id	sid	tid	token	lemma	pos
cte-616	1	1	strategic	strategic	ADJ
cte-616	1	2	leadership	leadership	NOUN
cte-616	1	3	for	for	ADP
cte-616	1	4	responsible	responsible	ADJ
cte-616	1	5	artificial	artificial	ADJ
cte-616	1	6	intelligence	intelligence	NOUN
cte-616	1	7	adoption	adoption	NOUN
cte-616	1	8	in	in	ADP
cte-616	1	9	higher	high	ADJ
cte-616	1	10	education	education	NOUN
cte-616	1	11	cte	cte	NOUN
cte-616	1	12	workshop	workshop	NOUN
cte-616	1	13	proceedings	proceeding	NOUN
cte-616	1	14	,	,	PUNCT
cte-616	1	15	2024	2024	NUM
cte-616	1	16	,	,	PUNCT
cte-616	1	17	vol	vol	NOUN
cte-616	1	18	.	.	PROPN
cte-616	2	1	11	11	NUM
cte-616	2	2	,	,	PUNCT
cte-616	2	3	pp	pp	ADJ
cte-616	2	4	.	.	PUNCT
cte-616	3	1	4	4	NUM
cte-616	3	2	-	-	SYM
cte-616	3	3	14	14	NUM
cte-616	3	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	3	5	strategic	strategic	ADJ
cte-616	3	6	leadership	leadership	NOUN
cte-616	3	7	for	for	ADP
cte-616	3	8	responsible	responsible	ADJ
cte-616	3	9	artificial	artificial	ADJ
cte-616	3	10	intelligence	intelligence	NOUN
cte-616	3	11	adoption	adoption	NOUN
cte-616	3	12	in	in	ADP
cte-616	3	13	higher	high	ADJ
cte-616	3	14	education	education	NOUN
cte-616	3	15	kudzayi	kudzayi	VERB
cte-616	3	16	s.	s.	PROPN
cte-616	3	17	tarisayi	tarisayi	PROPN
cte-616	3	18	stellenbosch	stellenbosch	PROPN
cte-616	3	19	university	university	PROPN
cte-616	3	20	,	,	PUNCT
cte-616	3	21	ryneveld	ryneveld	NOUN
cte-616	3	22	street	street	PROPN
cte-616	3	23	,	,	PUNCT
cte-616	3	24	stellenbosch	stellenbosch	PROPN
cte-616	3	25	,	,	PUNCT
cte-616	3	26	7599	7599	NUM
cte-616	3	27	,	,	PUNCT
cte-616	3	28	south	south	PROPN
cte-616	3	29	africa	africa	PROPN
cte-616	3	30	abstract	abstract	PROPN
cte-616	3	31	.	.	PUNCT
cte-616	4	1	artificial	artificial	ADJ
cte-616	4	2	intelligence	intelligence	NOUN
cte-616	4	3	(	(	PUNCT
cte-616	4	4	ai	ai	PROPN
cte-616	4	5	)	)	PUNCT
cte-616	4	6	has	have	VERB
cte-616	4	7	the	the	DET
cte-616	4	8	potential	potential	NOUN
cte-616	4	9	to	to	PART
cte-616	4	10	transform	transform	VERB
cte-616	4	11	higher	high	ADJ
cte-616	4	12	education	education	NOUN
cte-616	4	13	through	through	ADP
cte-616	4	14	its	its	PRON
cte-616	4	15	potential	potential	NOUN
cte-616	4	16	to	to	PART
cte-616	4	17	improve	improve	VERB
cte-616	4	18	learning	learning	NOUN
cte-616	4	19	,	,	PUNCT
cte-616	4	20	research	research	NOUN
cte-616	4	21	,	,	PUNCT
cte-616	4	22	and	and	CCONJ
cte-616	4	23	leadership	leadership	NOUN
cte-616	4	24	in	in	ADP
cte-616	4	25	colleges	college	NOUN
cte-616	4	26	and	and	CCONJ
cte-616	4	27	universities	university	NOUN
cte-616	4	28	.	.	PUNCT
cte-616	5	1	this	this	DET
cte-616	5	2	study	study	NOUN
cte-616	5	3	aims	aim	VERB
cte-616	5	4	to	to	PART
cte-616	5	5	identify	identify	VERB
cte-616	5	6	key	key	ADJ
cte-616	5	7	themes	theme	NOUN
cte-616	5	8	,	,	PUNCT
cte-616	5	9	challenges	challenge	NOUN
cte-616	5	10	,	,	PUNCT
cte-616	5	11	and	and	CCONJ
cte-616	5	12	recommendations	recommendation	NOUN
cte-616	5	13	related	relate	VERB
cte-616	5	14	to	to	AUX
cte-616	5	15	ai	ai	VERB
cte-616	5	16	implementation	implementation	NOUN
cte-616	5	17	in	in	ADP
cte-616	5	18	higher	high	ADJ
cte-616	5	19	education	education	NOUN
cte-616	5	20	and	and	CCONJ
cte-616	5	21	leadership	leadership	NOUN
cte-616	5	22	.	.	PUNCT
cte-616	6	1	a	a	DET
cte-616	6	2	literature	literature	NOUN
cte-616	6	3	review	review	NOUN
cte-616	6	4	was	be	AUX
cte-616	6	5	supported	support	VERB
cte-616	6	6	by	by	ADP
cte-616	6	7	2	2	NUM
cte-616	6	8	llms	llm	NOUN
cte-616	6	9	.	.	PUNCT
cte-616	7	1	the	the	DET
cte-616	7	2	results	result	NOUN
cte-616	7	3	show	show	VERB
cte-616	7	4	that	that	SCONJ
cte-616	7	5	ai	ai	VERB
cte-616	7	6	is	be	AUX
cte-616	7	7	being	be	AUX
cte-616	7	8	used	use	VERB
cte-616	7	9	to	to	PART
cte-616	7	10	personalize	personalize	VERB
cte-616	7	11	teaching	teaching	NOUN
cte-616	7	12	,	,	PUNCT
cte-616	7	13	provide	provide	VERB
cte-616	7	14	formative	formative	ADJ
cte-616	7	15	feedback	feedback	NOUN
cte-616	7	16	,	,	PUNCT
cte-616	7	17	identify	identify	VERB
cte-616	7	18	at	at	ADP
cte-616	7	19	-	-	PUNCT
cte-616	7	20	risk	risk	NOUN
cte-616	7	21	students	student	NOUN
cte-616	7	22	,	,	PUNCT
cte-616	7	23	accelerate	accelerate	VERB
cte-616	7	24	research	research	NOUN
cte-616	7	25	discovery	discovery	NOUN
cte-616	7	26	,	,	PUNCT
cte-616	7	27	streamline	streamline	VERB
cte-616	7	28	administrative	administrative	ADJ
cte-616	7	29	processes	process	NOUN
cte-616	7	30	through	through	ADP
cte-616	7	31	chatbots	chatbot	NOUN
cte-616	7	32	,	,	PUNCT
cte-616	7	33	and	and	CCONJ
cte-616	7	34	optimize	optimize	VERB
cte-616	7	35	resource	resource	NOUN
cte-616	7	36	utilization	utilization	NOUN
cte-616	7	37	.	.	PUNCT
cte-616	8	1	however	however	ADV
cte-616	8	2	,	,	PUNCT
cte-616	8	3	the	the	DET
cte-616	8	4	findings	finding	NOUN
cte-616	8	5	also	also	ADV
cte-616	8	6	highlight	highlight	VERB
cte-616	8	7	significant	significant	ADJ
cte-616	8	8	technical	technical	ADJ
cte-616	8	9	,	,	PUNCT
cte-616	8	10	ethical	ethical	ADJ
cte-616	8	11	,	,	PUNCT
cte-616	8	12	cultural	cultural	ADJ
cte-616	8	13	and	and	CCONJ
cte-616	8	14	resource	resource	NOUN
cte-616	8	15	challenges	challenge	NOUN
cte-616	8	16	that	that	PRON
cte-616	8	17	institutions	institution	NOUN
cte-616	8	18	must	must	AUX
cte-616	8	19	overcome	overcome	VERB
cte-616	8	20	in	in	ADP
cte-616	8	21	order	order	NOUN
cte-616	8	22	to	to	PART
cte-616	8	23	successfully	successfully	ADV
cte-616	8	24	harness	harness	ADJ
cte-616	8	25	ai	ai	VERB
cte-616	8	26	’s	’s	PART
cte-616	8	27	enormous	enormous	ADJ
cte-616	8	28	potential	potential	NOUN
cte-616	8	29	while	while	SCONJ
cte-616	8	30	mitigating	mitigate	VERB
cte-616	8	31	risks	risk	NOUN
cte-616	8	32	.	.	PUNCT
cte-616	9	1	empowering	empower	VERB
cte-616	9	2	management	management	NOUN
cte-616	9	3	through	through	ADP
cte-616	9	4	knowledge	knowledge	NOUN
cte-616	9	5	,	,	PUNCT
cte-616	9	6	funding	funding	NOUN
cte-616	9	7	,	,	PUNCT
cte-616	9	8	and	and	CCONJ
cte-616	9	9	support	support	VERB
cte-616	9	10	structures	structure	NOUN
cte-616	9	11	that	that	PRON
cte-616	9	12	promote	promote	VERB
cte-616	9	13	good	good	ADJ
cte-616	9	14	governance	governance	NOUN
cte-616	9	15	and	and	CCONJ
cte-616	9	16	responsible	responsible	ADJ
cte-616	9	17	ai	ai	NOUN
cte-616	9	18	adoption	adoption	NOUN
cte-616	9	19	is	be	AUX
cte-616	9	20	fundamental	fundamental	ADJ
cte-616	9	21	to	to	ADP
cte-616	9	22	successfully	successfully	ADV
cte-616	9	23	harnessing	harness	VERB
cte-616	9	24	the	the	DET
cte-616	9	25	enormous	enormous	ADJ
cte-616	9	26	but	but	CCONJ
cte-616	9	27	still	still	ADV
cte-616	9	28	largely	largely	ADV
cte-616	9	29	untapped	untapped	ADJ
cte-616	9	30	potential	potential	NOUN
cte-616	9	31	of	of	ADP
cte-616	9	32	ai	ai	NOUN
cte-616	9	33	.	.	PUNCT
cte-616	10	1	keywords	keyword	NOUN
cte-616	10	2	:	:	PUNCT
cte-616	10	3	artificial	artificial	ADJ
cte-616	10	4	intelligence	intelligence	NOUN
cte-616	10	5	,	,	PUNCT
cte-616	10	6	higher	high	ADJ
cte-616	10	7	education	education	NOUN
cte-616	10	8	,	,	PUNCT
cte-616	10	9	leadership	leadership	NOUN
cte-616	10	10	,	,	PUNCT
cte-616	10	11	strategic	strategic	ADJ
cte-616	10	12	planning	planning	NOUN
cte-616	10	13	,	,	PUNCT
cte-616	10	14	responsible	responsible	ADJ
cte-616	10	15	ai	ai	VERB
cte-616	10	16	adoption	adoption	NOUN
cte-616	10	17	1	1	NUM
cte-616	10	18	.	.	PUNCT
cte-616	11	1	introduction	introduction	NOUN
cte-616	11	2	artificial	artificial	ADJ
cte-616	11	3	intelligence	intelligence	NOUN
cte-616	11	4	(	(	PUNCT
cte-616	11	5	ai	ai	AUX
cte-616	11	6	)	)	PUNCT
cte-616	11	7	promises	promise	NOUN
cte-616	11	8	to	to	PART
cte-616	11	9	transform	transform	VERB
cte-616	11	10	higher	high	ADJ
cte-616	11	11	education	education	NOUN
cte-616	11	12	through	through	ADP
cte-616	11	13	its	its	PRON
cte-616	11	14	potential	potential	NOUN
cte-616	11	15	to	to	PART
cte-616	11	16	improve	improve	VERB
cte-616	11	17	learning	learning	NOUN
cte-616	11	18	,	,	PUNCT
cte-616	11	19	research	research	NOUN
cte-616	11	20	and	and	CCONJ
cte-616	11	21	leadership	leadership	NOUN
cte-616	11	22	in	in	ADP
cte-616	11	23	colleges	college	NOUN
cte-616	11	24	and	and	CCONJ
cte-616	11	25	universities	university	NOUN
cte-616	11	26	.	.	PUNCT
cte-616	12	1	machine	machine	NOUN
cte-616	12	2	learning	learning	NOUN
cte-616	12	3	and	and	CCONJ
cte-616	12	4	deep	deep	ADJ
cte-616	12	5	learning	learning	NOUN
cte-616	12	6	techniques	technique	NOUN
cte-616	12	7	applied	apply	VERB
cte-616	12	8	to	to	ADP
cte-616	12	9	large	large	ADJ
cte-616	12	10	data	datum	NOUN
cte-616	12	11	sets	set	NOUN
cte-616	12	12	enable	enable	VERB
cte-616	12	13	ai	ai	VERB
cte-616	12	14	functions	function	NOUN
cte-616	12	15	such	such	ADJ
cte-616	12	16	as	as	ADP
cte-616	12	17	automated	automate	VERB
cte-616	12	18	essay	essay	NOUN
cte-616	12	19	grading	grading	NOUN
cte-616	12	20	,	,	PUNCT
cte-616	12	21	personalized	personalize	VERB
cte-616	12	22	adaptive	adaptive	ADJ
cte-616	12	23	learning	learning	NOUN
cte-616	12	24	,	,	PUNCT
cte-616	12	25	intelligent	intelligent	ADJ
cte-616	12	26	tutoring	tutoring	NOUN
cte-616	12	27	systems	system	NOUN
cte-616	12	28	,	,	PUNCT
cte-616	12	29	and	and	CCONJ
cte-616	12	30	interactive	interactive	ADJ
cte-616	12	31	chatbots	chatbot	NOUN
cte-616	12	32	to	to	PART
cte-616	12	33	support	support	VERB
cte-616	12	34	administrative	administrative	ADJ
cte-616	12	35	functions	function	NOUN
cte-616	12	36	[	[	X
cte-616	12	37	16	16	NUM
cte-616	12	38	,	,	PUNCT
cte-616	12	39	20	20	NUM
cte-616	12	40	]	]	PUNCT
cte-616	12	41	.	.	PUNCT
cte-616	13	1	however	however	ADV
cte-616	13	2	,	,	PUNCT
cte-616	13	3	to	to	PART
cte-616	13	4	fully	fully	ADV
cte-616	13	5	realize	realize	VERB
cte-616	13	6	the	the	DET
cte-616	13	7	benefits	benefit	NOUN
cte-616	13	8	of	of	ADP
cte-616	13	9	artificial	artificial	ADJ
cte-616	13	10	intelligence	intelligence	NOUN
cte-616	13	11	in	in	ADP
cte-616	13	12	higher	high	ADJ
cte-616	13	13	education	education	NOUN
cte-616	13	14	,	,	PUNCT
cte-616	13	15	social	social	ADJ
cte-616	13	16	,	,	PUNCT
cte-616	13	17	cultural	cultural	ADJ
cte-616	13	18	,	,	PUNCT
cte-616	13	19	and	and	CCONJ
cte-616	13	20	ethical	ethical	ADJ
cte-616	13	21	issues	issue	NOUN
cte-616	13	22	related	relate	VERB
cte-616	13	23	to	to	ADP
cte-616	13	24	bias	bias	NOUN
cte-616	13	25	,	,	PUNCT
cte-616	13	26	fairness	fairness	NOUN
cte-616	13	27	,	,	PUNCT
cte-616	13	28	privacy	privacy	NOUN
cte-616	13	29	,	,	PUNCT
cte-616	13	30	transparency	transparency	NOUN
cte-616	13	31	,	,	PUNCT
cte-616	13	32	fairness	fairness	NOUN
cte-616	13	33	,	,	PUNCT
cte-616	13	34	and	and	CCONJ
cte-616	13	35	security	security	NOUN
cte-616	13	36	must	must	AUX
cte-616	13	37	be	be	AUX
cte-616	13	38	overcome	overcome	VERB
cte-616	13	39	[	[	X
cte-616	13	40	11	11	NUM
cte-616	13	41	,	,	PUNCT
cte-616	13	42	24	24	NUM
cte-616	13	43	]	]	PUNCT
cte-616	13	44	.	.	PUNCT
cte-616	14	1	without	without	ADP
cte-616	14	2	careful	careful	ADJ
cte-616	14	3	consideration	consideration	NOUN
cte-616	14	4	of	of	ADP
cte-616	14	5	these	these	DET
cte-616	14	6	issues	issue	NOUN
cte-616	14	7	and	and	CCONJ
cte-616	14	8	proactive	proactive	ADJ
cte-616	14	9	oversight	oversight	NOUN
cte-616	14	10	,	,	PUNCT
cte-616	14	11	ai	ai	AUX
cte-616	14	12	could	could	AUX
cte-616	14	13	exacerbate	exacerbate	VERB
cte-616	14	14	inequality	inequality	NOUN
cte-616	14	15	,	,	PUNCT
cte-616	14	16	undermine	undermine	ADJ
cte-616	14	17	trust	trust	NOUN
cte-616	14	18	in	in	ADP
cte-616	14	19	institutions	institution	NOUN
cte-616	14	20	,	,	PUNCT
cte-616	14	21	and	and	CCONJ
cte-616	14	22	perpetuate	perpetuate	VERB
cte-616	14	23	bias	bias	NOUN
cte-616	14	24	against	against	ADP
cte-616	14	25	marginalized	marginalize	VERB
cte-616	14	26	groups	group	NOUN
cte-616	14	27	[	[	X
cte-616	14	28	12	12	NUM
cte-616	14	29	]	]	PUNCT
cte-616	14	30	.	.	PUNCT
cte-616	15	1	in	in	ADP
cte-616	15	2	addition	addition	NOUN
cte-616	15	3	,	,	PUNCT
cte-616	15	4	the	the	DET
cte-616	15	5	resource	resource	NOUN
cte-616	15	6	requirements	requirement	NOUN
cte-616	15	7	associated	associate	VERB
cte-616	15	8	with	with	ADP
cte-616	15	9	the	the	DET
cte-616	15	10	responsible	responsible	ADJ
cte-616	15	11	implementation	implementation	NOUN
cte-616	15	12	of	of	ADP
cte-616	15	13	artificial	artificial	ADJ
cte-616	15	14	intelligence	intelligence	NOUN
cte-616	15	15	,	,	PUNCT
cte-616	15	16	including	include	VERB
cte-616	15	17	technical	technical	ADJ
cte-616	15	18	staff	staff	NOUN
cte-616	15	19	,	,	PUNCT
cte-616	15	20	data	data	NOUN
cte-616	15	21	infrastructure	infrastructure	NOUN
cte-616	15	22	,	,	PUNCT
cte-616	15	23	management	management	NOUN
cte-616	15	24	systems	system	NOUN
cte-616	15	25	,	,	PUNCT
cte-616	15	26	and	and	CCONJ
cte-616	15	27	ongoing	ongoing	ADJ
cte-616	15	28	funding	funding	NOUN
cte-616	15	29	,	,	PUNCT
cte-616	15	30	pose	pose	VERB
cte-616	15	31	challenges	challenge	NOUN
cte-616	15	32	for	for	ADP
cte-616	15	33	some	some	DET
cte-616	15	34	institutions	institution	NOUN
cte-616	15	35	[	[	X
cte-616	15	36	33	33	NUM
cte-616	15	37	]	]	PUNCT
cte-616	15	38	.	.	PUNCT
cte-616	16	1	faculty	faculty	NOUN
cte-616	16	2	,	,	PUNCT
cte-616	16	3	staff	staff	NOUN
cte-616	16	4	,	,	PUNCT
cte-616	16	5	and	and	CCONJ
cte-616	16	6	students	student	NOUN
cte-616	16	7	may	may	AUX
cte-616	16	8	also	also	ADV
cte-616	16	9	resist	resist	VERB
cte-616	16	10	artificial	artificial	ADJ
cte-616	16	11	intelligence	intelligence	NOUN
cte-616	16	12	because	because	SCONJ
cte-616	16	13	of	of	ADP
cte-616	16	14	concerns	concern	NOUN
cte-616	16	15	that	that	DET
cte-616	16	16	automation	automation	NOUN
cte-616	16	17	will	will	AUX
cte-616	16	18	threaten	threaten	VERB
cte-616	16	19	jobs	job	NOUN
cte-616	16	20	,	,	PUNCT
cte-616	16	21	dehumanize	dehumanize	VERB
cte-616	16	22	education	education	NOUN
cte-616	16	23	,	,	PUNCT
cte-616	16	24	and	and	CCONJ
cte-616	16	25	lack	lack	VERB
cte-616	16	26	transparency	transparency	NOUN
cte-616	16	27	in	in	ADP
cte-616	16	28	how	how	SCONJ
cte-616	16	29	algorithms	algorithm	NOUN
cte-616	16	30	generate	generate	VERB
cte-616	16	31	recommendations	recommendation	NOUN
cte-616	16	32	[	[	X
cte-616	16	33	36	36	NUM
cte-616	16	34	]	]	PUNCT
cte-616	16	35	.	.	PUNCT
cte-616	17	1	all	all	PRON
cte-616	17	2	of	of	ADP
cte-616	17	3	these	these	DET
cte-616	17	4	challenges	challenge	NOUN
cte-616	17	5	suggest	suggest	VERB
cte-616	17	6	that	that	SCONJ
cte-616	17	7	ai	ai	VERB
cte-616	17	8	initiatives	initiative	NOUN
cte-616	17	9	can	can	AUX
cte-616	17	10	only	only	ADV
cte-616	17	11	be	be	AUX
cte-616	17	12	implemented	implement	VERB
cte-616	17	13	after	after	ADP
cte-616	17	14	careful	careful	ADJ
cte-616	17	15	research	research	NOUN
cte-616	17	16	and	and	CCONJ
cte-616	17	17	testing	testing	NOUN
cte-616	17	18	,	,	PUNCT
cte-616	17	19	and	and	CCONJ
cte-616	17	20	in	in	ADP
cte-616	17	21	a	a	DET
cte-616	17	22	way	way	NOUN
cte-616	17	23	that	that	PRON
cte-616	17	24	is	be	AUX
cte-616	17	25	consistent	consistent	ADJ
cte-616	17	26	with	with	ADP
cte-616	17	27	educational	educational	ADJ
cte-616	17	28	priorities	priority	NOUN
cte-616	17	29	,	,	PUNCT
cte-616	17	30	ethical	ethical	ADJ
cte-616	17	31	principles	principle	NOUN
cte-616	17	32	,	,	PUNCT
cte-616	17	33	and	and	CCONJ
cte-616	17	34	societal	societal	ADJ
cte-616	17	35	"	"	PUNCT
cte-616	17	36	kudzayit@gmail.com	kudzayit@gmail.com	X
cte-616	17	37	(	(	PUNCT
cte-616	17	38	k.	k.	PROPN
cte-616	17	39	s.	s.	PROPN
cte-616	17	40	tarisayi	tarisayi	PROPN
cte-616	17	41	)	)	PUNCT
cte-616	17	42	�	�	PROPN
cte-616	17	43	0000	0000	NUM
cte-616	17	44	-	-	PUNCT
cte-616	17	45	0003	0003	NUM
cte-616	17	46	-	-	PUNCT
cte-616	17	47	0086	0086	NUM
cte-616	17	48	-	-	SYM
cte-616	17	49	2420	2420	NUM
cte-616	17	50	(	(	PUNCT
cte-616	17	51	k.	k.	PROPN
cte-616	17	52	s.	s.	PROPN
cte-616	17	53	tarisayi	tarisayi	PROPN
cte-616	17	54	)	)	PUNCT
cte-616	17	55	cte	cte	NOUN
cte-616	17	56	workshop	workshop	NOUN
cte-616	17	57	proceedings	proceeding	NOUN
cte-616	18	1	©	©	ADP
cte-616	18	2	copyright	copyright	NOUN
cte-616	18	3	for	for	ADP
cte-616	18	4	this	this	DET
cte-616	18	5	paper	paper	NOUN
cte-616	18	6	by	by	ADP
cte-616	18	7	its	its	PRON
cte-616	18	8	authors	author	NOUN
cte-616	18	9	,	,	PUNCT
cte-616	18	10	published	publish	VERB
cte-616	18	11	by	by	ADP
cte-616	18	12	academy	academy	NOUN
cte-616	18	13	of	of	ADP
cte-616	18	14	cognitive	cognitive	ADJ
cte-616	18	15	and	and	CCONJ
cte-616	18	16	natural	natural	ADJ
cte-616	18	17	sciences	science	NOUN
cte-616	18	18	(	(	PUNCT
cte-616	18	19	acns	acns	ADJ
cte-616	18	20	)	)	PUNCT
cte-616	18	21	.	.	PUNCT
cte-616	19	1	this	this	PRON
cte-616	19	2	is	be	AUX
cte-616	19	3	an	an	DET
cte-616	19	4	open	open	ADJ
cte-616	19	5	access	access	NOUN
cte-616	19	6	article	article	NOUN
cte-616	19	7	distributed	distribute	VERB
cte-616	19	8	under	under	ADP
cte-616	19	9	the	the	DET
cte-616	19	10	terms	term	NOUN
cte-616	19	11	of	of	ADP
cte-616	19	12	the	the	DET
cte-616	19	13	creative	creative	ADJ
cte-616	19	14	commons	common	NOUN
cte-616	19	15	license	license	NOUN
cte-616	19	16	attribution	attribution	NOUN
cte-616	19	17	4.0	4.0	NUM
cte-616	19	18	international	international	NOUN
cte-616	19	19	(	(	PUNCT
cte-616	19	20	cc	cc	NOUN
cte-616	19	21	by	by	ADP
cte-616	19	22	4.0	4.0	NUM
cte-616	19	23	)	)	PUNCT
cte-616	19	24	,	,	PUNCT
cte-616	19	25	which	which	PRON
cte-616	19	26	permits	permit	VERB
cte-616	19	27	unrestricted	unrestricted	ADJ
cte-616	19	28	use	use	NOUN
cte-616	19	29	,	,	PUNCT
cte-616	19	30	distribution	distribution	NOUN
cte-616	19	31	,	,	PUNCT
cte-616	19	32	and	and	CCONJ
cte-616	19	33	reproduction	reproduction	NOUN
cte-616	19	34	in	in	ADP
cte-616	19	35	any	any	DET
cte-616	19	36	medium	medium	NOUN
cte-616	19	37	,	,	PUNCT
cte-616	19	38	provided	provide	VERB
cte-616	19	39	the	the	DET
cte-616	19	40	original	original	ADJ
cte-616	19	41	work	work	NOUN
cte-616	19	42	is	be	AUX
cte-616	19	43	properly	properly	ADV
cte-616	19	44	cited	cite	VERB
cte-616	19	45	.	.	PUNCT
cte-616	20	1	4	4	NUM
cte-616	20	2	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	20	3	mailto:kudzayit@gmail.com	mailto:kudzayit@gmail.com	X
cte-616	20	4	https://orcid.org/0000-0003-0086-2420	https://orcid.org/0000-0003-0086-2420	PROPN
cte-616	20	5	https://acnsci.org/cte	https://acnsci.org/cte	VERB
cte-616	20	6	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-616	20	7	https://acnsci.org	https://acnsci.org	PROPN
cte-616	20	8	cte	cte	NOUN
cte-616	20	9	workshop	workshop	NOUN
cte-616	20	10	proceedings	proceeding	NOUN
cte-616	20	11	,	,	PUNCT
cte-616	20	12	2024	2024	NUM
cte-616	20	13	,	,	PUNCT
cte-616	20	14	vol	vol	NOUN
cte-616	20	15	.	.	PROPN
cte-616	20	16	11	11	NUM
cte-616	20	17	,	,	PUNCT
cte-616	20	18	pp	pp	ADJ
cte-616	20	19	.	.	PUNCT
cte-616	21	1	4	4	NUM
cte-616	21	2	-	-	SYM
cte-616	21	3	14	14	NUM
cte-616	21	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	21	5	values	value	NOUN
cte-616	21	6	.	.	PUNCT
cte-616	22	1	these	these	DET
cte-616	22	2	challenges	challenge	NOUN
cte-616	22	3	and	and	CCONJ
cte-616	22	4	the	the	DET
cte-616	22	5	search	search	NOUN
cte-616	22	6	for	for	ADP
cte-616	22	7	solutions	solution	NOUN
cte-616	22	8	reinforce	reinforce	VERB
cte-616	22	9	the	the	DET
cte-616	22	10	rationale	rationale	NOUN
cte-616	22	11	for	for	ADP
cte-616	22	12	strengthening	strengthen	VERB
cte-616	22	13	university	university	NOUN
cte-616	22	14	management	management	NOUN
cte-616	22	15	to	to	PART
cte-616	22	16	promote	promote	VERB
cte-616	22	17	the	the	DET
cte-616	22	18	spread	spread	NOUN
cte-616	22	19	of	of	ADP
cte-616	22	20	artificial	artificial	ADJ
cte-616	22	21	intelligence	intelligence	NOUN
cte-616	22	22	in	in	ADP
cte-616	22	23	higher	high	ADJ
cte-616	22	24	education	education	NOUN
cte-616	22	25	.	.	PUNCT
cte-616	23	1	as	as	ADP
cte-616	23	2	such	such	ADJ
cte-616	23	3	,	,	PUNCT
cte-616	23	4	university	university	NOUN
cte-616	23	5	strategic	strategic	ADJ
cte-616	23	6	leadership	leadership	NOUN
cte-616	23	7	plays	play	VERB
cte-616	23	8	a	a	DET
cte-616	23	9	critical	critical	ADJ
cte-616	23	10	role	role	NOUN
cte-616	23	11	in	in	ADP
cte-616	23	12	guiding	guide	VERB
cte-616	23	13	appropriate	appropriate	ADJ
cte-616	23	14	ai	ai	NOUN
cte-616	23	15	adoption	adoption	NOUN
cte-616	23	16	and	and	CCONJ
cte-616	23	17	innovation	innovation	NOUN
cte-616	23	18	to	to	PART
cte-616	23	19	balance	balance	VERB
cte-616	23	20	benefits	benefit	NOUN
cte-616	23	21	and	and	CCONJ
cte-616	23	22	risks	risk	NOUN
cte-616	23	23	.	.	PUNCT
cte-616	24	1	examples	example	NOUN
cte-616	24	2	of	of	ADP
cte-616	24	3	strategic	strategic	ADJ
cte-616	24	4	actions	action	NOUN
cte-616	24	5	leaders	leader	NOUN
cte-616	24	6	can	can	AUX
cte-616	24	7	take	take	VERB
cte-616	24	8	include	include	VERB
cte-616	24	9	articulating	articulate	VERB
cte-616	24	10	an	an	DET
cte-616	24	11	ai	ai	NOUN
cte-616	24	12	vision	vision	NOUN
cte-616	24	13	within	within	ADP
cte-616	24	14	the	the	DET
cte-616	24	15	context	context	NOUN
cte-616	24	16	of	of	ADP
cte-616	24	17	broader	broad	ADJ
cte-616	24	18	institutional	institutional	ADJ
cte-616	24	19	goals	goal	NOUN
cte-616	24	20	,	,	PUNCT
cte-616	24	21	fostering	foster	VERB
cte-616	24	22	a	a	DET
cte-616	24	23	campus	campus	NOUN
cte-616	24	24	climate	climate	NOUN
cte-616	24	25	that	that	PRON
cte-616	24	26	embraces	embrace	VERB
cte-616	24	27	experimentation	experimentation	NOUN
cte-616	24	28	and	and	CCONJ
cte-616	24	29	thoughtful	thoughtful	ADJ
cte-616	24	30	adoption	adoption	NOUN
cte-616	24	31	of	of	ADP
cte-616	24	32	ai	ai	PROPN
cte-616	24	33	tools	tool	NOUN
cte-616	24	34	,	,	PUNCT
cte-616	24	35	ensuring	ensure	VERB
cte-616	24	36	transparency	transparency	NOUN
cte-616	24	37	and	and	CCONJ
cte-616	24	38	oversight	oversight	NOUN
cte-616	24	39	of	of	ADP
cte-616	24	40	ai	ai	PROPN
cte-616	24	41	initiatives	initiative	NOUN
cte-616	24	42	,	,	PUNCT
cte-616	24	43	and	and	CCONJ
cte-616	24	44	allocating	allocate	VERB
cte-616	24	45	resources	resource	NOUN
cte-616	24	46	to	to	PART
cte-616	24	47	support	support	VERB
cte-616	24	48	ethics	ethic	NOUN
cte-616	24	49	and	and	CCONJ
cte-616	24	50	ethics	ethic	NOUN
cte-616	24	51	[	[	X
cte-616	24	52	2	2	NUM
cte-616	24	53	,	,	PUNCT
cte-616	24	54	19	19	NUM
cte-616	24	55	,	,	PUNCT
cte-616	24	56	35	35	NUM
cte-616	24	57	]	]	PUNCT
cte-616	24	58	.	.	PUNCT
cte-616	25	1	crucially	crucially	ADV
cte-616	25	2	,	,	PUNCT
cte-616	25	3	leaders	leader	NOUN
cte-616	25	4	themselves	themselves	PRON
cte-616	25	5	need	need	VERB
cte-616	25	6	a	a	DET
cte-616	25	7	deep	deep	ADJ
cte-616	25	8	understanding	understanding	NOUN
cte-616	25	9	of	of	ADP
cte-616	25	10	ai	ai	ADJ
cte-616	25	11	opportunities	opportunity	NOUN
cte-616	25	12	,	,	PUNCT
cte-616	25	13	trends	trend	NOUN
cte-616	25	14	,	,	PUNCT
cte-616	25	15	challenges	challenge	NOUN
cte-616	25	16	,	,	PUNCT
cte-616	25	17	and	and	CCONJ
cte-616	25	18	applications	application	NOUN
cte-616	25	19	tailored	tailor	VERB
cte-616	25	20	to	to	ADP
cte-616	25	21	higher	high	ADJ
cte-616	25	22	education	education	NOUN
cte-616	25	23	to	to	PART
cte-616	25	24	distinguish	distinguish	VERB
cte-616	25	25	hype	hype	NOUN
cte-616	25	26	from	from	ADP
cte-616	25	27	reality	reality	NOUN
cte-616	25	28	,	,	PUNCT
cte-616	25	29	critically	critically	ADV
cte-616	25	30	evaluate	evaluate	VERB
cte-616	25	31	vendor	vendor	NOUN
cte-616	25	32	offerings	offering	NOUN
cte-616	25	33	,	,	PUNCT
cte-616	25	34	and	and	CCONJ
cte-616	25	35	formulate	formulate	VERB
cte-616	25	36	ai	ai	PROPN
cte-616	25	37	investment	investment	NOUN
cte-616	25	38	strategies	strategy	NOUN
cte-616	25	39	to	to	PART
cte-616	25	40	maximize	maximize	VERB
cte-616	25	41	benefits	benefit	NOUN
cte-616	25	42	while	while	SCONJ
cte-616	25	43	minimizing	minimize	VERB
cte-616	25	44	potential	potential	ADJ
cte-616	25	45	harm	harm	NOUN
cte-616	25	46	.	.	PUNCT
cte-616	26	1	the	the	DET
cte-616	26	2	author	author	NOUN
cte-616	26	3	uses	use	VERB
cte-616	26	4	the	the	DET
cte-616	26	5	next	next	ADJ
cte-616	26	6	section	section	NOUN
cte-616	26	7	to	to	PART
cte-616	26	8	unravel	unravel	VERB
cte-616	26	9	the	the	DET
cte-616	26	10	theoretical	theoretical	ADJ
cte-616	26	11	framework	framework	NOUN
cte-616	26	12	guiding	guide	VERB
cte-616	26	13	this	this	DET
cte-616	26	14	study	study	NOUN
cte-616	26	15	.	.	PUNCT
cte-616	27	1	2	2	X
cte-616	27	2	.	.	X
cte-616	27	3	theoretical	theoretical	ADJ
cte-616	27	4	framework	framework	NOUN
cte-616	27	5	the	the	DET
cte-616	27	6	author	author	NOUN
cte-616	27	7	triangulates	triangulate	VERB
cte-616	27	8	roger	roger	PROPN
cte-616	27	9	’s	’s	PART
cte-616	27	10	diffusion	diffusion	NOUN
cte-616	27	11	of	of	ADP
cte-616	27	12	innovations	innovation	NOUN
cte-616	27	13	theory	theory	NOUN
cte-616	27	14	and	and	CCONJ
cte-616	27	15	technology	technology	NOUN
cte-616	27	16	leadership	leadership	NOUN
cte-616	27	17	as	as	ADP
cte-616	27	18	a	a	DET
cte-616	27	19	theoretical	theoretical	ADJ
cte-616	27	20	framework	framework	NOUN
cte-616	27	21	to	to	PART
cte-616	27	22	guide	guide	VERB
cte-616	27	23	this	this	DET
cte-616	27	24	study	study	NOUN
cte-616	27	25	of	of	ADP
cte-616	27	26	how	how	SCONJ
cte-616	27	27	university	university	NOUN
cte-616	27	28	leadership	leadership	NOUN
cte-616	27	29	facilitates	facilitate	VERB
cte-616	27	30	the	the	DET
cte-616	27	31	adoption	adoption	NOUN
cte-616	27	32	and	and	CCONJ
cte-616	27	33	integration	integration	NOUN
cte-616	27	34	of	of	ADP
cte-616	27	35	ai	ai	NOUN
cte-616	27	36	on	on	ADP
cte-616	27	37	campus	campus	NOUN
cte-616	27	38	.	.	PUNCT
cte-616	28	1	rogers	rogers	PROPN
cte-616	28	2	’	'	PUNCT
cte-616	29	1	[	[	X
cte-616	29	2	28	28	NUM
cte-616	29	3	]	]	ADJ
cte-616	29	4	diffusion	diffusion	NOUN
cte-616	29	5	of	of	ADP
cte-616	29	6	innovations	innovation	NOUN
cte-616	29	7	theory	theory	NOUN
cte-616	29	8	outlines	outline	VERB
cte-616	29	9	the	the	DET
cte-616	29	10	spread	spread	NOUN
cte-616	29	11	of	of	ADP
cte-616	29	12	new	new	ADJ
cte-616	29	13	ideas	idea	NOUN
cte-616	29	14	and	and	CCONJ
cte-616	29	15	technologies	technology	NOUN
cte-616	29	16	in	in	ADP
cte-616	29	17	the	the	DET
cte-616	29	18	organization	organization	NOUN
cte-616	29	19	over	over	ADP
cte-616	29	20	time	time	NOUN
cte-616	29	21	,	,	PUNCT
cte-616	29	22	passing	pass	VERB
cte-616	29	23	through	through	ADP
cte-616	29	24	the	the	DET
cte-616	29	25	stages	stage	NOUN
cte-616	29	26	of	of	ADP
cte-616	29	27	awareness	awareness	NOUN
cte-616	29	28	,	,	PUNCT
cte-616	29	29	interest	interest	NOUN
cte-616	29	30	,	,	PUNCT
cte-616	29	31	evaluation	evaluation	NOUN
cte-616	29	32	,	,	PUNCT
cte-616	29	33	experimentation	experimentation	NOUN
cte-616	29	34	,	,	PUNCT
cte-616	29	35	and	and	CCONJ
cte-616	29	36	permanent	permanent	ADJ
cte-616	29	37	implementation	implementation	NOUN
cte-616	29	38	.	.	PUNCT
cte-616	30	1	leadership	leadership	NOUN
cte-616	30	2	plays	play	VERB
cte-616	30	3	a	a	DET
cte-616	30	4	key	key	ADJ
cte-616	30	5	role	role	NOUN
cte-616	30	6	in	in	ADP
cte-616	30	7	all	all	DET
cte-616	30	8	stages	stage	NOUN
cte-616	30	9	of	of	ADP
cte-616	30	10	this	this	DET
cte-616	30	11	process	process	NOUN
cte-616	30	12	to	to	PART
cte-616	30	13	facilitate	facilitate	VERB
cte-616	30	14	the	the	DET
cte-616	30	15	spread	spread	NOUN
cte-616	30	16	of	of	ADP
cte-616	30	17	success	success	NOUN
cte-616	30	18	.	.	PUNCT
cte-616	31	1	in	in	ADP
cte-616	31	2	the	the	DET
cte-616	31	3	understanding	understanding	NOUN
cte-616	31	4	phase	phase	NOUN
cte-616	31	5	,	,	PUNCT
cte-616	31	6	managers	manager	NOUN
cte-616	31	7	communicate	communicate	VERB
cte-616	31	8	the	the	DET
cte-616	31	9	potential	potential	ADJ
cte-616	31	10	benefits	benefit	NOUN
cte-616	31	11	of	of	ADP
cte-616	31	12	artificial	artificial	ADJ
cte-616	31	13	intelligence	intelligence	NOUN
cte-616	31	14	to	to	PART
cte-616	31	15	generate	generate	VERB
cte-616	31	16	interest	interest	NOUN
cte-616	31	17	among	among	ADP
cte-616	31	18	stakeholders	stakeholder	NOUN
cte-616	31	19	.	.	PUNCT
cte-616	32	1	as	as	SCONJ
cte-616	32	2	interest	interest	NOUN
cte-616	32	3	grows	grow	VERB
cte-616	32	4	,	,	PUNCT
cte-616	32	5	leaders	leader	NOUN
cte-616	32	6	are	be	AUX
cte-616	32	7	critically	critically	ADV
cte-616	32	8	evaluating	evaluate	VERB
cte-616	32	9	the	the	DET
cte-616	32	10	“	"	PUNCT
cte-616	32	11	fit	fit	NOUN
cte-616	32	12	”	"	PUNCT
cte-616	32	13	of	of	ADP
cte-616	32	14	ai	ai	ADJ
cte-616	32	15	solutions	solution	NOUN
cte-616	32	16	to	to	ADP
cte-616	32	17	learning	learn	VERB
cte-616	32	18	priorities	priority	NOUN
cte-616	32	19	,	,	PUNCT
cte-616	32	20	values	value	NOUN
cte-616	32	21	,	,	PUNCT
cte-616	32	22	and	and	CCONJ
cte-616	32	23	needs	need	VERB
cte-616	32	24	.	.	PUNCT
cte-616	33	1	once	once	ADV
cte-616	33	2	a	a	DET
cte-616	33	3	solution	solution	NOUN
cte-616	33	4	is	be	AUX
cte-616	33	5	chosen	choose	VERB
cte-616	33	6	,	,	PUNCT
cte-616	33	7	managers	manager	NOUN
cte-616	33	8	strategically	strategically	ADV
cte-616	33	9	test	test	NOUN
cte-616	33	10	and	and	CCONJ
cte-616	33	11	experiment	experiment	NOUN
cte-616	33	12	with	with	ADP
cte-616	33	13	small	small	ADJ
cte-616	33	14	ai	ai	PROPN
cte-616	33	15	applications	application	NOUN
cte-616	33	16	to	to	PART
cte-616	33	17	prove	prove	VERB
cte-616	33	18	their	their	PRON
cte-616	33	19	value	value	NOUN
cte-616	33	20	.	.	PUNCT
cte-616	34	1	if	if	SCONJ
cte-616	34	2	the	the	DET
cte-616	34	3	pilot	pilot	NOUN
cte-616	34	4	is	be	AUX
cte-616	34	5	successful	successful	ADJ
cte-616	34	6	,	,	PUNCT
cte-616	34	7	managers	manager	NOUN
cte-616	34	8	measure	measure	VERB
cte-616	34	9	ai	ai	VERB
cte-616	34	10	initiatives	initiative	NOUN
cte-616	34	11	and	and	CCONJ
cte-616	34	12	deploy	deploy	VERB
cte-616	34	13	them	they	PRON
cte-616	34	14	sustainably	sustainably	ADV
cte-616	34	15	over	over	ADP
cte-616	34	16	time	time	NOUN
cte-616	34	17	.	.	PUNCT
cte-616	35	1	however	however	ADV
cte-616	35	2	,	,	PUNCT
cte-616	35	3	as	as	ADP
cte-616	35	4	an	an	DET
cte-616	35	5	innovation	innovation	NOUN
cte-616	35	6	,	,	PUNCT
cte-616	35	7	many	many	ADJ
cte-616	35	8	managers	manager	NOUN
cte-616	35	9	lack	lack	VERB
cte-616	35	10	a	a	DET
cte-616	35	11	deep	deep	ADJ
cte-616	35	12	understanding	understanding	NOUN
cte-616	35	13	of	of	ADP
cte-616	35	14	ai	ai	VERB
cte-616	35	15	’s	’s	PART
cte-616	35	16	capabilities	capability	NOUN
cte-616	35	17	,	,	PUNCT
cte-616	35	18	limitations	limitation	NOUN
cte-616	35	19	,	,	PUNCT
cte-616	35	20	trends	trend	NOUN
cte-616	35	21	,	,	PUNCT
cte-616	35	22	and	and	CCONJ
cte-616	35	23	applications	application	NOUN
cte-616	35	24	,	,	PUNCT
cte-616	35	25	which	which	PRON
cte-616	35	26	hinders	hinder	VERB
cte-616	35	27	progress	progress	NOUN
cte-616	35	28	in	in	ADP
cte-616	35	29	the	the	DET
cte-616	35	30	diffusion	diffusion	NOUN
cte-616	35	31	phase	phase	NOUN
cte-616	35	32	.	.	PUNCT
cte-616	36	1	adequate	adequate	ADJ
cte-616	36	2	ai	ai	NOUN
cte-616	36	3	expertise	expertise	NOUN
cte-616	36	4	enables	enable	VERB
cte-616	36	5	managers	manager	NOUN
cte-616	36	6	to	to	PART
cte-616	36	7	distinguish	distinguish	VERB
cte-616	36	8	hype	hype	NOUN
cte-616	36	9	from	from	ADP
cte-616	36	10	reality	reality	NOUN
cte-616	36	11	,	,	PUNCT
cte-616	36	12	determine	determine	VERB
cte-616	36	13	the	the	DET
cte-616	36	14	benefits	benefit	NOUN
cte-616	36	15	of	of	ADP
cte-616	36	16	ai	ai	VERB
cte-616	36	17	in	in	ADP
cte-616	36	18	the	the	DET
cte-616	36	19	context	context	NOUN
cte-616	36	20	of	of	ADP
cte-616	36	21	the	the	DET
cte-616	36	22	agency	agency	NOUN
cte-616	36	23	’s	’s	PART
cte-616	36	24	strategic	strategic	ADJ
cte-616	36	25	priorities	priority	NOUN
cte-616	36	26	,	,	PUNCT
cte-616	36	27	and	and	CCONJ
cte-616	36	28	critically	critically	ADV
cte-616	36	29	evaluate	evaluate	VERB
cte-616	36	30	vendor	vendor	NOUN
cte-616	36	31	offerings	offering	NOUN
cte-616	36	32	.	.	PUNCT
cte-616	37	1	resources	resource	NOUN
cte-616	37	2	for	for	ADP
cte-616	37	3	controlled	control	VERB
cte-616	37	4	experiments	experiment	NOUN
cte-616	37	5	also	also	ADV
cte-616	37	6	allow	allow	VERB
cte-616	37	7	managers	manager	NOUN
cte-616	37	8	to	to	PART
cte-616	37	9	effectively	effectively	ADV
cte-616	37	10	pilot	pilot	VERB
cte-616	37	11	ai	ai	VERB
cte-616	37	12	applications	application	NOUN
cte-616	37	13	before	before	ADP
cte-616	37	14	wider	wide	ADJ
cte-616	37	15	adoption	adoption	NOUN
cte-616	37	16	.	.	PUNCT
cte-616	38	1	technology	technology	NOUN
cte-616	38	2	leadership	leadership	NOUN
cte-616	38	3	provides	provide	VERB
cte-616	38	4	an	an	DET
cte-616	38	5	additional	additional	ADJ
cte-616	38	6	lens	lens	NOUN
cte-616	38	7	to	to	PART
cte-616	38	8	examine	examine	VERB
cte-616	38	9	the	the	DET
cte-616	38	10	role	role	NOUN
cte-616	38	11	of	of	ADP
cte-616	38	12	university	university	NOUN
cte-616	38	13	administrators	administrator	NOUN
cte-616	38	14	in	in	ADP
cte-616	38	15	implementing	implement	VERB
cte-616	38	16	ai	ai	NOUN
cte-616	38	17	.	.	PUNCT
cte-616	39	1	technical	technical	ADJ
cte-616	39	2	management	management	NOUN
cte-616	39	3	involves	involve	VERB
cte-616	39	4	the	the	DET
cte-616	39	5	creative	creative	ADJ
cte-616	39	6	application	application	NOUN
cte-616	39	7	of	of	ADP
cte-616	39	8	technology	technology	NOUN
cte-616	39	9	to	to	PART
cte-616	39	10	achieve	achieve	VERB
cte-616	39	11	learning	learning	NOUN
cte-616	39	12	objectives	objective	NOUN
cte-616	39	13	and	and	CCONJ
cte-616	39	14	the	the	DET
cte-616	39	15	mobilization	mobilization	NOUN
cte-616	39	16	of	of	ADP
cte-616	39	17	financial	financial	ADJ
cte-616	39	18	and	and	CCONJ
cte-616	39	19	human	human	ADJ
cte-616	39	20	resources	resource	NOUN
cte-616	39	21	necessary	necessary	ADJ
cte-616	39	22	for	for	ADP
cte-616	39	23	effective	effective	ADJ
cte-616	39	24	technology	technology	NOUN
cte-616	39	25	integration	integration	NOUN
cte-616	39	26	[	[	X
cte-616	39	27	15	15	NUM
cte-616	39	28	]	]	PUNCT
cte-616	39	29	.	.	PUNCT
cte-616	40	1	key	key	ADJ
cte-616	40	2	responsibilities	responsibility	NOUN
cte-616	40	3	include	include	VERB
cte-616	40	4	fostering	foster	VERB
cte-616	40	5	a	a	DET
cte-616	40	6	shared	share	VERB
cte-616	40	7	vision	vision	NOUN
cte-616	40	8	of	of	ADP
cte-616	40	9	how	how	SCONJ
cte-616	40	10	technology	technology	NOUN
cte-616	40	11	aligns	align	VERB
cte-616	40	12	with	with	ADP
cte-616	40	13	institutional	institutional	ADJ
cte-616	40	14	priorities	priority	NOUN
cte-616	40	15	,	,	PUNCT
cte-616	40	16	modelling	model	VERB
cte-616	40	17	effective	effective	ADJ
cte-616	40	18	technology	technology	NOUN
cte-616	40	19	use	use	NOUN
cte-616	40	20	,	,	PUNCT
cte-616	40	21	providing	provide	VERB
cte-616	40	22	professional	professional	ADJ
cte-616	40	23	development	development	NOUN
cte-616	40	24	and	and	CCONJ
cte-616	40	25	integration	integration	NOUN
cte-616	40	26	support	support	NOUN
cte-616	40	27	,	,	PUNCT
cte-616	40	28	and	and	CCONJ
cte-616	40	29	strategic	strategic	ADJ
cte-616	40	30	management	management	NOUN
cte-616	40	31	of	of	ADP
cte-616	40	32	technology	technology	NOUN
cte-616	40	33	resources	resource	NOUN
cte-616	40	34	[	[	X
cte-616	40	35	3	3	NUM
cte-616	40	36	,	,	PUNCT
cte-616	40	37	32	32	NUM
cte-616	40	38	]	]	PUNCT
cte-616	40	39	.	.	PUNCT
cte-616	41	1	therefore	therefore	ADV
cte-616	41	2	,	,	PUNCT
cte-616	41	3	equipping	equip	VERB
cte-616	41	4	university	university	NOUN
cte-616	41	5	administrators	administrator	NOUN
cte-616	41	6	with	with	ADP
cte-616	41	7	specific	specific	ADJ
cte-616	41	8	ai	ai	NOUN
cte-616	41	9	knowledge	knowledge	NOUN
cte-616	41	10	and	and	CCONJ
cte-616	41	11	technical	technical	ADJ
cte-616	41	12	management	management	NOUN
cte-616	41	13	skills	skill	NOUN
cte-616	41	14	is	be	AUX
cte-616	41	15	critical	critical	ADJ
cte-616	41	16	to	to	PART
cte-616	41	17	ensure	ensure	VERB
cte-616	41	18	appropriate	appropriate	ADJ
cte-616	41	19	and	and	CCONJ
cte-616	41	20	sustainable	sustainable	ADJ
cte-616	41	21	implementation	implementation	NOUN
cte-616	41	22	of	of	ADP
cte-616	41	23	ai	ai	NOUN
cte-616	41	24	on	on	ADP
cte-616	41	25	campus	campus	NOUN
cte-616	41	26	.	.	PUNCT
cte-616	42	1	this	this	PRON
cte-616	42	2	includes	include	VERB
cte-616	42	3	articulating	articulate	VERB
cte-616	42	4	an	an	DET
cte-616	42	5	ambitious	ambitious	ADJ
cte-616	42	6	but	but	CCONJ
cte-616	42	7	down	down	ADP
cte-616	42	8	-	-	PUNCT
cte-616	42	9	to	to	ADP
cte-616	42	10	-	-	PUNCT
cte-616	42	11	earth	earth	NOUN
cte-616	42	12	vision	vision	NOUN
cte-616	42	13	for	for	ADP
cte-616	42	14	the	the	DET
cte-616	42	15	role	role	NOUN
cte-616	42	16	of	of	ADP
cte-616	42	17	ai	ai	VERB
cte-616	42	18	in	in	ADP
cte-616	42	19	fulfilling	fulfil	VERB
cte-616	42	20	the	the	DET
cte-616	42	21	institutional	institutional	ADJ
cte-616	42	22	mission	mission	NOUN
cte-616	42	23	,	,	PUNCT
cte-616	42	24	providing	provide	VERB
cte-616	42	25	targeted	target	VERB
cte-616	42	26	professional	professional	ADJ
cte-616	42	27	development	development	NOUN
cte-616	42	28	and	and	CCONJ
cte-616	42	29	support	support	NOUN
cte-616	42	30	,	,	PUNCT
cte-616	42	31	opportunities	opportunity	NOUN
cte-616	42	32	for	for	ADP
cte-616	42	33	faculty	faculty	NOUN
cte-616	42	34	and	and	CCONJ
cte-616	42	35	students	student	NOUN
cte-616	42	36	to	to	PART
cte-616	42	37	learn	learn	VERB
cte-616	42	38	about	about	ADP
cte-616	42	39	ai	ai	VERB
cte-616	42	40	,	,	PUNCT
cte-616	42	41	and	and	CCONJ
cte-616	42	42	judicious	judicious	ADJ
cte-616	42	43	allocation	allocation	NOUN
cte-616	42	44	of	of	ADP
cte-616	42	45	resources	resource	NOUN
cte-616	42	46	5	5	NUM
cte-616	42	47	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	42	48	cte	cte	NOUN
cte-616	42	49	workshop	workshop	NOUN
cte-616	42	50	proceedings	proceeding	NOUN
cte-616	42	51	,	,	PUNCT
cte-616	42	52	2024	2024	NUM
cte-616	42	53	,	,	PUNCT
cte-616	42	54	vol	vol	NOUN
cte-616	42	55	.	.	PROPN
cte-616	42	56	11	11	NUM
cte-616	42	57	,	,	PUNCT
cte-616	42	58	pp	pp	ADJ
cte-616	42	59	.	.	PUNCT
cte-616	43	1	4	4	NUM
cte-616	43	2	-	-	SYM
cte-616	43	3	14	14	NUM
cte-616	43	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	43	5	for	for	ADP
cte-616	43	6	strategic	strategic	ADJ
cte-616	43	7	ai	ai	PROPN
cte-616	43	8	initiatives	initiative	NOUN
cte-616	43	9	,	,	PUNCT
cte-616	43	10	as	as	ADV
cte-616	43	11	well	well	ADV
cte-616	43	12	as	as	ADP
cte-616	43	13	establishing	establish	VERB
cte-616	43	14	a	a	DET
cte-616	43	15	role	role	NOUN
cte-616	43	16	for	for	ADP
cte-616	43	17	ai	ai	PROPN
cte-616	43	18	.	.	PUNCT
cte-616	43	19	management	management	NOUN
cte-616	43	20	system	system	NOUN
cte-616	43	21	to	to	PART
cte-616	43	22	ensure	ensure	VERB
cte-616	43	23	transparency	transparency	NOUN
cte-616	43	24	,	,	PUNCT
cte-616	43	25	fairness	fairness	NOUN
cte-616	43	26	and	and	CCONJ
cte-616	43	27	oversight	oversight	NOUN
cte-616	43	28	.	.	PUNCT
cte-616	44	1	through	through	ADP
cte-616	44	2	these	these	DET
cte-616	44	3	efforts	effort	NOUN
cte-616	44	4	,	,	PUNCT
cte-616	44	5	empowered	empower	VERB
cte-616	44	6	university	university	NOUN
cte-616	44	7	leadership	leadership	NOUN
cte-616	44	8	can	can	AUX
cte-616	44	9	navigate	navigate	VERB
cte-616	44	10	the	the	DET
cte-616	44	11	complex	complex	ADJ
cte-616	44	12	socio	socio	NOUN
cte-616	44	13	-	-	PUNCT
cte-616	44	14	technical	technical	ADJ
cte-616	44	15	environment	environment	NOUN
cte-616	44	16	surrounding	surround	VERB
cte-616	44	17	ai	ai	VERB
cte-616	44	18	in	in	ADP
cte-616	44	19	higher	high	ADJ
cte-616	44	20	education	education	NOUN
cte-616	44	21	,	,	PUNCT
cte-616	44	22	maximizing	maximize	VERB
cte-616	44	23	benefits	benefit	NOUN
cte-616	44	24	while	while	SCONJ
cte-616	44	25	avoiding	avoid	VERB
cte-616	44	26	harm	harm	NOUN
cte-616	44	27	.	.	PUNCT
cte-616	45	1	the	the	DET
cte-616	45	2	next	next	ADJ
cte-616	45	3	section	section	NOUN
cte-616	45	4	discusses	discuss	VERB
cte-616	45	5	the	the	DET
cte-616	45	6	research	research	NOUN
cte-616	45	7	methodology	methodology	NOUN
cte-616	45	8	used	use	VERB
cte-616	45	9	in	in	ADP
cte-616	45	10	this	this	DET
cte-616	45	11	study	study	NOUN
cte-616	45	12	.	.	PUNCT
cte-616	46	1	3	3	X
cte-616	46	2	.	.	X
cte-616	46	3	research	research	NOUN
cte-616	46	4	methodology	methodology	NOUN
cte-616	46	5	this	this	DET
cte-616	46	6	review	review	NOUN
cte-616	46	7	used	use	VERB
cte-616	46	8	a	a	DET
cte-616	46	9	qualitative	qualitative	ADJ
cte-616	46	10	approach	approach	NOUN
cte-616	46	11	.	.	PUNCT
cte-616	47	1	the	the	DET
cte-616	47	2	purpose	purpose	NOUN
cte-616	47	3	of	of	ADP
cte-616	47	4	qualitative	qualitative	ADJ
cte-616	47	5	research	research	NOUN
cte-616	47	6	is	be	AUX
cte-616	47	7	to	to	PART
cte-616	47	8	understand	understand	VERB
cte-616	47	9	meanings	meaning	NOUN
cte-616	47	10	,	,	PUNCT
cte-616	47	11	concepts	concept	NOUN
cte-616	47	12	,	,	PUNCT
cte-616	47	13	definitions	definition	NOUN
cte-616	47	14	,	,	PUNCT
cte-616	47	15	characteristics	characteristic	NOUN
cte-616	47	16	,	,	PUNCT
cte-616	47	17	metaphors	metaphor	NOUN
cte-616	47	18	,	,	PUNCT
cte-616	47	19	symbols	symbol	NOUN
cte-616	47	20	,	,	PUNCT
cte-616	47	21	and	and	CCONJ
cte-616	47	22	descriptions	description	NOUN
cte-616	47	23	of	of	ADP
cte-616	47	24	phenomena	phenomenon	NOUN
cte-616	47	25	[	[	X
cte-616	47	26	6	6	NUM
cte-616	47	27	]	]	PUNCT
cte-616	47	28	.	.	PUNCT
cte-616	48	1	it	it	PRON
cte-616	48	2	occurs	occur	VERB
cte-616	48	3	naturally	naturally	ADV
cte-616	48	4	,	,	PUNCT
cte-616	48	5	rather	rather	ADV
cte-616	48	6	than	than	ADP
cte-616	48	7	being	be	AUX
cte-616	48	8	rigidly	rigidly	ADV
cte-616	48	9	preset	preset	ADJ
cte-616	48	10	,	,	PUNCT
cte-616	48	11	and	and	CCONJ
cte-616	48	12	allows	allow	VERB
cte-616	48	13	data	datum	NOUN
cte-616	48	14	to	to	PART
cte-616	48	15	be	be	AUX
cte-616	48	16	collected	collect	VERB
cte-616	48	17	early	early	ADV
cte-616	48	18	in	in	ADP
cte-616	48	19	the	the	DET
cte-616	48	20	study	study	NOUN
cte-616	48	21	to	to	PART
cte-616	48	22	be	be	AUX
cte-616	48	23	reviewed	review	VERB
cte-616	48	24	and	and	CCONJ
cte-616	48	25	refined	refine	VERB
cte-616	48	26	as	as	SCONJ
cte-616	48	27	additional	additional	ADJ
cte-616	48	28	data	datum	NOUN
cte-616	48	29	is	be	AUX
cte-616	48	30	collected	collect	VERB
cte-616	48	31	[	[	PUNCT
cte-616	48	32	10	10	NUM
cte-616	48	33	]	]	PUNCT
cte-616	48	34	.	.	PUNCT
cte-616	49	1	qualitative	qualitative	ADJ
cte-616	49	2	methods	method	NOUN
cte-616	49	3	are	be	AUX
cte-616	49	4	appropriate	appropriate	ADJ
cte-616	49	5	for	for	SCONJ
cte-616	49	6	this	this	DET
cte-616	49	7	review	review	NOUN
cte-616	49	8	given	give	VERB
cte-616	49	9	its	its	PRON
cte-616	49	10	exploratory	exploratory	ADJ
cte-616	49	11	aim	aim	NOUN
cte-616	49	12	,	,	PUNCT
cte-616	49	13	focus	focus	VERB
cte-616	49	14	on	on	ADP
cte-616	49	15	describing	describe	VERB
cte-616	49	16	ai	ai	PROPN
cte-616	49	17	implementations	implementation	NOUN
cte-616	49	18	,	,	PUNCT
cte-616	49	19	and	and	CCONJ
cte-616	49	20	identification	identification	NOUN
cte-616	49	21	of	of	ADP
cte-616	49	22	broader	broad	ADJ
cte-616	49	23	challenges	challenge	NOUN
cte-616	49	24	and	and	CCONJ
cte-616	49	25	themes	theme	NOUN
cte-616	49	26	.	.	PUNCT
cte-616	50	1	a	a	DET
cte-616	50	2	literature	literature	NOUN
cte-616	50	3	review	review	NOUN
cte-616	50	4	was	be	AUX
cte-616	50	5	conducted	conduct	VERB
cte-616	50	6	to	to	PART
cte-616	50	7	identify	identify	VERB
cte-616	50	8	key	key	ADJ
cte-616	50	9	themes	theme	NOUN
cte-616	50	10	,	,	PUNCT
cte-616	50	11	challenges	challenge	NOUN
cte-616	50	12	,	,	PUNCT
cte-616	50	13	and	and	CCONJ
cte-616	50	14	recommendations	recommendation	NOUN
cte-616	50	15	related	relate	VERB
cte-616	50	16	to	to	AUX
cte-616	50	17	ai	ai	VERB
cte-616	50	18	implementation	implementation	NOUN
cte-616	50	19	in	in	ADP
cte-616	50	20	higher	high	ADJ
cte-616	50	21	education	education	NOUN
cte-616	50	22	and	and	CCONJ
cte-616	50	23	leadership	leadership	NOUN
cte-616	50	24	.	.	PUNCT
cte-616	51	1	the	the	DET
cte-616	51	2	following	follow	VERB
cte-616	51	3	databases	database	NOUN
cte-616	51	4	were	be	AUX
cte-616	51	5	searched	search	VERB
cte-616	51	6	:	:	PUNCT
cte-616	51	7	eric	eric	PROPN
cte-616	51	8	,	,	PUNCT
cte-616	51	9	education	education	NOUN
cte-616	51	10	research	research	NOUN
cte-616	51	11	complete	complete	ADJ
cte-616	51	12	,	,	PUNCT
cte-616	51	13	google	google	NOUN
cte-616	51	14	scholar	scholar	NOUN
cte-616	51	15	,	,	PUNCT
cte-616	51	16	and	and	CCONJ
cte-616	51	17	ieee	ieee	PROPN
cte-616	51	18	xplore	xplore	PROPN
cte-616	51	19	.	.	PUNCT
cte-616	52	1	search	search	NOUN
cte-616	52	2	terms	term	NOUN
cte-616	52	3	included	include	VERB
cte-616	52	4	“	"	PUNCT
cte-616	52	5	artificial	artificial	ADJ
cte-616	52	6	intelligence	intelligence	NOUN
cte-616	52	7	”	"	PUNCT
cte-616	52	8	and	and	CCONJ
cte-616	52	9	“	"	PUNCT
cte-616	52	10	higher	high	ADJ
cte-616	52	11	education	education	NOUN
cte-616	52	12	”	"	PUNCT
cte-616	52	13	or	or	CCONJ
cte-616	52	14	“	"	PUNCT
cte-616	52	15	university	university	NOUN
cte-616	52	16	”	"	PUNCT
cte-616	52	17	and	and	CCONJ
cte-616	52	18	“	"	PUNCT
cte-616	52	19	management	management	NOUN
cte-616	52	20	”	"	PUNCT
cte-616	52	21	.	.	PUNCT
cte-616	53	1	in	in	ADP
cte-616	53	2	addition	addition	NOUN
cte-616	53	3	to	to	ADP
cte-616	53	4	the	the	DET
cte-616	53	5	literature	literature	PROPN
cte-616	53	6	review	review	PROPN
cte-616	53	7	,	,	PUNCT
cte-616	53	8	examples	example	NOUN
cte-616	53	9	of	of	ADP
cte-616	53	10	ai	ai	PROPN
cte-616	53	11	implementations	implementation	NOUN
cte-616	53	12	were	be	AUX
cte-616	53	13	collected	collect	VERB
cte-616	53	14	using	use	VERB
cte-616	53	15	llms	llm	NOUN
cte-616	53	16	gpt	gpt	NOUN
cte-616	53	17	3.5	3.5	NUM
cte-616	53	18	and	and	CCONJ
cte-616	53	19	bard	bard	NOUN
cte-616	53	20	from	from	ADP
cte-616	53	21	a	a	DET
cte-616	53	22	variety	variety	NOUN
cte-616	53	23	of	of	ADP
cte-616	53	24	sources	source	NOUN
cte-616	53	25	,	,	PUNCT
cte-616	53	26	including	include	VERB
cte-616	53	27	vendors	vendor	NOUN
cte-616	53	28	,	,	PUNCT
cte-616	53	29	university	university	NOUN
cte-616	53	30	websites	website	NOUN
cte-616	53	31	,	,	PUNCT
cte-616	53	32	and	and	CCONJ
cte-616	53	33	media	medium	NOUN
cte-616	53	34	reports	report	NOUN
cte-616	53	35	.	.	PUNCT
cte-616	54	1	these	these	DET
cte-616	54	2	examples	example	NOUN
cte-616	54	3	illustrate	illustrate	VERB
cte-616	54	4	specific	specific	ADJ
cte-616	54	5	ai	ai	NOUN
cte-616	54	6	tools	tool	NOUN
cte-616	54	7	used	use	VERB
cte-616	54	8	in	in	ADP
cte-616	54	9	higher	high	ADJ
cte-616	54	10	education	education	NOUN
cte-616	54	11	and	and	CCONJ
cte-616	54	12	the	the	DET
cte-616	54	13	extent	extent	NOUN
cte-616	54	14	of	of	ADP
cte-616	54	15	current	current	ADJ
cte-616	54	16	implementation	implementation	NOUN
cte-616	54	17	.	.	PUNCT
cte-616	55	1	obtaining	obtain	VERB
cte-616	55	2	data	datum	NOUN
cte-616	55	3	from	from	ADP
cte-616	55	4	multiple	multiple	ADJ
cte-616	55	5	sources	source	NOUN
cte-616	55	6	allows	allow	VERB
cte-616	55	7	for	for	ADP
cte-616	55	8	data	data	NOUN
cte-616	55	9	triangulation	triangulation	NOUN
cte-616	55	10	,	,	PUNCT
cte-616	55	11	which	which	PRON
cte-616	55	12	increases	increase	VERB
cte-616	55	13	the	the	DET
cte-616	55	14	validity	validity	NOUN
cte-616	55	15	and	and	CCONJ
cte-616	55	16	reliability	reliability	NOUN
cte-616	55	17	of	of	ADP
cte-616	55	18	research	research	NOUN
cte-616	55	19	findings	finding	NOUN
cte-616	55	20	[	[	X
cte-616	55	21	9	9	NUM
cte-616	55	22	]	]	PUNCT
cte-616	55	23	.	.	PUNCT
cte-616	56	1	analysing	analyse	VERB
cte-616	56	2	the	the	DET
cte-616	56	3	data	datum	NOUN
cte-616	56	4	,	,	PUNCT
cte-616	56	5	five	five	NUM
cte-616	56	6	main	main	ADJ
cte-616	56	7	themes	theme	NOUN
cte-616	56	8	emerged	emerge	VERB
cte-616	56	9	regarding	regard	VERB
cte-616	56	10	ai	ai	INTJ
cte-616	56	11	implementation	implementation	NOUN
cte-616	56	12	:	:	PUNCT
cte-616	56	13	technologies	technology	NOUN
cte-616	56	14	used	use	VERB
cte-616	56	15	,	,	PUNCT
cte-616	56	16	applications	application	NOUN
cte-616	56	17	,	,	PUNCT
cte-616	56	18	challenges	challenge	NOUN
cte-616	56	19	,	,	PUNCT
cte-616	56	20	management	management	NOUN
cte-616	56	21	considerations	consideration	NOUN
cte-616	56	22	and	and	CCONJ
cte-616	56	23	recommendations	recommendation	NOUN
cte-616	56	24	.	.	PUNCT
cte-616	57	1	within	within	ADP
cte-616	57	2	each	each	DET
cte-616	57	3	topic	topic	NOUN
cte-616	57	4	,	,	PUNCT
cte-616	57	5	sub	sub	NOUN
cte-616	57	6	-	-	NOUN
cte-616	57	7	codes	code	NOUN
cte-616	57	8	were	be	AUX
cte-616	57	9	developed	develop	VERB
cte-616	57	10	to	to	PART
cte-616	57	11	further	far	ADV
cte-616	57	12	categorize	categorize	VERB
cte-616	57	13	the	the	DET
cte-616	57	14	data	datum	NOUN
cte-616	57	15	(	(	PUNCT
cte-616	57	16	e.g.	e.g.	ADV
cte-616	57	17	,	,	PUNCT
cte-616	57	18	specific	specific	ADJ
cte-616	57	19	ai	ai	NOUN
cte-616	57	20	techniques	technique	NOUN
cte-616	57	21	,	,	PUNCT
cte-616	57	22	potential	potential	ADJ
cte-616	57	23	applications	application	NOUN
cte-616	57	24	in	in	ADP
cte-616	57	25	functional	functional	ADJ
cte-616	57	26	areas	area	NOUN
cte-616	57	27	,	,	PUNCT
cte-616	57	28	etc	etc	X
cte-616	57	29	)	)	PUNCT
cte-616	57	30	.	.	PUNCT
cte-616	58	1	the	the	DET
cte-616	58	2	findings	finding	NOUN
cte-616	58	3	provide	provide	VERB
cte-616	58	4	insight	insight	NOUN
cte-616	58	5	into	into	ADP
cte-616	58	6	the	the	DET
cte-616	58	7	current	current	ADJ
cte-616	58	8	state	state	NOUN
cte-616	58	9	of	of	ADP
cte-616	58	10	ai	ai	ADJ
cte-616	58	11	implementation	implementation	NOUN
cte-616	58	12	in	in	ADP
cte-616	58	13	higher	high	ADJ
cte-616	58	14	education	education	NOUN
cte-616	58	15	,	,	PUNCT
cte-616	58	16	highlighting	highlight	VERB
cte-616	58	17	both	both	CCONJ
cte-616	58	18	opportunities	opportunity	NOUN
cte-616	58	19	and	and	CCONJ
cte-616	58	20	challenges	challenge	NOUN
cte-616	58	21	for	for	ADP
cte-616	58	22	institutions	institution	NOUN
cte-616	58	23	and	and	CCONJ
cte-616	58	24	management	management	NOUN
cte-616	58	25	.	.	PUNCT
cte-616	59	1	while	while	SCONJ
cte-616	59	2	ai	ai	VERB
cte-616	59	3	tools	tool	NOUN
cte-616	59	4	promise	promise	VERB
cte-616	59	5	to	to	PART
cte-616	59	6	transform	transform	VERB
cte-616	59	7	higher	high	ADJ
cte-616	59	8	education	education	NOUN
cte-616	59	9	,	,	PUNCT
cte-616	59	10	their	their	PRON
cte-616	59	11	full	full	ADJ
cte-616	59	12	potential	potential	NOUN
cte-616	59	13	requires	require	VERB
cte-616	59	14	careful	careful	ADJ
cte-616	59	15	planning	planning	NOUN
cte-616	59	16	,	,	PUNCT
cte-616	59	17	strategic	strategic	ADJ
cte-616	59	18	management	management	NOUN
cte-616	59	19	,	,	PUNCT
cte-616	59	20	and	and	CCONJ
cte-616	59	21	a	a	DET
cte-616	59	22	human	human	ADJ
cte-616	59	23	-	-	PUNCT
cte-616	59	24	centred	centre	VERB
cte-616	59	25	approach	approach	NOUN
cte-616	59	26	that	that	PRON
cte-616	59	27	leverages	leverage	VERB
cte-616	59	28	human	human	ADJ
cte-616	59	29	knowledge	knowledge	NOUN
cte-616	59	30	and	and	CCONJ
cte-616	59	31	judgment	judgment	NOUN
cte-616	60	1	[	[	X
cte-616	60	2	1	1	NUM
cte-616	60	3	,	,	PUNCT
cte-616	60	4	4	4	NUM
cte-616	60	5	]	]	PUNCT
cte-616	60	6	.	.	PUNCT
cte-616	61	1	in	in	ADP
cte-616	61	2	the	the	DET
cte-616	61	3	next	next	ADJ
cte-616	61	4	section	section	NOUN
cte-616	61	5	,	,	PUNCT
cte-616	61	6	we	we	PRON
cte-616	61	7	present	present	VERB
cte-616	61	8	the	the	DET
cte-616	61	9	results	result	NOUN
cte-616	61	10	of	of	ADP
cte-616	61	11	this	this	DET
cte-616	61	12	study	study	NOUN
cte-616	61	13	.	.	PUNCT
cte-616	62	1	4	4	X
cte-616	62	2	.	.	X
cte-616	62	3	findings	finding	VERB
cte-616	62	4	4.1	4.1	NUM
cte-616	62	5	.	.	PUNCT
cte-616	63	1	the	the	DET
cte-616	63	2	transformative	transformative	ADJ
cte-616	63	3	potential	potential	NOUN
cte-616	63	4	of	of	ADP
cte-616	63	5	ai	ai	VERB
cte-616	63	6	in	in	ADP
cte-616	63	7	higher	high	ADJ
cte-616	63	8	education	education	NOUN
cte-616	63	9	ai	ai	VERB
cte-616	63	10	consists	consist	NOUN
cte-616	63	11	of	of	ADP
cte-616	63	12	machines	machine	NOUN
cte-616	63	13	and	and	CCONJ
cte-616	63	14	systems	system	NOUN
cte-616	63	15	that	that	PRON
cte-616	63	16	can	can	AUX
cte-616	63	17	perceive	perceive	VERB
cte-616	63	18	,	,	PUNCT
cte-616	63	19	understand	understand	ADJ
cte-616	63	20	,	,	PUNCT
cte-616	63	21	act	act	NOUN
cte-616	63	22	,	,	PUNCT
cte-616	63	23	and	and	CCONJ
cte-616	63	24	learn	learn	VERB
cte-616	63	25	independently	independently	ADV
cte-616	63	26	using	use	VERB
cte-616	63	27	techniques	technique	NOUN
cte-616	63	28	such	such	ADJ
cte-616	63	29	as	as	SCONJ
cte-616	63	30	machine	machine	NOUN
cte-616	63	31	learning	learning	NOUN
cte-616	63	32	applied	apply	VERB
cte-616	63	33	to	to	ADP
cte-616	63	34	big	big	ADJ
cte-616	63	35	data	datum	NOUN
cte-616	63	36	[	[	X
cte-616	63	37	21	21	NUM
cte-616	63	38	]	]	PUNCT
cte-616	63	39	.	.	PUNCT
cte-616	64	1	the	the	DET
cte-616	64	2	adoption	adoption	NOUN
cte-616	64	3	of	of	ADP
cte-616	64	4	artificial	artificial	ADJ
cte-616	64	5	intelligence	intelligence	NOUN
cte-616	64	6	in	in	ADP
cte-616	64	7	many	many	ADJ
cte-616	64	8	industries	industry	NOUN
cte-616	64	9	has	have	AUX
cte-616	64	10	recently	recently	ADV
cte-616	64	11	accelerated	accelerate	VERB
cte-616	64	12	due	due	ADP
cte-616	64	13	to	to	ADP
cte-616	64	14	expanded	expand	VERB
cte-616	64	15	datasets	dataset	NOUN
cte-616	64	16	,	,	PUNCT
cte-616	64	17	improved	improved	ADJ
cte-616	64	18	algorithms	algorithm	NOUN
cte-616	64	19	,	,	PUNCT
cte-616	64	20	and	and	CCONJ
cte-616	64	21	increased	increase	VERB
cte-616	64	22	computing	computing	NOUN
cte-616	64	23	power	power	NOUN
cte-616	64	24	.	.	PUNCT
cte-616	65	1	in	in	ADP
cte-616	65	2	higher	high	ADJ
cte-616	65	3	education	education	NOUN
cte-616	65	4	,	,	PUNCT
cte-616	65	5	ai	ai	VERB
cte-616	65	6	has	have	VERB
cte-616	65	7	broad	broad	ADJ
cte-616	65	8	applications	application	NOUN
cte-616	65	9	to	to	PART
cte-616	65	10	improve	improve	VERB
cte-616	65	11	learning	learning	NOUN
cte-616	65	12	,	,	PUNCT
cte-616	65	13	research	research	NOUN
cte-616	65	14	,	,	PUNCT
cte-616	65	15	and	and	CCONJ
cte-616	65	16	administration	administration	NOUN
cte-616	65	17	.	.	PUNCT
cte-616	66	1	in	in	ADP
cte-616	66	2	education	education	NOUN
cte-616	66	3	,	,	PUNCT
cte-616	66	4	ai	ai	VERB
cte-616	66	5	can	can	AUX
cte-616	66	6	enable	enable	VERB
cte-616	66	7	personalized	personalized	ADJ
cte-616	66	8	and	and	CCONJ
cte-616	66	9	adaptive	adaptive	ADJ
cte-616	66	10	learning	learning	NOUN
cte-616	66	11	systems	system	NOUN
cte-616	66	12	that	that	PRON
cte-616	66	13	tailor	tailor	NOUN
cte-616	66	14	content	content	NOUN
cte-616	66	15	,	,	PUNCT
cte-616	66	16	activities	activity	NOUN
cte-616	66	17	and	and	CCONJ
cte-616	66	18	feedback	feedback	NOUN
cte-616	66	19	to	to	ADP
cte-616	66	20	students	student	NOUN
cte-616	66	21	’	'	PUNCT
cte-616	66	22	needs	need	NOUN
cte-616	66	23	and	and	CCONJ
cte-616	66	24	interests	interest	NOUN
cte-616	66	25	,	,	PUNCT
cte-616	66	26	improving	improve	VERB
cte-616	66	27	engagement	engagement	NOUN
cte-616	66	28	and	and	CCONJ
cte-616	66	29	outcomes	outcome	NOUN
cte-616	66	30	.	.	PUNCT
cte-616	67	1	6	6	NUM
cte-616	67	2	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	67	3	cte	cte	NOUN
cte-616	67	4	workshop	workshop	NOUN
cte-616	67	5	proceedings	proceeding	NOUN
cte-616	67	6	,	,	PUNCT
cte-616	67	7	2024	2024	NUM
cte-616	67	8	,	,	PUNCT
cte-616	67	9	vol	vol	NOUN
cte-616	67	10	.	.	PROPN
cte-616	67	11	11	11	NUM
cte-616	67	12	,	,	PUNCT
cte-616	67	13	pp	pp	ADJ
cte-616	67	14	.	.	PUNCT
cte-616	68	1	4	4	NUM
cte-616	68	2	-	-	SYM
cte-616	68	3	14	14	NUM
cte-616	68	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	68	5	for	for	ADP
cte-616	68	6	example	example	NOUN
cte-616	68	7	,	,	PUNCT
cte-616	68	8	carnegie	carnegie	PROPN
cte-616	68	9	mellon	mellon	PROPN
cte-616	68	10	university	university	PROPN
cte-616	68	11	has	have	AUX
cte-616	68	12	developed	develop	VERB
cte-616	68	13	an	an	DET
cte-616	68	14	ai	ai	NOUN
cte-616	68	15	chemistry	chemistry	NOUN
cte-616	68	16	tutor	tutor	NOUN
cte-616	68	17	that	that	PRON
cte-616	68	18	can	can	AUX
cte-616	68	19	improve	improve	VERB
cte-616	68	20	test	test	NOUN
cte-616	68	21	scores	score	NOUN
cte-616	68	22	and	and	CCONJ
cte-616	68	23	course	course	NOUN
cte-616	68	24	pass	pass	VERB
cte-616	68	25	rates	rate	NOUN
cte-616	68	26	[	[	X
cte-616	68	27	30	30	NUM
cte-616	68	28	]	]	PUNCT
cte-616	68	29	.	.	PUNCT
cte-616	69	1	in	in	ADP
cte-616	69	2	terms	term	NOUN
cte-616	69	3	of	of	ADP
cte-616	69	4	grading	grade	VERB
cte-616	69	5	,	,	PUNCT
cte-616	69	6	artificial	artificial	ADJ
cte-616	69	7	intelligence	intelligence	NOUN
cte-616	69	8	can	can	AUX
cte-616	69	9	use	use	VERB
cte-616	69	10	natural	natural	ADJ
cte-616	69	11	language	language	NOUN
cte-616	69	12	processing	processing	NOUN
cte-616	69	13	to	to	ADP
cte-616	69	14	grade	grade	NOUN
cte-616	69	15	written	write	VERB
cte-616	69	16	assignments	assignment	NOUN
cte-616	69	17	,	,	PUNCT
cte-616	69	18	reducing	reduce	VERB
cte-616	69	19	the	the	DET
cte-616	69	20	grading	grade	VERB
cte-616	69	21	burden	burden	NOUN
cte-616	69	22	on	on	ADP
cte-616	69	23	teachers	teacher	NOUN
cte-616	69	24	.	.	PUNCT
cte-616	70	1	the	the	DET
cte-616	70	2	university	university	PROPN
cte-616	70	3	of	of	ADP
cte-616	70	4	l’aquila	l’aquila	PROPN
cte-616	70	5	tested	test	VERB
cte-616	70	6	a	a	DET
cte-616	70	7	text	text	NOUN
cte-616	70	8	analyser	analyser	NOUN
cte-616	70	9	that	that	PRON
cte-616	70	10	provided	provide	VERB
cte-616	70	11	students	student	NOUN
cte-616	70	12	with	with	ADP
cte-616	70	13	formative	formative	ADJ
cte-616	70	14	feedback	feedback	NOUN
cte-616	70	15	on	on	ADP
cte-616	70	16	their	their	PRON
cte-616	70	17	scientific	scientific	ADJ
cte-616	70	18	writing	writing	NOUN
cte-616	70	19	[	[	X
cte-616	70	20	34	34	NUM
cte-616	70	21	]	]	PUNCT
cte-616	70	22	.	.	PUNCT
cte-616	71	1	by	by	ADP
cte-616	71	2	analysing	analyse	VERB
cte-616	71	3	university	university	NOUN
cte-616	71	4	records	record	NOUN
cte-616	71	5	and	and	CCONJ
cte-616	71	6	learning	learn	VERB
cte-616	71	7	from	from	ADP
cte-616	71	8	analytics	analytic	NOUN
cte-616	71	9	,	,	PUNCT
cte-616	71	10	ai	ai	AUX
cte-616	71	11	can	can	AUX
cte-616	71	12	identify	identify	VERB
cte-616	71	13	at	at	ADP
cte-616	71	14	-	-	PUNCT
cte-616	71	15	risk	risk	NOUN
cte-616	71	16	students	student	NOUN
cte-616	71	17	in	in	ADP
cte-616	71	18	time	time	NOUN
cte-616	71	19	for	for	ADP
cte-616	71	20	targeted	target	VERB
cte-616	71	21	intervention	intervention	NOUN
cte-616	71	22	.	.	PUNCT
cte-616	72	1	georgia	georgia	PROPN
cte-616	72	2	state	state	PROPN
cte-616	72	3	university	university	PROPN
cte-616	72	4	is	be	AUX
cte-616	72	5	using	use	VERB
cte-616	72	6	ai	ai	ADJ
cte-616	72	7	-	-	PUNCT
cte-616	72	8	powered	power	VERB
cte-616	72	9	chatbots	chatbot	NOUN
cte-616	72	10	and	and	CCONJ
cte-616	72	11	predictive	predictive	ADJ
cte-616	72	12	data	datum	NOUN
cte-616	72	13	analytics	analytic	NOUN
cte-616	72	14	to	to	PART
cte-616	72	15	create	create	VERB
cte-616	72	16	a	a	DET
cte-616	72	17	new	new	ADJ
cte-616	72	18	student	student	NOUN
cte-616	72	19	advising	advise	VERB
cte-616	72	20	system	system	NOUN
cte-616	72	21	that	that	PRON
cte-616	72	22	has	have	AUX
cte-616	72	23	significantly	significantly	ADV
cte-616	72	24	increased	increase	VERB
cte-616	72	25	graduation	graduation	NOUN
cte-616	72	26	rates	rate	NOUN
cte-616	72	27	[	[	X
cte-616	72	28	26	26	NUM
cte-616	72	29	]	]	PUNCT
cte-616	72	30	.	.	PUNCT
cte-616	73	1	in	in	ADP
cte-616	73	2	research	research	NOUN
cte-616	73	3	,	,	PUNCT
cte-616	73	4	ai	ai	VERB
cte-616	73	5	can	can	AUX
cte-616	73	6	mine	mine	VERB
cte-616	73	7	scientific	scientific	ADJ
cte-616	73	8	literature	literature	NOUN
cte-616	73	9	,	,	PUNCT
cte-616	73	10	discover	discover	VERB
cte-616	73	11	patterns	pattern	NOUN
cte-616	73	12	in	in	ADP
cte-616	73	13	large	large	ADJ
cte-616	73	14	data	datum	NOUN
cte-616	73	15	sets	set	NOUN
cte-616	73	16	,	,	PUNCT
cte-616	73	17	formulate	formulate	ADJ
cte-616	73	18	hypotheses	hypothesis	NOUN
cte-616	73	19	,	,	PUNCT
cte-616	73	20	and	and	CCONJ
cte-616	73	21	automate	automate	ADJ
cte-616	73	22	experiments	experiment	NOUN
cte-616	73	23	.	.	PUNCT
cte-616	74	1	applications	application	NOUN
cte-616	74	2	are	be	AUX
cte-616	74	3	developed	develop	VERB
cte-616	74	4	across	across	ADP
cte-616	74	5	disciplines	discipline	NOUN
cte-616	74	6	;	;	PUNCT
cte-616	74	7	for	for	ADP
cte-616	74	8	example	example	NOUN
cte-616	74	9	,	,	PUNCT
cte-616	74	10	mit	mit	VERB
cte-616	74	11	researchers	researcher	NOUN
cte-616	74	12	used	use	VERB
cte-616	74	13	artificial	artificial	ADJ
cte-616	74	14	intelligence	intelligence	NOUN
cte-616	74	15	to	to	PART
cte-616	74	16	identify	identify	VERB
cte-616	74	17	new	new	ADJ
cte-616	74	18	antibiotics	antibiotic	NOUN
cte-616	74	19	[	[	X
cte-616	74	20	31	31	NUM
cte-616	74	21	]	]	PUNCT
cte-616	74	22	.	.	PUNCT
cte-616	75	1	on	on	ADP
cte-616	75	2	the	the	DET
cte-616	75	3	administrative	administrative	ADJ
cte-616	75	4	side	side	NOUN
cte-616	75	5	,	,	PUNCT
cte-616	75	6	ai	ai	VERB
cte-616	75	7	can	can	AUX
cte-616	75	8	help	help	VERB
cte-616	75	9	with	with	ADP
cte-616	75	10	admissions	admission	NOUN
cte-616	75	11	,	,	PUNCT
cte-616	75	12	admissions	admission	NOUN
cte-616	75	13	,	,	PUNCT
cte-616	75	14	financial	financial	ADJ
cte-616	75	15	aid	aid	NOUN
cte-616	75	16	,	,	PUNCT
cte-616	75	17	advising	advise	VERB
cte-616	75	18	,	,	PUNCT
cte-616	75	19	and	and	CCONJ
cte-616	75	20	course	course	NOUN
cte-616	75	21	selection	selection	NOUN
cte-616	75	22	through	through	ADP
cte-616	75	23	chatbots	chatbot	NOUN
cte-616	75	24	.	.	PUNCT
cte-616	76	1	an	an	DET
cte-616	76	2	ai	ai	ADJ
cte-616	76	3	virtual	virtual	ADJ
cte-616	76	4	assistant	assistant	NOUN
cte-616	76	5	at	at	ADP
cte-616	76	6	the	the	DET
cte-616	76	7	university	university	PROPN
cte-616	76	8	of	of	ADP
cte-616	76	9	georgia	georgia	PROPN
cte-616	76	10	answered	answer	VERB
cte-616	76	11	more	more	ADJ
cte-616	76	12	than	than	ADP
cte-616	76	13	5,000	5,000	NUM
cte-616	76	14	admissions	admission	NOUN
cte-616	76	15	questions	question	NOUN
cte-616	76	16	,	,	PUNCT
cte-616	76	17	saving	save	VERB
cte-616	76	18	staff	staff	NOUN
cte-616	76	19	time	time	NOUN
cte-616	76	20	[	[	X
cte-616	76	21	25	25	NUM
cte-616	76	22	]	]	PUNCT
cte-616	76	23	.	.	PUNCT
cte-616	77	1	operationally	operationally	ADV
cte-616	77	2	,	,	PUNCT
cte-616	77	3	ai	ai	AUX
cte-616	77	4	can	can	AUX
cte-616	77	5	predict	predict	VERB
cte-616	77	6	student	student	NOUN
cte-616	77	7	attrition	attrition	NOUN
cte-616	77	8	,	,	PUNCT
cte-616	77	9	pattern	pattern	NOUN
cte-616	77	10	enrolment	enrolment	NOUN
cte-616	77	11	,	,	PUNCT
cte-616	77	12	improve	improve	VERB
cte-616	77	13	building	building	NOUN
cte-616	77	14	efficiency	efficiency	NOUN
cte-616	77	15	,	,	PUNCT
cte-616	77	16	and	and	CCONJ
cte-616	77	17	improve	improve	VERB
cte-616	77	18	campus	campus	NOUN
cte-616	77	19	security	security	NOUN
cte-616	77	20	through	through	ADP
cte-616	77	21	pattern	pattern	NOUN
cte-616	77	22	recognition	recognition	NOUN
cte-616	77	23	in	in	ADP
cte-616	77	24	security	security	NOUN
cte-616	77	25	footage	footage	NOUN
cte-616	77	26	[	[	X
cte-616	77	27	29	29	NUM
cte-616	77	28	]	]	PUNCT
cte-616	77	29	.	.	PUNCT
cte-616	78	1	the	the	DET
cte-616	78	2	benefits	benefit	NOUN
cte-616	78	3	of	of	ADP
cte-616	78	4	ai	ai	PROPN
cte-616	78	5	are	be	AUX
cte-616	78	6	presented	present	VERB
cte-616	78	7	as	as	ADP
cte-616	78	8	a	a	DET
cte-616	78	9	table	table	NOUN
cte-616	78	10	1	1	NUM
cte-616	78	11	.	.	PUNCT
cte-616	78	12	table	table	NOUN
cte-616	78	13	1	1	NUM
cte-616	78	14	benefits	benefit	NOUN
cte-616	78	15	of	of	ADP
cte-616	78	16	ai	ai	NOUN
cte-616	78	17	.	.	PROPN
cte-616	78	18	benefit	benefit	NOUN
cte-616	78	19	description	description	NOUN
cte-616	78	20	personalized	personalize	VERB
cte-616	78	21	and	and	CCONJ
cte-616	78	22	adaptive	adaptive	ADJ
cte-616	78	23	learning	learning	NOUN
cte-616	78	24	experiences	experience	NOUN
cte-616	78	25	ai	ai	VERB
cte-616	78	26	can	can	AUX
cte-616	78	27	be	be	AUX
cte-616	78	28	used	use	VERB
cte-616	78	29	to	to	PART
cte-616	78	30	personalize	personalize	VERB
cte-616	78	31	and	and	CCONJ
cte-616	78	32	adaptive	adaptive	ADJ
cte-616	78	33	learning	learning	NOUN
cte-616	78	34	experiences	experience	NOUN
cte-616	78	35	for	for	ADP
cte-616	78	36	each	each	DET
cte-616	78	37	student	student	NOUN
cte-616	78	38	.	.	PUNCT
cte-616	79	1	this	this	PRON
cte-616	79	2	can	can	AUX
cte-616	79	3	be	be	AUX
cte-616	79	4	done	do	VERB
cte-616	79	5	by	by	ADP
cte-616	79	6	tailoring	tailor	VERB
cte-616	79	7	content	content	NOUN
cte-616	79	8	,	,	PUNCT
cte-616	79	9	activities	activity	NOUN
cte-616	79	10	,	,	PUNCT
cte-616	79	11	and	and	CCONJ
cte-616	79	12	feedback	feedback	VERB
cte-616	79	13	to	to	ADP
cte-616	79	14	the	the	DET
cte-616	79	15	individual	individual	ADJ
cte-616	79	16	needs	need	NOUN
cte-616	79	17	and	and	CCONJ
cte-616	79	18	interests	interest	NOUN
cte-616	79	19	of	of	ADP
cte-616	79	20	each	each	DET
cte-616	79	21	student	student	NOUN
cte-616	79	22	.	.	PUNCT
cte-616	80	1	graded	grade	VERB
cte-616	80	2	written	write	VERB
cte-616	80	3	assignments	assignment	NOUN
cte-616	80	4	ai	ai	VERB
cte-616	80	5	can	can	AUX
cte-616	80	6	be	be	AUX
cte-616	80	7	used	use	VERB
cte-616	80	8	to	to	PART
cte-616	80	9	grade	grade	VERB
cte-616	80	10	written	write	VERB
cte-616	80	11	assignments	assignment	NOUN
cte-616	80	12	,	,	PUNCT
cte-616	80	13	which	which	PRON
cte-616	80	14	can	can	AUX
cte-616	80	15	free	free	VERB
cte-616	80	16	up	up	ADP
cte-616	80	17	faculty	faculty	NOUN
cte-616	80	18	time	time	NOUN
cte-616	80	19	to	to	PART
cte-616	80	20	focus	focus	VERB
cte-616	80	21	on	on	ADP
cte-616	80	22	other	other	ADJ
cte-616	80	23	tasks	task	NOUN
cte-616	80	24	.	.	PUNCT
cte-616	81	1	ai	ai	VERB
cte-616	81	2	can	can	AUX
cte-616	81	3	also	also	ADV
cte-616	81	4	be	be	AUX
cte-616	81	5	used	use	VERB
cte-616	81	6	to	to	PART
cte-616	81	7	provide	provide	VERB
cte-616	81	8	feedback	feedback	NOUN
cte-616	81	9	on	on	ADP
cte-616	81	10	written	write	VERB
cte-616	81	11	assignments	assignment	NOUN
cte-616	81	12	,	,	PUNCT
cte-616	81	13	which	which	PRON
cte-616	81	14	can	can	AUX
cte-616	81	15	help	help	VERB
cte-616	81	16	students	student	NOUN
cte-616	81	17	improve	improve	VERB
cte-616	81	18	their	their	PRON
cte-616	81	19	writing	writing	NOUN
cte-616	81	20	skills	skill	NOUN
cte-616	81	21	.	.	PUNCT
cte-616	82	1	identification	identification	NOUN
cte-616	82	2	of	of	ADP
cte-616	82	3	atrisk	atrisk	PROPN
cte-616	82	4	students	student	NOUN
cte-616	82	5	ai	ai	VERB
cte-616	82	6	can	can	AUX
cte-616	82	7	be	be	AUX
cte-616	82	8	used	use	VERB
cte-616	82	9	to	to	PART
cte-616	82	10	identify	identify	VERB
cte-616	82	11	at	at	ADP
cte-616	82	12	-	-	PUNCT
cte-616	82	13	risk	risk	NOUN
cte-616	82	14	students	student	NOUN
cte-616	82	15	early	early	ADV
cte-616	82	16	on	on	ADV
cte-616	82	17	,	,	PUNCT
cte-616	82	18	so	so	SCONJ
cte-616	82	19	that	that	SCONJ
cte-616	82	20	they	they	PRON
cte-616	82	21	can	can	AUX
cte-616	82	22	receive	receive	VERB
cte-616	82	23	the	the	DET
cte-616	82	24	support	support	NOUN
cte-616	82	25	they	they	PRON
cte-616	82	26	need	need	VERB
cte-616	82	27	to	to	PART
cte-616	82	28	succeed	succeed	VERB
cte-616	82	29	.	.	PUNCT
cte-616	83	1	ai	ai	AUX
cte-616	83	2	can	can	AUX
cte-616	83	3	do	do	VERB
cte-616	83	4	this	this	PRON
cte-616	83	5	by	by	ADP
cte-616	83	6	analysing	analyse	VERB
cte-616	83	7	student	student	NOUN
cte-616	83	8	data	datum	NOUN
cte-616	83	9	and	and	CCONJ
cte-616	83	10	identifying	identify	VERB
cte-616	83	11	patterns	pattern	NOUN
cte-616	83	12	that	that	PRON
cte-616	83	13	suggest	suggest	VERB
cte-616	83	14	that	that	SCONJ
cte-616	83	15	a	a	DET
cte-616	83	16	student	student	NOUN
cte-616	83	17	is	be	AUX
cte-616	83	18	at	at	ADP
cte-616	83	19	risk	risk	NOUN
cte-616	83	20	of	of	ADP
cte-616	83	21	failing	fail	VERB
cte-616	83	22	or	or	CCONJ
cte-616	83	23	dropping	drop	VERB
cte-616	83	24	out	out	ADV
cte-616	83	25	.	.	PUNCT
cte-616	84	1	mining	mine	VERB
cte-616	84	2	scientific	scientific	ADJ
cte-616	84	3	literature	literature	NOUN
cte-616	84	4	ai	ai	VERB
cte-616	84	5	can	can	AUX
cte-616	84	6	be	be	AUX
cte-616	84	7	used	use	VERB
cte-616	84	8	to	to	PART
cte-616	84	9	mine	mine	VERB
cte-616	84	10	scientific	scientific	ADJ
cte-616	84	11	literature	literature	NOUN
cte-616	84	12	,	,	PUNCT
cte-616	84	13	which	which	PRON
cte-616	84	14	can	can	AUX
cte-616	84	15	help	help	VERB
cte-616	84	16	researchers	researcher	NOUN
cte-616	84	17	find	find	VERB
cte-616	84	18	new	new	ADJ
cte-616	84	19	insights	insight	NOUN
cte-616	84	20	and	and	CCONJ
cte-616	84	21	discoveries	discovery	NOUN
cte-616	84	22	.	.	PUNCT
cte-616	85	1	ai	ai	AUX
cte-616	85	2	can	can	AUX
cte-616	85	3	do	do	VERB
cte-616	85	4	this	this	PRON
cte-616	85	5	by	by	ADP
cte-616	85	6	analysing	analyse	VERB
cte-616	85	7	large	large	ADJ
cte-616	85	8	amounts	amount	NOUN
cte-616	85	9	of	of	ADP
cte-616	85	10	data	datum	NOUN
cte-616	85	11	and	and	CCONJ
cte-616	85	12	identifying	identify	VERB
cte-616	85	13	patterns	pattern	NOUN
cte-616	85	14	that	that	PRON
cte-616	85	15	would	would	AUX
cte-616	85	16	be	be	AUX
cte-616	85	17	difficult	difficult	ADJ
cte-616	85	18	for	for	SCONJ
cte-616	85	19	humans	human	NOUN
cte-616	85	20	to	to	PART
cte-616	85	21	find	find	VERB
cte-616	85	22	.	.	PUNCT
cte-616	86	1	discovering	discover	VERB
cte-616	86	2	patterns	pattern	NOUN
cte-616	86	3	in	in	ADP
cte-616	86	4	large	large	ADJ
cte-616	86	5	data	datum	NOUN
cte-616	86	6	sets	set	NOUN
cte-616	86	7	ai	ai	VERB
cte-616	86	8	can	can	AUX
cte-616	86	9	be	be	AUX
cte-616	86	10	used	use	VERB
cte-616	86	11	to	to	PART
cte-616	86	12	discover	discover	VERB
cte-616	86	13	patterns	pattern	NOUN
cte-616	86	14	in	in	ADP
cte-616	86	15	large	large	ADJ
cte-616	86	16	data	datum	NOUN
cte-616	86	17	sets	set	NOUN
cte-616	86	18	.	.	PUNCT
cte-616	87	1	this	this	PRON
cte-616	87	2	can	can	AUX
cte-616	87	3	be	be	AUX
cte-616	87	4	helpful	helpful	ADJ
cte-616	87	5	for	for	ADP
cte-616	87	6	researchers	researcher	NOUN
cte-616	87	7	who	who	PRON
cte-616	87	8	are	be	AUX
cte-616	87	9	trying	try	VERB
cte-616	87	10	to	to	PART
cte-616	87	11	understand	understand	VERB
cte-616	87	12	complex	complex	ADJ
cte-616	87	13	phenomena	phenomenon	NOUN
cte-616	87	14	.	.	PUNCT
cte-616	88	1	ai	ai	VERB
cte-616	88	2	can	can	AUX
cte-616	88	3	also	also	ADV
cte-616	88	4	be	be	AUX
cte-616	88	5	used	use	VERB
cte-616	88	6	to	to	PART
cte-616	88	7	identify	identify	VERB
cte-616	88	8	trends	trend	NOUN
cte-616	88	9	and	and	CCONJ
cte-616	88	10	patterns	pattern	NOUN
cte-616	88	11	in	in	ADP
cte-616	88	12	student	student	NOUN
cte-616	88	13	data	datum	NOUN
cte-616	88	14	,	,	PUNCT
cte-616	88	15	which	which	PRON
cte-616	88	16	can	can	AUX
cte-616	88	17	help	help	VERB
cte-616	88	18	institutions	institution	NOUN
cte-616	88	19	improve	improve	VERB
cte-616	88	20	their	their	PRON
cte-616	88	21	educational	educational	ADJ
cte-616	88	22	programs	program	NOUN
cte-616	88	23	.	.	PUNCT
cte-616	89	1	automating	automate	VERB
cte-616	89	2	experiments	experiment	NOUN
cte-616	89	3	ai	ai	VERB
cte-616	89	4	can	can	AUX
cte-616	89	5	be	be	AUX
cte-616	89	6	used	use	VERB
cte-616	89	7	to	to	PART
cte-616	89	8	automate	automate	VERB
cte-616	89	9	experiments	experiment	NOUN
cte-616	89	10	.	.	PUNCT
cte-616	90	1	this	this	PRON
cte-616	90	2	can	can	AUX
cte-616	90	3	free	free	VERB
cte-616	90	4	up	up	ADP
cte-616	90	5	researchers	researcher	NOUN
cte-616	90	6	’	'	PUNCT
cte-616	90	7	time	time	NOUN
cte-616	90	8	to	to	PART
cte-616	90	9	focus	focus	VERB
cte-616	90	10	on	on	ADP
cte-616	90	11	other	other	ADJ
cte-616	90	12	tasks	task	NOUN
cte-616	90	13	,	,	PUNCT
cte-616	90	14	and	and	CCONJ
cte-616	90	15	it	it	PRON
cte-616	90	16	can	can	AUX
cte-616	90	17	also	also	ADV
cte-616	90	18	improve	improve	VERB
cte-616	90	19	the	the	DET
cte-616	90	20	accuracy	accuracy	NOUN
cte-616	90	21	and	and	CCONJ
cte-616	90	22	efficiency	efficiency	NOUN
cte-616	90	23	of	of	ADP
cte-616	90	24	experiments	experiment	NOUN
cte-616	90	25	.	.	PUNCT
cte-616	91	1	while	while	SCONJ
cte-616	91	2	artificial	artificial	ADJ
cte-616	91	3	intelligence	intelligence	NOUN
cte-616	91	4	promises	promise	VERB
cte-616	91	5	to	to	PART
cte-616	91	6	transform	transform	VERB
cte-616	91	7	higher	high	ADJ
cte-616	91	8	education	education	NOUN
cte-616	91	9	,	,	PUNCT
cte-616	91	10	its	its	PRON
cte-616	91	11	benefits	benefit	NOUN
cte-616	91	12	must	must	AUX
cte-616	91	13	be	be	AUX
cte-616	91	14	weighed	weigh	VERB
cte-616	91	15	against	against	ADP
cte-616	91	16	potential	potential	ADJ
cte-616	91	17	risks	risk	NOUN
cte-616	91	18	.	.	PUNCT
cte-616	92	1	ai	ai	VERB
cte-616	92	2	systems	system	NOUN
cte-616	92	3	can	can	AUX
cte-616	92	4	amplify	amplify	VERB
cte-616	92	5	bias	bias	NOUN
cte-616	92	6	in	in	ADP
cte-616	92	7	training	training	NOUN
cte-616	92	8	datasets	dataset	NOUN
cte-616	92	9	,	,	PUNCT
cte-616	92	10	compromising	compromise	VERB
cte-616	92	11	the	the	DET
cte-616	92	12	goals	goal	NOUN
cte-616	92	13	of	of	ADP
cte-616	92	14	fairness	fairness	NOUN
cte-616	92	15	and	and	CCONJ
cte-616	92	16	justice	justice	NOUN
cte-616	92	17	that	that	PRON
cte-616	92	18	should	should	AUX
cte-616	92	19	guide	guide	VERB
cte-616	92	20	the	the	DET
cte-616	92	21	ethical	ethical	ADJ
cte-616	92	22	design	design	NOUN
cte-616	92	23	and	and	CCONJ
cte-616	92	24	implementation	implementation	NOUN
cte-616	92	25	of	of	ADP
cte-616	92	26	ai	ai	PROPN
cte-616	92	27	[	[	X
cte-616	92	28	14	14	NUM
cte-616	92	29	]	]	PUNCT
cte-616	92	30	.	.	PUNCT
cte-616	93	1	in	in	ADP
cte-616	93	2	addition	addition	NOUN
cte-616	93	3	,	,	PUNCT
cte-616	93	4	the	the	DET
cte-616	93	5	widespread	widespread	ADJ
cte-616	93	6	adoption	adoption	NOUN
cte-616	93	7	of	of	ADP
cte-616	93	8	artificial	artificial	ADJ
cte-616	93	9	intelligence	intelligence	NOUN
cte-616	93	10	may	may	AUX
cte-616	93	11	displace	displace	VERB
cte-616	93	12	certain	certain	ADJ
cte-616	93	13	7	7	NUM
cte-616	93	14	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	93	15	cte	cte	NOUN
cte-616	93	16	workshop	workshop	NOUN
cte-616	93	17	proceedings	proceeding	NOUN
cte-616	93	18	,	,	PUNCT
cte-616	93	19	2024	2024	NUM
cte-616	93	20	,	,	PUNCT
cte-616	93	21	vol	vol	NOUN
cte-616	93	22	.	.	PROPN
cte-616	93	23	11	11	NUM
cte-616	93	24	,	,	PUNCT
cte-616	93	25	pp	pp	ADJ
cte-616	93	26	.	.	PUNCT
cte-616	94	1	4	4	NUM
cte-616	94	2	-	-	SYM
cte-616	94	3	14	14	NUM
cte-616	94	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	94	5	leadership	leadership	NOUN
cte-616	94	6	and	and	CCONJ
cte-616	94	7	mentoring	mentor	VERB
cte-616	94	8	roles	role	NOUN
cte-616	94	9	that	that	PRON
cte-616	94	10	require	require	VERB
cte-616	94	11	human	human	ADJ
cte-616	94	12	judgment	judgment	NOUN
cte-616	94	13	that	that	PRON
cte-616	94	14	ai	ai	VERB
cte-616	94	15	is	be	AUX
cte-616	94	16	currently	currently	ADV
cte-616	94	17	unequalled	unequalle	VERB
cte-616	94	18	[	[	X
cte-616	94	19	8	8	NUM
cte-616	94	20	]	]	PUNCT
cte-616	94	21	.	.	PUNCT
cte-616	95	1	careful	careful	ADJ
cte-616	95	2	planning	planning	NOUN
cte-616	95	3	,	,	PUNCT
cte-616	95	4	ethical	ethical	ADJ
cte-616	95	5	assurance	assurance	NOUN
cte-616	95	6	,	,	PUNCT
cte-616	95	7	“	"	PUNCT
cte-616	95	8	enhanced	enhance	VERB
cte-616	95	9	”	"	PUNCT
cte-616	95	10	human	human	NOUN
cte-616	95	11	-	-	PUNCT
cte-616	95	12	ai	ai	NOUN
cte-616	95	13	collaboration	collaboration	NOUN
cte-616	95	14	,	,	PUNCT
cte-616	95	15	and	and	CCONJ
cte-616	95	16	retraining	retrain	VERB
cte-616	95	17	of	of	ADP
cte-616	95	18	displaced	displace	VERB
cte-616	95	19	workers	worker	NOUN
cte-616	95	20	will	will	AUX
cte-616	95	21	become	become	VERB
cte-616	95	22	critical	critical	ADJ
cte-616	95	23	as	as	SCONJ
cte-616	95	24	agencies	agency	NOUN
cte-616	95	25	consider	consider	VERB
cte-616	95	26	the	the	DET
cte-616	95	27	benefits	benefit	NOUN
cte-616	95	28	and	and	CCONJ
cte-616	95	29	costs	cost	NOUN
cte-616	95	30	of	of	ADP
cte-616	95	31	ai	ai	VERB
cte-616	95	32	in	in	ADP
cte-616	95	33	advancing	advance	VERB
cte-616	95	34	their	their	PRON
cte-616	95	35	strategic	strategic	ADJ
cte-616	95	36	missions	mission	NOUN
cte-616	95	37	[	[	X
cte-616	95	38	18	18	NUM
cte-616	95	39	,	,	PUNCT
cte-616	95	40	23	23	NUM
cte-616	95	41	]	]	PUNCT
cte-616	95	42	.	.	PUNCT
cte-616	96	1	however	however	ADV
cte-616	96	2	,	,	PUNCT
cte-616	96	3	with	with	ADP
cte-616	96	4	the	the	DET
cte-616	96	5	right	right	ADJ
cte-616	96	6	framework	framework	NOUN
cte-616	96	7	,	,	PUNCT
cte-616	96	8	ai	ai	AUX
cte-616	96	9	can	can	AUX
cte-616	96	10	transform	transform	VERB
cte-616	96	11	higher	high	ADJ
cte-616	96	12	education	education	NOUN
cte-616	96	13	in	in	ADP
cte-616	96	14	a	a	DET
cte-616	96	15	positive	positive	ADJ
cte-616	96	16	way	way	NOUN
cte-616	96	17	,	,	PUNCT
cte-616	96	18	improving	improve	VERB
cte-616	96	19	learning	learn	VERB
cte-616	96	20	outcomes	outcome	NOUN
cte-616	96	21	,	,	PUNCT
cte-616	96	22	research	research	NOUN
cte-616	96	23	findings	finding	NOUN
cte-616	96	24	,	,	PUNCT
cte-616	96	25	and	and	CCONJ
cte-616	96	26	operational	operational	ADJ
cte-616	96	27	efficiency	efficiency	NOUN
cte-616	96	28	while	while	SCONJ
cte-616	96	29	driving	drive	VERB
cte-616	96	30	the	the	DET
cte-616	96	31	adaptations	adaptation	NOUN
cte-616	96	32	necessary	necessary	ADJ
cte-616	96	33	to	to	PART
cte-616	96	34	remain	remain	VERB
cte-616	96	35	relevant	relevant	ADJ
cte-616	96	36	in	in	ADP
cte-616	96	37	a	a	DET
cte-616	96	38	technology	technology	NOUN
cte-616	96	39	-	-	PUNCT
cte-616	96	40	driven	drive	VERB
cte-616	96	41	future	future	NOUN
cte-616	96	42	[	[	X
cte-616	96	43	5	5	NUM
cte-616	96	44	]	]	PUNCT
cte-616	96	45	.	.	PUNCT
cte-616	97	1	despite	despite	SCONJ
cte-616	97	2	its	its	PRON
cte-616	97	3	great	great	ADJ
cte-616	97	4	promise	promise	NOUN
cte-616	97	5	,	,	PUNCT
cte-616	97	6	thoughtful	thoughtful	ADJ
cte-616	97	7	implementation	implementation	NOUN
cte-616	97	8	of	of	ADP
cte-616	97	9	artificial	artificial	ADJ
cte-616	97	10	intelligence	intelligence	NOUN
cte-616	97	11	involves	involve	VERB
cte-616	97	12	overcoming	overcome	VERB
cte-616	97	13	technical	technical	ADJ
cte-616	97	14	,	,	PUNCT
cte-616	97	15	ethical	ethical	ADJ
cte-616	97	16	,	,	PUNCT
cte-616	97	17	cultural	cultural	ADJ
cte-616	97	18	,	,	PUNCT
cte-616	97	19	and	and	CCONJ
cte-616	97	20	resource	resource	NOUN
cte-616	97	21	barriers	barrier	NOUN
cte-616	97	22	.	.	PUNCT
cte-616	98	1	technically	technically	ADV
cte-616	98	2	,	,	PUNCT
cte-616	98	3	today	today	NOUN
cte-616	98	4	’s	’s	PART
cte-616	98	5	ai	ai	PROPN
cte-616	98	6	systems	system	NOUN
cte-616	98	7	still	still	ADV
cte-616	98	8	have	have	VERB
cte-616	98	9	several	several	ADJ
cte-616	98	10	limitations	limitation	NOUN
cte-616	98	11	that	that	PRON
cte-616	98	12	make	make	VERB
cte-616	98	13	successful	successful	ADJ
cte-616	98	14	implementation	implementation	NOUN
cte-616	98	15	in	in	ADP
cte-616	98	16	higher	high	ADJ
cte-616	98	17	education	education	NOUN
cte-616	98	18	difficult	difficult	ADJ
cte-616	98	19	.	.	PUNCT
cte-616	99	1	compared	compare	VERB
cte-616	99	2	to	to	ADP
cte-616	99	3	humans	human	NOUN
cte-616	99	4	,	,	PUNCT
cte-616	99	5	many	many	ADJ
cte-616	99	6	ai	ai	ADJ
cte-616	99	7	systems	system	NOUN
cte-616	99	8	,	,	PUNCT
cte-616	99	9	for	for	ADP
cte-616	99	10	example	example	NOUN
cte-616	99	11	,	,	PUNCT
cte-616	99	12	are	be	AUX
cte-616	99	13	reasonable	reasonable	ADJ
cte-616	99	14	in	in	ADP
cte-616	99	15	context	context	NOUN
cte-616	99	16	,	,	PUNCT
cte-616	99	17	universality	universality	NOUN
cte-616	99	18	,	,	PUNCT
cte-616	99	19	and	and	CCONJ
cte-616	99	20	their	their	PRON
cte-616	99	21	decisions	decision	NOUN
cte-616	99	22	in	in	ADP
cte-616	99	23	explaining	explain	VERB
cte-616	99	24	lower	low	ADJ
cte-616	99	25	abilities	ability	NOUN
cte-616	99	26	.	.	PUNCT
cte-616	100	1	this	this	PRON
cte-616	100	2	is	be	AUX
cte-616	100	3	obvious	obvious	ADJ
cte-616	100	4	in	in	ADP
cte-616	100	5	the	the	DET
cte-616	100	6	dialog	dialog	NOUN
cte-616	100	7	agent	agent	NOUN
cte-616	100	8	because	because	SCONJ
cte-616	100	9	students	student	NOUN
cte-616	100	10	can	can	AUX
cte-616	100	11	not	not	PART
cte-616	100	12	chat	chat	VERB
cte-616	100	13	with	with	ADP
cte-616	100	14	them	they	PRON
cte-616	100	15	using	use	VERB
cte-616	100	16	a	a	DET
cte-616	100	17	complex	complex	ADJ
cte-616	100	18	dialogue	dialogue	NOUN
cte-616	100	19	[	[	X
cte-616	100	20	22	22	NUM
cte-616	100	21	]	]	PUNCT
cte-616	100	22	.	.	PUNCT
cte-616	101	1	many	many	ADJ
cte-616	101	2	researchers	researcher	NOUN
cte-616	101	3	believe	believe	VERB
cte-616	101	4	that	that	SCONJ
cte-616	101	5	today	today	NOUN
cte-616	101	6	’s	’s	PART
cte-616	101	7	artificial	artificial	ADJ
cte-616	101	8	intelligence	intelligence	NOUN
cte-616	101	9	lacks	lack	VERB
cte-616	101	10	the	the	DET
cte-616	101	11	common	common	ADJ
cte-616	101	12	-	-	PUNCT
cte-616	101	13	sense	sense	NOUN
cte-616	101	14	skills	skill	NOUN
cte-616	101	15	of	of	ADP
cte-616	101	16	humans	human	NOUN
cte-616	101	17	.	.	PUNCT
cte-616	102	1	ethically	ethically	ADV
cte-616	102	2	,	,	PUNCT
cte-616	102	3	the	the	DET
cte-616	102	4	“	"	PUNCT
cte-616	102	5	black	black	ADJ
cte-616	102	6	box	box	NOUN
cte-616	102	7	”	"	PUNCT
cte-616	102	8	nature	nature	NOUN
cte-616	102	9	of	of	ADP
cte-616	102	10	some	some	PRON
cte-616	102	11	ai	ai	VERB
cte-616	102	12	algorithms	algorithm	NOUN
cte-616	102	13	and	and	CCONJ
cte-616	102	14	the	the	DET
cte-616	102	15	reliance	reliance	NOUN
cte-616	102	16	on	on	ADP
cte-616	102	17	big	big	ADJ
cte-616	102	18	data	datum	NOUN
cte-616	102	19	increases	increase	VERB
cte-616	102	20	the	the	DET
cte-616	102	21	risk	risk	NOUN
cte-616	102	22	of	of	ADP
cte-616	102	23	bias	bias	NOUN
cte-616	102	24	and	and	CCONJ
cte-616	102	25	unfairness	unfairness	NOUN
cte-616	102	26	in	in	ADP
cte-616	102	27	the	the	DET
cte-616	102	28	long	long	ADJ
cte-616	102	29	run	run	NOUN
cte-616	102	30	.	.	PUNCT
cte-616	103	1	the	the	DET
cte-616	103	2	potential	potential	NOUN
cte-616	103	3	for	for	ADP
cte-616	103	4	bias	bias	NOUN
cte-616	103	5	and	and	CCONJ
cte-616	103	6	inequality	inequality	NOUN
cte-616	103	7	in	in	ADP
cte-616	103	8	artificial	artificial	ADJ
cte-616	103	9	intelligence	intelligence	NOUN
cte-616	103	10	algorithms	algorithm	NOUN
cte-616	103	11	underscores	underscore	VERB
cte-616	103	12	the	the	DET
cte-616	103	13	need	need	NOUN
cte-616	103	14	for	for	ADP
cte-616	103	15	ethical	ethical	ADJ
cte-616	103	16	frameworks	framework	NOUN
cte-616	103	17	to	to	PART
cte-616	103	18	guide	guide	VERB
cte-616	103	19	system	system	NOUN
cte-616	103	20	design	design	NOUN
cte-616	103	21	and	and	CCONJ
cte-616	103	22	use	use	NOUN
cte-616	103	23	.	.	PUNCT
cte-616	104	1	in	in	ADP
cte-616	104	2	addition	addition	NOUN
cte-616	104	3	,	,	PUNCT
cte-616	104	4	artificial	artificial	ADJ
cte-616	104	5	intelligence	intelligence	NOUN
cte-616	104	6	systems	system	NOUN
cte-616	104	7	collect	collect	VERB
cte-616	104	8	large	large	ADJ
cte-616	104	9	amounts	amount	NOUN
cte-616	104	10	of	of	ADP
cte-616	104	11	student	student	NOUN
cte-616	104	12	data	datum	NOUN
cte-616	104	13	for	for	ADP
cte-616	104	14	training	training	NOUN
cte-616	104	15	and	and	CCONJ
cte-616	104	16	use	use	NOUN
cte-616	104	17	,	,	PUNCT
cte-616	104	18	raising	raise	VERB
cte-616	104	19	privacy	privacy	NOUN
cte-616	104	20	concerns	concern	NOUN
cte-616	104	21	and	and	CCONJ
cte-616	104	22	questions	question	NOUN
cte-616	104	23	about	about	ADP
cte-616	104	24	data	datum	NOUN
cte-616	104	25	ownership	ownership	NOUN
cte-616	104	26	,	,	PUNCT
cte-616	104	27	management	management	NOUN
cte-616	104	28	,	,	PUNCT
cte-616	104	29	and	and	CCONJ
cte-616	104	30	security	security	NOUN
cte-616	104	31	.	.	PUNCT
cte-616	105	1	from	from	ADP
cte-616	105	2	a	a	DET
cte-616	105	3	cultural	cultural	ADJ
cte-616	105	4	perspective	perspective	NOUN
cte-616	105	5	,	,	PUNCT
cte-616	105	6	organizations	organization	NOUN
cte-616	105	7	face	face	VERB
cte-616	105	8	significant	significant	ADJ
cte-616	105	9	challenges	challenge	NOUN
cte-616	105	10	in	in	ADP
cte-616	105	11	getting	get	VERB
cte-616	105	12	stakeholders	stakeholder	NOUN
cte-616	105	13	to	to	PART
cte-616	105	14	accept	accept	VERB
cte-616	105	15	the	the	DET
cte-616	105	16	rise	rise	NOUN
cte-616	105	17	of	of	ADP
cte-616	105	18	artificial	artificial	ADJ
cte-616	105	19	intelligence	intelligence	NOUN
cte-616	105	20	.	.	PUNCT
cte-616	106	1	many	many	ADJ
cte-616	106	2	students	student	NOUN
cte-616	106	3	,	,	PUNCT
cte-616	106	4	teachers	teacher	NOUN
cte-616	106	5	,	,	PUNCT
cte-616	106	6	and	and	CCONJ
cte-616	106	7	staff	staff	NOUN
cte-616	106	8	fear	fear	NOUN
cte-616	106	9	that	that	SCONJ
cte-616	106	10	ai	ai	VERB
cte-616	106	11	will	will	AUX
cte-616	106	12	dehumanize	dehumanize	VERB
cte-616	106	13	education	education	NOUN
cte-616	106	14	and	and	CCONJ
cte-616	106	15	replace	replace	VERB
cte-616	106	16	valuable	valuable	ADJ
cte-616	106	17	human	human	ADJ
cte-616	106	18	roles	role	NOUN
cte-616	106	19	and	and	CCONJ
cte-616	106	20	expertise	expertise	NOUN
cte-616	106	21	,	,	PUNCT
cte-616	106	22	leading	lead	VERB
cte-616	106	23	to	to	ADP
cte-616	106	24	reluctance	reluctance	NOUN
cte-616	106	25	to	to	PART
cte-616	106	26	adopt	adopt	VERB
cte-616	106	27	ai	ai	VERB
cte-616	106	28	[	[	X
cte-616	106	29	36	36	NUM
cte-616	106	30	]	]	PUNCT
cte-616	106	31	.	.	PUNCT
cte-616	107	1	changing	change	VERB
cte-616	107	2	the	the	DET
cte-616	107	3	teaching	teaching	NOUN
cte-616	107	4	practices	practice	NOUN
cte-616	107	5	of	of	ADP
cte-616	107	6	faculty	faculty	NOUN
cte-616	107	7	and	and	CCONJ
cte-616	107	8	the	the	DET
cte-616	107	9	workflow	workflow	NOUN
cte-616	107	10	of	of	ADP
cte-616	107	11	administrative	administrative	ADJ
cte-616	107	12	staff	staff	NOUN
cte-616	107	13	to	to	PART
cte-616	107	14	accommodate	accommodate	VERB
cte-616	107	15	ai	ai	AUX
cte-616	107	16	also	also	ADV
cte-616	107	17	requires	require	VERB
cte-616	107	18	adapting	adapt	VERB
cte-616	107	19	established	establish	VERB
cte-616	107	20	work	work	NOUN
cte-616	107	21	culture	culture	NOUN
cte-616	107	22	and	and	CCONJ
cte-616	107	23	practices	practice	NOUN
cte-616	107	24	.	.	PUNCT
cte-616	108	1	from	from	ADP
cte-616	108	2	a	a	DET
cte-616	108	3	resource	resource	NOUN
cte-616	108	4	perspective	perspective	NOUN
cte-616	108	5	,	,	PUNCT
cte-616	108	6	the	the	DET
cte-616	108	7	adequate	adequate	ADJ
cte-616	108	8	implementation	implementation	NOUN
cte-616	108	9	and	and	CCONJ
cte-616	108	10	management	management	NOUN
cte-616	108	11	of	of	ADP
cte-616	108	12	ai	ai	VERB
cte-616	108	13	in	in	ADP
cte-616	108	14	higher	high	ADJ
cte-616	108	15	education	education	NOUN
cte-616	108	16	requires	require	VERB
cte-616	108	17	access	access	NOUN
cte-616	108	18	to	to	ADP
cte-616	108	19	data	datum	NOUN
cte-616	108	20	infrastructure	infrastructure	NOUN
cte-616	108	21	,	,	PUNCT
cte-616	108	22	technical	technical	ADJ
cte-616	108	23	staff	staff	NOUN
cte-616	108	24	,	,	PUNCT
cte-616	108	25	governance	governance	NOUN
cte-616	108	26	mechanisms	mechanism	NOUN
cte-616	108	27	,	,	PUNCT
cte-616	108	28	and	and	CCONJ
cte-616	108	29	ongoing	ongoing	ADJ
cte-616	108	30	investment	investment	NOUN
cte-616	108	31	and	and	CCONJ
cte-616	108	32	funding	funding	NOUN
cte-616	108	33	,	,	PUNCT
cte-616	108	34	which	which	PRON
cte-616	108	35	some	some	DET
cte-616	108	36	institutions	institution	NOUN
cte-616	108	37	currently	currently	ADV
cte-616	108	38	lack	lack	VERB
cte-616	108	39	.	.	PUNCT
cte-616	109	1	collecting	collect	VERB
cte-616	109	2	,	,	PUNCT
cte-616	109	3	annotating	annotating	NOUN
cte-616	109	4	,	,	PUNCT
cte-616	109	5	and	and	CCONJ
cte-616	109	6	maintaining	maintain	VERB
cte-616	109	7	student	student	NOUN
cte-616	109	8	data	datum	NOUN
cte-616	109	9	for	for	ADP
cte-616	109	10	ai	ai	PROPN
cte-616	109	11	models	model	NOUN
cte-616	109	12	is	be	AUX
cte-616	109	13	expensive	expensive	ADJ
cte-616	109	14	,	,	PUNCT
cte-616	109	15	and	and	CCONJ
cte-616	109	16	not	not	PART
cte-616	109	17	all	all	DET
cte-616	109	18	colleges	college	NOUN
cte-616	109	19	and	and	CCONJ
cte-616	109	20	universities	university	NOUN
cte-616	109	21	can	can	AUX
cte-616	109	22	afford	afford	VERB
cte-616	109	23	it	it	PRON
cte-616	109	24	.	.	PUNCT
cte-616	110	1	overall	overall	ADV
cte-616	110	2	,	,	PUNCT
cte-616	110	3	to	to	AUX
cte-616	110	4	effectively	effectively	ADV
cte-616	110	5	harness	harness	VERB
cte-616	110	6	the	the	DET
cte-616	110	7	potential	potential	NOUN
cte-616	110	8	of	of	ADP
cte-616	110	9	ai	ai	NOUN
cte-616	110	10	while	while	SCONJ
cte-616	110	11	mitigating	mitigate	VERB
cte-616	110	12	risk	risk	NOUN
cte-616	110	13	,	,	PUNCT
cte-616	110	14	educational	educational	ADJ
cte-616	110	15	institutions	institution	NOUN
cte-616	110	16	need	need	VERB
cte-616	110	17	to	to	PART
cte-616	110	18	develop	develop	VERB
cte-616	110	19	specific	specific	ADJ
cte-616	110	20	strategic	strategic	ADJ
cte-616	110	21	plans	plan	NOUN
cte-616	110	22	,	,	PUNCT
cte-616	110	23	robust	robust	ADJ
cte-616	110	24	governance	governance	NOUN
cte-616	110	25	structures	structure	NOUN
cte-616	110	26	,	,	PUNCT
cte-616	110	27	codes	code	NOUN
cte-616	110	28	of	of	ADP
cte-616	110	29	ethics	ethic	NOUN
cte-616	110	30	,	,	PUNCT
cte-616	110	31	professional	professional	ADJ
cte-616	110	32	development	development	NOUN
cte-616	110	33	,	,	PUNCT
cte-616	110	34	and	and	CCONJ
cte-616	110	35	targeted	target	VERB
cte-616	110	36	funding	funding	NOUN
cte-616	110	37	to	to	PART
cte-616	110	38	support	support	VERB
cte-616	110	39	ai	ai	VERB
cte-616	110	40	’s	’s	PART
cte-616	110	41	long	long	ADJ
cte-616	110	42	-	-	PUNCT
cte-616	110	43	term	term	NOUN
cte-616	110	44	impact	impact	NOUN
cte-616	110	45	.	.	PUNCT
cte-616	111	1	if	if	SCONJ
cte-616	111	2	the	the	DET
cte-616	111	3	technical	technical	ADJ
cte-616	111	4	,	,	PUNCT
cte-616	111	5	ethical	ethical	ADJ
cte-616	111	6	,	,	PUNCT
cte-616	111	7	cultural	cultural	ADJ
cte-616	111	8	,	,	PUNCT
cte-616	111	9	and	and	CCONJ
cte-616	111	10	resource	resource	NOUN
cte-616	111	11	challenges	challenge	NOUN
cte-616	111	12	associated	associate	VERB
cte-616	111	13	with	with	ADP
cte-616	111	14	ai	ai	PRON
cte-616	111	15	adoption	adoption	NOUN
cte-616	111	16	are	be	AUX
cte-616	111	17	not	not	PART
cte-616	111	18	addressed	address	VERB
cte-616	111	19	,	,	PUNCT
cte-616	111	20	institutions	institution	NOUN
cte-616	111	21	may	may	AUX
cte-616	111	22	be	be	AUX
cte-616	111	23	at	at	ADP
cte-616	111	24	risk	risk	NOUN
cte-616	111	25	of	of	ADP
cte-616	111	26	harming	harm	VERB
cte-616	111	27	disadvantaged	disadvantaged	ADJ
cte-616	111	28	students	student	NOUN
cte-616	111	29	and	and	CCONJ
cte-616	111	30	potentially	potentially	ADV
cte-616	111	31	increasing	increase	VERB
cte-616	111	32	educational	educational	ADJ
cte-616	111	33	inequity	inequity	NOUN
cte-616	111	34	.	.	PUNCT
cte-616	112	1	4.2	4.2	NUM
cte-616	112	2	.	.	PUNCT
cte-616	112	3	key	key	ADJ
cte-616	112	4	leadership	leadership	NOUN
cte-616	112	5	roles	role	NOUN
cte-616	112	6	in	in	ADP
cte-616	112	7	ai	ai	PROPN
cte-616	112	8	adoption	adoption	NOUN
cte-616	112	9	university	university	NOUN
cte-616	112	10	leadership	leadership	NOUN
cte-616	112	11	has	have	VERB
cte-616	112	12	a	a	DET
cte-616	112	13	critical	critical	ADJ
cte-616	112	14	role	role	NOUN
cte-616	112	15	to	to	PART
cte-616	112	16	play	play	VERB
cte-616	112	17	in	in	ADP
cte-616	112	18	addressing	address	VERB
cte-616	112	19	the	the	DET
cte-616	112	20	technical	technical	ADJ
cte-616	112	21	,	,	PUNCT
cte-616	112	22	ethical	ethical	ADJ
cte-616	112	23	,	,	PUNCT
cte-616	112	24	cultural	cultural	ADJ
cte-616	112	25	,	,	PUNCT
cte-616	112	26	and	and	CCONJ
cte-616	112	27	resource	resource	NOUN
cte-616	112	28	challenges	challenge	NOUN
cte-616	112	29	associated	associate	VERB
cte-616	112	30	with	with	ADP
cte-616	112	31	appropriate	appropriate	ADJ
cte-616	113	1	ai	ai	NOUN
cte-616	113	2	implementation	implementation	NOUN
cte-616	113	3	that	that	PRON
cte-616	113	4	aligns	align	VERB
cte-616	113	5	with	with	ADP
cte-616	113	6	educational	educational	ADJ
cte-616	113	7	values	value	NOUN
cte-616	113	8	and	and	CCONJ
cte-616	113	9	goals	goal	NOUN
cte-616	113	10	.	.	PUNCT
cte-616	114	1	the	the	DET
cte-616	114	2	key	key	ADJ
cte-616	114	3	leadership	leadership	NOUN
cte-616	114	4	roles	role	NOUN
cte-616	114	5	in	in	ADP
cte-616	114	6	ai	ai	ADJ
cte-616	114	7	adoption	adoption	NOUN
cte-616	114	8	are	be	AUX
cte-616	114	9	presented	present	VERB
cte-616	114	10	in	in	ADP
cte-616	114	11	table	table	NOUN
cte-616	114	12	2	2	NUM
cte-616	114	13	.	.	PUNCT
cte-616	114	14	as	as	SCONJ
cte-616	114	15	revealed	reveal	VERB
cte-616	114	16	in	in	ADP
cte-616	114	17	table	table	NOUN
cte-616	114	18	2	2	NUM
cte-616	114	19	,	,	PUNCT
cte-616	114	20	the	the	DET
cte-616	114	21	first	first	ADJ
cte-616	114	22	major	major	ADJ
cte-616	114	23	responsibility	responsibility	NOUN
cte-616	114	24	is	be	AUX
cte-616	114	25	to	to	PART
cte-616	114	26	articulate	articulate	VERB
cte-616	114	27	a	a	DET
cte-616	114	28	strategic	strategic	ADJ
cte-616	114	29	vision	vision	NOUN
cte-616	114	30	for	for	ADP
cte-616	114	31	ai	ai	PRON
cte-616	114	32	adoption	adoption	NOUN
cte-616	114	33	that	that	PRON
cte-616	114	34	aligns	align	VERB
cte-616	114	35	with	with	ADP
cte-616	114	36	broader	broad	ADJ
cte-616	114	37	institutional	institutional	ADJ
cte-616	114	38	priorities	priority	NOUN
cte-616	114	39	and	and	CCONJ
cte-616	114	40	initiatives	initiative	NOUN
cte-616	114	41	.	.	PUNCT
cte-616	115	1	leaders	leader	NOUN
cte-616	115	2	must	must	AUX
cte-616	115	3	communicate	communicate	VERB
cte-616	115	4	the	the	DET
cte-616	115	5	benefits	benefit	NOUN
cte-616	115	6	of	of	ADP
cte-616	115	7	ai	ai	VERB
cte-616	115	8	in	in	ADP
cte-616	115	9	a	a	DET
cte-616	115	10	transparent	transparent	ADJ
cte-616	115	11	and	and	CCONJ
cte-616	115	12	responsible	responsible	ADJ
cte-616	115	13	manner	manner	NOUN
cte-616	115	14	to	to	PART
cte-616	115	15	gain	gain	VERB
cte-616	115	16	buy	buy	NOUN
cte-616	115	17	-	-	PUNCT
cte-616	115	18	in	in	NOUN
cte-616	115	19	from	from	ADP
cte-616	115	20	stakeholders	stakeholder	NOUN
cte-616	115	21	8	8	NUM
cte-616	115	22	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	115	23	cte	cte	NOUN
cte-616	115	24	workshop	workshop	NOUN
cte-616	115	25	proceedings	proceeding	NOUN
cte-616	115	26	,	,	PUNCT
cte-616	115	27	2024	2024	NUM
cte-616	115	28	,	,	PUNCT
cte-616	115	29	vol	vol	NOUN
cte-616	115	30	.	.	PROPN
cte-616	116	1	11	11	NUM
cte-616	116	2	,	,	PUNCT
cte-616	116	3	pp	pp	ADJ
cte-616	116	4	.	.	PUNCT
cte-616	117	1	4	4	NUM
cte-616	117	2	-	-	SYM
cte-616	117	3	14	14	NUM
cte-616	117	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	117	5	table	table	NOUN
cte-616	117	6	2	2	NUM
cte-616	117	7	key	key	ADJ
cte-616	117	8	leadership	leadership	NOUN
cte-616	117	9	roles	role	NOUN
cte-616	117	10	.	.	PUNCT
cte-616	118	1	finding	find	VERB
cte-616	118	2	responsibility	responsibility	NOUN
cte-616	118	3	of	of	ADP
cte-616	118	4	university	university	NOUN
cte-616	118	5	leadership	leadership	NOUN
cte-616	118	6	articulate	articulate	VERB
cte-616	118	7	a	a	DET
cte-616	118	8	strategic	strategic	ADJ
cte-616	118	9	vision	vision	NOUN
cte-616	118	10	university	university	NOUN
cte-616	118	11	leaders	leader	NOUN
cte-616	118	12	must	must	AUX
cte-616	118	13	articulate	articulate	VERB
cte-616	118	14	a	a	DET
cte-616	118	15	strategic	strategic	ADJ
cte-616	118	16	vision	vision	NOUN
cte-616	118	17	for	for	ADP
cte-616	118	18	ai	ai	PRON
cte-616	118	19	adoption	adoption	NOUN
cte-616	118	20	that	that	PRON
cte-616	118	21	aligns	align	VERB
cte-616	118	22	with	with	ADP
cte-616	118	23	broader	broad	ADJ
cte-616	118	24	institutional	institutional	ADJ
cte-616	118	25	priorities	priority	NOUN
cte-616	118	26	and	and	CCONJ
cte-616	118	27	initiatives	initiative	NOUN
cte-616	118	28	.	.	PUNCT
cte-616	119	1	they	they	PRON
cte-616	119	2	must	must	AUX
cte-616	119	3	also	also	ADV
cte-616	119	4	communicate	communicate	VERB
cte-616	119	5	the	the	DET
cte-616	119	6	benefits	benefit	NOUN
cte-616	119	7	of	of	ADP
cte-616	119	8	ai	ai	VERB
cte-616	119	9	in	in	ADP
cte-616	119	10	a	a	DET
cte-616	119	11	responsible	responsible	ADJ
cte-616	119	12	and	and	CCONJ
cte-616	119	13	transparent	transparent	ADJ
cte-616	119	14	manner	manner	NOUN
cte-616	119	15	to	to	PART
cte-616	119	16	gain	gain	VERB
cte-616	119	17	buy	buy	NOUN
cte-616	119	18	-	-	PUNCT
cte-616	119	19	in	in	NOUN
cte-616	119	20	from	from	ADP
cte-616	119	21	campus	campus	NOUN
cte-616	119	22	stakeholders	stakeholder	NOUN
cte-616	119	23	.	.	PUNCT
cte-616	120	1	foster	foster	VERB
cte-616	120	2	an	an	DET
cte-616	120	3	institutional	institutional	ADJ
cte-616	120	4	culture	culture	NOUN
cte-616	120	5	university	university	NOUN
cte-616	120	6	leaders	leader	NOUN
cte-616	120	7	must	must	AUX
cte-616	120	8	foster	foster	VERB
cte-616	120	9	an	an	DET
cte-616	120	10	institutional	institutional	ADJ
cte-616	120	11	culture	culture	NOUN
cte-616	120	12	that	that	PRON
cte-616	120	13	is	be	AUX
cte-616	120	14	open	open	ADJ
cte-616	120	15	to	to	ADP
cte-616	120	16	experimentation	experimentation	NOUN
cte-616	120	17	and	and	CCONJ
cte-616	120	18	evaluation	evaluation	NOUN
cte-616	120	19	of	of	ADP
cte-616	120	20	new	new	ADJ
cte-616	120	21	ai	ai	NOUN
cte-616	120	22	tools	tool	NOUN
cte-616	120	23	.	.	PUNCT
cte-616	121	1	they	they	PRON
cte-616	121	2	can	can	AUX
cte-616	121	3	do	do	VERB
cte-616	121	4	this	this	PRON
cte-616	121	5	by	by	ADP
cte-616	121	6	providing	provide	VERB
cte-616	121	7	training	training	NOUN
cte-616	121	8	programs	program	NOUN
cte-616	121	9	to	to	PART
cte-616	121	10	improve	improve	VERB
cte-616	121	11	the	the	DET
cte-616	121	12	ai	ai	ADJ
cte-616	121	13	skills	skill	NOUN
cte-616	121	14	of	of	ADP
cte-616	121	15	faculty	faculty	NOUN
cte-616	121	16	and	and	CCONJ
cte-616	121	17	students	student	NOUN
cte-616	121	18	,	,	PUNCT
cte-616	121	19	and	and	CCONJ
cte-616	121	20	by	by	ADP
cte-616	121	21	offering	offer	VERB
cte-616	121	22	incentives	incentive	NOUN
cte-616	121	23	and	and	CCONJ
cte-616	121	24	support	support	NOUN
cte-616	121	25	for	for	ADP
cte-616	121	26	faculty	faculty	NOUN
cte-616	121	27	and	and	CCONJ
cte-616	121	28	staff	staff	NOUN
cte-616	121	29	to	to	PART
cte-616	121	30	participate	participate	VERB
cte-616	121	31	in	in	ADP
cte-616	121	32	ai	ai	PROPN
cte-616	121	33	pilots	pilot	NOUN
cte-616	121	34	and	and	CCONJ
cte-616	121	35	experiments	experiment	NOUN
cte-616	121	36	.	.	PUNCT
cte-616	122	1	gather	gather	VERB
cte-616	122	2	and	and	CCONJ
cte-616	122	3	allocate	allocate	ADJ
cte-616	122	4	resources	resource	NOUN
cte-616	122	5	university	university	NOUN
cte-616	122	6	leaders	leader	NOUN
cte-616	122	7	must	must	AUX
cte-616	122	8	gather	gather	VERB
cte-616	122	9	and	and	CCONJ
cte-616	122	10	allocate	allocate	VERB
cte-616	122	11	the	the	DET
cte-616	122	12	necessary	necessary	ADJ
cte-616	122	13	financial	financial	ADJ
cte-616	122	14	,	,	PUNCT
cte-616	122	15	staffing	staffing	NOUN
cte-616	122	16	,	,	PUNCT
cte-616	122	17	infrastructure	infrastructure	NOUN
cte-616	122	18	,	,	PUNCT
cte-616	122	19	privacy	privacy	NOUN
cte-616	122	20	,	,	PUNCT
cte-616	122	21	governance	governance	NOUN
cte-616	122	22	,	,	PUNCT
cte-616	122	23	and	and	CCONJ
cte-616	122	24	administrative	administrative	ADJ
cte-616	122	25	resources	resource	NOUN
cte-616	122	26	to	to	PART
cte-616	122	27	ensure	ensure	VERB
cte-616	122	28	the	the	DET
cte-616	122	29	sustainable	sustainable	ADJ
cte-616	122	30	implementation	implementation	NOUN
cte-616	122	31	of	of	ADP
cte-616	122	32	ai	ai	ADJ
cte-616	122	33	solutions	solution	NOUN
cte-616	122	34	on	on	ADP
cte-616	122	35	campus	campus	NOUN
cte-616	122	36	.	.	PUNCT
cte-616	123	1	this	this	PRON
cte-616	123	2	may	may	AUX
cte-616	123	3	include	include	VERB
cte-616	123	4	establishing	establish	VERB
cte-616	123	5	a	a	DET
cte-616	123	6	dedicated	dedicated	ADJ
cte-616	123	7	oversight	oversight	NOUN
cte-616	123	8	committee	committee	NOUN
cte-616	123	9	or	or	CCONJ
cte-616	123	10	panel	panel	NOUN
cte-616	123	11	to	to	PART
cte-616	123	12	formally	formally	ADV
cte-616	123	13	review	review	VERB
cte-616	123	14	ai	ai	VERB
cte-616	123	15	initiativzes	initiativze	NOUN
cte-616	123	16	to	to	PART
cte-616	123	17	ensure	ensure	VERB
cte-616	123	18	adherence	adherence	NOUN
cte-616	123	19	to	to	ADP
cte-616	123	20	institutional	institutional	ADJ
cte-616	123	21	values	value	NOUN
cte-616	123	22	and	and	CCONJ
cte-616	123	23	policies	policy	NOUN
cte-616	123	24	.	.	PUNCT
cte-616	124	1	seek	seek	VERB
cte-616	124	2	external	external	ADJ
cte-616	124	3	partnerships	partnership	NOUN
cte-616	124	4	university	university	NOUN
cte-616	124	5	leaders	leader	NOUN
cte-616	124	6	should	should	AUX
cte-616	124	7	actively	actively	ADV
cte-616	124	8	seek	seek	VERB
cte-616	124	9	external	external	ADJ
cte-616	124	10	partnerships	partnership	NOUN
cte-616	124	11	with	with	ADP
cte-616	124	12	peer	peer	NOUN
cte-616	124	13	institutions	institution	NOUN
cte-616	124	14	and	and	CCONJ
cte-616	124	15	the	the	DET
cte-616	124	16	broader	broader	ADV
cte-616	124	17	higher	high	ADJ
cte-616	124	18	education	education	NOUN
cte-616	124	19	community	community	NOUN
cte-616	124	20	to	to	PART
cte-616	124	21	identify	identify	VERB
cte-616	124	22	,	,	PUNCT
cte-616	124	23	share	share	NOUN
cte-616	124	24	,	,	PUNCT
cte-616	124	25	and	and	CCONJ
cte-616	124	26	expand	expand	VERB
cte-616	124	27	best	good	ADJ
cte-616	124	28	practices	practice	NOUN
cte-616	124	29	for	for	ADP
cte-616	124	30	ethical	ethical	ADJ
cte-616	124	31	and	and	CCONJ
cte-616	124	32	sustainable	sustainable	ADJ
cte-616	124	33	ai	ai	VERB
cte-616	124	34	implementation	implementation	NOUN
cte-616	124	35	.	.	PUNCT
cte-616	125	1	this	this	PRON
cte-616	125	2	may	may	AUX
cte-616	125	3	involve	involve	VERB
cte-616	125	4	establishing	establish	VERB
cte-616	125	5	research	research	NOUN
cte-616	125	6	collaborations	collaboration	NOUN
cte-616	125	7	between	between	ADP
cte-616	125	8	institutions	institution	NOUN
cte-616	125	9	focusing	focus	VERB
cte-616	125	10	on	on	ADP
cte-616	125	11	the	the	DET
cte-616	125	12	governance	governance	NOUN
cte-616	125	13	,	,	PUNCT
cte-616	125	14	regulation	regulation	NOUN
cte-616	125	15	and	and	CCONJ
cte-616	125	16	implementation	implementation	NOUN
cte-616	125	17	of	of	ADP
cte-616	125	18	ai	ai	NOUN
cte-616	125	19	.	.	PUNCT
cte-616	126	1	across	across	ADP
cte-616	126	2	campus	campus	NOUN
cte-616	126	3	[	[	X
cte-616	126	4	37	37	NUM
cte-616	126	5	]	]	PUNCT
cte-616	126	6	.	.	PUNCT
cte-616	127	1	developing	develop	VERB
cte-616	127	2	a	a	DET
cte-616	127	3	coherent	coherent	ADJ
cte-616	127	4	strategic	strategic	ADJ
cte-616	127	5	plan	plan	NOUN
cte-616	127	6	can	can	AUX
cte-616	127	7	help	help	VERB
cte-616	127	8	drive	drive	VERB
cte-616	127	9	ethical	ethical	ADJ
cte-616	127	10	and	and	CCONJ
cte-616	127	11	sustainable	sustainable	ADJ
cte-616	127	12	ai	ai	VERB
cte-616	127	13	implementation	implementation	NOUN
cte-616	127	14	.	.	PUNCT
cte-616	128	1	second	second	ADJ
cte-616	128	2	,	,	PUNCT
cte-616	128	3	leaders	leader	NOUN
cte-616	128	4	must	must	AUX
cte-616	128	5	foster	foster	VERB
cte-616	128	6	an	an	DET
cte-616	128	7	institutional	institutional	ADJ
cte-616	128	8	culture	culture	NOUN
cte-616	128	9	open	open	ADJ
cte-616	128	10	to	to	ADP
cte-616	128	11	experimenting	experiment	VERB
cte-616	128	12	with	with	ADP
cte-616	128	13	and	and	CCONJ
cte-616	128	14	evaluating	evaluate	VERB
cte-616	128	15	new	new	ADJ
cte-616	128	16	ai	ai	NOUN
cte-616	128	17	tools	tool	NOUN
cte-616	128	18	.	.	PUNCT
cte-616	129	1	as	as	SCONJ
cte-616	129	2	discussed	discuss	VERB
cte-616	129	3	by	by	ADP
cte-616	129	4	zheng	zheng	PROPN
cte-616	129	5	and	and	CCONJ
cte-616	129	6	webber	webber	PROPN
cte-616	130	1	[	[	X
cte-616	130	2	37	37	NUM
cte-616	130	3	]	]	PUNCT
cte-616	130	4	,	,	PUNCT
cte-616	130	5	initiatives	initiative	NOUN
cte-616	130	6	like	like	ADP
cte-616	130	7	training	training	NOUN
cte-616	130	8	programs	program	NOUN
cte-616	130	9	to	to	PART
cte-616	130	10	build	build	VERB
cte-616	130	11	ai	ai	NOUN
cte-616	130	12	skills	skill	NOUN
cte-616	130	13	and	and	CCONJ
cte-616	130	14	incentives	incentive	NOUN
cte-616	130	15	for	for	ADP
cte-616	130	16	participating	participate	VERB
cte-616	130	17	in	in	ADP
cte-616	130	18	pilots	pilot	NOUN
cte-616	130	19	can	can	AUX
cte-616	130	20	promote	promote	VERB
cte-616	130	21	openness	openness	NOUN
cte-616	130	22	to	to	PART
cte-616	130	23	change	change	VERB
cte-616	130	24	.	.	PUNCT
cte-616	131	1	leaders	leader	NOUN
cte-616	131	2	also	also	ADV
cte-616	131	3	play	play	VERB
cte-616	131	4	a	a	DET
cte-616	131	5	crucial	crucial	ADJ
cte-616	131	6	role	role	NOUN
cte-616	131	7	in	in	ADP
cte-616	131	8	ensuring	ensure	VERB
cte-616	131	9	diversity	diversity	NOUN
cte-616	131	10	in	in	ADP
cte-616	131	11	ai	ai	ADJ
cte-616	131	12	design	design	NOUN
cte-616	131	13	teams	team	NOUN
cte-616	131	14	to	to	PART
cte-616	131	15	mitigate	mitigate	VERB
cte-616	131	16	algorithmic	algorithmic	ADJ
cte-616	131	17	bias	bias	NOUN
cte-616	131	18	.	.	PUNCT
cte-616	132	1	formal	formal	ADJ
cte-616	132	2	reviews	review	NOUN
cte-616	132	3	of	of	ADP
cte-616	132	4	ai	ai	PROPN
cte-616	132	5	systems	system	NOUN
cte-616	132	6	are	be	AUX
cte-616	132	7	needed	need	VERB
cte-616	132	8	to	to	PART
cte-616	132	9	assess	assess	VERB
cte-616	132	10	potential	potential	ADJ
cte-616	132	11	disparate	disparate	ADJ
cte-616	132	12	impacts	impact	NOUN
cte-616	132	13	on	on	ADP
cte-616	132	14	marginalized	marginalize	VERB
cte-616	132	15	groups	group	NOUN
cte-616	132	16	[	[	X
cte-616	132	17	27	27	NUM
cte-616	132	18	]	]	PUNCT
cte-616	132	19	.	.	PUNCT
cte-616	133	1	third	third	ADJ
cte-616	133	2	,	,	PUNCT
cte-616	133	3	leaders	leader	NOUN
cte-616	133	4	must	must	AUX
cte-616	133	5	allocate	allocate	VERB
cte-616	133	6	necessary	necessary	ADJ
cte-616	133	7	resources	resource	NOUN
cte-616	133	8	for	for	ADP
cte-616	133	9	ai	ai	PRON
cte-616	133	10	adoption	adoption	NOUN
cte-616	133	11	including	include	VERB
cte-616	133	12	finances	finance	NOUN
cte-616	133	13	,	,	PUNCT
cte-616	133	14	staffing	staffing	NOUN
cte-616	133	15	,	,	PUNCT
cte-616	133	16	infrastructure	infrastructure	NOUN
cte-616	133	17	,	,	PUNCT
cte-616	133	18	and	and	CCONJ
cte-616	133	19	governance	governance	NOUN
cte-616	133	20	mechanisms	mechanism	NOUN
cte-616	133	21	.	.	PUNCT
cte-616	134	1	berkman	berkman	PROPN
cte-616	134	2	klein	klein	PROPN
cte-616	134	3	center	center	PROPN
cte-616	134	4	[	[	X
cte-616	134	5	7	7	X
cte-616	134	6	]	]	PUNCT
cte-616	134	7	highlights	highlight	NOUN
cte-616	134	8	the	the	DET
cte-616	134	9	value	value	NOUN
cte-616	134	10	of	of	ADP
cte-616	134	11	a	a	DET
cte-616	134	12	dedicated	dedicated	ADJ
cte-616	134	13	ai	ai	NOUN
cte-616	134	14	oversight	oversight	NOUN
cte-616	134	15	committee	committee	NOUN
cte-616	134	16	to	to	PART
cte-616	134	17	ensure	ensure	VERB
cte-616	134	18	alignment	alignment	NOUN
cte-616	134	19	with	with	ADP
cte-616	134	20	institutional	institutional	ADJ
cte-616	134	21	values	value	NOUN
cte-616	134	22	.	.	PUNCT
cte-616	135	1	finally	finally	ADV
cte-616	135	2	,	,	PUNCT
cte-616	135	3	leaders	leader	NOUN
cte-616	135	4	should	should	AUX
cte-616	135	5	seek	seek	VERB
cte-616	135	6	partnerships	partnership	NOUN
cte-616	135	7	with	with	ADP
cte-616	135	8	peer	peer	NOUN
cte-616	135	9	institutions	institution	NOUN
cte-616	135	10	to	to	PART
cte-616	135	11	share	share	VERB
cte-616	135	12	best	good	ADJ
cte-616	135	13	practices	practice	NOUN
cte-616	135	14	around	around	ADP
cte-616	135	15	ethical	ethical	ADJ
cte-616	135	16	ai	ai	ADJ
cte-616	135	17	adoption	adoption	NOUN
cte-616	135	18	in	in	ADP
cte-616	135	19	higher	high	ADJ
cte-616	135	20	education	education	NOUN
cte-616	135	21	.	.	PUNCT
cte-616	136	1	overall	overall	ADJ
cte-616	136	2	,	,	PUNCT
cte-616	136	3	visionary	visionary	ADJ
cte-616	136	4	leadership	leadership	NOUN
cte-616	136	5	is	be	AUX
cte-616	136	6	key	key	ADJ
cte-616	136	7	to	to	ADP
cte-616	136	8	charting	chart	VERB
cte-616	136	9	a	a	DET
cte-616	136	10	responsible	responsible	ADJ
cte-616	136	11	course	course	NOUN
cte-616	136	12	for	for	ADP
cte-616	136	13	ai	ai	VERB
cte-616	136	14	that	that	SCONJ
cte-616	136	15	advances	advance	NOUN
cte-616	136	16	education	education	NOUN
cte-616	136	17	while	while	SCONJ
cte-616	136	18	upholding	uphold	VERB
cte-616	136	19	human	human	ADJ
cte-616	136	20	values	value	NOUN
cte-616	136	21	.	.	PUNCT
cte-616	137	1	4.3	4.3	NUM
cte-616	137	2	.	.	PUNCT
cte-616	137	3	ai	ai	VERB
cte-616	137	4	technology	technology	PROPN
cte-616	137	5	management	management	NOUN
cte-616	137	6	university	university	NOUN
cte-616	137	7	leaders	leader	NOUN
cte-616	137	8	face	face	VERB
cte-616	137	9	a	a	DET
cte-616	137	10	complex	complex	ADJ
cte-616	137	11	responsibility	responsibility	NOUN
cte-616	137	12	for	for	ADP
cte-616	137	13	the	the	DET
cte-616	137	14	effective	effective	ADJ
cte-616	137	15	use	use	NOUN
cte-616	137	16	of	of	ADP
cte-616	137	17	artificial	artificial	ADJ
cte-616	137	18	intelligence	intelligence	NOUN
cte-616	137	19	in	in	ADP
cte-616	137	20	higher	high	ADJ
cte-616	137	21	education	education	NOUN
cte-616	137	22	institutions	institution	NOUN
cte-616	137	23	.	.	PUNCT
cte-616	138	1	to	to	PART
cte-616	138	2	fully	fully	ADV
cte-616	138	3	realize	realize	VERB
cte-616	138	4	the	the	DET
cte-616	138	5	potential	potential	ADJ
cte-616	138	6	benefits	benefit	NOUN
cte-616	138	7	of	of	ADP
cte-616	138	8	artificial	artificial	ADJ
cte-616	138	9	intelligence	intelligence	NOUN
cte-616	138	10	while	while	SCONJ
cte-616	138	11	mitigating	mitigate	VERB
cte-616	138	12	risks	risk	NOUN
cte-616	138	13	,	,	PUNCT
cte-616	138	14	technical	technical	ADJ
cte-616	138	15	leadership	leadership	NOUN
cte-616	138	16	skills	skill	NOUN
cte-616	138	17	are	be	AUX
cte-616	138	18	needed	need	VERB
cte-616	138	19	to	to	PART
cte-616	138	20	foster	foster	VERB
cte-616	138	21	shared	share	VERB
cte-616	138	22	vision	vision	NOUN
cte-616	138	23	,	,	PUNCT
cte-616	138	24	role	role	NOUN
cte-616	138	25	models	model	NOUN
cte-616	138	26	for	for	ADP
cte-616	138	27	innovative	innovative	ADJ
cte-616	138	28	use	use	NOUN
cte-616	138	29	,	,	PUNCT
cte-616	138	30	capacity	capacity	NOUN
cte-616	138	31	building	building	NOUN
cte-616	138	32	,	,	PUNCT
cte-616	138	33	and	and	CCONJ
cte-616	138	34	resource	resource	NOUN
cte-616	138	35	management	management	NOUN
cte-616	138	36	[	[	X
cte-616	138	37	3	3	NUM
cte-616	138	38	,	,	PUNCT
cte-616	138	39	15	15	NUM
cte-616	138	40	,	,	PUNCT
cte-616	138	41	37	37	NUM
cte-616	138	42	]	]	PUNCT
cte-616	138	43	.	.	PUNCT
cte-616	139	1	technical	technical	ADJ
cte-616	139	2	leadership	leadership	NOUN
cte-616	139	3	skills	skill	NOUN
cte-616	139	4	enable	enable	VERB
cte-616	139	5	technology	technology	NOUN
cte-616	139	6	experts	expert	NOUN
cte-616	139	7	to	to	PART
cte-616	139	8	drive	drive	VERB
cte-616	139	9	innovation	innovation	NOUN
cte-616	139	10	and	and	CCONJ
cte-616	139	11	business	business	NOUN
cte-616	139	12	value	value	NOUN
cte-616	139	13	.	.	PUNCT
cte-616	140	1	key	key	ADJ
cte-616	140	2	skills	skill	NOUN
cte-616	140	3	include	include	VERB
cte-616	140	4	9	9	NUM
cte-616	140	5	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	140	6	cte	cte	NOUN
cte-616	140	7	workshop	workshop	NOUN
cte-616	140	8	proceedings	proceeding	NOUN
cte-616	140	9	,	,	PUNCT
cte-616	140	10	2024	2024	NUM
cte-616	140	11	,	,	PUNCT
cte-616	140	12	vol	vol	NOUN
cte-616	140	13	.	.	PROPN
cte-616	140	14	11	11	NUM
cte-616	140	15	,	,	PUNCT
cte-616	140	16	pp	pp	ADJ
cte-616	140	17	.	.	PUNCT
cte-616	141	1	4	4	NUM
cte-616	141	2	-	-	SYM
cte-616	141	3	14	14	NUM
cte-616	141	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	141	5	deep	deep	ADJ
cte-616	141	6	technical	technical	ADJ
cte-616	141	7	expertise	expertise	NOUN
cte-616	141	8	,	,	PUNCT
cte-616	141	9	strategic	strategic	ADJ
cte-616	141	10	thinking	thinking	NOUN
cte-616	141	11	,	,	PUNCT
cte-616	141	12	communication	communication	NOUN
cte-616	141	13	across	across	ADP
cte-616	141	14	domains	domain	NOUN
cte-616	141	15	,	,	PUNCT
cte-616	141	16	team	team	NOUN
cte-616	141	17	building	building	NOUN
cte-616	141	18	,	,	PUNCT
cte-616	141	19	project	project	NOUN
cte-616	141	20	management	management	NOUN
cte-616	141	21	,	,	PUNCT
cte-616	141	22	and	and	CCONJ
cte-616	141	23	the	the	DET
cte-616	141	24	agility	agility	NOUN
cte-616	141	25	to	to	PART
cte-616	141	26	adapt	adapt	VERB
cte-616	141	27	to	to	ADP
cte-616	141	28	a	a	DET
cte-616	141	29	changing	change	VERB
cte-616	141	30	technology	technology	NOUN
cte-616	141	31	landscape	landscape	NOUN
cte-616	141	32	through	through	ADP
cte-616	141	33	continuous	continuous	ADJ
cte-616	141	34	learning	learning	NOUN
cte-616	141	35	.	.	PUNCT
cte-616	142	1	technical	technical	ADJ
cte-616	142	2	leaders	leader	NOUN
cte-616	142	3	blend	blend	VERB
cte-616	142	4	technical	technical	ADJ
cte-616	142	5	depth	depth	NOUN
cte-616	142	6	with	with	ADP
cte-616	142	7	business	business	NOUN
cte-616	142	8	acumen	acuman	NOUN
cte-616	142	9	to	to	PART
cte-616	142	10	leverage	leverage	VERB
cte-616	142	11	technology	technology	NOUN
cte-616	142	12	to	to	PART
cte-616	142	13	meet	meet	VERB
cte-616	142	14	organizational	organizational	ADJ
cte-616	142	15	goals	goal	NOUN
cte-616	142	16	.	.	PUNCT
cte-616	143	1	a	a	DET
cte-616	143	2	shared	share	VERB
cte-616	143	3	vision	vision	NOUN
cte-616	143	4	for	for	ADP
cte-616	143	5	ai	ai	PRON
cte-616	143	6	implementation	implementation	NOUN
cte-616	143	7	is	be	AUX
cte-616	143	8	critical	critical	ADJ
cte-616	143	9	to	to	ADP
cte-616	143	10	gaining	gain	VERB
cte-616	143	11	buy	buy	NOUN
cte-616	143	12	-	-	PUNCT
cte-616	143	13	in	in	NOUN
cte-616	143	14	and	and	CCONJ
cte-616	143	15	aligning	align	VERB
cte-616	143	16	initiatives	initiative	NOUN
cte-616	143	17	with	with	ADP
cte-616	143	18	institutional	institutional	ADJ
cte-616	143	19	goals	goal	NOUN
cte-616	143	20	.	.	PUNCT
cte-616	144	1	effectively	effectively	ADV
cte-616	144	2	communicating	communicate	VERB
cte-616	144	3	how	how	SCONJ
cte-616	144	4	ai	ai	AUX
cte-616	144	5	can	can	AUX
cte-616	144	6	define	define	VERB
cte-616	144	7	and	and	CCONJ
cte-616	144	8	drive	drive	VERB
cte-616	144	9	the	the	DET
cte-616	144	10	university	university	NOUN
cte-616	144	11	’s	’s	PART
cte-616	144	12	mission	mission	NOUN
cte-616	144	13	is	be	AUX
cte-616	144	14	critical	critical	ADJ
cte-616	144	15	to	to	ADP
cte-616	144	16	fostering	foster	VERB
cte-616	144	17	buy	buy	NOUN
cte-616	144	18	-	-	PUNCT
cte-616	144	19	in	in	NOUN
cte-616	144	20	from	from	ADP
cte-616	144	21	a	a	DET
cte-616	144	22	variety	variety	NOUN
cte-616	144	23	of	of	ADP
cte-616	144	24	campus	campus	NOUN
cte-616	144	25	stakeholders	stakeholder	NOUN
cte-616	144	26	.	.	PUNCT
cte-616	145	1	managers	manager	NOUN
cte-616	145	2	must	must	AUX
cte-616	145	3	not	not	PART
cte-616	145	4	only	only	ADV
cte-616	145	5	articulate	articulate	VERB
cte-616	145	6	the	the	DET
cte-616	145	7	goals	goal	NOUN
cte-616	145	8	and	and	CCONJ
cte-616	145	9	expected	expect	VERB
cte-616	145	10	outcomes	outcome	NOUN
cte-616	145	11	of	of	ADP
cte-616	145	12	ai	ai	NOUN
cte-616	145	13	projects	project	NOUN
cte-616	145	14	,	,	PUNCT
cte-616	145	15	but	but	CCONJ
cte-616	145	16	also	also	ADV
cte-616	145	17	lead	lead	VERB
cte-616	145	18	by	by	ADP
cte-616	145	19	example	example	NOUN
cte-616	145	20	in	in	ADP
cte-616	145	21	the	the	DET
cte-616	145	22	use	use	NOUN
cte-616	145	23	of	of	ADP
cte-616	145	24	ai	ai	NOUN
cte-616	145	25	.	.	PUNCT
cte-616	146	1	for	for	ADP
cte-616	146	2	example	example	NOUN
cte-616	146	3	,	,	PUNCT
cte-616	146	4	leaders	leader	NOUN
cte-616	146	5	can	can	AUX
cte-616	146	6	demonstrate	demonstrate	VERB
cte-616	146	7	ai	ai	VERB
cte-616	146	8	applications	application	NOUN
cte-616	146	9	in	in	ADP
cte-616	146	10	presentations	presentation	NOUN
cte-616	146	11	and	and	CCONJ
cte-616	146	12	forums	forum	NOUN
cte-616	146	13	to	to	PART
cte-616	146	14	introduce	introduce	VERB
cte-616	146	15	to	to	ADP
cte-616	146	16	the	the	DET
cte-616	146	17	campus	campus	NOUN
cte-616	146	18	community	community	NOUN
cte-616	146	19	.	.	PUNCT
cte-616	147	1	capacity	capacity	NOUN
cte-616	147	2	building	build	VERB
cte-616	147	3	through	through	ADP
cte-616	147	4	user	user	NOUN
cte-616	147	5	-	-	PUNCT
cte-616	147	6	centred	centre	VERB
cte-616	147	7	professional	professional	ADJ
cte-616	147	8	development	development	NOUN
cte-616	147	9	and	and	CCONJ
cte-616	147	10	technical	technical	ADJ
cte-616	147	11	support	support	NOUN
cte-616	147	12	is	be	AUX
cte-616	147	13	critical	critical	ADJ
cte-616	147	14	to	to	ADP
cte-616	147	15	equipping	equip	VERB
cte-616	147	16	workers	worker	NOUN
cte-616	147	17	and	and	CCONJ
cte-616	147	18	students	student	NOUN
cte-616	147	19	with	with	ADP
cte-616	147	20	the	the	DET
cte-616	147	21	ai	ai	ADJ
cte-616	147	22	knowledge	knowledge	NOUN
cte-616	147	23	and	and	CCONJ
cte-616	147	24	skills	skill	NOUN
cte-616	147	25	they	they	PRON
cte-616	147	26	need	need	VERB
cte-616	147	27	to	to	PART
cte-616	147	28	reap	reap	VERB
cte-616	147	29	the	the	DET
cte-616	147	30	benefits	benefit	NOUN
cte-616	147	31	.	.	PUNCT
cte-616	148	1	unlike	unlike	ADP
cte-616	148	2	traditional	traditional	ADJ
cte-616	148	3	technologies	technology	NOUN
cte-616	148	4	,	,	PUNCT
cte-616	148	5	the	the	DET
cte-616	148	6	implementation	implementation	NOUN
cte-616	148	7	of	of	ADP
cte-616	148	8	artificial	artificial	ADJ
cte-616	148	9	intelligence	intelligence	NOUN
cte-616	148	10	requires	require	VERB
cte-616	148	11	greater	great	ADJ
cte-616	148	12	facilitation	facilitation	NOUN
cte-616	148	13	,	,	PUNCT
cte-616	148	14	oversight	oversight	NOUN
cte-616	148	15	,	,	PUNCT
cte-616	148	16	and	and	CCONJ
cte-616	148	17	ethical	ethical	ADJ
cte-616	148	18	safeguards	safeguard	NOUN
cte-616	148	19	due	due	ADP
cte-616	148	20	to	to	ADP
cte-616	148	21	its	its	PRON
cte-616	148	22	complexity	complexity	NOUN
cte-616	148	23	[	[	X
cte-616	148	24	17	17	NUM
cte-616	148	25	]	]	PUNCT
cte-616	148	26	.	.	PUNCT
cte-616	149	1	therefore	therefore	ADV
cte-616	149	2	,	,	PUNCT
cte-616	149	3	leaders	leader	NOUN
cte-616	149	4	must	must	AUX
cte-616	149	5	lay	lay	VERB
cte-616	149	6	the	the	DET
cte-616	149	7	foundation	foundation	NOUN
cte-616	149	8	for	for	ADP
cte-616	149	9	an	an	DET
cte-616	149	10	environment	environment	NOUN
cte-616	149	11	that	that	PRON
cte-616	149	12	encourages	encourage	VERB
cte-616	149	13	experimentation	experimentation	NOUN
cte-616	149	14	,	,	PUNCT
cte-616	149	15	equitable	equitable	ADJ
cte-616	149	16	access	access	NOUN
cte-616	149	17	,	,	PUNCT
cte-616	149	18	and	and	CCONJ
cte-616	149	19	ethical	ethical	ADJ
cte-616	149	20	use	use	NOUN
cte-616	149	21	.	.	PUNCT
cte-616	150	1	resource	resource	NOUN
cte-616	150	2	management	management	NOUN
cte-616	150	3	roles	role	NOUN
cte-616	150	4	are	be	AUX
cte-616	150	5	critical	critical	ADJ
cte-616	150	6	to	to	ADP
cte-616	150	7	carefully	carefully	ADV
cte-616	150	8	acquiring	acquire	VERB
cte-616	150	9	and	and	CCONJ
cte-616	150	10	scaling	scale	VERB
cte-616	150	11	ai	ai	VERB
cte-616	150	12	infrastructure	infrastructure	NOUN
cte-616	150	13	,	,	PUNCT
cte-616	150	14	tools	tool	NOUN
cte-616	150	15	,	,	PUNCT
cte-616	150	16	and	and	CCONJ
cte-616	150	17	expertise	expertise	NOUN
cte-616	150	18	based	base	VERB
cte-616	150	19	on	on	ADP
cte-616	150	20	learning	learn	VERB
cte-616	150	21	needs	need	NOUN
cte-616	150	22	,	,	PUNCT
cte-616	150	23	financial	financial	ADJ
cte-616	150	24	constraints	constraint	NOUN
cte-616	150	25	,	,	PUNCT
cte-616	150	26	and	and	CCONJ
cte-616	150	27	ethical	ethical	ADJ
cte-616	150	28	guidelines	guideline	NOUN
cte-616	150	29	.	.	PUNCT
cte-616	151	1	from	from	ADP
cte-616	151	2	the	the	DET
cte-616	151	3	point	point	NOUN
cte-616	151	4	of	of	ADP
cte-616	151	5	view	view	NOUN
cte-616	151	6	of	of	ADP
cte-616	151	7	technology	technology	NOUN
cte-616	151	8	management	management	NOUN
cte-616	151	9	,	,	PUNCT
cte-616	151	10	the	the	DET
cte-616	151	11	implementation	implementation	NOUN
cte-616	151	12	of	of	ADP
cte-616	151	13	ai	ai	NOUN
cte-616	151	14	should	should	AUX
cte-616	151	15	be	be	AUX
cte-616	151	16	critically	critically	ADV
cte-616	151	17	evaluated	evaluate	VERB
cte-616	151	18	in	in	ADP
cte-616	151	19	terms	term	NOUN
cte-616	151	20	of	of	ADP
cte-616	151	21	educational	educational	ADJ
cte-616	151	22	utility	utility	NOUN
cte-616	151	23	and	and	CCONJ
cte-616	151	24	fiscal	fiscal	ADJ
cte-616	151	25	responsibility	responsibility	NOUN
cte-616	151	26	.	.	PUNCT
cte-616	152	1	managers	manager	NOUN
cte-616	152	2	must	must	AUX
cte-616	152	3	avoid	avoid	VERB
cte-616	152	4	the	the	DET
cte-616	152	5	tendency	tendency	NOUN
cte-616	152	6	to	to	PART
cte-616	152	7	pursue	pursue	VERB
cte-616	152	8	new	new	ADJ
cte-616	152	9	technologies	technology	NOUN
cte-616	152	10	solely	solely	ADV
cte-616	152	11	for	for	ADP
cte-616	152	12	the	the	DET
cte-616	152	13	sake	sake	NOUN
cte-616	152	14	of	of	ADP
cte-616	152	15	novelty	novelty	NOUN
cte-616	152	16	.	.	PUNCT
cte-616	153	1	instead	instead	ADV
cte-616	153	2	,	,	PUNCT
cte-616	153	3	they	they	PRON
cte-616	153	4	must	must	AUX
cte-616	153	5	make	make	VERB
cte-616	153	6	prudent	prudent	ADJ
cte-616	153	7	investments	investment	NOUN
cte-616	153	8	based	base	VERB
cte-616	153	9	on	on	ADP
cte-616	153	10	solid	solid	ADJ
cte-616	153	11	research	research	NOUN
cte-616	153	12	and	and	CCONJ
cte-616	153	13	evidence	evidence	NOUN
cte-616	153	14	of	of	ADP
cte-616	153	15	the	the	DET
cte-616	153	16	value	value	NOUN
cte-616	153	17	of	of	ADP
cte-616	153	18	new	new	ADJ
cte-616	153	19	technologies	technology	NOUN
cte-616	153	20	.	.	PUNCT
cte-616	154	1	to	to	PART
cte-616	154	2	be	be	AUX
cte-616	154	3	successful	successful	ADJ
cte-616	154	4	,	,	PUNCT
cte-616	154	5	university	university	NOUN
cte-616	154	6	leaders	leader	NOUN
cte-616	154	7	aiming	aim	VERB
cte-616	154	8	to	to	ADP
cte-616	154	9	harness	harness	NOUN
cte-616	154	10	the	the	DET
cte-616	154	11	innovative	innovative	ADJ
cte-616	154	12	and	and	CCONJ
cte-616	154	13	transformative	transformative	ADJ
cte-616	154	14	potential	potential	NOUN
cte-616	154	15	of	of	ADP
cte-616	154	16	ai	ai	NOUN
cte-616	154	17	must	must	AUX
cte-616	154	18	employ	employ	VERB
cte-616	154	19	technical	technical	ADJ
cte-616	154	20	leadership	leadership	NOUN
cte-616	154	21	skills	skill	NOUN
cte-616	154	22	that	that	PRON
cte-616	154	23	match	match	VERB
cte-616	154	24	ai	ai	VERB
cte-616	154	25	’s	’s	PART
cte-616	154	26	disruption	disruption	NOUN
cte-616	154	27	.	.	PUNCT
cte-616	155	1	this	this	PRON
cte-616	155	2	includes	includes	AUX
cte-616	155	3	effectively	effectively	ADV
cte-616	155	4	communicating	communicate	VERB
cte-616	155	5	the	the	DET
cte-616	155	6	value	value	NOUN
cte-616	155	7	of	of	ADP
cte-616	155	8	ai	ai	NOUN
cte-616	155	9	,	,	PUNCT
cte-616	155	10	modelling	model	VERB
cte-616	155	11	the	the	DET
cte-616	155	12	intended	intend	VERB
cte-616	155	13	use	use	NOUN
cte-616	155	14	of	of	ADP
cte-616	155	15	the	the	DET
cte-616	155	16	technology	technology	NOUN
cte-616	155	17	,	,	PUNCT
cte-616	155	18	promoting	promote	VERB
cte-616	155	19	equitable	equitable	ADJ
cte-616	155	20	access	access	NOUN
cte-616	155	21	and	and	CCONJ
cte-616	155	22	ethical	ethical	ADJ
cte-616	155	23	adoption	adoption	NOUN
cte-616	155	24	,	,	PUNCT
cte-616	155	25	and	and	CCONJ
cte-616	155	26	judiciously	judiciously	ADV
cte-616	155	27	allocating	allocate	VERB
cte-616	155	28	scarce	scarce	ADJ
cte-616	155	29	resources	resource	NOUN
cte-616	155	30	to	to	PART
cte-616	155	31	responsibly	responsibly	ADV
cte-616	155	32	promote	promote	VERB
cte-616	155	33	innovation	innovation	NOUN
cte-616	155	34	.	.	PUNCT
cte-616	156	1	technology	technology	NOUN
cte-616	156	2	leaders	leader	NOUN
cte-616	156	3	can	can	AUX
cte-616	156	4	pave	pave	VERB
cte-616	156	5	the	the	DET
cte-616	156	6	way	way	NOUN
cte-616	156	7	for	for	SCONJ
cte-616	156	8	artificial	artificial	ADJ
cte-616	156	9	intelligence	intelligence	NOUN
cte-616	156	10	to	to	PART
cte-616	156	11	augment	augment	VERB
cte-616	156	12	,	,	PUNCT
cte-616	156	13	not	not	PART
cte-616	156	14	replace	replace	VERB
cte-616	156	15	,	,	PUNCT
cte-616	156	16	the	the	DET
cte-616	156	17	ability	ability	NOUN
cte-616	156	18	of	of	ADP
cte-616	156	19	humans	human	NOUN
cte-616	156	20	to	to	PART
cte-616	156	21	serve	serve	VERB
cte-616	156	22	educational	educational	ADJ
cte-616	156	23	and	and	CCONJ
cte-616	156	24	social	social	ADJ
cte-616	156	25	purposes	purpose	NOUN
cte-616	156	26	.	.	PUNCT
cte-616	157	1	from	from	ADP
cte-616	157	2	the	the	DET
cte-616	157	3	foregoing	foregoing	NOUN
cte-616	157	4	,	,	PUNCT
cte-616	157	5	it	it	PRON
cte-616	157	6	can	can	AUX
cte-616	157	7	be	be	AUX
cte-616	157	8	noted	note	VERB
cte-616	157	9	that	that	SCONJ
cte-616	157	10	technological	technological	ADJ
cte-616	157	11	leadership	leadership	NOUN
cte-616	157	12	refers	refer	VERB
cte-616	157	13	to	to	ADP
cte-616	157	14	a	a	DET
cte-616	157	15	university	university	NOUN
cte-616	157	16	’s	’s	PART
cte-616	157	17	ability	ability	NOUN
cte-616	157	18	to	to	PART
cte-616	157	19	pioneer	pioneer	VERB
cte-616	157	20	new	new	ADJ
cte-616	157	21	technologies	technology	NOUN
cte-616	157	22	through	through	ADP
cte-616	157	23	research	research	NOUN
cte-616	157	24	and	and	CCONJ
cte-616	157	25	innovation	innovation	NOUN
cte-616	157	26	.	.	PUNCT
cte-616	158	1	mit	mit	VERB
cte-616	158	2	developing	develop	VERB
cte-616	158	3	robotic	robotic	ADJ
cte-616	158	4	technologies	technology	NOUN
cte-616	158	5	is	be	AUX
cte-616	158	6	an	an	DET
cte-616	158	7	example	example	NOUN
cte-616	158	8	.	.	PUNCT
cte-616	159	1	technological	technological	ADJ
cte-616	159	2	management	management	NOUN
cte-616	159	3	refers	refer	VERB
cte-616	159	4	to	to	ADP
cte-616	159	5	a	a	DET
cte-616	159	6	university	university	NOUN
cte-616	159	7	’s	’s	PART
cte-616	159	8	ability	ability	NOUN
cte-616	159	9	to	to	PART
cte-616	159	10	effectively	effectively	ADV
cte-616	159	11	adopt	adopt	VERB
cte-616	159	12	and	and	CCONJ
cte-616	159	13	implement	implement	VERB
cte-616	159	14	technology	technology	NOUN
cte-616	159	15	.	.	PUNCT
cte-616	160	1	uc	uc	PROPN
cte-616	160	2	berkeley	berkeley	PROPN
cte-616	160	3	using	use	VERB
cte-616	160	4	learning	learn	VERB
cte-616	160	5	management	management	NOUN
cte-616	160	6	systems	system	NOUN
cte-616	160	7	and	and	CCONJ
cte-616	160	8	digitizing	digitizing	NOUN
cte-616	160	9	libraries	library	NOUN
cte-616	160	10	demonstrates	demonstrate	VERB
cte-616	160	11	technological	technological	ADJ
cte-616	160	12	management	management	NOUN
cte-616	160	13	.	.	PUNCT
cte-616	161	1	thus	thus	ADV
cte-616	161	2	,	,	PUNCT
cte-616	161	3	technological	technological	ADJ
cte-616	161	4	leadership	leadership	NOUN
cte-616	161	5	is	be	AUX
cte-616	161	6	about	about	ADP
cte-616	161	7	pioneering	pioneer	VERB
cte-616	161	8	innovation	innovation	NOUN
cte-616	161	9	and	and	CCONJ
cte-616	161	10	disruption	disruption	NOUN
cte-616	161	11	while	while	SCONJ
cte-616	161	12	technological	technological	ADJ
cte-616	161	13	management	management	NOUN
cte-616	161	14	is	be	AUX
cte-616	161	15	about	about	ADP
cte-616	161	16	the	the	DET
cte-616	161	17	prudent	prudent	ADJ
cte-616	161	18	adoption	adoption	NOUN
cte-616	161	19	and	and	CCONJ
cte-616	161	20	governance	governance	NOUN
cte-616	161	21	of	of	ADP
cte-616	161	22	technology	technology	NOUN
cte-616	161	23	for	for	ADP
cte-616	161	24	business	business	NOUN
cte-616	161	25	benefit	benefit	NOUN
cte-616	161	26	.	.	PUNCT
cte-616	162	1	leading	lead	VERB
cte-616	162	2	universities	university	NOUN
cte-616	162	3	need	need	VERB
cte-616	162	4	to	to	PART
cte-616	162	5	balance	balance	VERB
cte-616	162	6	both	both	DET
cte-616	162	7	leadership	leadership	NOUN
cte-616	162	8	and	and	CCONJ
cte-616	162	9	management	management	NOUN
cte-616	162	10	of	of	ADP
cte-616	162	11	technology	technology	NOUN
cte-616	162	12	.	.	PUNCT
cte-616	163	1	4.4	4.4	NUM
cte-616	163	2	.	.	PUNCT
cte-616	164	1	providing	provide	VERB
cte-616	164	2	leadership	leadership	NOUN
cte-616	164	3	to	to	PART
cte-616	164	4	succeed	succeed	VERB
cte-616	164	5	in	in	ADP
cte-616	164	6	ai	ai	AUX
cte-616	164	7	equipping	equip	VERB
cte-616	164	8	university	university	NOUN
cte-616	164	9	leaders	leader	NOUN
cte-616	164	10	with	with	ADP
cte-616	164	11	the	the	DET
cte-616	164	12	expertise	expertise	NOUN
cte-616	164	13	,	,	PUNCT
cte-616	164	14	funding	funding	NOUN
cte-616	164	15	and	and	CCONJ
cte-616	164	16	support	support	NOUN
cte-616	164	17	needed	need	VERB
cte-616	164	18	to	to	PART
cte-616	164	19	actively	actively	ADV
cte-616	164	20	manage	manage	VERB
cte-616	164	21	the	the	DET
cte-616	164	22	implementation	implementation	NOUN
cte-616	164	23	of	of	ADP
cte-616	164	24	ai	ai	NOUN
cte-616	164	25	on	on	ADP
cte-616	164	26	campus	campus	NOUN
cte-616	164	27	is	be	AUX
cte-616	164	28	critical	critical	ADJ
cte-616	164	29	to	to	ADP
cte-616	164	30	fully	fully	ADV
cte-616	164	31	realizing	realize	VERB
cte-616	164	32	ai	ai	VERB
cte-616	164	33	’s	’s	PART
cte-616	164	34	potential	potential	ADJ
cte-616	164	35	benefits	benefit	NOUN
cte-616	164	36	while	while	SCONJ
cte-616	164	37	mitigating	mitigate	VERB
cte-616	164	38	ethical	ethical	ADJ
cte-616	164	39	and	and	CCONJ
cte-616	164	40	cultural	cultural	ADJ
cte-616	164	41	challenges	challenge	NOUN
cte-616	164	42	.	.	PUNCT
cte-616	165	1	as	as	ADP
cte-616	165	2	gandomi	gandomi	NOUN
cte-616	165	3	and	and	CCONJ
cte-616	165	4	haider	haider	NOUN
cte-616	165	5	[	[	X
cte-616	165	6	16	16	NUM
cte-616	165	7	]	]	PUNCT
cte-616	165	8	argue	argue	VERB
cte-616	165	9	,	,	PUNCT
cte-616	165	10	for	for	SCONJ
cte-616	165	11	managers	manager	NOUN
cte-616	165	12	to	to	PART
cte-616	165	13	make	make	VERB
cte-616	165	14	sound	sound	ADJ
cte-616	165	15	strategic	strategic	ADJ
cte-616	165	16	,	,	PUNCT
cte-616	165	17	operational	operational	ADJ
cte-616	165	18	and	and	CCONJ
cte-616	165	19	investment	investment	NOUN
cte-616	165	20	decisions	decision	NOUN
cte-616	165	21	related	relate	VERB
cte-616	165	22	to	to	ADP
cte-616	165	23	ai	ai	VERB
cte-616	165	24	implementation	implementation	NOUN
cte-616	165	25	,	,	PUNCT
cte-616	165	26	they	they	PRON
cte-616	165	27	need	need	VERB
cte-616	165	28	to	to	PART
cte-616	165	29	be	be	AUX
cte-616	165	30	fluent	fluent	ADJ
cte-616	165	31	in	in	ADP
cte-616	165	32	the	the	DET
cte-616	165	33	capabilities	capability	NOUN
cte-616	165	34	,	,	PUNCT
cte-616	165	35	limitations	limitation	NOUN
cte-616	165	36	,	,	PUNCT
cte-616	165	37	and	and	CCONJ
cte-616	165	38	nuances	nuance	NOUN
cte-616	165	39	of	of	ADP
cte-616	165	40	different	different	ADJ
cte-616	165	41	ai	ai	PROPN
cte-616	165	42	solutions	solution	NOUN
cte-616	165	43	.	.	PUNCT
cte-616	166	1	continuing	continue	VERB
cte-616	166	2	education	education	NOUN
cte-616	166	3	initiatives	initiative	NOUN
cte-616	166	4	that	that	PRON
cte-616	166	5	include	include	VERB
cte-616	166	6	providing	provide	VERB
cte-616	166	7	higher	high	ADJ
cte-616	166	8	education	education	NOUN
cte-616	166	9	leaders	leader	NOUN
cte-616	166	10	with	with	ADP
cte-616	166	11	the	the	DET
cte-616	166	12	latest	late	ADJ
cte-616	166	13	knowledge	knowledge	NOUN
cte-616	166	14	10	10	NUM
cte-616	166	15	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	166	16	cte	cte	PROPN
cte-616	166	17	workshop	workshop	NOUN
cte-616	166	18	proceedings	proceeding	NOUN
cte-616	166	19	,	,	PUNCT
cte-616	166	20	2024	2024	NUM
cte-616	166	21	,	,	PUNCT
cte-616	166	22	vol	vol	NOUN
cte-616	166	23	.	.	PROPN
cte-616	166	24	11	11	NUM
cte-616	166	25	,	,	PUNCT
cte-616	166	26	pp	pp	ADJ
cte-616	166	27	.	.	PUNCT
cte-616	167	1	4	4	NUM
cte-616	167	2	-	-	SYM
cte-616	167	3	14	14	NUM
cte-616	167	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	167	5	of	of	ADP
cte-616	167	6	ai	ai	PROPN
cte-616	167	7	trends	trend	NOUN
cte-616	167	8	,	,	PUNCT
cte-616	167	9	technologies	technology	NOUN
cte-616	167	10	,	,	PUNCT
cte-616	167	11	applications	application	NOUN
cte-616	167	12	,	,	PUNCT
cte-616	167	13	risks	risk	NOUN
cte-616	167	14	,	,	PUNCT
cte-616	167	15	and	and	CCONJ
cte-616	167	16	potential	potential	ADJ
cte-616	167	17	to	to	PART
cte-616	167	18	improve	improve	VERB
cte-616	167	19	learning	learning	NOUN
cte-616	167	20	and	and	CCONJ
cte-616	167	21	performance	performance	NOUN
cte-616	167	22	can	can	AUX
cte-616	167	23	thus	thus	ADV
cte-616	167	24	increase	increase	VERB
cte-616	167	25	strategic	strategic	ADJ
cte-616	167	26	leadership	leadership	NOUN
cte-616	167	27	capabilities	capability	NOUN
cte-616	167	28	.	.	PUNCT
cte-616	168	1	with	with	ADP
cte-616	168	2	a	a	DET
cte-616	168	3	deep	deep	ADJ
cte-616	168	4	understanding	understanding	NOUN
cte-616	168	5	of	of	ADP
cte-616	168	6	ai	ai	VERB
cte-616	168	7	’s	’s	PART
cte-616	168	8	capabilities	capability	NOUN
cte-616	168	9	and	and	CCONJ
cte-616	168	10	limitations	limitation	NOUN
cte-616	168	11	in	in	ADP
cte-616	168	12	an	an	DET
cte-616	168	13	educational	educational	ADJ
cte-616	168	14	context	context	NOUN
cte-616	168	15	,	,	PUNCT
cte-616	168	16	leaders	leader	NOUN
cte-616	168	17	will	will	AUX
cte-616	168	18	be	be	AUX
cte-616	168	19	better	well	ADV
cte-616	168	20	equipped	equip	VERB
cte-616	168	21	to	to	PART
cte-616	168	22	critically	critically	ADV
cte-616	168	23	evaluate	evaluate	VERB
cte-616	168	24	ai	ai	ADJ
cte-616	168	25	solutions	solution	NOUN
cte-616	168	26	and	and	CCONJ
cte-616	168	27	separate	separate	ADJ
cte-616	168	28	hype	hype	NOUN
cte-616	168	29	from	from	ADP
cte-616	168	30	reality	reality	NOUN
cte-616	168	31	.	.	PUNCT
cte-616	169	1	this	this	DET
cte-616	169	2	informed	informed	ADJ
cte-616	169	3	understanding	understanding	NOUN
cte-616	169	4	allows	allow	VERB
cte-616	169	5	leaders	leader	NOUN
cte-616	169	6	to	to	PART
cte-616	169	7	focus	focus	VERB
cte-616	169	8	investments	investment	NOUN
cte-616	169	9	on	on	ADP
cte-616	169	10	ai	ai	ADJ
cte-616	169	11	applications	application	NOUN
cte-616	169	12	that	that	PRON
cte-616	169	13	closely	closely	ADV
cte-616	169	14	align	align	VERB
cte-616	169	15	with	with	ADP
cte-616	169	16	specific	specific	ADJ
cte-616	169	17	institutional	institutional	ADJ
cte-616	169	18	needs	need	NOUN
cte-616	169	19	,	,	PUNCT
cte-616	169	20	learning	learn	VERB
cte-616	169	21	goals	goal	NOUN
cte-616	169	22	,	,	PUNCT
cte-616	169	23	and	and	CCONJ
cte-616	169	24	values	value	NOUN
cte-616	169	25	[	[	X
cte-616	169	26	13	13	NUM
cte-616	169	27	]	]	PUNCT
cte-616	169	28	.	.	PUNCT
cte-616	170	1	once	once	ADV
cte-616	170	2	the	the	DET
cte-616	170	3	strategic	strategic	ADJ
cte-616	170	4	ai	ai	NOUN
cte-616	170	5	knowledge	knowledge	NOUN
cte-616	170	6	is	be	AUX
cte-616	170	7	in	in	ADP
cte-616	170	8	place	place	NOUN
cte-616	170	9	,	,	PUNCT
cte-616	170	10	managers	manager	NOUN
cte-616	170	11	can	can	AUX
cte-616	170	12	move	move	VERB
cte-616	170	13	to	to	ADP
cte-616	170	14	trial	trial	NOUN
cte-616	170	15	selected	select	VERB
cte-616	170	16	ai	ai	VERB
cte-616	170	17	tools	tool	NOUN
cte-616	170	18	and	and	CCONJ
cte-616	170	19	build	build	VERB
cte-616	170	20	momentum	momentum	NOUN
cte-616	170	21	for	for	ADP
cte-616	170	22	wider	wide	ADJ
cte-616	170	23	adoption	adoption	NOUN
cte-616	170	24	.	.	PUNCT
cte-616	171	1	investing	invest	VERB
cte-616	171	2	in	in	ADP
cte-616	171	3	clear	clear	ADJ
cte-616	171	4	budget	budget	NOUN
cte-616	171	5	allocations	allocation	NOUN
cte-616	171	6	and	and	CCONJ
cte-616	171	7	ensuring	ensure	VERB
cte-616	171	8	buy	buy	NOUN
cte-616	171	9	-	-	PUNCT
cte-616	171	10	in	in	NOUN
cte-616	171	11	from	from	ADP
cte-616	171	12	key	key	ADJ
cte-616	171	13	stakeholders	stakeholder	NOUN
cte-616	171	14	such	such	ADJ
cte-616	171	15	as	as	ADP
cte-616	171	16	teacher	teacher	NOUN
cte-616	171	17	leaders	leader	NOUN
cte-616	171	18	are	be	AUX
cte-616	171	19	important	important	ADJ
cte-616	171	20	initial	initial	ADJ
cte-616	171	21	steps	step	NOUN
cte-616	171	22	.	.	PUNCT
cte-616	172	1	this	this	PRON
cte-616	172	2	helps	help	VERB
cte-616	172	3	organizations	organization	NOUN
cte-616	172	4	move	move	VERB
cte-616	172	5	through	through	ADP
cte-616	172	6	rogers	roger	NOUN
cte-616	172	7	’	'	PUNCT
cte-616	173	1	[	[	X
cte-616	173	2	28	28	NUM
cte-616	173	3	]	]	PUNCT
cte-616	173	4	innovation	innovation	NOUN
cte-616	173	5	phase	phase	NOUN
cte-616	173	6	,	,	PUNCT
cte-616	173	7	building	build	VERB
cte-616	173	8	trust	trust	NOUN
cte-616	173	9	and	and	CCONJ
cte-616	173	10	comfort	comfort	NOUN
cte-616	173	11	with	with	ADP
cte-616	173	12	ai	ai	PROPN
cte-616	173	13	,	,	PUNCT
cte-616	173	14	as	as	SCONJ
cte-616	173	15	initial	initial	ADJ
cte-616	173	16	trials	trial	NOUN
cte-616	173	17	generate	generate	VERB
cte-616	173	18	actionable	actionable	ADJ
cte-616	173	19	insights	insight	NOUN
cte-616	173	20	that	that	PRON
cte-616	173	21	inform	inform	VERB
cte-616	173	22	subsequent	subsequent	ADJ
cte-616	173	23	stages	stage	NOUN
cte-616	173	24	of	of	ADP
cte-616	173	25	implementation	implementation	NOUN
cte-616	173	26	.	.	PUNCT
cte-616	174	1	strengthening	strengthen	VERB
cte-616	174	2	governance	governance	NOUN
cte-616	174	3	requires	require	VERB
cte-616	174	4	,	,	PUNCT
cte-616	174	5	in	in	ADP
cte-616	174	6	addition	addition	NOUN
cte-616	174	7	to	to	ADP
cte-616	174	8	expertise	expertise	NOUN
cte-616	174	9	and	and	CCONJ
cte-616	174	10	funding	funding	NOUN
cte-616	174	11	,	,	PUNCT
cte-616	174	12	oversight	oversight	NOUN
cte-616	174	13	structures	structure	NOUN
cte-616	174	14	and	and	CCONJ
cte-616	174	15	support	support	NOUN
cte-616	174	16	mechanisms	mechanism	NOUN
cte-616	174	17	that	that	PRON
cte-616	174	18	institutionalize	institutionalize	VERB
cte-616	174	19	effective	effective	ADJ
cte-616	174	20	and	and	CCONJ
cte-616	174	21	ethical	ethical	ADJ
cte-616	174	22	governance	governance	NOUN
cte-616	174	23	of	of	ADP
cte-616	174	24	ai	ai	NOUN
cte-616	174	25	.	.	PUNCT
cte-616	175	1	this	this	PRON
cte-616	175	2	includes	include	VERB
cte-616	175	3	establishing	establish	VERB
cte-616	175	4	advisory	advisory	ADJ
cte-616	175	5	boards	board	NOUN
cte-616	175	6	,	,	PUNCT
cte-616	175	7	developing	develop	VERB
cte-616	175	8	clear	clear	ADJ
cte-616	175	9	policies	policy	NOUN
cte-616	175	10	and	and	CCONJ
cte-616	175	11	frameworks	framework	NOUN
cte-616	175	12	for	for	ADP
cte-616	175	13	ethical	ethical	ADJ
cte-616	175	14	and	and	CCONJ
cte-616	175	15	fair	fair	ADJ
cte-616	175	16	ai	ai	NOUN
cte-616	175	17	,	,	PUNCT
cte-616	175	18	developing	develop	VERB
cte-616	175	19	the	the	DET
cte-616	175	20	technical	technical	ADJ
cte-616	175	21	infrastructure	infrastructure	NOUN
cte-616	175	22	to	to	PART
cte-616	175	23	handle	handle	VERB
cte-616	175	24	rapidly	rapidly	ADV
cte-616	175	25	growing	grow	VERB
cte-616	175	26	volumes	volume	NOUN
cte-616	175	27	of	of	ADP
cte-616	175	28	student	student	NOUN
cte-616	175	29	data	datum	NOUN
cte-616	175	30	,	,	PUNCT
cte-616	175	31	and	and	CCONJ
cte-616	175	32	establishing	establish	VERB
cte-616	175	33	professional	professional	ADJ
cte-616	175	34	development	development	NOUN
cte-616	175	35	programs	program	NOUN
cte-616	175	36	for	for	ADP
cte-616	175	37	faculty	faculty	NOUN
cte-616	175	38	and	and	CCONJ
cte-616	175	39	staff	staff	NOUN
cte-616	175	40	to	to	PART
cte-616	175	41	continuously	continuously	ADV
cte-616	175	42	increase	increase	VERB
cte-616	175	43	the	the	DET
cte-616	175	44	capacity	capacity	NOUN
cte-616	175	45	of	of	ADP
cte-616	175	46	ai	ai	ADJ
cte-616	175	47	users	user	NOUN
cte-616	175	48	.	.	PUNCT
cte-616	176	1	providing	provide	VERB
cte-616	176	2	leadership	leadership	NOUN
cte-616	176	3	with	with	ADP
cte-616	176	4	the	the	DET
cte-616	176	5	necessary	necessary	ADJ
cte-616	176	6	expertise	expertise	NOUN
cte-616	176	7	,	,	PUNCT
cte-616	176	8	financial	financial	ADJ
cte-616	176	9	resources	resource	NOUN
cte-616	176	10	,	,	PUNCT
cte-616	176	11	oversight	oversight	NOUN
cte-616	176	12	structures	structure	NOUN
cte-616	176	13	,	,	PUNCT
cte-616	176	14	policy	policy	NOUN
cte-616	176	15	frameworks	framework	NOUN
cte-616	176	16	,	,	PUNCT
cte-616	176	17	technological	technological	ADJ
cte-616	176	18	infrastructure	infrastructure	NOUN
cte-616	176	19	,	,	PUNCT
cte-616	176	20	professional	professional	ADJ
cte-616	176	21	networks	network	NOUN
cte-616	176	22	,	,	PUNCT
cte-616	176	23	and	and	CCONJ
cte-616	176	24	change	change	VERB
cte-616	176	25	management	management	NOUN
cte-616	176	26	capabilities	capability	NOUN
cte-616	176	27	is	be	AUX
cte-616	176	28	critical	critical	ADJ
cte-616	176	29	to	to	ADP
cte-616	176	30	successfully	successfully	ADV
cte-616	176	31	harnessing	harness	VERB
cte-616	176	32	the	the	DET
cte-616	176	33	enormous	enormous	ADJ
cte-616	176	34	but	but	CCONJ
cte-616	176	35	untapped	untapped	ADJ
cte-616	176	36	potential	potential	NOUN
cte-616	176	37	of	of	ADP
cte-616	176	38	ai	ai	VERB
cte-616	176	39	to	to	PART
cte-616	176	40	transform	transform	VERB
cte-616	176	41	higher	high	ADJ
cte-616	176	42	education	education	NOUN
cte-616	176	43	while	while	SCONJ
cte-616	176	44	maintaining	maintain	VERB
cte-616	176	45	institutional	institutional	ADJ
cte-616	176	46	values	value	NOUN
cte-616	176	47	and	and	CCONJ
cte-616	176	48	operating	operate	VERB
cte-616	176	49	with	with	ADP
cte-616	176	50	integrity	integrity	NOUN
cte-616	176	51	and	and	CCONJ
cte-616	176	52	transparency	transparency	NOUN
cte-616	176	53	to	to	ADP
cte-616	176	54	the	the	DET
cte-616	176	55	campus	campus	NOUN
cte-616	176	56	community	community	NOUN
cte-616	176	57	.	.	PUNCT
cte-616	177	1	with	with	ADP
cte-616	177	2	empowered	empower	VERB
cte-616	177	3	leadership	leadership	NOUN
cte-616	177	4	,	,	PUNCT
cte-616	177	5	universities	university	NOUN
cte-616	177	6	can	can	AUX
cte-616	177	7	better	well	ADV
cte-616	177	8	develop	develop	VERB
cte-616	177	9	sustainable	sustainable	ADJ
cte-616	177	10	and	and	CCONJ
cte-616	177	11	humane	humane	ADJ
cte-616	177	12	curricula	curricula	NOUN
cte-616	177	13	for	for	ADP
cte-616	177	14	the	the	DET
cte-616	177	15	responsible	responsible	ADJ
cte-616	177	16	adoption	adoption	NOUN
cte-616	177	17	and	and	CCONJ
cte-616	177	18	implementation	implementation	NOUN
cte-616	177	19	of	of	ADP
cte-616	177	20	ai	ai	VERB
cte-616	177	21	based	base	VERB
cte-616	177	22	on	on	ADP
cte-616	177	23	ethics	ethic	NOUN
cte-616	177	24	,	,	PUNCT
cte-616	177	25	equity	equity	NOUN
cte-616	177	26	,	,	PUNCT
cte-616	177	27	evidence	evidence	NOUN
cte-616	177	28	,	,	PUNCT
cte-616	177	29	and	and	CCONJ
cte-616	177	30	educational	educational	ADJ
cte-616	177	31	excellence	excellence	NOUN
cte-616	177	32	.	.	PUNCT
cte-616	178	1	5	5	X
cte-616	178	2	.	.	X
cte-616	178	3	conclusion	conclusion	NOUN
cte-616	178	4	the	the	DET
cte-616	178	5	findings	finding	NOUN
cte-616	178	6	reveal	reveal	VERB
cte-616	178	7	that	that	SCONJ
cte-616	178	8	while	while	SCONJ
cte-616	178	9	ai	ai	VERB
cte-616	178	10	holds	hold	VERB
cte-616	178	11	enormous	enormous	ADJ
cte-616	178	12	potential	potential	NOUN
cte-616	178	13	to	to	PART
cte-616	178	14	transform	transform	VERB
cte-616	178	15	functions	function	NOUN
cte-616	178	16	like	like	ADP
cte-616	178	17	teaching	teaching	NOUN
cte-616	178	18	,	,	PUNCT
cte-616	178	19	research	research	NOUN
cte-616	178	20	,	,	PUNCT
cte-616	178	21	and	and	CCONJ
cte-616	178	22	administration	administration	NOUN
cte-616	178	23	,	,	PUNCT
cte-616	178	24	major	major	ADJ
cte-616	178	25	technical	technical	ADJ
cte-616	178	26	,	,	PUNCT
cte-616	178	27	ethical	ethical	ADJ
cte-616	178	28	,	,	PUNCT
cte-616	178	29	cultural	cultural	ADJ
cte-616	178	30	and	and	CCONJ
cte-616	178	31	resource	resource	NOUN
cte-616	178	32	barriers	barrier	NOUN
cte-616	178	33	must	must	AUX
cte-616	178	34	still	still	ADV
cte-616	178	35	be	be	AUX
cte-616	178	36	addressed	address	VERB
cte-616	178	37	.	.	PUNCT
cte-616	179	1	key	key	ADJ
cte-616	179	2	opportunities	opportunity	NOUN
cte-616	179	3	include	include	VERB
cte-616	179	4	personalized	personalize	VERB
cte-616	179	5	and	and	CCONJ
cte-616	179	6	adaptive	adaptive	ADJ
cte-616	179	7	learning	learning	NOUN
cte-616	179	8	,	,	PUNCT
cte-616	179	9	automated	automate	VERB
cte-616	179	10	grading	grading	NOUN
cte-616	179	11	,	,	PUNCT
cte-616	179	12	identifying	identify	VERB
cte-616	179	13	at	at	ADP
cte-616	179	14	-	-	PUNCT
cte-616	179	15	risk	risk	NOUN
cte-616	179	16	students	student	NOUN
cte-616	179	17	,	,	PUNCT
cte-616	179	18	accelerating	accelerate	VERB
cte-616	179	19	research	research	NOUN
cte-616	179	20	,	,	PUNCT
cte-616	179	21	and	and	CCONJ
cte-616	179	22	streamlining	streamline	VERB
cte-616	179	23	operations	operation	NOUN
cte-616	179	24	via	via	ADP
cte-616	179	25	chatbots	chatbot	NOUN
cte-616	179	26	.	.	PUNCT
cte-616	180	1	however	however	ADV
cte-616	180	2	,	,	PUNCT
cte-616	180	3	limitations	limitation	NOUN
cte-616	180	4	around	around	ADP
cte-616	180	5	bias	bias	NOUN
cte-616	180	6	,	,	PUNCT
cte-616	180	7	transparency	transparency	NOUN
cte-616	180	8	,	,	PUNCT
cte-616	180	9	and	and	CCONJ
cte-616	180	10	explainability	explainability	NOUN
cte-616	180	11	pose	pose	VERB
cte-616	180	12	risks	risk	NOUN
cte-616	180	13	,	,	PUNCT
cte-616	180	14	along	along	ADP
cte-616	180	15	with	with	ADP
cte-616	180	16	potential	potential	ADJ
cte-616	180	17	resistance	resistance	NOUN
cte-616	180	18	from	from	ADP
cte-616	180	19	faculty	faculty	NOUN
cte-616	180	20	fearing	fear	VERB
cte-616	180	21	job	job	NOUN
cte-616	180	22	loss	loss	NOUN
cte-616	180	23	.	.	PUNCT
cte-616	181	1	sustainable	sustainable	ADJ
cte-616	181	2	implementation	implementation	NOUN
cte-616	181	3	also	also	ADV
cte-616	181	4	requires	require	VERB
cte-616	181	5	substantial	substantial	ADJ
cte-616	181	6	investments	investment	NOUN
cte-616	181	7	in	in	ADP
cte-616	181	8	staff	staff	NOUN
cte-616	181	9	,	,	PUNCT
cte-616	181	10	data	data	NOUN
cte-616	181	11	infrastructure	infrastructure	NOUN
cte-616	181	12	,	,	PUNCT
cte-616	181	13	and	and	CCONJ
cte-616	181	14	governance	governance	NOUN
cte-616	181	15	mechanisms	mechanism	NOUN
cte-616	181	16	.	.	PUNCT
cte-616	182	1	empowered	empower	VERB
cte-616	182	2	leadership	leadership	NOUN
cte-616	182	3	is	be	AUX
cte-616	182	4	critical	critical	ADJ
cte-616	182	5	to	to	PART
cte-616	182	6	advance	advance	VERB
cte-616	182	7	responsible	responsible	ADJ
cte-616	182	8	ai	ai	PROPN
cte-616	182	9	adoption	adoption	NOUN
cte-616	182	10	.	.	PUNCT
cte-616	183	1	university	university	NOUN
cte-616	183	2	administrators	administrator	NOUN
cte-616	183	3	need	need	VERB
cte-616	183	4	strategic	strategic	ADJ
cte-616	183	5	plans	plan	NOUN
cte-616	183	6	aligning	align	VERB
cte-616	183	7	ai	ai	VERB
cte-616	183	8	with	with	ADP
cte-616	183	9	institutional	institutional	ADJ
cte-616	183	10	goals	goal	NOUN
cte-616	183	11	,	,	PUNCT
cte-616	183	12	oversight	oversight	NOUN
cte-616	183	13	structures	structure	NOUN
cte-616	183	14	to	to	PART
cte-616	183	15	ensure	ensure	VERB
cte-616	183	16	accountability	accountability	NOUN
cte-616	183	17	,	,	PUNCT
cte-616	183	18	policies	policy	NOUN
cte-616	183	19	and	and	CCONJ
cte-616	183	20	codes	code	NOUN
cte-616	183	21	of	of	ADP
cte-616	183	22	ethics	ethic	NOUN
cte-616	183	23	,	,	PUNCT
cte-616	183	24	targeted	target	VERB
cte-616	183	25	resources	resource	NOUN
cte-616	183	26	and	and	CCONJ
cte-616	183	27	staffing	staffing	NOUN
cte-616	183	28	,	,	PUNCT
cte-616	183	29	and	and	CCONJ
cte-616	183	30	collaboration	collaboration	NOUN
cte-616	183	31	with	with	ADP
cte-616	183	32	other	other	ADJ
cte-616	183	33	institutions	institution	NOUN
cte-616	183	34	to	to	PART
cte-616	183	35	share	share	VERB
cte-616	183	36	best	good	ADJ
cte-616	183	37	practices	practice	NOUN
cte-616	183	38	.	.	PUNCT
cte-616	184	1	with	with	ADP
cte-616	184	2	expertise	expertise	NOUN
cte-616	184	3	,	,	PUNCT
cte-616	184	4	funding	funding	NOUN
cte-616	184	5	and	and	CCONJ
cte-616	184	6	support	support	NOUN
cte-616	184	7	,	,	PUNCT
cte-616	184	8	leadership	leadership	NOUN
cte-616	184	9	can	can	AUX
cte-616	184	10	foster	foster	VERB
cte-616	184	11	a	a	DET
cte-616	184	12	culture	culture	NOUN
cte-616	184	13	embracing	embrace	VERB
cte-616	184	14	thoughtful	thoughtful	ADJ
cte-616	184	15	ai	ai	PROPN
cte-616	184	16	experimentation	experimentation	NOUN
cte-616	184	17	.	.	PUNCT
cte-616	185	1	they	they	PRON
cte-616	185	2	can	can	AUX
cte-616	185	3	also	also	ADV
cte-616	185	4	demonstrate	demonstrate	VERB
cte-616	185	5	ai	ai	VERB
cte-616	185	6	’s	’s	PART
cte-616	185	7	value	value	NOUN
cte-616	185	8	,	,	PUNCT
cte-616	185	9	promote	promote	VERB
cte-616	185	10	equitable	equitable	ADJ
cte-616	185	11	access	access	NOUN
cte-616	185	12	,	,	PUNCT
cte-616	185	13	and	and	CCONJ
cte-616	185	14	manage	manage	VERB
cte-616	185	15	resources	resource	NOUN
cte-616	185	16	judiciously	judiciously	ADV
cte-616	185	17	.	.	PUNCT
cte-616	186	1	overall	overall	ADV
cte-616	186	2	,	,	PUNCT
cte-616	186	3	while	while	SCONJ
cte-616	186	4	ai	ai	ADV
cte-616	186	5	holds	hold	VERB
cte-616	186	6	transformative	transformative	ADJ
cte-616	186	7	potential	potential	NOUN
cte-616	186	8	,	,	PUNCT
cte-616	186	9	realizing	realize	VERB
cte-616	186	10	the	the	DET
cte-616	186	11	full	full	ADJ
cte-616	186	12	benefits	benefit	NOUN
cte-616	186	13	requires	require	VERB
cte-616	186	14	strong	strong	ADJ
cte-616	186	15	governance	governance	NOUN
cte-616	186	16	,	,	PUNCT
cte-616	186	17	strategic	strategic	ADJ
cte-616	186	18	investment	investment	NOUN
cte-616	186	19	,	,	PUNCT
cte-616	186	20	and	and	CCONJ
cte-616	186	21	a	a	DET
cte-616	186	22	human	human	ADJ
cte-616	186	23	-	-	PUNCT
cte-616	186	24	centric	centric	ADJ
cte-616	186	25	approach	approach	NOUN
cte-616	186	26	leveraging	leverage	VERB
cte-616	186	27	ai	ai	VERB
cte-616	186	28	to	to	PART
cte-616	186	29	augment	augment	VERB
cte-616	186	30	human	human	ADJ
cte-616	186	31	capabilities	capability	NOUN
cte-616	186	32	and	and	CCONJ
cte-616	186	33	educational	educational	ADJ
cte-616	186	34	excellence	excellence	NOUN
cte-616	186	35	.	.	PUNCT
cte-616	187	1	further	further	ADJ
cte-616	187	2	research	research	NOUN
cte-616	187	3	should	should	AUX
cte-616	187	4	continue	continue	VERB
cte-616	187	5	exploring	explore	VERB
cte-616	187	6	implementation	implementation	NOUN
cte-616	187	7	challenges	challenge	NOUN
cte-616	187	8	and	and	CCONJ
cte-616	187	9	solutions	solution	NOUN
cte-616	187	10	across	across	ADP
cte-616	187	11	institutional	institutional	ADJ
cte-616	187	12	contexts	contexts	NOUN
cte-616	187	13	.	.	PUNCT
cte-616	188	1	11	11	NUM
cte-616	188	2	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	188	3	cte	cte	NOUN
cte-616	188	4	workshop	workshop	NOUN
cte-616	188	5	proceedings	proceeding	NOUN
cte-616	188	6	,	,	PUNCT
cte-616	188	7	2024	2024	NUM
cte-616	188	8	,	,	PUNCT
cte-616	188	9	vol	vol	NOUN
cte-616	188	10	.	.	PROPN
cte-616	188	11	11	11	NUM
cte-616	188	12	,	,	PUNCT
cte-616	188	13	pp	pp	ADJ
cte-616	188	14	.	.	PUNCT
cte-616	189	1	4	4	NUM
cte-616	189	2	-	-	SYM
cte-616	189	3	14	14	NUM
cte-616	189	4	https://doi.org/10.55056/cte.616	https://doi.org/10.55056/cte.616	PROPN
cte-616	189	5	acknowledgments	acknowledgment	NOUN
cte-616	189	6	this	this	DET
cte-616	189	7	research	research	NOUN
cte-616	189	8	was	be	AUX
cte-616	189	9	supported	support	VERB
cte-616	189	10	by	by	ADP
cte-616	189	11	the	the	DET
cte-616	189	12	use	use	NOUN
cte-616	189	13	of	of	ADP
cte-616	189	14	ai	ai	VERB
cte-616	189	15	-	-	PUNCT
cte-616	189	16	assisting	assist	VERB
cte-616	189	17	tools	tool	NOUN
cte-616	189	18	(	(	PUNCT
cte-616	189	19	language	language	NOUN
cte-616	189	20	models	model	NOUN
cte-616	189	21	gpt	gpt	VERB
cte-616	189	22	3.5	3.5	NUM
cte-616	189	23	and	and	CCONJ
cte-616	189	24	bard	bard	ADJ
cte-616	189	25	)	)	PUNCT
cte-616	189	26	that	that	PRON
cte-616	189	27	helped	help	VERB
cte-616	189	28	with	with	ADP
cte-616	189	29	searching	search	VERB
cte-616	189	30	,	,	PUNCT
cte-616	189	31	describing	describe	VERB
cte-616	189	32	,	,	PUNCT
cte-616	189	33	and	and	CCONJ
cte-616	189	34	structuring	structure	VERB
cte-616	189	35	the	the	DET
cte-616	189	36	paper	paper	NOUN
cte-616	189	37	.	.	PUNCT
cte-616	190	1	the	the	DET
cte-616	190	2	author	author	NOUN
cte-616	190	3	carefully	carefully	ADV
cte-616	190	4	reviewed	review	VERB
cte-616	190	5	and	and	CCONJ
cte-616	190	6	discussed	discuss	VERB
cte-616	190	7	the	the	DET
cte-616	190	8	generated	generate	VERB
cte-616	190	9	content	content	NOUN
cte-616	190	10	,	,	PUNCT
cte-616	190	11	and	and	CCONJ
cte-616	190	12	removed	remove	VERB
cte-616	190	13	any	any	DET
cte-616	190	14	issues	issue	NOUN
cte-616	190	15	such	such	ADJ
cte-616	190	16	as	as	ADP
cte-616	190	17	fake	fake	ADJ
cte-616	190	18	references	reference	NOUN
cte-616	190	19	or	or	CCONJ
cte-616	190	20	unethical	unethical	ADJ
cte-616	190	21	suggestions	suggestion	NOUN
cte-616	190	22	.	.	PUNCT
cte-616	191	1	the	the	DET
cte-616	191	2	author	author	NOUN
cte-616	191	3	also	also	ADV
cte-616	191	4	revised	revise	VERB
cte-616	191	5	,	,	PUNCT
cte-616	191	6	reformulated	reformulate	VERB
cte-616	191	7	,	,	PUNCT
cte-616	191	8	and	and	CCONJ
cte-616	191	9	cited	cite	VERB
cte-616	191	10	the	the	DET
cte-616	191	11	relevant	relevant	ADJ
cte-616	191	12	concepts	concept	NOUN
cte-616	191	13	that	that	PRON
cte-616	191	14	were	be	AUX
cte-616	191	15	widely	widely	ADV
cte-616	191	16	known	know	VERB
cte-616	191	17	in	in	ADP
cte-616	191	18	the	the	DET
cte-616	191	19	field	field	NOUN
cte-616	191	20	.	.	PUNCT
cte-616	192	1	the	the	DET
cte-616	192	2	author	author	NOUN
cte-616	192	3	acknowledges	acknowledge	VERB
cte-616	192	4	that	that	SCONJ
cte-616	192	5	all	all	DET
cte-616	192	6	the	the	DET
cte-616	192	7	original	original	ADJ
cte-616	192	8	ideas	idea	NOUN
cte-616	192	9	and	and	CCONJ
cte-616	192	10	text	text	NOUN
cte-616	192	11	in	in	ADP
cte-616	192	12	this	this	DET
cte-616	192	13	paper	paper	NOUN
cte-616	192	14	are	be	AUX
cte-616	192	15	their	their	PRON
cte-616	192	16	own	own	ADJ
cte-616	192	17	,	,	PUNCT
cte-616	192	18	and	and	CCONJ
cte-616	192	19	expresses	express	VERB
cte-616	192	20	their	their	PRON
cte-616	192	21	gratitude	gratitude	NOUN
cte-616	192	22	to	to	ADP
cte-616	192	23	the	the	DET
cte-616	192	24	developers	developer	NOUN
cte-616	192	25	of	of	ADP
cte-616	192	26	the	the	DET
cte-616	192	27	ai	ai	NOUN
cte-616	192	28	-	-	PUNCT
cte-616	192	29	assisting	assisting	NOUN
cte-616	192	30	tools	tool	NOUN
cte-616	192	31	and	and	CCONJ
cte-616	192	32	grammarly	grammarly	ADV
cte-616	192	33	for	for	ADP
cte-616	192	34	enabling	enable	VERB
cte-616	192	35	a	a	DET
cte-616	192	36	responsible	responsible	ADJ
cte-616	192	37	and	and	CCONJ
cte-616	192	38	creative	creative	ADJ
cte-616	192	39	use	use	NOUN
cte-616	192	40	of	of	ADP
cte-616	192	41	artificial	artificial	ADJ
cte-616	192	42	intelligence	intelligence	NOUN
cte-616	192	43	in	in	ADP
cte-616	192	44	this	this	DET
cte-616	192	45	research	research	NOUN
cte-616	192	46	.	.	PUNCT
cte-616	193	1	references	reference	NOUN
cte-616	193	2	[	[	X
cte-616	193	3	1	1	NUM
cte-616	193	4	]	]	X
cte-616	193	5	abdous	abdous	ADJ
cte-616	193	6	,	,	PUNCT
cte-616	193	7	m.	m.	NOUN
cte-616	193	8	,	,	PUNCT
cte-616	193	9	2023	2023	NUM
cte-616	193	10	.	.	PUNCT
cte-616	194	1	how	how	SCONJ
cte-616	194	2	ai	ai	AUX
cte-616	194	3	is	be	AUX
cte-616	194	4	shaping	shape	VERB
cte-616	194	5	the	the	DET
cte-616	194	6	future	future	NOUN
cte-616	194	7	of	of	ADP
cte-616	194	8	higher	high	ADJ
cte-616	194	9	ed	ed	NOUN
cte-616	194	10	.	.	PUNCT
cte-616	195	1	available	available	ADJ
cte-616	195	2	from	from	ADP
cte-616	195	3	:	:	PUNCT
cte-616	195	4	https://	https://	PROPN
cte-616	195	5	www.insidehighered.com/views/2023/03/22/how-ai-shaping-future-higher-ed-opinion	www.insidehighered.com/views/2023/03/22/how-ai-shaping-future-higher-ed-opinion	NOUN
cte-616	195	6	.	.	PUNCT
cte-616	196	1	[	[	X
cte-616	196	2	2	2	NUM
cte-616	196	3	]	]	PUNCT
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cte-616	196	5	,	,	PUNCT
cte-616	196	6	s.	s.	PROPN
cte-616	196	7	and	and	CCONJ
cte-616	196	8	greenhow	greenhow	PROPN
cte-616	196	9	,	,	PUNCT
cte-616	196	10	c.	c.	NOUN
cte-616	196	11	,	,	PUNCT
cte-616	196	12	2022	2022	NUM
cte-616	196	13	.	.	PUNCT
cte-616	197	1	artificial	artificial	ADJ
cte-616	197	2	intelligence	intelligence	NOUN
cte-616	197	3	in	in	ADP
cte-616	197	4	education	education	NOUN
cte-616	197	5	:	:	PUNCT
cte-616	197	6	addressing	address	VERB
cte-616	197	7	ethical	ethical	ADJ
cte-616	197	8	challenges	challenge	NOUN
cte-616	197	9	in	in	ADP
cte-616	197	10	k-12	k-12	PROPN
cte-616	197	11	settings	setting	NOUN
cte-616	197	12	.	.	PUNCT
cte-616	198	1	ai	ai	VERB
cte-616	198	2	and	and	CCONJ
cte-616	198	3	ethics	ethic	NOUN
cte-616	198	4	,	,	PUNCT
cte-616	198	5	2(3	2(3	NUM
cte-616	198	6	)	)	PUNCT
cte-616	198	7	,	,	PUNCT
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cte-616	198	9	.	.	PUNCT
cte-616	198	10	available	available	ADJ
cte-616	198	11	from	from	ADP
cte-616	198	12	:	:	PUNCT
cte-616	198	13	https://doi	https://doi	PROPN
cte-616	198	14	.	.	PUNCT
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cte-616	198	16	/	/	SYM
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cte-616	198	18	-	-	PUNCT
cte-616	198	19	021	021	NUM
cte-616	198	20	-	-	PUNCT
cte-616	198	21	00096	00096	NUM
cte-616	198	22	-	-	SYM
cte-616	198	23	7	7	NUM
cte-616	198	24	.	.	PUNCT
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cte-616	199	2	3	3	NUM
cte-616	199	3	]	]	X
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cte-616	199	14	.	.	PUNCT
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cte-616	199	16	technology	technology	NOUN
cte-616	199	17	leadership	leadership	NOUN
cte-616	199	18	:	:	PUNCT
cte-616	199	19	an	an	DET
cte-616	199	20	empirical	empirical	ADJ
cte-616	199	21	investigation	investigation	NOUN
cte-616	199	22	of	of	ADP
cte-616	199	23	prevalence	prevalence	NOUN
cte-616	199	24	and	and	CCONJ
cte-616	199	25	effect	effect	NOUN
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cte-616	200	6	)	)	PUNCT
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cte-616	200	9	.	.	PUNCT
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cte-616	201	2	from	from	ADP
cte-616	201	3	:	:	PUNCT
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cte-616	201	5	.	.	PUNCT
cte-616	202	1	[	[	X
cte-616	202	2	4	4	NUM
cte-616	202	3	]	]	X
cte-616	202	4	artificial	artificial	ADJ
cte-616	202	5	intelligence	intelligence	NOUN
cte-616	202	6	in	in	ADP
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cte-616	202	8	,	,	PUNCT
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cte-616	202	10	.	.	PUNCT
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cte-616	202	12	from	from	ADP
cte-616	202	13	:	:	PUNCT
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cte-616	202	16	-	-	PUNCT
cte-616	202	17	education	education	NOUN
cte-616	202	18	/	/	SYM
cte-616	202	19	artificial	artificial	ADJ
cte-616	202	20	-	-	PUNCT
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cte-616	202	22	.	.	PUNCT
cte-616	203	1	[	[	X
cte-616	203	2	5	5	NUM
cte-616	203	3	]	]	PUNCT
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cte-616	203	5	,	,	PUNCT
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cte-616	203	9	,	,	PUNCT
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cte-616	203	11	,	,	PUNCT
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cte-616	203	21	.	.	PUNCT
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cte-616	203	23	artificial	artificial	ADJ
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cte-616	204	9	,	,	PUNCT
cte-616	204	10	17(1	17(1	NUM
cte-616	204	11	)	)	PUNCT
cte-616	204	12	,	,	PUNCT
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cte-616	204	14	.	.	PUNCT
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cte-616	204	16	from	from	ADP
cte-616	204	17	:	:	PUNCT
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cte-616	204	19	.	.	PUNCT
cte-616	205	1	[	[	X
cte-616	205	2	6	6	NUM
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cte-616	205	5	,	,	PUNCT
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cte-616	205	7	,	,	PUNCT
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cte-616	205	9	.	.	PUNCT
cte-616	206	1	key	key	ADJ
cte-616	206	2	concepts	concept	NOUN
cte-616	206	3	in	in	ADP
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cte-616	206	5	research	research	NOUN
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cte-616	206	7	.	.	PUNCT
cte-616	207	1	in	in	ADP
cte-616	207	2	:	:	PUNCT
cte-616	207	3	d.	d.	PROPN
cte-616	207	4	nestel	nestel	PROPN
cte-616	207	5	,	,	PUNCT
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cte-616	207	8	,	,	PUNCT
cte-616	207	9	k.	k.	PROPN
cte-616	207	10	kunkler	kunkler	PROPN
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cte-616	207	12	m.w	m.w	PROPN
cte-616	207	13	.	.	PROPN
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cte-616	207	15	and	and	CCONJ
cte-616	207	16	a.w	a.w	PROPN
cte-616	207	17	.	.	PROPN
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cte-616	207	21	.	.	PUNCT
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cte-616	207	25	:	:	PUNCT
cte-616	207	26	a	a	DET
cte-616	207	27	practical	practical	ADJ
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cte-616	207	29	.	.	PUNCT
cte-616	208	1	cham	cham	PROPN
cte-616	208	2	:	:	PUNCT
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cte-616	208	6	,	,	PUNCT
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cte-616	208	8	.	.	PUNCT
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cte-616	209	2	from	from	ADP
cte-616	209	3	:	:	PUNCT
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cte-616	209	9	-	-	PUNCT
cte-616	209	10	030	030	NUM
cte-616	209	11	-	-	PUNCT
cte-616	209	12	26837	26837	NUM
cte-616	209	13	-	-	PUNCT
cte-616	209	14	4_10	4_10	NOUN
cte-616	209	15	.	.	PUNCT
cte-616	210	1	[	[	X
cte-616	210	2	7	7	NUM
cte-616	210	3	]	]	X
cte-616	210	4	berkman	berkman	PROPN
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cte-616	210	7	,	,	PUNCT
cte-616	210	8	2023	2023	NUM
cte-616	210	9	.	.	PUNCT
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cte-616	211	2	and	and	CCONJ
cte-616	211	3	governance	governance	NOUN
cte-616	211	4	of	of	ADP
cte-616	211	5	ai	ai	PROPN
cte-616	211	6	.	.	PROPN
cte-616	211	7	available	available	ADJ
cte-616	211	8	from	from	ADP
cte-616	211	9	:	:	PUNCT
cte-616	211	10	https://cyber	https://cyber	PROPN
cte-616	211	11	.	.	PUNCT
cte-616	211	12	harvard.edu/topics/ethics-and-governance-ai	harvard.edu/topics/ethics-and-governance-ai	X
cte-616	211	13	.	.	PUNCT
cte-616	212	1	[	[	X
cte-616	212	2	8	8	NUM
cte-616	212	3	]	]	PUNCT
cte-616	212	4	chamorro	chamorro	PROPN
cte-616	212	5	-	-	PUNCT
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cte-616	212	7	,	,	PUNCT
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cte-616	212	9	,	,	PUNCT
cte-616	212	10	wade	wade	PROPN
cte-616	212	11	,	,	PUNCT
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cte-616	212	13	and	and	CCONJ
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cte-616	212	15	,	,	PUNCT
cte-616	212	16	j.	j.	PROPN
cte-616	212	17	,	,	PUNCT
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cte-616	212	19	.	.	PUNCT
cte-616	213	1	as	as	SCONJ
cte-616	213	2	ai	ai	VERB
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cte-616	213	5	decisions	decision	NOUN
cte-616	213	6	,	,	PUNCT
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cte-616	213	13	.	.	PUNCT
cte-616	214	1	available	available	ADJ
cte-616	214	2	from	from	ADP
cte-616	214	3	:	:	PUNCT
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cte-616	214	5	as	as	ADP
cte-616	214	6	-	-	PUNCT
cte-616	214	7	ai	ai	NOUN
cte-616	214	8	-	-	PUNCT
cte-616	214	9	makes	make	VERB
cte-616	214	10	-	-	PUNCT
cte-616	214	11	more	more	ADJ
cte-616	214	12	-	-	PUNCT
cte-616	214	13	decisions	decision	NOUN
cte-616	214	14	-	-	PUNCT
cte-616	214	15	the	the	DET
cte-616	214	16	-	-	PUNCT
cte-616	214	17	nature	nature	NOUN
cte-616	214	18	-	-	PUNCT
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cte-616	214	20	-	-	PUNCT
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cte-616	214	22	-	-	PUNCT
cte-616	214	23	will	will	AUX
cte-616	214	24	-	-	PUNCT
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cte-616	214	26	.	.	PUNCT
cte-616	215	1	[	[	X
cte-616	215	2	9	9	NUM
cte-616	215	3	]	]	PUNCT
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cte-616	215	5	,	,	PUNCT
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cte-616	215	9	,	,	PUNCT
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cte-616	215	13	.	.	PUNCT
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cte-616	216	2	triangulation	triangulation	NOUN
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cte-616	216	9	.	.	PUNCT
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cte-616	217	2	education	education	PROPN
cte-616	217	3	research	research	NOUN
cte-616	217	4	,	,	PUNCT
cte-616	217	5	28(2	28(2	NUM
cte-616	217	6	)	)	PUNCT
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cte-616	218	10	,	,	PUNCT
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cte-616	218	12	.	.	PROPN
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cte-616	218	15	.	.	PUNCT
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cte-616	218	19	research	research	NOUN
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cte-616	218	21	:	:	PUNCT
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cte-616	218	26	.	.	PUNCT
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cte-616	220	5	:	:	PUNCT
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cte-616	220	8	,	,	PUNCT
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cte-616	220	10	.	.	PUNCT
cte-616	221	1	[	[	X
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cte-616	221	3	]	]	X
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cte-616	221	5	,	,	PUNCT
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cte-616	221	9	,	,	PUNCT
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cte-616	221	11	,	,	PUNCT
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cte-616	221	13	.	.	PUNCT
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cte-616	222	6	:	:	PUNCT
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cte-616	223	6	in	in	ADP
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cte-616	223	9	,	,	PUNCT
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cte-616	223	11	)	)	PUNCT
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cte-616	223	14	.	.	PROPN
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cte-616	223	16	from	from	ADP
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cte-616	223	19	.	.	PUNCT
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cte-616	227	8	,	,	PUNCT
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cte-616	228	1	4	4	NUM
cte-616	228	2	-	-	SYM
cte-616	228	3	14	14	NUM
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cte-616	229	2	12	12	NUM
cte-616	229	3	]	]	X
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cte-616	229	8	.	.	PROPN
cte-616	229	9	,	,	PUNCT
cte-616	229	10	da	da	PROPN
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cte-616	229	13	,	,	PUNCT
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cte-616	229	16	da	da	PROPN
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cte-616	229	18	,	,	PUNCT
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cte-616	229	23	.	.	PUNCT
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cte-616	231	11	a	a	DET
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cte-616	232	6	)	)	PUNCT
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cte-616	233	5	.	.	PUNCT
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cte-616	234	2	-	-	PUNCT
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cte-616	234	4	.	.	PUNCT
cte-616	235	1	[	[	X
cte-616	235	2	13	13	NUM
cte-616	235	3	]	]	X
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cte-616	235	5	,	,	PUNCT
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cte-616	236	17	in	in	ADP
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cte-616	236	20	.	.	PUNCT
cte-616	237	1	smart	smart	ADJ
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cte-616	237	5	10(1	10(1	NUM
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cte-616	237	11	from	from	ADP
cte-616	237	12	:	:	PUNCT
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cte-616	237	15	-	-	PUNCT
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cte-616	237	17	-	-	PUNCT
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cte-616	237	19	-	-	SYM
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cte-616	238	9	.	.	PUNCT
cte-616	239	1	fairness	fairness	NOUN
cte-616	239	2	and	and	CCONJ
cte-616	239	3	bias	bias	NOUN
cte-616	239	4	in	in	ADP
cte-616	239	5	artificial	artificial	ADJ
cte-616	239	6	intelligence	intelligence	NOUN
cte-616	239	7	:	:	PUNCT
cte-616	239	8	a	a	DET
cte-616	239	9	brief	brief	ADJ
cte-616	239	10	survey	survey	NOUN
cte-616	239	11	of	of	ADP
cte-616	239	12	sources	source	NOUN
cte-616	239	13	,	,	PUNCT
cte-616	239	14	impacts	impact	NOUN
cte-616	239	15	,	,	PUNCT
cte-616	239	16	and	and	CCONJ
cte-616	239	17	mitigation	mitigation	NOUN
cte-616	239	18	strategies	strategy	NOUN
cte-616	239	19	.	.	PUNCT
cte-616	240	1	available	available	ADJ
cte-616	240	2	from	from	ADP
cte-616	240	3	:	:	PUNCT
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cte-616	240	5	.	.	PUNCT
cte-616	240	6	07683	07683	NUM
cte-616	240	7	.	.	PUNCT
cte-616	241	1	[	[	X
cte-616	241	2	15	15	NUM
cte-616	241	3	]	]	PUNCT
cte-616	241	4	flanagan	flanagan	NOUN
cte-616	241	5	,	,	PUNCT
cte-616	241	6	l.	l.	PROPN
cte-616	241	7	and	and	CCONJ
cte-616	241	8	jacobsen	jacobsen	PROPN
cte-616	241	9	,	,	PUNCT
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cte-616	241	11	,	,	PUNCT
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cte-616	241	13	.	.	PUNCT
cte-616	242	1	technology	technology	NOUN
cte-616	242	2	leadership	leadership	NOUN
cte-616	242	3	for	for	ADP
cte-616	242	4	the	the	DET
cte-616	242	5	twenty	twenty	NUM
cte-616	242	6	-	-	PUNCT
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cte-616	242	8	century	century	NOUN
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cte-616	242	10	.	.	PUNCT
cte-616	243	1	journal	journal	NOUN
cte-616	243	2	of	of	ADP
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cte-616	243	4	administration	administration	NOUN
cte-616	243	5	,	,	PUNCT
cte-616	243	6	41(2	41(2	NUM
cte-616	243	7	)	)	PUNCT
cte-616	243	8	,	,	PUNCT
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cte-616	243	12	from	from	ADP
cte-616	243	13	:	:	PUNCT
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cte-616	243	15	.	.	PUNCT
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cte-616	244	2	16	16	NUM
cte-616	244	3	]	]	PUNCT
cte-616	244	4	gandomi	gandomi	NOUN
cte-616	244	5	,	,	PUNCT
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cte-616	244	7	and	and	CCONJ
cte-616	244	8	haider	haider	PROPN
cte-616	244	9	,	,	PUNCT
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cte-616	244	11	,	,	PUNCT
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cte-616	244	13	.	.	PUNCT
cte-616	245	1	beyond	beyond	ADP
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cte-616	245	4	:	:	PUNCT
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cte-616	245	7	concepts	concept	NOUN
cte-616	245	8	,	,	PUNCT
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cte-616	245	10	,	,	PUNCT
cte-616	245	11	and	and	CCONJ
cte-616	245	12	analytics	analytic	NOUN
cte-616	245	13	.	.	PUNCT
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cte-616	246	2	journal	journal	PROPN
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cte-616	246	4	information	information	NOUN
cte-616	246	5	management	management	NOUN
cte-616	246	6	,	,	PUNCT
cte-616	246	7	35(2	35(2	NUM
cte-616	246	8	)	)	PUNCT
cte-616	246	9	,	,	PUNCT
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cte-616	246	11	.	.	PUNCT
cte-616	246	12	available	available	ADJ
cte-616	246	13	from	from	ADP
cte-616	246	14	:	:	PUNCT
cte-616	246	15	https://doi.org/10.1016/j.ijinfomgt.2014.10.007	https://doi.org/10.1016/j.ijinfomgt.2014.10.007	NOUN
cte-616	246	16	.	.	PUNCT
cte-616	247	1	[	[	X
cte-616	247	2	17	17	NUM
cte-616	247	3	]	]	X
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cte-616	247	5	,	,	PUNCT
cte-616	247	6	t.	t.	PROPN
cte-616	247	7	,	,	PUNCT
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cte-616	247	9	.	.	PUNCT
cte-616	248	1	the	the	DET
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cte-616	248	3	of	of	ADP
cte-616	248	4	ai	ai	PROPN
cte-616	248	5	ethics	ethic	NOUN
cte-616	248	6	:	:	PUNCT
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cte-616	248	11	.	.	PUNCT
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cte-616	249	2	and	and	CCONJ
cte-616	249	3	machines	machine	NOUN
cte-616	249	4	,	,	PUNCT
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cte-616	249	6	)	)	PUNCT
cte-616	249	7	,	,	PUNCT
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cte-616	249	9	.	.	PUNCT
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cte-616	249	11	from	from	ADP
cte-616	249	12	:	:	PUNCT
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cte-616	249	14	.	.	PUNCT
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cte-616	250	9	.	.	PUNCT
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cte-616	250	12	:	:	PUNCT
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cte-616	251	2	journal	journal	PROPN
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cte-616	251	8	)	)	PUNCT
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cte-616	251	11	.	.	PUNCT
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cte-616	251	14	:	:	PUNCT
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cte-616	252	3	]	]	X
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cte-616	252	9	.	.	PUNCT
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cte-616	254	2	from	from	ADP
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cte-616	254	8	-	-	PUNCT
cte-616	254	9	online	online	NOUN
cte-616	254	10	-	-	PUNCT
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cte-616	254	12	-	-	PUNCT
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cte-616	254	14	-	-	PUNCT
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cte-616	254	16	-	-	PUNCT
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cte-616	254	18	-	-	PUNCT
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cte-616	254	20	-	-	NOUN
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cte-616	254	22	.	.	PUNCT
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cte-616	255	2	20	20	NUM
cte-616	255	3	]	]	X
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cte-616	255	5	,	,	PUNCT
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cte-616	255	14	,	,	PUNCT
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cte-616	255	25	,	,	PUNCT
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cte-616	255	30	.	.	PUNCT
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cte-616	258	5	:	:	PUNCT
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cte-616	259	3	]	]	X
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cte-616	259	5	&	&	CCONJ
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cte-616	259	7	,	,	PUNCT
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cte-616	259	9	.	.	PUNCT
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cte-616	260	2	is	be	AUX
cte-616	260	3	ai	ai	ADJ
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cte-616	260	6	from	from	ADP
cte-616	260	7	:	:	PUNCT
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cte-616	260	10	-	-	PUNCT
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cte-616	260	12	/	/	SYM
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cte-616	260	16	/	/	SYM
cte-616	260	17	what	what	PRON
cte-616	260	18	-	-	PUNCT
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cte-616	260	20	-	-	PUNCT
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cte-616	261	3	]	]	X
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cte-616	261	9	.	.	PUNCT
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cte-616	262	2	ai	ai	NOUN
cte-616	262	3	:	:	PUNCT
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cte-616	262	5	systems	system	NOUN
cte-616	262	6	,	,	PUNCT
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cte-616	262	8	agents	agent	NOUN
cte-616	262	9	,	,	PUNCT
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cte-616	262	12	,	,	PUNCT
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cte-616	262	17	language	language	NOUN
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cte-616	263	2	:	:	PUNCT
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cte-616	264	2	from	from	ADP
cte-616	264	3	:	:	PUNCT
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cte-616	265	14	,	,	PUNCT
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cte-616	265	18	.	.	PUNCT
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cte-616	266	3	for	for	ADP
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cte-616	266	7	:	:	PUNCT
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cte-616	266	13	-	-	ADJ
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cte-616	266	16	.	.	PUNCT
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cte-616	267	7	a	a	DET
cte-616	267	8	:	:	PUNCT
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cte-616	267	10	,	,	PUNCT
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cte-616	267	12	and	and	CCONJ
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cte-616	267	17	)	)	PUNCT
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cte-616	268	3	:	:	PUNCT
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cte-616	270	1	the	the	DET
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cte-616	270	4	of	of	ADP
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cte-616	270	8	stem	stem	NOUN
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cte-616	270	10	education	education	NOUN
cte-616	270	11	:	:	PUNCT
cte-616	270	12	a	a	DET
cte-616	270	13	critical	critical	ADJ
cte-616	270	14	review	review	NOUN
cte-616	270	15	.	.	PUNCT
cte-616	271	1	international	international	ADJ
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cte-616	271	6	technovation	technovation	NOUN
cte-616	271	7	,	,	PUNCT
cte-616	271	8	5(5	5(5	NUM
cte-616	271	9	)	)	PUNCT
cte-616	271	10	,	,	PUNCT
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cte-616	271	12	.	.	PUNCT
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cte-616	272	3	:	:	PUNCT
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cte-616	273	2	25	25	NUM
cte-616	273	3	]	]	PUNCT
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cte-616	273	5	,	,	PUNCT
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cte-616	273	9	.	.	PUNCT
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cte-616	274	4	in	in	ADP
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cte-616	274	6	education	education	NOUN
cte-616	274	7	that	that	PRON
cte-616	274	8	can	can	AUX
cte-616	274	9	inspire	inspire	VERB
cte-616	274	10	our	our	PRON
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cte-616	275	1	available	available	ADJ
cte-616	275	2	from	from	ADP
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cte-616	276	1	https://doi.org/10.48550/arxiv.2304.07683	https://doi.org/10.48550/arxiv.2304.07683	PROPN
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cte-616	277	16	-	-	PUNCT
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cte-616	283	10	-	-	PUNCT
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cte-616	283	12	-	-	PUNCT
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cte-616	283	14	-	-	PUNCT
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cte-616	287	5	,	,	PUNCT
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cte-616	287	9	,	,	PUNCT
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cte-616	289	8	,	,	PUNCT
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cte-616	296	1	available	available	ADJ
cte-616	296	2	from	from	ADP
cte-616	296	3	:	:	PUNCT
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cte-616	296	5	:	:	PUNCT
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cte-616	296	13	-	-	PUNCT
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cte-616	296	15	-	-	PUNCT
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cte-616	301	4	(	(	PUNCT
cte-616	301	5	ai	ai	NOUN
cte-616	301	6	)	)	PUNCT
cte-616	301	7	in	in	ADP
cte-616	301	8	education	education	NOUN
cte-616	301	9	.	.	PUNCT
cte-616	302	1	(	(	PUNCT
cte-616	302	2	oecd	oecd	PROPN
cte-616	302	3	education	education	NOUN
cte-616	302	4	working	work	VERB
cte-616	302	5	papers	paper	NOUN
cte-616	302	6	218	218	NUM
cte-616	302	7	)	)	PUNCT
cte-616	302	8	.	.	PUNCT
cte-616	303	1	paris	paris	PROPN
cte-616	303	2	:	:	PUNCT
cte-616	304	1	oecd	oecd	PROPN
cte-616	304	2	publishing	publishing	PROPN
cte-616	304	3	.	.	PUNCT
cte-616	305	1	available	available	ADJ
cte-616	305	2	from	from	ADP
cte-616	305	3	:	:	PUNCT
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cte-616	305	5	.	.	PUNCT
cte-616	306	1	[	[	X
cte-616	306	2	34	34	NUM
cte-616	306	3	]	]	SYM
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cte-616	306	5	,	,	PUNCT
cte-616	306	6	p.	p.	PROPN
cte-616	306	7	,	,	PUNCT
cte-616	306	8	menini	menini	PROPN
cte-616	306	9	,	,	PUNCT
cte-616	306	10	s.	s.	PROPN
cte-616	306	11	and	and	CCONJ
cte-616	306	12	tonelli	tonelli	PROPN
cte-616	306	13	,	,	PUNCT
cte-616	306	14	s.	s.	PROPN
cte-616	306	15	,	,	PUNCT
cte-616	306	16	2021	2021	NUM
cte-616	306	17	.	.	PUNCT
cte-616	307	1	an	an	DET
cte-616	307	2	ai	ai	NOUN
cte-616	307	3	-	-	PUNCT
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cte-616	307	5	system	system	NOUN
cte-616	307	6	for	for	ADP
cte-616	307	7	formative	formative	ADJ
cte-616	307	8	and	and	CCONJ
cte-616	307	9	summative	summative	ADJ
cte-616	307	10	assessment	assessment	NOUN
cte-616	307	11	in	in	ADP
cte-616	307	12	data	datum	NOUN
cte-616	307	13	science	science	NOUN
cte-616	307	14	courses	course	NOUN
cte-616	307	15	.	.	PUNCT
cte-616	308	1	international	international	ADJ
cte-616	308	2	journal	journal	PROPN
cte-616	308	3	of	of	ADP
cte-616	308	4	artificial	artificial	ADJ
cte-616	308	5	intelligence	intelligence	NOUN
cte-616	308	6	in	in	ADP
cte-616	308	7	education	education	NOUN
cte-616	308	8	,	,	PUNCT
cte-616	308	9	31(2	31(2	NUM
cte-616	308	10	)	)	PUNCT
cte-616	308	11	,	,	PUNCT
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cte-616	308	13	.	.	PUNCT
cte-616	308	14	available	available	ADJ
cte-616	308	15	from	from	ADP
cte-616	308	16	:	:	PUNCT
cte-616	308	17	https://doi.org/10.1007/s40593-020-00230-2	https://doi.org/10.1007/s40593-020-00230-2	NUM
cte-616	308	18	.	.	PUNCT
cte-616	309	1	[	[	X
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cte-616	309	3	]	]	X
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cte-616	309	5	,	,	PUNCT
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cte-616	309	7	,	,	PUNCT
cte-616	309	8	2021	2021	NUM
cte-616	309	9	.	.	PUNCT
cte-616	310	1	artificial	artificial	ADJ
cte-616	310	2	intelligence	intelligence	NOUN
cte-616	310	3	in	in	ADP
cte-616	310	4	educational	educational	ADJ
cte-616	310	5	leadership	leadership	NOUN
cte-616	310	6	:	:	PUNCT
cte-616	310	7	a	a	DET
cte-616	310	8	symbiotic	symbiotic	ADJ
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cte-616	310	10	of	of	ADP
cte-616	310	11	human	human	ADJ
cte-616	310	12	-	-	PUNCT
cte-616	310	13	artificial	artificial	ADJ
cte-616	310	14	intelligence	intelligence	NOUN
cte-616	310	15	decision	decision	NOUN
cte-616	310	16	-	-	PUNCT
cte-616	310	17	making	making	NOUN
cte-616	310	18	.	.	PUNCT
cte-616	311	1	journal	journal	NOUN
cte-616	311	2	of	of	ADP
cte-616	311	3	educational	educational	ADJ
cte-616	311	4	administration	administration	NOUN
cte-616	311	5	,	,	PUNCT
cte-616	311	6	59(3	59(3	NUM
cte-616	311	7	)	)	PUNCT
cte-616	311	8	,	,	PUNCT
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cte-616	312	2	.	.	PUNCT
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cte-616	313	2	from	from	ADP
cte-616	313	3	:	:	PUNCT
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cte-616	313	5	.	.	PUNCT
cte-616	314	1	[	[	X
cte-616	314	2	36	36	NUM
cte-616	314	3	]	]	X
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cte-616	314	5	,	,	PUNCT
cte-616	314	6	w.	w.	PROPN
cte-616	314	7	and	and	CCONJ
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cte-616	314	9	,	,	PUNCT
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cte-616	315	2	of	of	ADP
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cte-616	315	4	fourth	fourth	ADJ
cte-616	315	5	industrial	industrial	ADJ
cte-616	315	6	age	age	NOUN
cte-616	315	7	for	for	ADP
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cte-616	315	9	education	education	NOUN
cte-616	315	10	.	.	PUNCT
cte-616	316	1	the	the	DET
cte-616	316	2	thinker	thinker	NOUN
cte-616	316	3	,	,	PUNCT
cte-616	316	4	73	73	NUM
cte-616	316	5	,	,	PUNCT
cte-616	316	6	pp.12–17	pp.12–17	ADJ
cte-616	316	7	.	.	PUNCT
cte-616	317	1	available	available	ADJ
cte-616	317	2	from	from	ADP
cte-616	317	3	:	:	PUNCT
cte-616	317	4	https://ssrn.com/abstract=3225331	https://ssrn.com/abstract=3225331	X
cte-616	317	5	.	.	PUNCT
cte-616	318	1	[	[	X
cte-616	318	2	37	37	NUM
cte-616	318	3	]	]	X
cte-616	318	4	zheng	zheng	PROPN
cte-616	318	5	,	,	PUNCT
cte-616	318	6	h.	h.	PROPN
cte-616	318	7	and	and	CCONJ
cte-616	318	8	webber	webber	PROPN
cte-616	318	9	,	,	PUNCT
cte-616	318	10	k.	k.	PROPN
cte-616	318	11	,	,	PUNCT
cte-616	318	12	2023	2023	NUM
cte-616	318	13	.	.	PUNCT
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cte-616	319	2	in	in	ADP
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cte-616	319	5	:	:	PUNCT
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cte-616	319	10	.	.	PUNCT
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cte-616	320	2	from	from	ADP
cte-616	320	3	:	:	PUNCT
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cte-616	320	5	ai	ai	NOUN
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cte-616	320	12	-	-	PUNCT
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cte-616	320	14	-	-	PUNCT
cte-616	320	15	for	for	ADP
cte-616	320	16	-	-	PUNCT
cte-616	320	17	institutional	institutional	ADJ
cte-616	320	18	-	-	PUNCT
cte-616	320	19	research	research	NOUN
cte-616	320	20	.	.	PUNCT
cte-616	321	1	14	14	NUM
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cte-616	321	7	https://cyber.harvard.edu/story/2021-05/how-artificial-intelligence-impacts-marginalised-groups	https://cyber.harvard.edu/story/2021-05/how-artificial-intelligence-impacts-marginalised-groups	ADP
cte-616	321	8	https://doi.org/10.34028/18/4/8	https://doi.org/10.34028/18/4/8	NOUN
cte-616	321	9	https://doi.org/10.34028/18/4/8	https://doi.org/10.34028/18/4/8	NOUN
cte-616	321	10	https://www.cmu.edu/news/stories/archives/2020/may/intelligent-tutors.html	https://www.cmu.edu/news/stories/archives/2020/may/intelligent-tutors.html	PROPN
cte-616	321	11	https://www.cmu.edu/news/stories/archives/2020/may/intelligent-tutors.html	https://www.cmu.edu/news/stories/archives/2020/may/intelligent-tutors.html	PROPN
cte-616	321	12	https://news.mit.edu/2020/artificial-intelligence-identifies-new-antibiotic-0220	https://news.mit.edu/2020/artificial-intelligence-identifies-new-antibiotic-0220	NOUN
cte-616	321	13	https://news.mit.edu/2020/artificial-intelligence-identifies-new-antibiotic-0220	https://news.mit.edu/2020/artificial-intelligence-identifies-new-antibiotic-0220	NOUN
cte-616	321	14	https://doi.org/10.1108/ijem-06-2021-0251	https://doi.org/10.1108/ijem-06-2021-0251	ADJ
cte-616	321	15	https://doi.org/10.1108/ijem-06-2021-0251	https://doi.org/10.1108/ijem-06-2021-0251	PROPN
cte-616	321	16	https://doi.org/10.1787/a6c90fa9-en	https://doi.org/10.1787/a6c90fa9-en	NOUN
cte-616	321	17	https://doi.org/10.1007/s40593-020-00230-2	https://doi.org/10.1007/s40593-020-00230-2	PROPN
cte-616	321	18	https://doi.org/10.1108/jea-10-2020-0216	https://doi.org/10.1108/jea-10-2020-0216	VERB
cte-616	321	19	https://ssrn.com/abstract=3225331	https://ssrn.com/abstract=3225331	NUM
cte-616	321	20	https://www.airweb.org/article/2023/03/30/ai-in-higher-education-implications-for-institutional-research	https://www.airweb.org/article/2023/03/30/ai-in-higher-education-implications-for-institutional-research	NOUN
cte-616	321	21	https://www.airweb.org/article/2023/03/30/ai-in-higher-education-implications-for-institutional-research	https://www.airweb.org/article/2023/03/30/ai-in-higher-education-implications-for-institutional-research	NOUN
cte-616	321	22	1	1	NUM
cte-616	321	23	introduction	introduction	NOUN
cte-616	321	24	2	2	NUM
cte-616	321	25	theoretical	theoretical	ADJ
cte-616	321	26	framework	framework	NOUN
cte-616	321	27	3	3	NUM
cte-616	321	28	research	research	NOUN
cte-616	321	29	methodology	methodology	NOUN
cte-616	321	30	4	4	NUM
cte-616	321	31	findings	finding	VERB
cte-616	321	32	4.1	4.1	NUM
cte-616	321	33	the	the	DET
cte-616	321	34	transformative	transformative	ADJ
cte-616	321	35	potential	potential	NOUN
cte-616	321	36	of	of	ADP
cte-616	321	37	ai	ai	VERB
cte-616	321	38	in	in	ADP
cte-616	321	39	higher	high	ADJ
cte-616	321	40	education	education	NOUN
cte-616	321	41	4.2	4.2	NUM
cte-616	321	42	key	key	ADJ
cte-616	321	43	leadership	leadership	NOUN
cte-616	321	44	roles	role	NOUN
cte-616	321	45	in	in	ADP
cte-616	321	46	ai	ai	ADJ
cte-616	321	47	adoption	adoption	NOUN
cte-616	321	48	4.3	4.3	NUM
cte-616	321	49	ai	ai	PROPN
cte-616	321	50	technology	technology	NOUN
cte-616	321	51	management	management	NOUN
cte-616	321	52	4.4	4.4	NUM
cte-616	321	53	providing	provide	VERB
cte-616	321	54	leadership	leadership	NOUN
cte-616	321	55	to	to	PART
cte-616	321	56	succeed	succeed	VERB
cte-616	321	57	in	in	ADP
cte-616	321	58	ai	ai	PROPN
cte-616	321	59	5	5	NUM
cte-616	321	60	conclusion	conclusion	NOUN