOUN
stem-1365	39	9	from	from	ADP
stem-1365	39	10	the	the	DET
stem-1365	39	11	old	old	ADJ
stem-1365	39	12	system	system	NOUN
stem-1365	39	13	to	to	PART
stem-1365	39	14	appropriate	appropriate	VERB
stem-1365	39	15	content	content	NOUN
stem-1365	39	16	types	type	NOUN
stem-1365	39	17	,	,	PUNCT
stem-1365	39	18	fields	field	NOUN
stem-1365	39	19	,	,	PUNCT
stem-1365	39	20	metadata	metadata	NOUN
stem-1365	39	21	schemas	schema	NOUN
stem-1365	39	22	,	,	PUNCT
stem-1365	39	23	and	and	CCONJ
stem-1365	39	24	taxonomy	taxonomy	NOUN
stem-1365	39	25	structures	structure	NOUN
stem-1365	39	26	in	in	ADP
stem-1365	39	27	the	the	DET
stem-1365	39	28	new	new	ADJ
stem-1365	39	29	target	target	NOUN
stem-1365	39	30	cms	cms	NOUN
stem-1365	39	31	that	that	PRON
stem-1365	39	32	will	will	AUX
stem-1365	39	33	preserve	preserve	VERB
stem-1365	39	34	context	context	NOUN
stem-1365	39	35	and	and	CCONJ
stem-1365	39	36	relationships	relationship	NOUN
stem-1365	39	37	.	.	PUNCT
stem-1365	40	1	for	for	ADP
stem-1365	40	2	example	example	NOUN
stem-1365	40	3	,	,	PUNCT
stem-1365	40	4	blog	blog	NOUN
stem-1365	40	5	posts	post	NOUN
stem-1365	40	6	in	in	ADP
stem-1365	40	7	the	the	DET
stem-1365	40	8	legacy	legacy	NOUN
stem-1365	40	9	cms	cms	NOUN
stem-1365	40	10	may	may	AUX
stem-1365	40	11	map	map	VERB
stem-1365	40	12	to	to	ADP
stem-1365	40	13	the	the	DET
stem-1365	40	14	"	"	PUNCT
stem-1365	40	15	article	article	NOUN
stem-1365	40	16	"	"	PUNCT
stem-1365	40	17	content	content	NOUN
stem-1365	40	18	type	type	NOUN
stem-1365	40	19	in	in	ADP
stem-1365	40	20	the	the	DET
stem-1365	40	21	new	new	ADJ
stem-1365	40	22	platform	platform	NOUN
stem-1365	40	23	,	,	PUNCT
stem-1365	40	24	while	while	SCONJ
stem-1365	40	25	events	event	NOUN
stem-1365	40	26	map	map	VERB
stem-1365	40	27	to	to	ADP
stem-1365	40	28	a	a	DET
stem-1365	40	29	"	"	PUNCT
stem-1365	40	30	event	event	NOUN
stem-1365	40	31	"	"	PUNCT
stem-1365	40	32	content	content	NOUN
stem-1365	40	33	type.careful	type.careful	NUM
stem-1365	40	34	content	content	NOUN
stem-1365	40	35	mapping	mapping	NOUN
stem-1365	40	36	through	through	ADP
stem-1365	40	37	examination	examination	NOUN
stem-1365	40	38	of	of	ADP
stem-1365	40	39	source	source	NOUN
stem-1365	40	40	models	model	NOUN
stem-1365	40	41	and	and	CCONJ
stem-1365	40	42	data	datum	NOUN
stem-1365	40	43	structures	structure	NOUN
stem-1365	40	44	is	be	AUX
stem-1365	40	45	imperative	imperative	ADJ
stem-1365	40	46	to	to	PART
stem-1365	40	47	ensure	ensure	VERB
stem-1365	40	48	semantic	semantic	ADJ
stem-1365	40	49	relevance	relevance	NOUN
stem-1365	40	50	and	and	CCONJ
stem-1365	40	51	continuity	continuity	NOUN
stem-1365	40	52	of	of	ADP
stem-1365	40	53	information	information	NOUN
stem-1365	40	54	through	through	ADP
stem-1365	40	55	the	the	DET
stem-1365	40	56	conversion	conversion	NOUN
stem-1365	40	57	process	process	NOUN
stem-1365	40	58	.	.	PUNCT
stem-1365	41	1	for	for	ADP
stem-1365	41	2	some	some	DET
stem-1365	41	3	cms	cms	NOUN
stem-1365	41	4	migrations	migration	NOUN
stem-1365	41	5	,	,	PUNCT
stem-1365	41	6	automated	automate	VERB
stem-1365	41	7	mapping	mapping	NOUN
stem-1365	41	8	tools	tool	NOUN
stem-1365	41	9	can	can	AUX
stem-1365	41	10	accelerate	accelerate	VERB
stem-1365	41	11	correlating	correlate	VERB
stem-1365	41	12	old	old	ADJ
stem-1365	41	13	schemas	schema	NOUN
stem-1365	41	14	with	with	ADP
stem-1365	41	15	new	new	ADJ
stem-1365	41	16	platform	platform	NOUN
stem-1365	41	17	models	model	NOUN
stem-1365	41	18	.	.	PUNCT
stem-1365	42	1	but	but	CCONJ
stem-1365	42	2	manual	manual	ADJ
stem-1365	42	3	verification	verification	NOUN
stem-1365	42	4	is	be	AUX
stem-1365	42	5	still	still	ADV
stem-1365	42	6	recommended	recommend	VERB
stem-1365	42	7	.	.	PUNCT
stem-1365	43	1	staged	stage	VERB
stem-1365	43	2	migrations	migration	NOUN
stem-1365	43	3	:	:	PUNCT
stem-1365	43	4	for	for	SCONJ
stem-1365	43	5	any	any	DET
stem-1365	43	6	major	major	ADJ
stem-1365	43	7	enterprise	enterprise	NOUN
stem-1365	43	8	cms	cms	NOUN
stem-1365	43	9	migration	migration	NOUN
stem-1365	43	10	,	,	PUNCT
stem-1365	43	11	testing	testing	NOUN
stem-1365	43	12	and	and	CCONJ
stem-1365	43	13	piloting	piloting	ADJ
stem-1365	43	14	data	data	NOUN
stem-1365	43	15	conversion	conversion	NOUN
stem-1365	43	16	methods	method	NOUN
stem-1365	43	17	in	in	ADP
stem-1365	43	18	staging	stage	VERB
stem-1365	43	19	environments	environment	NOUN
stem-1365	43	20	is	be	AUX
stem-1365	43	21	strongly	strongly	ADV
stem-1365	43	22	advised	advise	VERB
stem-1365	43	23	prior	prior	ADV
stem-1365	43	24	to	to	ADP
stem-1365	43	25	final	final	ADJ
stem-1365	43	26	execution	execution	NOUN
stem-1365	43	27	in	in	ADP
stem-1365	43	28	production	production	NOUN
stem-1365	43	29	systems	system	NOUN
stem-1365	43	30	.	.	PUNCT
stem-1365	44	1	staging	stage	VERB
stem-1365	44	2	provides	provide	VERB
stem-1365	44	3	isolated	isolated	ADJ
stem-1365	44	4	cms	cms	NOUN
stem-1365	44	5	instances	instance	NOUN
stem-1365	44	6	for	for	ADP
stem-1365	44	7	validating	validate	VERB
stem-1365	44	8	extraction	extraction	NOUN
stem-1365	44	9	,	,	PUNCT
stem-1365	44	10	transformation	transformation	NOUN
stem-1365	44	11	,	,	PUNCT
stem-1365	44	12	and	and	CCONJ
stem-1365	44	13	loading	loading	NOUN
stem-1365	44	14	processes	process	NOUN
stem-1365	44	15	without	without	ADP
stem-1365	44	16	risk	risk	NOUN
stem-1365	44	17	of	of	ADP
stem-1365	44	18	impacting	impact	VERB
stem-1365	44	19	live	live	ADJ
stem-1365	44	20	production	production	NOUN
stem-1365	44	21	systems	system	NOUN
stem-1365	44	22	(	(	PUNCT
stem-1365	44	23	rackspace	rackspace	NOUN
stem-1365	44	24	2020	2020	NUM
stem-1365	44	25	)	)	PUNCT
stem-1365	44	26	.	.	PUNCT
stem-1365	45	1	replicating	replicate	VERB
stem-1365	45	2	source	source	NOUN
stem-1365	45	3	cms	cms	NOUN
stem-1365	45	4	content	content	NOUN
stem-1365	45	5	snapshot	snapshot	NOUN
stem-1365	45	6	and	and	CCONJ
stem-1365	45	7	target	target	NOUN
stem-1365	45	8	cms	cms	NOUN
stem-1365	45	9	test	test	NOUN
stem-1365	45	10	instances	instance	NOUN
stem-1365	45	11	in	in	ADP
stem-1365	45	12	staging	stage	VERB
stem-1365	45	13	allows	allow	VERB
stem-1365	45	14	full	full	ADJ
stem-1365	45	15	migration	migration	NOUN
stem-1365	45	16	trial	trial	NOUN
stem-1365	45	17	runs	run	VERB
stem-1365	45	18	to	to	PART
stem-1365	45	19	identify	identify	VERB
stem-1365	45	20	any	any	DET
stem-1365	45	21	transformation	transformation	NOUN
stem-1365	45	22	gaps	gap	NOUN
stem-1365	45	23	or	or	CCONJ
stem-1365	45	24	data	datum	NOUN
stem-1365	45	25	issues	issue	NOUN
stem-1365	45	26	early	early	ADV
stem-1365	45	27	in	in	ADP
stem-1365	45	28	the	the	DET
stem-1365	45	29	process	process	NOUN
stem-1365	45	30	.	.	PUNCT
stem-1365	46	1	staged	stage	VERB
stem-1365	46	2	migrations	migration	NOUN
stem-1365	46	3	enable	enable	VERB
stem-1365	46	4	assessing	assess	VERB
stem-1365	46	5	converted	convert	VERB
stem-1365	46	6	content	content	NOUN
stem-1365	46	7	quality	quality	NOUN
stem-1365	46	8	in	in	ADP
stem-1365	46	9	the	the	DET
stem-1365	46	10	new	new	ADJ
stem-1365	46	11	cms	cms	NOUN
stem-1365	46	12	platform	platform	NOUN
stem-1365	46	13	prior	prior	ADV
stem-1365	46	14	to	to	PART
stem-1365	46	15	launch	launch	VERB
stem-1365	46	16	through	through	ADP
stem-1365	46	17	user	user	NOUN
stem-1365	46	18	testing	testing	NOUN
stem-1365	46	19	and	and	CCONJ
stem-1365	46	20	acceptance	acceptance	NOUN
stem-1365	46	21	reviews	review	NOUN
stem-1365	46	22	.	.	PUNCT
stem-1365	47	1	running	run	VERB
stem-1365	47	2	through	through	ADP
stem-1365	47	3	entire	entire	ADJ
stem-1365	47	4	migration	migration	NOUN
stem-1365	47	5	technical	technical	ADJ
stem-1365	47	6	processes	process	NOUN
stem-1365	47	7	and	and	CCONJ
stem-1365	47	8	cutover	cutover	NOUN
stem-1365	47	9	procedures	procedure	NOUN
stem-1365	47	10	in	in	ADP
stem-1365	47	11	staging	stage	VERB
stem-1365	47	12	minimizes	minimize	VERB
stem-1365	47	13	surprises	surprise	NOUN
stem-1365	47	14	during	during	ADP
stem-1365	47	15	actual	actual	ADJ
stem-1365	47	16	cms	cms	NOUN
stem-1365	47	17	transition	transition	NOUN
stem-1365	47	18	events	event	NOUN
stem-1365	47	19	.	.	PUNCT
stem-1365	48	1	it	it	PRON
stem-1365	48	2	also	also	ADV
stem-1365	48	3	surfaces	surface	VERB
stem-1365	48	4	any	any	DET
stem-1365	48	5	needs	need	NOUN
stem-1365	48	6	to	to	PART
stem-1365	48	7	refine	refine	VERB
stem-1365	48	8	data	data	NOUN
stem-1365	48	9	conversion	conversion	NOUN
stem-1365	48	10	methods	method	NOUN
stem-1365	48	11	,	,	PUNCT
stem-1365	48	12	content	content	NOUN
stem-1365	48	13	mapping	mapping	NOUN
stem-1365	48	14	rules	rule	NOUN
stem-1365	48	15	,	,	PUNCT
stem-1365	48	16	or	or	CCONJ
stem-1365	48	17	transformation	transformation	NOUN
stem-1365	48	18	logic	logic	NOUN
stem-1365	48	19	before	before	ADP
stem-1365	48	20	final	final	ADJ
stem-1365	48	21	rollout(ar	rollout(ar	PROPN
stem-1365	48	22	kunduru	kunduru	ADJ
stem-1365	48	23	2023	2023	NUM
stem-1365	48	24	)	)	PUNCT
stem-1365	48	25	.	.	PUNCT
stem-1365	49	1	conversion	conversion	NOUN
stem-1365	49	2	validation	validation	NOUN
stem-1365	49	3	:	:	PUNCT
stem-1365	49	4	after	after	ADP
stem-1365	49	5	migrating	migrate	VERB
stem-1365	49	6	datasets	dataset	NOUN
stem-1365	49	7	into	into	ADP
stem-1365	49	8	the	the	DET
stem-1365	49	9	new	new	ADJ
stem-1365	49	10	cms	cms	PROPN
stem-1365	49	11	,	,	PUNCT
stem-1365	49	12	meticulous	meticulous	ADJ
stem-1365	49	13	validation	validation	NOUN
stem-1365	49	14	of	of	ADP
stem-1365	49	15	converted	convert	VERB
stem-1365	49	16	content	content	NOUN
stem-1365	49	17	is	be	AUX
stem-1365	49	18	essential	essential	ADJ
stem-1365	49	19	to	to	PART
stem-1365	49	20	ensure	ensure	VERB
stem-1365	49	21	accuracy	accuracy	NOUN
stem-1365	49	22	and	and	CCONJ
stem-1365	49	23	confirm	confirm	VERB
stem-1365	49	24	conversions	conversion	NOUN
stem-1365	49	25	executed	execute	VERB
stem-1365	49	26	correctly	correctly	ADV
stem-1365	49	27	(	(	PUNCT
stem-1365	49	28	content	content	NOUN
stem-1365	49	29	science	science	NOUN
stem-1365	49	30	2018).sampling	2018).sampling	NUM
stem-1365	49	31	representative	representative	ADJ
stem-1365	49	32	portions	portion	NOUN
stem-1365	49	33	of	of	ADP
stem-1365	49	34	migrated	migrate	VERB
stem-1365	49	35	content	content	NOUN
stem-1365	49	36	and	and	CCONJ
stem-1365	49	37	cross	cross	ADJ
stem-1365	49	38	-	-	ADJ
stem-1365	49	39	checking	checking	ADJ
stem-1365	49	40	against	against	ADP
stem-1365	49	41	source	source	NOUN
stem-1365	49	42	systems	system	NOUN
stem-1365	49	43	provides	provide	VERB
stem-1365	49	44	quality	quality	NOUN
stem-1365	49	45	assurance	assurance	NOUN
stem-1365	49	46	.	.	PUNCT
stem-1365	50	1	key	key	ADJ
stem-1365	50	2	validation	validation	NOUN
stem-1365	50	3	aspects	aspect	NOUN
stem-1365	50	4	include	include	VERB
stem-1365	50	5	:	:	PUNCT
stem-1365	50	6	•	•	NUM
stem-1365	50	7	examine	examine	NOUN
stem-1365	50	8	content	content	NOUN
stem-1365	50	9	records	record	NOUN
stem-1365	50	10	to	to	PART
stem-1365	50	11	verify	verify	VERB
stem-1365	50	12	all	all	DET
stem-1365	50	13	relevant	relevant	ADJ
stem-1365	50	14	metadata	metadata	NOUN
stem-1365	50	15	fields	field	NOUN
stem-1365	50	16	and	and	CCONJ
stem-1365	50	17	content	content	NOUN
stem-1365	50	18	mapped	map	VERB
stem-1365	50	19	and	and	CCONJ
stem-1365	50	20	transferred	transfer	VERB
stem-1365	50	21	without	without	ADP
stem-1365	50	22	errors	error	NOUN
stem-1365	50	23	•	•	ADP
stem-1365	50	24	check	check	NOUN
stem-1365	50	25	formatting	formatting	NOUN
stem-1365	50	26	of	of	ADP
stem-1365	50	27	content	content	NOUN
stem-1365	50	28	bodies	body	NOUN
stem-1365	50	29	to	to	PART
stem-1365	50	30	ensure	ensure	VERB
stem-1365	50	31	proper	proper	ADJ
stem-1365	50	32	rendering	rendering	NOUN
stem-1365	50	33	•	•	NOUN
stem-1365	50	34	confirm	confirm	VERB
stem-1365	50	35	associated	associated	ADJ
stem-1365	50	36	media	medium	NOUN
stem-1365	50	37	assets	asset	NOUN
stem-1365	50	38	like	like	ADP
stem-1365	50	39	images	image	NOUN
stem-1365	50	40	were	be	AUX
stem-1365	50	41	transferred	transfer	VERB
stem-1365	50	42	and	and	CCONJ
stem-1365	50	43	referenced	reference	VERB
stem-1365	50	44	correctly	correctly	ADV
stem-1365	50	45	•	•	NUM
stem-1365	50	46	review	review	NOUN
stem-1365	50	47	hierarchical	hierarchical	ADJ
stem-1365	50	48	content	content	NOUN
stem-1365	50	49	structures	structure	NOUN
stem-1365	50	50	to	to	PART
stem-1365	50	51	validate	validate	VERB
stem-1365	50	52	taxonomy	taxonomy	ADJ
stem-1365	50	53	categorization	categorization	NOUN
stem-1365	50	54	and	and	CCONJ
stem-1365	50	55	relationships	relationship	NOUN
stem-1365	50	56	•	•	ADP
stem-1365	50	57	click	click	VERB
stem-1365	50	58	through	through	ADP
stem-1365	50	59	links	link	NOUN
stem-1365	50	60	,	,	PUNCT
stem-1365	50	61	embedded	embed	VERB
stem-1365	50	62	media	medium	NOUN
stem-1365	50	63	,	,	PUNCT
stem-1365	50	64	and	and	CCONJ
stem-1365	50	65	other	other	ADJ
stem-1365	50	66	connections	connection	NOUN
stem-1365	50	67	to	to	PART
stem-1365	50	68	confirm	confirm	VERB
stem-1365	50	69	they	they	PRON
stem-1365	50	70	direct	direct	VERB
stem-1365	50	71	properly	properly	ADV
stem-1365	50	72	123	123	NUM
stem-1365	50	73	american	american	ADJ
stem-1365	50	74	journal	journal	NOUN
stem-1365	50	75	of	of	ADP
stem-1365	50	76	language	language	NOUN
stem-1365	50	77	,	,	PUNCT
stem-1365	50	78	literacy	literacy	NOUN
stem-1365	50	79	and	and	CCONJ
stem-1365	50	80	learning	learn	VERB
stem-1365	50	81	in	in	ADP
stem-1365	50	82	stem	stem	NOUN
stem-1365	50	83	education	education	NOUN
stem-1365	50	84	www	www	PROPN
stem-1365	50	85	.	.	PROPN
stem-1365	51	1	grnjournal.us	grnjournal.us	X
stem-1365	51	2	•	•	NUM
stem-1365	51	3	spot	spot	NOUN
stem-1365	51	4	check	check	NOUN
stem-1365	51	5	migrated	migrate	VERB
stem-1365	51	6	content	content	NOUN
stem-1365	51	7	versions	version	NOUN
stem-1365	51	8	and	and	CCONJ
stem-1365	51	9	histories	history	NOUN
stem-1365	51	10	any	any	DET
stem-1365	51	11	conversion	conversion	NOUN
stem-1365	51	12	discrepancies	discrepancy	NOUN
stem-1365	51	13	uncovered	uncover	VERB
stem-1365	51	14	must	must	AUX
stem-1365	51	15	be	be	AUX
stem-1365	51	16	addressed	address	VERB
stem-1365	51	17	by	by	ADP
stem-1365	51	18	refining	refining	NOUN
stem-1365	51	19	transformations	transformation	NOUN
stem-1365	51	20	before	before	ADP
stem-1365	51	21	launching	launch	VERB
stem-1365	51	22	the	the	DET
stem-1365	51	23	new	new	ADJ
stem-1365	51	24	cms	cms	PROPN
stem-1365	51	25	service	service	NOUN
stem-1365	51	26	.	.	PUNCT
stem-1365	52	1	extensive	extensive	ADJ
stem-1365	52	2	validation	validation	NOUN
stem-1365	52	3	confirms	confirm	VERB
stem-1365	52	4	continuity	continuity	NOUN
stem-1365	52	5	of	of	ADP
stem-1365	52	6	critical	critical	ADJ
stem-1365	52	7	business	business	NOUN
stem-1365	52	8	content	content	NOUN
stem-1365	52	9	through	through	ADP
stem-1365	52	10	the	the	DET
stem-1365	52	11	transition	transition	NOUN
stem-1365	52	12	.	.	PUNCT
stem-1365	53	1	versioning	versione	VERB
stem-1365	53	2	source	source	NOUN
stem-1365	53	3	and	and	CCONJ
stem-1365	53	4	target	target	NOUN
stem-1365	53	5	content	content	NOUN
stem-1365	53	6	:	:	PUNCT
stem-1365	53	7	throughout	throughout	ADP
stem-1365	53	8	cms	cms	NOUN
stem-1365	53	9	migration	migration	NOUN
stem-1365	53	10	projects	project	NOUN
stem-1365	53	11	,	,	PUNCT
stem-1365	53	12	versioning	versione	VERB
stem-1365	53	13	source	source	NOUN
stem-1365	53	14	content	content	NOUN
stem-1365	53	15	frozen	freeze	VERB
stem-1365	53	16	at	at	ADP
stem-1365	53	17	a	a	DET
stem-1365	53	18	cutover	cutover	NOUN
stem-1365	53	19	baseline	baseline	NOUN
stem-1365	53	20	snapshot	snapshot	NOUN
stem-1365	53	21	provides	provide	VERB
stem-1365	53	22	backout	backout	NOUN
stem-1365	53	23	protection	protection	NOUN
stem-1365	53	24	in	in	ADP
stem-1365	53	25	case	case	NOUN
stem-1365	53	26	any	any	DET
stem-1365	53	27	issues	issue	NOUN
stem-1365	53	28	emerge	emerge	VERB
stem-1365	53	29	with	with	ADP
stem-1365	53	30	converted	converted	ADJ
stem-1365	53	31	content	content	NOUN
stem-1365	53	32	in	in	ADP
stem-1365	53	33	the	the	DET
stem-1365	53	34	new	new	ADJ
stem-1365	53	35	system	system	NOUN
stem-1365	53	36	(	(	PUNCT
stem-1365	53	37	rackspace	rackspace	NOUN
stem-1365	53	38	2020	2020	NUM
stem-1365	53	39	)	)	PUNCT
stem-1365	53	40	.	.	PUNCT
stem-1365	54	1	the	the	DET
stem-1365	54	2	source	source	NOUN
stem-1365	54	3	cms	cms	NOUN
stem-1365	54	4	should	should	AUX
stem-1365	54	5	remain	remain	VERB
stem-1365	54	6	intact	intact	ADJ
stem-1365	54	7	during	during	ADP
stem-1365	54	8	transition	transition	NOUN
stem-1365	54	9	with	with	ADP
stem-1365	54	10	all	all	DET
stem-1365	54	11	content	content	NOUN
stem-1365	54	12	additions	addition	NOUN
stem-1365	54	13	and	and	CCONJ
stem-1365	54	14	updates	update	NOUN
stem-1365	54	15	paused	pause	VERB
stem-1365	54	16	.	.	PUNCT
stem-1365	55	1	in	in	ADP
stem-1365	55	2	the	the	DET
stem-1365	55	3	target	target	NOUN
stem-1365	55	4	cms	cms	NOUN
stem-1365	55	5	,	,	PUNCT
stem-1365	55	6	migrated	migrate	VERB
stem-1365	55	7	content	content	NOUN
stem-1365	55	8	should	should	AUX
stem-1365	55	9	be	be	AUX
stem-1365	55	10	added	add	VERB
stem-1365	55	11	into	into	ADP
stem-1365	55	12	content	content	NOUN
stem-1365	55	13	libraries	library	NOUN
stem-1365	55	14	without	without	ADP
stem-1365	55	15	overwriting	overwrite	VERB
stem-1365	55	16	existing	exist	VERB
stem-1365	55	17	materials	material	NOUN
stem-1365	55	18	.	.	PUNCT
stem-1365	56	1	this	this	PRON
stem-1365	56	2	preserves	preserve	VERB
stem-1365	56	3	both	both	DET
stem-1365	56	4	old	old	ADJ
stem-1365	56	5	source	source	NOUN
stem-1365	56	6	content	content	NOUN
stem-1365	56	7	versions	version	NOUN
stem-1365	56	8	and	and	CCONJ
stem-1365	56	9	new	new	ADJ
stem-1365	56	10	converted	convert	VERB
stem-1365	56	11	asset	asset	NOUN
stem-1365	56	12	versions	version	NOUN
stem-1365	56	13	throughout	throughout	ADP
stem-1365	56	14	transition	transition	NOUN
stem-1365	56	15	.	.	PUNCT
stem-1365	57	1	if	if	SCONJ
stem-1365	57	2	any	any	DET
stem-1365	57	3	converted	convert	VERB
stem-1365	57	4	content	content	NOUN
stem-1365	57	5	problems	problem	NOUN
stem-1365	57	6	arise	arise	VERB
stem-1365	57	7	,	,	PUNCT
stem-1365	57	8	previous	previous	ADJ
stem-1365	57	9	cms	cms	NOUN
stem-1365	57	10	versions	version	NOUN
stem-1365	57	11	can	can	AUX
stem-1365	57	12	be	be	AUX
stem-1365	57	13	restored	restore	VERB
stem-1365	57	14	.	.	PUNCT
stem-1365	58	1	only	only	ADV
stem-1365	58	2	after	after	ADP
stem-1365	58	3	thoroughly	thoroughly	ADV
stem-1365	58	4	validating	validate	VERB
stem-1365	58	5	the	the	DET
stem-1365	58	6	new	new	ADJ
stem-1365	58	7	cms	cms	NOUN
stem-1365	58	8	environment	environment	NOUN
stem-1365	58	9	through	through	ADP
stem-1365	58	10	staged	stage	VERB
stem-1365	58	11	cutovers	cutover	NOUN
stem-1365	58	12	,	,	PUNCT
stem-1365	58	13	optimization	optimization	NOUN
stem-1365	58	14	,	,	PUNCT
stem-1365	58	15	and	and	CCONJ
stem-1365	58	16	testing	testing	NOUN
stem-1365	58	17	should	should	AUX
stem-1365	58	18	archived	archive	VERB
stem-1365	58	19	source	source	NOUN
stem-1365	58	20	versions	version	NOUN
stem-1365	58	21	be	be	AUX
stem-1365	58	22	discarded	discard	VERB
stem-1365	58	23	.	.	PUNCT
stem-1365	59	1	content	content	NOUN
stem-1365	59	2	versioning	versione	VERB
stem-1365	59	3	in	in	ADP
stem-1365	59	4	both	both	PRON
stem-1365	59	5	source	source	NOUN
stem-1365	59	6	and	and	CCONJ
stem-1365	59	7	target	target	NOUN
stem-1365	59	8	systems	system	NOUN
stem-1365	59	9	offers	offer	VERB
stem-1365	59	10	a	a	DET
stem-1365	59	11	fail	fail	NOUN
stem-1365	59	12	-	-	PUNCT
stem-1365	59	13	safe	safe	ADJ
stem-1365	59	14	to	to	PART
stem-1365	59	15	roll	roll	VERB
stem-1365	59	16	back	back	ADP
stem-1365	59	17	if	if	SCONJ
stem-1365	59	18	necessary	necessary	ADJ
stem-1365	59	19	,	,	PUNCT
stem-1365	59	20	during	during	ADP
stem-1365	59	21	migration	migration	NOUN
stem-1365	59	22	.	.	PUNCT
stem-1365	60	1	conclusion	conclusion	NOUN
stem-1365	60	2	:	:	PUNCT
stem-1365	60	3	transitioning	transition	VERB
stem-1365	60	4	to	to	ADP
stem-1365	60	5	modern	modern	ADJ
stem-1365	60	6	cms	cms	NOUN
stem-1365	60	7	platforms	platform	NOUN
stem-1365	60	8	provides	provide	VERB
stem-1365	60	9	tremendous	tremendous	ADJ
stem-1365	60	10	opportunities	opportunity	NOUN
stem-1365	60	11	for	for	SCONJ
stem-1365	60	12	organizations	organization	NOUN
stem-1365	60	13	to	to	PART
stem-1365	60	14	transform	transform	VERB
stem-1365	60	15	their	their	PRON
stem-1365	60	16	digital	digital	ADJ
stem-1365	60	17	content	content	NOUN
stem-1365	60	18	operations	operation	NOUN
stem-1365	60	19	.	.	PUNCT
stem-1365	61	1	but	but	CCONJ
stem-1365	61	2	realizing	realize	VERB
stem-1365	61	3	the	the	DET
stem-1365	61	4	benefits	benefit	NOUN
stem-1365	61	5	requires	require	VERB
stem-1365	61	6	meticulous	meticulous	ADJ
stem-1365	61	7	planning	planning	NOUN
stem-1365	61	8	and	and	CCONJ
stem-1365	61	9	execution	execution	NOUN
stem-1365	61	10	of	of	ADP
stem-1365	61	11	data	datum	NOUN
stem-1365	61	12	migration	migration	NOUN
stem-1365	61	13	processes	process	NOUN
stem-1365	61	14	to	to	PART
stem-1365	61	15	move	move	VERB
stem-1365	61	16	legacy	legacy	NOUN
stem-1365	61	17	content	content	NOUN
stem-1365	61	18	into	into	ADP
stem-1365	61	19	new	new	ADJ
stem-1365	61	20	systems	system	NOUN
stem-1365	61	21	.	.	PUNCT
stem-1365	62	1	combining	combine	VERB
stem-1365	62	2	proven	prove	VERB
stem-1365	62	3	methods	method	NOUN
stem-1365	62	4	like	like	ADP
stem-1365	62	5	bulk	bulk	ADJ
stem-1365	62	6	migration	migration	NOUN
stem-1365	62	7	,	,	PUNCT
stem-1365	62	8	api	api	NOUN
stem-1365	62	9	integration	integration	NOUN
stem-1365	62	10	,	,	PUNCT
stem-1365	62	11	specialized	specialized	ADJ
stem-1365	62	12	tools	tool	NOUN
stem-1365	62	13	,	,	PUNCT
stem-1365	62	14	staged	stage	VERB
stem-1365	62	15	cutovers	cutover	NOUN
stem-1365	62	16	,	,	PUNCT
stem-1365	62	17	and	and	CCONJ
stem-1365	62	18	robust	robust	ADJ
stem-1365	62	19	validation	validation	NOUN
stem-1365	62	20	enables	enable	VERB
stem-1365	62	21	smooth	smooth	ADJ
stem-1365	62	22	cms	cms	NOUN
stem-1365	62	23	transitions	transition	NOUN
stem-1365	62	24	while	while	SCONJ
stem-1365	62	25	preserving	preserve	VERB
stem-1365	62	26	content	content	NOUN
stem-1365	62	27	integrity	integrity	NOUN
stem-1365	62	28	.	.	PUNCT
stem-1365	63	1	as	as	SCONJ
stem-1365	63	2	migrating	migrate	VERB
stem-1365	63	3	content	content	NOUN
stem-1365	63	4	to	to	ADP
stem-1365	63	5	new	new	ADJ
stem-1365	63	6	platforms	platform	NOUN
stem-1365	63	7	grows	grow	VERB
stem-1365	63	8	more	more	ADV
stem-1365	63	9	complex	complex	ADJ
stem-1365	63	10	,	,	PUNCT
stem-1365	63	11	taking	take	VERB
stem-1365	63	12	an	an	DET
stem-1365	63	13	orchestrated	orchestrated	ADJ
stem-1365	63	14	approach	approach	NOUN
stem-1365	63	15	lays	lay	VERB
stem-1365	63	16	the	the	DET
stem-1365	63	17	foundation	foundation	NOUN
stem-1365	63	18	for	for	ADP
stem-1365	63	19	successful	successful	ADJ
stem-1365	63	20	outcomes	outcome	NOUN
stem-1365	63	21	.	.	PUNCT
stem-1365	64	1	with	with	ADP
stem-1365	64	2	robust	robust	ADJ
stem-1365	64	3	data	datum	NOUN
stem-1365	64	4	conversion	conversion	NOUN
stem-1365	64	5	implementations	implementation	NOUN
stem-1365	64	6	,	,	PUNCT
stem-1365	64	7	organizations	organization	NOUN
stem-1365	64	8	can	can	AUX
stem-1365	64	9	confidently	confidently	ADV
stem-1365	64	10	unlock	unlock	VERB
stem-1365	64	11	the	the	DET
stem-1365	64	12	possibilities	possibility	NOUN
stem-1365	64	13	of	of	ADP
stem-1365	64	14	new	new	ADJ
stem-1365	64	15	content	content	NOUN
stem-1365	64	16	management	management	NOUN
stem-1365	64	17	systems	system	NOUN
stem-1365	64	18	.	.	PUNCT
stem-1365	65	1	references	reference	NOUN
stem-1365	65	2	:	:	PUNCT
stem-1365	65	3	1	1	X
stem-1365	65	4	.	.	X
stem-1365	65	5	acquia	acquia	PROPN
stem-1365	65	6	.	.	PUNCT
stem-1365	66	1	(	(	PUNCT
stem-1365	66	2	2020	2020	NUM
stem-1365	66	3	)	)	PUNCT
stem-1365	66	4	.	.	PUNCT
stem-1365	67	1	5	5	NUM
stem-1365	67	2	steps	step	NOUN
stem-1365	67	3	to	to	PART
stem-1365	67	4	simplify	simplify	VERB
stem-1365	67	5	migration	migration	NOUN
stem-1365	67	6	to	to	ADP
stem-1365	67	7	a	a	DET
stem-1365	67	8	new	new	ADJ
stem-1365	67	9	cms	cms	NOUN
stem-1365	67	10	.	.	PUNCT
stem-1365	68	1	https://www.acquia.com/blog/5-steps-simplify-migration-new-cms	https://www.acquia.com/blog/5-steps-simplify-migration-new-cms	PROPN
stem-1365	68	2	2	2	NUM
stem-1365	68	3	.	.	PUNCT
stem-1365	68	4	bloomreach	bloomreach	NOUN
stem-1365	68	5	.	.	PUNCT
stem-1365	69	1	(	(	PUNCT
stem-1365	69	2	2021	2021	NUM
stem-1365	69	3	)	)	PUNCT
stem-1365	69	4	.	.	PUNCT
stem-1365	70	1	how	how	SCONJ
stem-1365	70	2	to	to	PART
stem-1365	70	3	migrate	migrate	VERB
stem-1365	70	4	to	to	ADP
stem-1365	70	5	a	a	DET
stem-1365	70	6	new	new	ADJ
stem-1365	70	7	cms	cms	NOUN
stem-1365	70	8	.	.	PUNCT
stem-1365	71	1	https://www.bloomreach.com/en/resources/migrating-cms	https://www.bloomreach.com/en/resources/migrating-cms	PROPN
stem-1365	71	2	3	3	X
stem-1365	71	3	.	.	PUNCT
stem-1365	71	4	content	content	NOUN
stem-1365	71	5	science	science	PROPN
stem-1365	71	6	.	.	PUNCT
stem-1365	72	1	(	(	PUNCT
stem-1365	72	2	2018	2018	NUM
stem-1365	72	3	)	)	PUNCT
stem-1365	72	4	.	.	PUNCT
stem-1365	73	1	how	how	SCONJ
stem-1365	73	2	to	to	PART
stem-1365	73	3	confirm	confirm	VERB
stem-1365	73	4	and	and	CCONJ
stem-1365	73	5	validate	validate	VERB
stem-1365	73	6	your	your	PRON
stem-1365	73	7	cms	cms	NOUN
stem-1365	73	8	migration	migration	NOUN
stem-1365	73	9	.	.	PUNCT
stem-1365	74	1	https://www.contentscience.com/how-to-confirm-and-validate-your-cms-migration/	https://www.contentscience.com/how-to-confirm-and-validate-your-cms-migration/	PROPN
stem-1365	74	2	4	4	X
stem-1365	74	3	.	.	X
stem-1365	74	4	giacomi	giacomi	PROPN
stem-1365	74	5	,	,	PUNCT
stem-1365	74	6	j.	j.	PROPN
stem-1365	74	7	(	(	PUNCT
stem-1365	74	8	2021	2021	NUM
stem-1365	74	9	)	)	PUNCT
stem-1365	74	10	.	.	PUNCT
stem-1365	75	1	apis	apis	PROPN
stem-1365	75	2	and	and	CCONJ
stem-1365	75	3	the	the	DET
stem-1365	75	4	multichannel	multichannel	PROPN
stem-1365	75	5	cms	cms	PROPN
stem-1365	75	6	.	.	PUNCT
stem-1365	76	1	cmswire	cmswire	PROPN
stem-1365	76	2	.	.	PUNCT
stem-1365	77	1	https://www.cmswire.com/digital-experience/apis-and-the-multichannel-cms/	https://www.cmswire.com/digital-experience/apis-and-the-multichannel-cms/	PROPN
stem-1365	78	1	5	5	NUM
stem-1365	78	2	.	.	PUNCT
stem-1365	78	3	henderson	henderson	PROPN
stem-1365	78	4	,	,	PUNCT
stem-1365	78	5	t.	t.	PROPN
stem-1365	78	6	(	(	PUNCT
stem-1365	78	7	2020	2020	NUM
stem-1365	78	8	)	)	PUNCT
stem-1365	78	9	.	.	PUNCT
stem-1365	79	1	5	5	NUM
stem-1365	79	2	common	common	ADJ
stem-1365	79	3	cms	cms	NOUN
stem-1365	79	4	migration	migration	NOUN
stem-1365	79	5	challenges	challenge	NOUN
stem-1365	79	6	(	(	PUNCT
stem-1365	79	7	and	and	CCONJ
stem-1365	79	8	how	how	SCONJ
stem-1365	79	9	to	to	PART
stem-1365	79	10	avoid	avoid	VERB
stem-1365	79	11	them	they	PRON
stem-1365	79	12	)	)	PUNCT
stem-1365	79	13	.	.	PUNCT
stem-1365	80	1	core	core	PROPN
stem-1365	80	2	dna	dna	PROPN
stem-1365	80	3	.	.	PUNCT
stem-1365	81	1	https://www.coredna.com/blogs/5-common-cms-migration-challenges	https://www.coredna.com/blogs/5-common-cms-migration-challenge	VERB
stem-1365	81	2	6	6	NUM
stem-1365	81	3	.	.	PUNCT
stem-1365	81	4	rackspace	rackspace	PROPN
stem-1365	81	5	.	.	PUNCT
stem-1365	82	1	(	(	PUNCT
stem-1365	82	2	2020	2020	NUM
stem-1365	82	3	)	)	PUNCT
stem-1365	82	4	.	.	PUNCT
stem-1365	83	1	5	5	NUM
stem-1365	83	2	steps	step	NOUN
stem-1365	83	3	to	to	PART
stem-1365	83	4	migrate	migrate	VERB
stem-1365	83	5	your	your	PRON
stem-1365	83	6	cms	cms	NOUN
stem-1365	83	7	.	.	PUNCT
stem-1365	84	1	https://www.rackspace.com/sites/default/files/2020-06/migrateyourcms_wp.pdf	https://www.rackspace.com/sites/default/files/2020-06/migrateyourcms_wp.pdf	PROPN
stem-1365	84	2	7	7	NUM
stem-1365	84	3	.	.	PUNCT
stem-1365	84	4	kunduru	kunduru	PROPN
stem-1365	84	5	,	,	PUNCT
stem-1365	84	6	a.	a.	PROPN
stem-1365	84	7	r.	r.	PROPN
stem-1365	84	8	(	(	PUNCT
stem-1365	84	9	2023	2023	NUM
stem-1365	84	10	)	)	PUNCT
stem-1365	84	11	.	.	PUNCT
stem-1365	85	1	data	datum	NOUN
stem-1365	85	2	conversion	conversion	NOUN
stem-1365	85	3	strategies	strategy	NOUN
stem-1365	85	4	for	for	ADP
stem-1365	85	5	erp	erp	NOUN
stem-1365	85	6	implementation	implementation	NOUN
stem-1365	85	7	projects	project	NOUN
stem-1365	85	8	.	.	PUNCT
stem-1365	86	1	central	central	ADJ
stem-1365	86	2	asian	asian	ADJ
stem-1365	86	3	journal	journal	NOUN
stem-1365	86	4	of	of	ADP
stem-1365	86	5	mathematical	mathematical	ADJ
stem-1365	86	6	124	124	NUM
stem-1365	86	7	american	american	ADJ
stem-1365	86	8	journal	journal	NOUN
stem-1365	86	9	of	of	ADP
stem-1365	86	10	language	language	NOUN
stem-1365	86	11	,	,	PUNCT
stem-1365	86	12	literacy	literacy	NOUN
stem-1365	86	13	and	and	CCONJ
stem-1365	86	14	learning	learn	VERB
stem-1365	86	15	in	in	ADP
stem-1365	86	16	stem	stem	NOUN
stem-1365	86	17	education	education	NOUN
stem-1365	86	18	www	www	PROPN
stem-1365	86	19	.	.	PUNCT
stem-1365	87	1	grnjournal.us	grnjournal.us	X
stem-1365	87	2	theory	theory	NOUN
stem-1365	87	3	and	and	CCONJ
stem-1365	87	4	computer	computer	NOUN
stem-1365	87	5	sciences	science	NOUN
stem-1365	87	6	,	,	PUNCT
stem-1365	87	7	4(9	4(9	NUM
stem-1365	87	8	)	)	PUNCT
stem-1365	87	9	,	,	PUNCT
stem-1365	87	10	1	1	NUM
stem-1365	87	11	-	-	SYM
stem-1365	87	12	6	6	NUM
stem-1365	87	13	.	.	PUNCT
stem-1365	87	14	retrieved	retrieve	VERB
stem-1365	87	15	from	from	ADP
stem-1365	87	16	https://cajmtcs.centralasianstudies.org/index.php/cajmtcs/article/view/509	https://cajmtcs.centralasianstudies.org/index.php/cajmtcs/article/view/509	NOUN
stem-1365	87	17	8	8	NUM
stem-1365	87	18	.	.	PUNCT
stem-1365	88	1	rouse	rouse	VERB
stem-1365	88	2	,	,	PUNCT
stem-1365	88	3	m.	m.	NOUN
stem-1365	88	4	(	(	PUNCT
stem-1365	88	5	2022	2022	NUM
stem-1365	88	6	)	)	PUNCT
stem-1365	88	7	.	.	PUNCT
stem-1365	89	1	bulk	bulk	ADJ
stem-1365	89	2	data	datum	NOUN
stem-1365	89	3	migration	migration	NOUN
stem-1365	89	4	.	.	PUNCT
stem-1365	90	1	techtarget	techtarget	NOUN
stem-1365	90	2	.	.	PUNCT
stem-1365	91	1	https://searchdatamanagement.techtarget.com/definition/bulk-data-migration	https://searchdatamanagement.techtarget.com/definition/bulk-data-migration	NOUN