id	sid	tid	token	lemma	pos
easat-3676	1	1	edelweiss	edelweiss	PROPN
easat-3676	1	2	applied	apply	VERB
easat-3676	1	3	science	science	NOUN
easat-3676	1	4	and	and	CCONJ
easat-3676	1	5	technology	technology	NOUN
easat-3676	1	6	issn	issn	PROPN
easat-3676	1	7	:	:	PUNCT
easat-3676	1	8	2576	2576	NUM
easat-3676	1	9	-	-	SYM
easat-3676	1	10	8484	8484	NUM
easat-3676	1	11	vol	vol	NOUN
easat-3676	1	12	.	.	PROPN
easat-3676	1	13	8	8	NUM
easat-3676	1	14	,	,	PUNCT
easat-3676	1	15	no	no	INTJ
easat-3676	1	16	.	.	NOUN
easat-3676	1	17	6	6	NUM
easat-3676	1	18	,	,	PUNCT
easat-3676	1	19	7675	7675	NUM
easat-3676	1	20	-	-	SYM
easat-3676	1	21	7685	7685	NUM
easat-3676	1	22	2024	2024	NUM
easat-3676	1	23	publisher	publisher	NOUN
easat-3676	1	24	:	:	PUNCT
easat-3676	1	25	learning	learn	VERB
easat-3676	1	26	gate	gate	NOUN
easat-3676	1	27	doi	doi	PROPN
easat-3676	1	28	:	:	PUNCT
easat-3676	1	29	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	1	30	©	©	ADP
easat-3676	1	31	2024	2024	NUM
easat-3676	1	32	by	by	ADP
easat-3676	1	33	the	the	DET
easat-3676	1	34	authors	author	NOUN
easat-3676	1	35	;	;	PUNCT
easat-3676	1	36	licensee	licensee	PROPN
easat-3676	1	37	learning	learning	NOUN
easat-3676	1	38	gate	gate	NOUN
easat-3676	1	39	©	©	PROPN
easat-3676	1	40	2024	2024	NUM
easat-3676	1	41	by	by	ADP
easat-3676	1	42	the	the	DET
easat-3676	1	43	authors	author	NOUN
easat-3676	1	44	;	;	PUNCT
easat-3676	1	45	licensee	licensee	PROPN
easat-3676	1	46	learning	learn	VERB
easat-3676	1	47	gate	gate	NOUN
easat-3676	1	48	*	*	PUNCT
easat-3676	1	49	correspondence	correspondence	NOUN
easat-3676	1	50	:	:	PUNCT
easat-3676	1	51	20220723@novaims.unl.pt	20220723@novaims.unl.pt	NUM
easat-3676	1	52	collaborative	collaborative	ADJ
easat-3676	1	53	automated	automate	VERB
easat-3676	1	54	machine	machine	NOUN
easat-3676	1	55	learning	learning	NOUN
easat-3676	1	56	(	(	PUNCT
easat-3676	1	57	automl	automl	NOUN
easat-3676	1	58	)	)	PUNCT
easat-3676	1	59	process	process	NOUN
easat-3676	1	60	framework	framework	NOUN
easat-3676	1	61	johnas	johnas	PROPN
easat-3676	1	62	camillius	camillius	PROPN
easat-3676	1	63	chami1	chami1	PROPN
easat-3676	1	64	*	*	PROPN
easat-3676	1	65	,	,	PUNCT
easat-3676	1	66	vitor	vitor	PROPN
easat-3676	1	67	santos2	santos2	PROPN
easat-3676	1	68	1,2nova	1,2nova	NUM
easat-3676	1	69	ims	ims	PROPN
easat-3676	1	70	nova	nova	PROPN
easat-3676	1	71	universidade	universidade	PROPN
easat-3676	1	72	de	de	PROPN
easat-3676	1	73	lisboa	lisboa	PROPN
easat-3676	1	74	,	,	PUNCT
easat-3676	1	75	portugal	portugal	PROPN
easat-3676	1	76	;	;	PUNCT
easat-3676	1	77	20220723@novaims.unl.pt	20220723@novaims.unl.pt	NUM
easat-3676	1	78	(	(	PUNCT
easat-3676	1	79	j.c.c	j.c.c	NOUN
easat-3676	1	80	.	.	PUNCT
easat-3676	1	81	)	)	PUNCT
easat-3676	2	1	vsantos@novaims.unl.pt	vsantos@novaims.unl.pt	NOUN
easat-3676	2	2	(	(	PUNCT
easat-3676	2	3	v.s.	v.s.	ADJ
easat-3676	2	4	)	)	PUNCT
easat-3676	2	5	.	.	PUNCT
easat-3676	3	1	abstract	abstract	ADV
easat-3676	3	2	:	:	PUNCT
easat-3676	3	3	in	in	SCONJ
easat-3676	3	4	the	the	DET
easat-3676	3	5	face	face	NOUN
easat-3676	3	6	of	of	ADP
easat-3676	3	7	rapid	rapid	ADJ
easat-3676	3	8	technological	technological	ADJ
easat-3676	3	9	advancements	advancement	NOUN
easat-3676	3	10	and	and	CCONJ
easat-3676	3	11	digital	digital	ADJ
easat-3676	3	12	disruption	disruption	NOUN
easat-3676	3	13	,	,	PUNCT
easat-3676	3	14	small	small	ADJ
easat-3676	3	15	and	and	CCONJ
easat-3676	3	16	medium	medium	ADJ
easat-3676	3	17	enterprises	enterprise	NOUN
easat-3676	3	18	(	(	PUNCT
easat-3676	3	19	smes	sme	NOUN
easat-3676	3	20	)	)	PUNCT
easat-3676	3	21	grapple	grapple	ADJ
easat-3676	3	22	with	with	ADP
easat-3676	3	23	integrating	integrate	VERB
easat-3676	3	24	data	data	NOUN
easat-3676	3	25	-	-	PUNCT
easat-3676	3	26	driven	drive	VERB
easat-3676	3	27	practices	practice	NOUN
easat-3676	3	28	essential	essential	ADJ
easat-3676	3	29	for	for	ADP
easat-3676	3	30	competitiveness	competitiveness	NOUN
easat-3676	3	31	and	and	CCONJ
easat-3676	3	32	growth	growth	NOUN
easat-3676	3	33	.	.	PUNCT
easat-3676	4	1	unlike	unlike	ADP
easat-3676	4	2	large	large	ADJ
easat-3676	4	3	corporations	corporation	NOUN
easat-3676	4	4	,	,	PUNCT
easat-3676	4	5	smes	sme	NOUN
easat-3676	4	6	often	often	ADV
easat-3676	4	7	lack	lack	VERB
easat-3676	4	8	the	the	DET
easat-3676	4	9	resources	resource	NOUN
easat-3676	4	10	and	and	CCONJ
easat-3676	4	11	technical	technical	ADJ
easat-3676	4	12	expertise	expertise	NOUN
easat-3676	4	13	to	to	PART
easat-3676	4	14	implement	implement	VERB
easat-3676	4	15	sophisticated	sophisticated	ADJ
easat-3676	4	16	data	datum	NOUN
easat-3676	4	17	analytics	analytic	NOUN
easat-3676	4	18	and	and	CCONJ
easat-3676	4	19	machine	machine	NOUN
easat-3676	4	20	learning	learn	VERB
easat-3676	4	21	solutions	solution	NOUN
easat-3676	4	22	.	.	PUNCT
easat-3676	5	1	this	this	DET
easat-3676	5	2	study	study	NOUN
easat-3676	5	3	addresses	address	VERB
easat-3676	5	4	the	the	DET
easat-3676	5	5	identified	identify	VERB
easat-3676	5	6	gap	gap	NOUN
easat-3676	5	7	by	by	ADP
easat-3676	5	8	developing	develop	VERB
easat-3676	5	9	a	a	DET
easat-3676	5	10	collaborative	collaborative	ADJ
easat-3676	5	11	automated	automate	VERB
easat-3676	5	12	machine	machine	NOUN
easat-3676	5	13	learning	learning	NOUN
easat-3676	5	14	(	(	PUNCT
easat-3676	5	15	automl	automl	NOUN
easat-3676	5	16	)	)	PUNCT
easat-3676	5	17	process	process	NOUN
easat-3676	5	18	framework	framework	NOUN
easat-3676	5	19	tailored	tailor	VERB
easat-3676	5	20	to	to	ADP
easat-3676	5	21	the	the	DET
easat-3676	5	22	unique	unique	ADJ
easat-3676	5	23	needs	need	NOUN
easat-3676	5	24	of	of	ADP
easat-3676	5	25	smes	sme	NOUN
easat-3676	5	26	.	.	PUNCT
easat-3676	6	1	leveraging	leverage	VERB
easat-3676	6	2	design	design	NOUN
easat-3676	6	3	science	science	NOUN
easat-3676	6	4	research	research	NOUN
easat-3676	6	5	methodology	methodology	NOUN
easat-3676	6	6	,	,	PUNCT
easat-3676	6	7	the	the	DET
easat-3676	6	8	research	research	NOUN
easat-3676	6	9	conceptualizes	conceptualize	VERB
easat-3676	6	10	,	,	PUNCT
easat-3676	6	11	designs	design	NOUN
easat-3676	6	12	,	,	PUNCT
easat-3676	6	13	and	and	CCONJ
easat-3676	6	14	validates	validate	VERB
easat-3676	6	15	an	an	DET
easat-3676	6	16	accessible	accessible	ADJ
easat-3676	6	17	automl	automl	NOUN
easat-3676	6	18	tool	tool	NOUN
easat-3676	6	19	that	that	PRON
easat-3676	6	20	automates	automate	VERB
easat-3676	6	21	complex	complex	ADJ
easat-3676	6	22	machine	machine	NOUN
easat-3676	6	23	learning	learning	NOUN
easat-3676	6	24	processes	process	NOUN
easat-3676	6	25	while	while	SCONJ
easat-3676	6	26	fostering	foster	VERB
easat-3676	6	27	collaboration	collaboration	NOUN
easat-3676	6	28	among	among	ADP
easat-3676	6	29	stakeholders	stakeholder	NOUN
easat-3676	6	30	.	.	PUNCT
easat-3676	7	1	the	the	DET
easat-3676	7	2	framework	framework	NOUN
easat-3676	7	3	aims	aim	VERB
easat-3676	7	4	to	to	PART
easat-3676	7	5	democratize	democratize	VERB
easat-3676	7	6	advanced	advanced	ADJ
easat-3676	7	7	analytics	analytic	NOUN
easat-3676	7	8	,	,	PUNCT
easat-3676	7	9	enabling	enable	VERB
easat-3676	7	10	smes	sme	NOUN
easat-3676	7	11	to	to	ADP
easat-3676	7	12	harness	harness	ADJ
easat-3676	7	13	domain	domain	NOUN
easat-3676	7	14	knowledge	knowledge	NOUN
easat-3676	7	15	and	and	CCONJ
easat-3676	7	16	drive	drive	VERB
easat-3676	7	17	data	data	NOUN
easat-3676	7	18	-	-	PUNCT
easat-3676	7	19	driven	drive	VERB
easat-3676	7	20	decision	decision	NOUN
easat-3676	7	21	-	-	PUNCT
easat-3676	7	22	making	making	NOUN
easat-3676	7	23	without	without	ADP
easat-3676	7	24	extensive	extensive	ADJ
easat-3676	7	25	data	datum	NOUN
easat-3676	7	26	science	science	NOUN
easat-3676	7	27	expertise	expertise	NOUN
easat-3676	7	28	.	.	PUNCT
easat-3676	8	1	the	the	DET
easat-3676	8	2	findings	finding	NOUN
easat-3676	8	3	demonstrate	demonstrate	VERB
easat-3676	8	4	that	that	SCONJ
easat-3676	8	5	the	the	DET
easat-3676	8	6	proposed	propose	VERB
easat-3676	8	7	collaborative	collaborative	ADJ
easat-3676	8	8	automl	automl	PROPN
easat-3676	8	9	framework	framework	NOUN
easat-3676	8	10	significantly	significantly	ADV
easat-3676	8	11	enhances	enhance	VERB
easat-3676	8	12	smes	sme	NOUN
easat-3676	8	13	'	'	PART
easat-3676	8	14	operational	operational	ADJ
easat-3676	8	15	efficiency	efficiency	NOUN
easat-3676	8	16	,	,	PUNCT
easat-3676	8	17	decision	decision	NOUN
easat-3676	8	18	-	-	PUNCT
easat-3676	8	19	making	make	VERB
easat-3676	8	20	capabilities	capability	NOUN
easat-3676	8	21	,	,	PUNCT
easat-3676	8	22	and	and	CCONJ
easat-3676	8	23	competitive	competitive	ADJ
easat-3676	8	24	edge	edge	NOUN
easat-3676	8	25	,	,	PUNCT
easat-3676	8	26	thereby	thereby	ADV
easat-3676	8	27	contributing	contribute	VERB
easat-3676	8	28	to	to	ADP
easat-3676	8	29	their	their	PRON
easat-3676	8	30	digital	digital	ADJ
easat-3676	8	31	transformation	transformation	NOUN
easat-3676	8	32	and	and	CCONJ
easat-3676	8	33	broader	broad	ADJ
easat-3676	8	34	economic	economic	ADJ
easat-3676	8	35	growth	growth	NOUN
easat-3676	8	36	.	.	PUNCT
easat-3676	9	1	this	this	DET
easat-3676	9	2	research	research	NOUN
easat-3676	9	3	not	not	PART
easat-3676	9	4	only	only	ADV
easat-3676	9	5	bridges	bridge	VERB
easat-3676	9	6	the	the	DET
easat-3676	9	7	existing	exist	VERB
easat-3676	9	8	gap	gap	NOUN
easat-3676	9	9	in	in	ADP
easat-3676	9	10	automl	automl	NOUN
easat-3676	9	11	applications	application	NOUN
easat-3676	9	12	for	for	ADP
easat-3676	9	13	smes	sme	NOUN
easat-3676	9	14	but	but	CCONJ
easat-3676	9	15	also	also	ADV
easat-3676	9	16	aligns	align	VERB
easat-3676	9	17	with	with	ADP
easat-3676	9	18	sustainable	sustainable	ADJ
easat-3676	9	19	development	development	NOUN
easat-3676	9	20	goals	goal	NOUN
easat-3676	9	21	by	by	ADP
easat-3676	9	22	promoting	promote	VERB
easat-3676	9	23	inclusive	inclusive	ADJ
easat-3676	9	24	innovation	innovation	NOUN
easat-3676	9	25	and	and	CCONJ
easat-3676	9	26	economic	economic	ADJ
easat-3676	9	27	resilience	resilience	NOUN
easat-3676	9	28	.	.	PUNCT
easat-3676	10	1	keywords	keyword	NOUN
easat-3676	10	2	:	:	PUNCT
easat-3676	10	3	automated	automate	VERB
easat-3676	10	4	machine	machine	NOUN
easat-3676	10	5	learning	learning	NOUN
easat-3676	10	6	(	(	PUNCT
easat-3676	10	7	automl	automl	NOUN
easat-3676	10	8	)	)	PUNCT
easat-3676	10	9	,	,	PUNCT
easat-3676	10	10	collaborative	collaborative	ADJ
easat-3676	10	11	framework	framework	NOUN
easat-3676	10	12	,	,	PUNCT
easat-3676	10	13	data	data	NOUN
easat-3676	10	14	-	-	PUNCT
easat-3676	10	15	driven	drive	VERB
easat-3676	10	16	transformation	transformation	NOUN
easat-3676	10	17	,	,	PUNCT
easat-3676	10	18	design	design	NOUN
easat-3676	10	19	science	science	NOUN
easat-3676	10	20	research	research	NOUN
easat-3676	10	21	,	,	PUNCT
easat-3676	10	22	digital	digital	ADJ
easat-3676	10	23	transformation	transformation	NOUN
easat-3676	10	24	,	,	PUNCT
easat-3676	10	25	small	small	ADJ
easat-3676	10	26	and	and	CCONJ
easat-3676	10	27	medium	medium	ADJ
easat-3676	10	28	enterprises	enterprise	NOUN
easat-3676	10	29	(	(	PUNCT
easat-3676	10	30	smes	sme	NOUN
easat-3676	10	31	)	)	PUNCT
easat-3676	10	32	.	.	PUNCT
easat-3676	11	1	1	1	X
easat-3676	11	2	.	.	X
easat-3676	11	3	introduction	introduction	NOUN
easat-3676	11	4	in	in	ADP
easat-3676	11	5	today	today	NOUN
easat-3676	11	6	's	's	PART
easat-3676	11	7	rapidly	rapidly	ADV
easat-3676	11	8	evolving	evolve	VERB
easat-3676	11	9	digital	digital	ADJ
easat-3676	11	10	landscape	landscape	NOUN
easat-3676	11	11	,	,	PUNCT
easat-3676	11	12	small	small	ADJ
easat-3676	11	13	and	and	CCONJ
easat-3676	11	14	medium	medium	ADJ
easat-3676	11	15	enterprises	enterprise	NOUN
easat-3676	11	16	(	(	PUNCT
easat-3676	11	17	smes	sme	NOUN
easat-3676	11	18	)	)	PUNCT
easat-3676	11	19	are	be	AUX
easat-3676	11	20	under	under	ADP
easat-3676	11	21	immense	immense	ADJ
easat-3676	11	22	pressure	pressure	NOUN
easat-3676	11	23	to	to	PART
easat-3676	11	24	adopt	adopt	VERB
easat-3676	11	25	data	data	NOUN
easat-3676	11	26	-	-	PUNCT
easat-3676	11	27	driven	drive	VERB
easat-3676	11	28	practices	practice	NOUN
easat-3676	11	29	to	to	PART
easat-3676	11	30	sustain	sustain	VERB
easat-3676	11	31	and	and	CCONJ
easat-3676	11	32	enhance	enhance	VERB
easat-3676	11	33	their	their	PRON
easat-3676	11	34	competitiveness	competitiveness	NOUN
easat-3676	11	35	.	.	PUNCT
easat-3676	12	1	while	while	SCONJ
easat-3676	12	2	large	large	ADJ
easat-3676	12	3	enterprises	enterprise	NOUN
easat-3676	12	4	swiftly	swiftly	ADV
easat-3676	12	5	integrate	integrate	VERB
easat-3676	12	6	advanced	advanced	ADJ
easat-3676	12	7	data	datum	NOUN
easat-3676	12	8	analytics	analytic	NOUN
easat-3676	12	9	and	and	CCONJ
easat-3676	12	10	machine	machine	NOUN
easat-3676	12	11	learning	learning	NOUN
easat-3676	12	12	(	(	PUNCT
easat-3676	12	13	ml	ml	NOUN
easat-3676	12	14	)	)	PUNCT
easat-3676	12	15	solutions	solution	NOUN
easat-3676	12	16	,	,	PUNCT
easat-3676	12	17	smes	sme	NOUN
easat-3676	12	18	often	often	ADV
easat-3676	12	19	face	face	VERB
easat-3676	12	20	significant	significant	ADJ
easat-3676	12	21	barriers	barrier	NOUN
easat-3676	12	22	,	,	PUNCT
easat-3676	12	23	including	include	VERB
easat-3676	12	24	limited	limited	ADJ
easat-3676	12	25	financial	financial	ADJ
easat-3676	12	26	resources	resource	NOUN
easat-3676	12	27	,	,	PUNCT
easat-3676	12	28	lack	lack	NOUN
easat-3676	12	29	of	of	ADP
easat-3676	12	30	technical	technical	ADJ
easat-3676	12	31	expertise	expertise	NOUN
easat-3676	12	32	,	,	PUNCT
easat-3676	12	33	and	and	CCONJ
easat-3676	12	34	the	the	DET
easat-3676	12	35	complexities	complexity	NOUN
easat-3676	12	36	associated	associate	VERB
easat-3676	12	37	with	with	ADP
easat-3676	12	38	implementing	implement	VERB
easat-3676	12	39	such	such	ADJ
easat-3676	12	40	technologies	technology	NOUN
easat-3676	12	41	.	.	PUNCT
easat-3676	13	1	ramos	ramos	PROPN
easat-3676	13	2	and	and	CCONJ
easat-3676	13	3	oliveira	oliveira	PROPN
easat-3676	13	4	(	(	PUNCT
easat-3676	13	5	2020	2020	NUM
easat-3676	13	6	)	)	PUNCT
easat-3676	13	7	highlight	highlight	VERB
easat-3676	13	8	that	that	SCONJ
easat-3676	13	9	these	these	DET
easat-3676	13	10	challenges	challenge	NOUN
easat-3676	13	11	impede	impede	VERB
easat-3676	13	12	smes	sme	NOUN
easat-3676	13	13	'	'	PART
easat-3676	13	14	ability	ability	NOUN
easat-3676	13	15	to	to	PART
easat-3676	13	16	remain	remain	VERB
easat-3676	13	17	competitive	competitive	ADJ
easat-3676	13	18	in	in	ADP
easat-3676	13	19	an	an	DET
easat-3676	13	20	increasingly	increasingly	ADV
easat-3676	13	21	data	data	NOUN
easat-3676	13	22	-	-	PUNCT
easat-3676	13	23	centric	centric	ADJ
easat-3676	13	24	market	market	NOUN
easat-3676	13	25	.	.	PUNCT
easat-3676	14	1	without	without	ADP
easat-3676	14	2	the	the	DET
easat-3676	14	3	necessary	necessary	ADJ
easat-3676	14	4	infrastructure	infrastructure	NOUN
easat-3676	14	5	and	and	CCONJ
easat-3676	14	6	expertise	expertise	NOUN
easat-3676	14	7	,	,	PUNCT
easat-3676	14	8	smes	sme	NOUN
easat-3676	14	9	struggle	struggle	VERB
easat-3676	14	10	to	to	PART
easat-3676	14	11	leverage	leverage	VERB
easat-3676	14	12	large	large	ADJ
easat-3676	14	13	-	-	PUNCT
easat-3676	14	14	scale	scale	NOUN
easat-3676	14	15	data	datum	NOUN
easat-3676	14	16	analytics	analytic	NOUN
easat-3676	14	17	,	,	PUNCT
easat-3676	14	18	underscoring	underscore	VERB
easat-3676	14	19	the	the	DET
easat-3676	14	20	need	need	NOUN
easat-3676	14	21	for	for	ADP
easat-3676	14	22	innovative	innovative	ADJ
easat-3676	14	23	solutions	solution	NOUN
easat-3676	14	24	that	that	PRON
easat-3676	14	25	democratize	democratize	VERB
easat-3676	14	26	access	access	NOUN
easat-3676	14	27	to	to	ADP
easat-3676	14	28	advanced	advanced	ADJ
easat-3676	14	29	analytics	analytic	NOUN
easat-3676	14	30	.	.	PUNCT
easat-3676	15	1	despite	despite	SCONJ
easat-3676	15	2	the	the	DET
easat-3676	15	3	recognized	recognize	VERB
easat-3676	15	4	importance	importance	NOUN
easat-3676	15	5	of	of	ADP
easat-3676	15	6	automated	automate	VERB
easat-3676	15	7	machine	machine	NOUN
easat-3676	15	8	learning	learning	NOUN
easat-3676	15	9	(	(	PUNCT
easat-3676	15	10	automl	automl	NOUN
easat-3676	15	11	)	)	PUNCT
easat-3676	15	12	in	in	ADP
easat-3676	15	13	facilitating	facilitate	VERB
easat-3676	15	14	datadriven	datadriven	ADJ
easat-3676	15	15	transformation	transformation	NOUN
easat-3676	15	16	,	,	PUNCT
easat-3676	15	17	there	there	PRON
easat-3676	15	18	remains	remain	VERB
easat-3676	15	19	a	a	DET
easat-3676	15	20	substantial	substantial	ADJ
easat-3676	15	21	research	research	NOUN
easat-3676	15	22	gap	gap	NOUN
easat-3676	15	23	concerning	concern	VERB
easat-3676	15	24	the	the	DET
easat-3676	15	25	development	development	NOUN
easat-3676	15	26	of	of	ADP
easat-3676	15	27	collaborative	collaborative	ADJ
easat-3676	15	28	automl	automl	NOUN
easat-3676	15	29	tools	tool	NOUN
easat-3676	15	30	specifically	specifically	ADV
easat-3676	15	31	designed	design	VERB
easat-3676	15	32	for	for	ADP
easat-3676	15	33	smes	sme	NOUN
easat-3676	15	34	.	.	PUNCT
easat-3676	16	1	existing	exist	VERB
easat-3676	16	2	studies	study	NOUN
easat-3676	16	3	,	,	PUNCT
easat-3676	16	4	such	such	ADJ
easat-3676	16	5	as	as	ADP
easat-3676	16	6	those	those	PRON
easat-3676	16	7	by	by	ADP
easat-3676	16	8	ramos	ramos	PROPN
easat-3676	16	9	and	and	CCONJ
easat-3676	16	10	oliveira	oliveira	PROPN
easat-3676	16	11	(	(	PUNCT
easat-3676	16	12	2020	2020	NUM
easat-3676	16	13	)	)	PUNCT
easat-3676	16	14	,	,	PUNCT
easat-3676	16	15	acknowledge	acknowledge	VERB
easat-3676	16	16	the	the	DET
easat-3676	16	17	obstacles	obstacle	NOUN
easat-3676	16	18	smes	sme	NOUN
easat-3676	16	19	encounter	encounter	VERB
easat-3676	16	20	in	in	ADP
easat-3676	16	21	adopting	adopt	VERB
easat-3676	16	22	data	data	NOUN
easat-3676	16	23	-	-	PUNCT
easat-3676	16	24	driven	drive	VERB
easat-3676	16	25	strategies	strategy	NOUN
easat-3676	16	26	but	but	CCONJ
easat-3676	16	27	seldom	seldom	ADV
easat-3676	16	28	explore	explore	VERB
easat-3676	16	29	the	the	DET
easat-3676	16	30	intricacies	intricacy	NOUN
easat-3676	16	31	of	of	ADP
easat-3676	16	32	creating	create	VERB
easat-3676	16	33	collaborative	collaborative	ADJ
easat-3676	16	34	automl	automl	NOUN
easat-3676	16	35	solutions	solution	NOUN
easat-3676	16	36	tailored	tailor	VERB
easat-3676	16	37	to	to	ADP
easat-3676	16	38	their	their	PRON
easat-3676	16	39	unique	unique	ADJ
easat-3676	16	40	operational	operational	ADJ
easat-3676	16	41	contexts	contexts	NOUN
easat-3676	16	42	.	.	PUNCT
easat-3676	17	1	furthermore	furthermore	ADV
easat-3676	17	2	,	,	PUNCT
easat-3676	17	3	chang	chang	PROPN
easat-3676	17	4	,	,	PUNCT
easat-3676	17	5	zhang	zhang	PROPN
easat-3676	17	6	,	,	PUNCT
easat-3676	17	7	and	and	CCONJ
easat-3676	17	8	hussain	hussain	PROPN
easat-3676	17	9	(	(	PUNCT
easat-3676	17	10	2019	2019	NUM
easat-3676	17	11	)	)	PUNCT
easat-3676	17	12	focus	focus	VERB
easat-3676	17	13	primarily	primarily	ADV
easat-3676	17	14	on	on	ADP
easat-3676	17	15	the	the	DET
easat-3676	17	16	automation	automation	NOUN
easat-3676	17	17	aspects	aspect	NOUN
easat-3676	17	18	of	of	ADP
easat-3676	17	19	automl	automl	NOUN
easat-3676	17	20	,	,	PUNCT
easat-3676	17	21	neglecting	neglect	VERB
easat-3676	17	22	the	the	DET
easat-3676	17	23	collaborative	collaborative	ADJ
easat-3676	17	24	elements	element	NOUN
easat-3676	17	25	essential	essential	ADJ
easat-3676	17	26	for	for	ADP
easat-3676	17	27	sme	sme	NOUN
easat-3676	17	28	operations	operation	NOUN
easat-3676	17	29	.	.	PUNCT
easat-3676	18	1	this	this	DET
easat-3676	18	2	gap	gap	NOUN
easat-3676	18	3	highlights	highlight	VERB
easat-3676	18	4	the	the	DET
easat-3676	18	5	need	need	NOUN
easat-3676	18	6	for	for	ADP
easat-3676	18	7	a	a	DET
easat-3676	18	8	comprehensive	comprehensive	ADJ
easat-3676	18	9	exploration	exploration	NOUN
easat-3676	18	10	of	of	ADP
easat-3676	18	11	how	how	SCONJ
easat-3676	18	12	collaborative	collaborative	ADJ
easat-3676	18	13	automl	automl	NOUN
easat-3676	18	14	can	can	AUX
easat-3676	18	15	democratize	democratize	VERB
easat-3676	18	16	data	data	NOUN
easat-3676	18	17	-	-	PUNCT
easat-3676	18	18	driven	drive	VERB
easat-3676	18	19	practices	practice	NOUN
easat-3676	18	20	within	within	ADP
easat-3676	18	21	smes	sme	NOUN
easat-3676	18	22	,	,	PUNCT
easat-3676	18	23	providing	provide	VERB
easat-3676	18	24	a	a	DET
easat-3676	18	25	foundation	foundation	NOUN
easat-3676	18	26	for	for	ADP
easat-3676	18	27	designing	design	VERB
easat-3676	18	28	and	and	CCONJ
easat-3676	18	29	evaluating	evaluate	VERB
easat-3676	18	30	tools	tool	NOUN
easat-3676	18	31	that	that	PRON
easat-3676	18	32	align	align	VERB
easat-3676	18	33	with	with	ADP
easat-3676	18	34	their	their	PRON
easat-3676	18	35	specific	specific	ADJ
easat-3676	18	36	challenges	challenge	NOUN
easat-3676	18	37	and	and	CCONJ
easat-3676	18	38	requirements	requirement	NOUN
easat-3676	18	39	.	.	PUNCT
easat-3676	19	1	this	this	DET
easat-3676	19	2	research	research	NOUN
easat-3676	19	3	aims	aim	VERB
easat-3676	19	4	to	to	PART
easat-3676	19	5	address	address	VERB
easat-3676	19	6	the	the	DET
easat-3676	19	7	aforementioned	aforementioned	ADJ
easat-3676	19	8	gap	gap	NOUN
easat-3676	19	9	by	by	ADP
easat-3676	19	10	designing	design	VERB
easat-3676	19	11	a	a	DET
easat-3676	19	12	collaborative	collaborative	ADJ
easat-3676	19	13	automl	automl	NOUN
easat-3676	19	14	framework	framework	NOUN
easat-3676	19	15	that	that	PRON
easat-3676	19	16	empowers	empower	VERB
easat-3676	19	17	smes	sme	NOUN
easat-3676	19	18	to	to	PART
easat-3676	19	19	utilize	utilize	VERB
easat-3676	19	20	advanced	advanced	ADJ
easat-3676	19	21	machine	machine	NOUN
easat-3676	19	22	learning	learn	VERB
easat-3676	19	23	algorithms	algorithm	NOUN
easat-3676	19	24	without	without	ADP
easat-3676	19	25	necessitating	necessitate	VERB
easat-3676	19	26	extensive	extensive	ADJ
easat-3676	19	27	data	datum	NOUN
easat-3676	19	28	science	science	NOUN
easat-3676	19	29	expertise	expertise	NOUN
easat-3676	19	30	.	.	PUNCT
easat-3676	20	1	the	the	DET
easat-3676	20	2	primary	primary	ADJ
easat-3676	20	3	objectives	objective	NOUN
easat-3676	20	4	of	of	ADP
easat-3676	20	5	this	this	DET
easat-3676	20	6	study	study	NOUN
easat-3676	20	7	are	be	AUX
easat-3676	20	8	:	:	PUNCT
easat-3676	20	9	7676	7676	NUM
easat-3676	20	10	edelweiss	edelweiss	PROPN
easat-3676	20	11	applied	apply	VERB
easat-3676	20	12	science	science	NOUN
easat-3676	20	13	and	and	CCONJ
easat-3676	20	14	technology	technology	NOUN
easat-3676	20	15	issn	issn	PROPN
easat-3676	20	16	:	:	PUNCT
easat-3676	20	17	2576	2576	NUM
easat-3676	20	18	-	-	SYM
easat-3676	20	19	8484	8484	NUM
easat-3676	20	20	vol	vol	NOUN
easat-3676	20	21	.	.	PROPN
easat-3676	20	22	8	8	NUM
easat-3676	20	23	,	,	PUNCT
easat-3676	20	24	no	no	INTJ
easat-3676	20	25	.	.	NOUN
easat-3676	21	1	6	6	NUM
easat-3676	21	2	:	:	SYM
easat-3676	21	3	7675	7675	NUM
easat-3676	21	4	-	-	SYM
easat-3676	21	5	7685	7685	NUM
easat-3676	21	6	,	,	PUNCT
easat-3676	21	7	2024	2024	NUM
easat-3676	21	8	doi	doi	NOUN
easat-3676	21	9	:	:	PUNCT
easat-3676	21	10	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	21	11	©	©	ADP
easat-3676	21	12	2024	2024	NUM
easat-3676	21	13	by	by	ADP
easat-3676	21	14	the	the	DET
easat-3676	21	15	authors	author	NOUN
easat-3676	21	16	;	;	PUNCT
easat-3676	21	17	licensee	licensee	PROPN
easat-3676	21	18	learning	learn	VERB
easat-3676	21	19	gate	gate	NOUN
easat-3676	21	20	●	●	NUM
easat-3676	21	21	comprehensive	comprehensive	ADJ
easat-3676	21	22	literature	literature	NOUN
easat-3676	21	23	review	review	PROPN
easat-3676	21	24	:	:	PUNCT
easat-3676	21	25	analyze	analyze	VERB
easat-3676	21	26	existing	exist	VERB
easat-3676	21	27	automl	automl	NOUN
easat-3676	21	28	tools	tool	NOUN
easat-3676	21	29	to	to	PART
easat-3676	21	30	understand	understand	VERB
easat-3676	21	31	their	their	PRON
easat-3676	21	32	functionalities	functionality	NOUN
easat-3676	21	33	,	,	PUNCT
easat-3676	21	34	benefits	benefit	NOUN
easat-3676	21	35	,	,	PUNCT
easat-3676	21	36	and	and	CCONJ
easat-3676	21	37	limitations	limitation	NOUN
easat-3676	21	38	.	.	PUNCT
easat-3676	22	1	●	●	PUNCT
easat-3676	22	2	survey	survey	NOUN
easat-3676	22	3	and	and	CCONJ
easat-3676	22	4	needs	need	VERB
easat-3676	22	5	analysis	analysis	NOUN
easat-3676	22	6	:	:	PUNCT
easat-3676	22	7	conduct	conduct	VERB
easat-3676	22	8	surveys	survey	NOUN
easat-3676	22	9	to	to	PART
easat-3676	22	10	identify	identify	VERB
easat-3676	22	11	the	the	DET
easat-3676	22	12	specific	specific	ADJ
easat-3676	22	13	automl	automl	NOUN
easat-3676	22	14	requirements	requirement	NOUN
easat-3676	22	15	and	and	CCONJ
easat-3676	22	16	challenges	challenge	NOUN
easat-3676	22	17	faced	face	VERB
easat-3676	22	18	by	by	ADP
easat-3676	22	19	smes	sme	NOUN
easat-3676	22	20	during	during	ADP
easat-3676	22	21	their	their	PRON
easat-3676	22	22	digital	digital	ADJ
easat-3676	22	23	transformation	transformation	NOUN
easat-3676	22	24	journey	journey	NOUN
easat-3676	22	25	.	.	PUNCT
easat-3676	23	1	●	●	PUNCT
easat-3676	23	2	framework	framework	NOUN
easat-3676	23	3	design	design	NOUN
easat-3676	23	4	:	:	PUNCT
easat-3676	23	5	develop	develop	VERB
easat-3676	23	6	a	a	DET
easat-3676	23	7	collaborative	collaborative	ADJ
easat-3676	23	8	automl	automl	NOUN
easat-3676	23	9	framework	framework	NOUN
easat-3676	23	10	tailored	tailor	VERB
easat-3676	23	11	to	to	ADP
easat-3676	23	12	smes	sme	NOUN
easat-3676	23	13	,	,	PUNCT
easat-3676	23	14	facilitating	facilitate	VERB
easat-3676	23	15	the	the	DET
easat-3676	23	16	automation	automation	NOUN
easat-3676	23	17	of	of	ADP
easat-3676	23	18	machine	machine	NOUN
easat-3676	23	19	learning	learning	NOUN
easat-3676	23	20	processes	process	NOUN
easat-3676	23	21	while	while	SCONJ
easat-3676	23	22	promoting	promote	VERB
easat-3676	23	23	stakeholder	stakeholder	NOUN
easat-3676	23	24	collaboration	collaboration	NOUN
easat-3676	23	25	.	.	PUNCT
easat-3676	24	1	●	●	PUNCT
easat-3676	24	2	framework	framework	NOUN
easat-3676	24	3	validation	validation	NOUN
easat-3676	24	4	:	:	PUNCT
easat-3676	24	5	evaluate	evaluate	VERB
easat-3676	24	6	the	the	DET
easat-3676	24	7	effectiveness	effectiveness	NOUN
easat-3676	24	8	of	of	ADP
easat-3676	24	9	the	the	DET
easat-3676	24	10	proposed	propose	VERB
easat-3676	24	11	framework	framework	NOUN
easat-3676	24	12	through	through	ADP
easat-3676	24	13	empirical	empirical	ADJ
easat-3676	24	14	validation	validation	NOUN
easat-3676	24	15	to	to	PART
easat-3676	24	16	ensure	ensure	VERB
easat-3676	24	17	it	it	PRON
easat-3676	24	18	meets	meet	VERB
easat-3676	24	19	the	the	DET
easat-3676	24	20	needs	need	NOUN
easat-3676	24	21	of	of	ADP
easat-3676	24	22	smes	sme	NOUN
easat-3676	24	23	.	.	PUNCT
easat-3676	25	1	the	the	DET
easat-3676	25	2	significance	significance	NOUN
easat-3676	25	3	of	of	ADP
easat-3676	25	4	this	this	DET
easat-3676	25	5	research	research	NOUN
easat-3676	25	6	lies	lie	VERB
easat-3676	25	7	in	in	ADP
easat-3676	25	8	its	its	PRON
easat-3676	25	9	potential	potential	NOUN
easat-3676	25	10	to	to	PART
easat-3676	25	11	bridge	bridge	VERB
easat-3676	25	12	the	the	DET
easat-3676	25	13	technological	technological	ADJ
easat-3676	25	14	divide	divide	NOUN
easat-3676	25	15	between	between	ADP
easat-3676	25	16	large	large	ADJ
easat-3676	25	17	enterprises	enterprise	NOUN
easat-3676	25	18	and	and	CCONJ
easat-3676	25	19	smes	sme	NOUN
easat-3676	25	20	,	,	PUNCT
easat-3676	25	21	fostering	foster	VERB
easat-3676	25	22	an	an	DET
easat-3676	25	23	inclusive	inclusive	ADJ
easat-3676	25	24	digital	digital	ADJ
easat-3676	25	25	transformation	transformation	NOUN
easat-3676	25	26	landscape	landscape	NOUN
easat-3676	25	27	.	.	PUNCT
easat-3676	26	1	smes	sme	NOUN
easat-3676	26	2	are	be	AUX
easat-3676	26	3	pivotal	pivotal	ADJ
easat-3676	26	4	to	to	ADP
easat-3676	26	5	global	global	ADJ
easat-3676	26	6	economies	economy	NOUN
easat-3676	26	7	,	,	PUNCT
easat-3676	26	8	driving	drive	VERB
easat-3676	26	9	innovation	innovation	NOUN
easat-3676	26	10	,	,	PUNCT
easat-3676	26	11	creating	create	VERB
easat-3676	26	12	employment	employment	NOUN
easat-3676	26	13	,	,	PUNCT
easat-3676	26	14	and	and	CCONJ
easat-3676	26	15	contributing	contribute	VERB
easat-3676	26	16	to	to	ADP
easat-3676	26	17	economic	economic	ADJ
easat-3676	26	18	growth	growth	NOUN
easat-3676	26	19	.	.	PUNCT
easat-3676	27	1	however	however	ADV
easat-3676	27	2	,	,	PUNCT
easat-3676	27	3	their	their	PRON
easat-3676	27	4	limited	limited	ADJ
easat-3676	27	5	resources	resource	NOUN
easat-3676	27	6	and	and	CCONJ
easat-3676	27	7	technical	technical	ADJ
easat-3676	27	8	capabilities	capability	NOUN
easat-3676	27	9	often	often	ADV
easat-3676	27	10	hinder	hinder	VERB
easat-3676	27	11	their	their	PRON
easat-3676	27	12	adoption	adoption	NOUN
easat-3676	27	13	of	of	ADP
easat-3676	27	14	data	data	NOUN
easat-3676	27	15	-	-	PUNCT
easat-3676	27	16	driven	drive	VERB
easat-3676	27	17	practices	practice	NOUN
easat-3676	27	18	.	.	PUNCT
easat-3676	28	1	by	by	ADP
easat-3676	28	2	developing	develop	VERB
easat-3676	28	3	a	a	DET
easat-3676	28	4	collaborative	collaborative	ADJ
easat-3676	28	5	automl	automl	NOUN
easat-3676	28	6	tool	tool	NOUN
easat-3676	28	7	,	,	PUNCT
easat-3676	28	8	this	this	DET
easat-3676	28	9	study	study	NOUN
easat-3676	28	10	provides	provide	VERB
easat-3676	28	11	smes	sme	NOUN
easat-3676	28	12	with	with	ADP
easat-3676	28	13	an	an	DET
easat-3676	28	14	accessible	accessible	ADJ
easat-3676	28	15	platform	platform	NOUN
easat-3676	28	16	to	to	ADP
easat-3676	28	17	harness	harness	ADJ
easat-3676	28	18	data	datum	NOUN
easat-3676	28	19	analytics	analytic	NOUN
easat-3676	28	20	and	and	CCONJ
easat-3676	28	21	machine	machine	NOUN
easat-3676	28	22	learning	learning	NOUN
easat-3676	28	23	,	,	PUNCT
easat-3676	28	24	enhancing	enhance	VERB
easat-3676	28	25	their	their	PRON
easat-3676	28	26	operational	operational	ADJ
easat-3676	28	27	efficiency	efficiency	NOUN
easat-3676	28	28	and	and	CCONJ
easat-3676	28	29	decision	decision	NOUN
easat-3676	28	30	-	-	PUNCT
easat-3676	28	31	making	make	VERB
easat-3676	28	32	processes	process	NOUN
easat-3676	28	33	.	.	PUNCT
easat-3676	29	1	moreover	moreover	ADV
easat-3676	29	2	,	,	PUNCT
easat-3676	29	3	the	the	DET
easat-3676	29	4	research	research	NOUN
easat-3676	29	5	aligns	align	VERB
easat-3676	29	6	with	with	ADP
easat-3676	29	7	the	the	DET
easat-3676	29	8	united	united	PROPN
easat-3676	29	9	nations	nations	PROPN
easat-3676	29	10	sustainable	sustainable	ADJ
easat-3676	29	11	development	development	NOUN
easat-3676	29	12	goals	goal	NOUN
easat-3676	29	13	(	(	PUNCT
easat-3676	29	14	sdgs	sdgs	ADJ
easat-3676	29	15	)	)	PUNCT
easat-3676	29	16	,	,	PUNCT
easat-3676	29	17	particularly	particularly	ADV
easat-3676	29	18	sdg	sdg	NOUN
easat-3676	29	19	9	9	NUM
easat-3676	29	20	:	:	PUNCT
easat-3676	29	21	industry	industry	NOUN
easat-3676	29	22	,	,	PUNCT
easat-3676	29	23	innovation	innovation	NOUN
easat-3676	29	24	,	,	PUNCT
easat-3676	29	25	and	and	CCONJ
easat-3676	29	26	infrastructure	infrastructure	NOUN
easat-3676	29	27	and	and	CCONJ
easat-3676	29	28	sdg	sdg	NOUN
easat-3676	29	29	8	8	NUM
easat-3676	29	30	:	:	PUNCT
easat-3676	29	31	decent	decent	ADJ
easat-3676	29	32	work	work	NOUN
easat-3676	29	33	and	and	CCONJ
easat-3676	29	34	economic	economic	ADJ
easat-3676	29	35	growth	growth	NOUN
easat-3676	29	36	.	.	PUNCT
easat-3676	30	1	by	by	ADP
easat-3676	30	2	enabling	enable	VERB
easat-3676	30	3	smes	sme	NOUN
easat-3676	30	4	to	to	PART
easat-3676	30	5	adopt	adopt	VERB
easat-3676	30	6	innovative	innovative	ADJ
easat-3676	30	7	data	data	NOUN
easat-3676	30	8	-	-	PUNCT
easat-3676	30	9	driven	drive	VERB
easat-3676	30	10	strategies	strategy	NOUN
easat-3676	30	11	,	,	PUNCT
easat-3676	30	12	the	the	DET
easat-3676	30	13	study	study	NOUN
easat-3676	30	14	promotes	promote	VERB
easat-3676	30	15	resilient	resilient	ADJ
easat-3676	30	16	infrastructure	infrastructure	NOUN
easat-3676	30	17	and	and	CCONJ
easat-3676	30	18	sustainable	sustainable	ADJ
easat-3676	30	19	industrialization	industrialization	NOUN
easat-3676	30	20	,	,	PUNCT
easat-3676	30	21	while	while	SCONJ
easat-3676	30	22	also	also	ADV
easat-3676	30	23	supporting	support	VERB
easat-3676	30	24	inclusive	inclusive	ADJ
easat-3676	30	25	economic	economic	ADJ
easat-3676	30	26	growth	growth	NOUN
easat-3676	30	27	and	and	CCONJ
easat-3676	30	28	employment	employment	NOUN
easat-3676	30	29	.	.	PUNCT
easat-3676	31	1	from	from	ADP
easat-3676	31	2	a	a	DET
easat-3676	31	3	scientific	scientific	ADJ
easat-3676	31	4	perspective	perspective	NOUN
easat-3676	31	5	,	,	PUNCT
easat-3676	31	6	the	the	DET
easat-3676	31	7	development	development	NOUN
easat-3676	31	8	of	of	ADP
easat-3676	31	9	a	a	DET
easat-3676	31	10	collaborative	collaborative	ADJ
easat-3676	31	11	automl	automl	NOUN
easat-3676	31	12	framework	framework	NOUN
easat-3676	31	13	introduces	introduce	VERB
easat-3676	31	14	an	an	DET
easat-3676	31	15	innovative	innovative	ADJ
easat-3676	31	16	approach	approach	NOUN
easat-3676	31	17	to	to	ADP
easat-3676	31	18	addressing	address	VERB
easat-3676	31	19	real	real	ADJ
easat-3676	31	20	-	-	PUNCT
easat-3676	31	21	world	world	NOUN
easat-3676	31	22	challenges	challenge	NOUN
easat-3676	31	23	faced	face	VERB
easat-3676	31	24	by	by	ADP
easat-3676	31	25	smes	sme	NOUN
easat-3676	31	26	.	.	PUNCT
easat-3676	32	1	by	by	ADP
easat-3676	32	2	integrating	integrate	VERB
easat-3676	32	3	insights	insight	NOUN
easat-3676	32	4	from	from	ADP
easat-3676	32	5	existing	exist	VERB
easat-3676	32	6	literature	literature	NOUN
easat-3676	32	7	and	and	CCONJ
easat-3676	32	8	empirical	empirical	ADJ
easat-3676	32	9	data	datum	NOUN
easat-3676	32	10	,	,	PUNCT
easat-3676	32	11	this	this	DET
easat-3676	32	12	research	research	NOUN
easat-3676	32	13	contributes	contribute	VERB
easat-3676	32	14	to	to	ADP
easat-3676	32	15	the	the	DET
easat-3676	32	16	body	body	NOUN
easat-3676	32	17	of	of	ADP
easat-3676	32	18	knowledge	knowledge	NOUN
easat-3676	32	19	in	in	ADP
easat-3676	32	20	automl	automl	NOUN
easat-3676	32	21	applications	application	NOUN
easat-3676	32	22	and	and	CCONJ
easat-3676	32	23	offers	offer	VERB
easat-3676	32	24	a	a	DET
easat-3676	32	25	practical	practical	ADJ
easat-3676	32	26	solution	solution	NOUN
easat-3676	32	27	that	that	PRON
easat-3676	32	28	bridges	bridge	VERB
easat-3676	32	29	the	the	DET
easat-3676	32	30	gap	gap	NOUN
easat-3676	32	31	between	between	ADP
easat-3676	32	32	academia	academia	NOUN
easat-3676	32	33	and	and	CCONJ
easat-3676	32	34	industry	industry	NOUN
easat-3676	32	35	.	.	PUNCT
easat-3676	33	1	additionally	additionally	ADV
easat-3676	33	2	,	,	PUNCT
easat-3676	33	3	the	the	DET
easat-3676	33	4	collaborative	collaborative	ADJ
easat-3676	33	5	nature	nature	NOUN
easat-3676	33	6	of	of	ADP
easat-3676	33	7	the	the	DET
easat-3676	33	8	proposed	propose	VERB
easat-3676	33	9	framework	framework	NOUN
easat-3676	33	10	fosters	foster	VERB
easat-3676	33	11	a	a	DET
easat-3676	33	12	participatory	participatory	ADJ
easat-3676	33	13	approach	approach	NOUN
easat-3676	33	14	,	,	PUNCT
easat-3676	33	15	ensuring	ensure	VERB
easat-3676	33	16	that	that	SCONJ
easat-3676	33	17	the	the	DET
easat-3676	33	18	tool	tool	NOUN
easat-3676	33	19	is	be	AUX
easat-3676	33	20	user	user	NOUN
easat-3676	33	21	-	-	PUNCT
easat-3676	33	22	centric	centric	NOUN
easat-3676	33	23	and	and	CCONJ
easat-3676	33	24	meets	meet	VERB
easat-3676	33	25	the	the	DET
easat-3676	33	26	diverse	diverse	ADJ
easat-3676	33	27	needs	need	NOUN
easat-3676	33	28	of	of	ADP
easat-3676	33	29	smes	sme	NOUN
easat-3676	33	30	.	.	PUNCT
easat-3676	34	1	in	in	ADP
easat-3676	34	2	conclusion	conclusion	NOUN
easat-3676	34	3	,	,	PUNCT
easat-3676	34	4	this	this	DET
easat-3676	34	5	study	study	NOUN
easat-3676	34	6	not	not	PART
easat-3676	34	7	only	only	ADV
easat-3676	34	8	enhances	enhance	VERB
easat-3676	34	9	the	the	DET
easat-3676	34	10	data	data	NOUN
easat-3676	34	11	-	-	PUNCT
easat-3676	34	12	driven	drive	VERB
easat-3676	34	13	capabilities	capability	NOUN
easat-3676	34	14	of	of	ADP
easat-3676	34	15	smes	sme	NOUN
easat-3676	34	16	but	but	CCONJ
easat-3676	34	17	also	also	ADV
easat-3676	34	18	supports	support	VERB
easat-3676	34	19	broader	broad	ADJ
easat-3676	34	20	economic	economic	ADJ
easat-3676	34	21	and	and	CCONJ
easat-3676	34	22	societal	societal	ADJ
easat-3676	34	23	goals	goal	NOUN
easat-3676	34	24	by	by	ADP
easat-3676	34	25	promoting	promote	VERB
easat-3676	34	26	inclusive	inclusive	ADJ
easat-3676	34	27	innovation	innovation	NOUN
easat-3676	34	28	and	and	CCONJ
easat-3676	34	29	sustainable	sustainable	ADJ
easat-3676	34	30	growth	growth	NOUN
easat-3676	34	31	.	.	PUNCT
easat-3676	35	1	the	the	DET
easat-3676	35	2	collaborative	collaborative	ADJ
easat-3676	35	3	automl	automl	NOUN
easat-3676	35	4	framework	framework	NOUN
easat-3676	35	5	serves	serve	VERB
easat-3676	35	6	as	as	ADP
easat-3676	35	7	a	a	DET
easat-3676	35	8	catalyst	catalyst	NOUN
easat-3676	35	9	for	for	ADP
easat-3676	35	10	smes	sme	NOUN
easat-3676	35	11	'	'	PART
easat-3676	35	12	digital	digital	ADJ
easat-3676	35	13	transformation	transformation	NOUN
easat-3676	35	14	,	,	PUNCT
easat-3676	35	15	enabling	enable	VERB
easat-3676	35	16	them	they	PRON
easat-3676	35	17	to	to	PART
easat-3676	35	18	thrive	thrive	VERB
easat-3676	35	19	in	in	ADP
easat-3676	35	20	a	a	DET
easat-3676	35	21	competitive	competitive	ADJ
easat-3676	35	22	,	,	PUNCT
easat-3676	35	23	data	data	NOUN
easat-3676	35	24	-	-	PUNCT
easat-3676	35	25	centric	centric	NOUN
easat-3676	35	26	economy	economy	NOUN
easat-3676	35	27	and	and	CCONJ
easat-3676	35	28	contributing	contribute	VERB
easat-3676	35	29	to	to	ADP
easat-3676	35	30	overall	overall	ADJ
easat-3676	35	31	economic	economic	ADJ
easat-3676	35	32	resilience	resilience	NOUN
easat-3676	35	33	and	and	CCONJ
easat-3676	35	34	growth	growth	NOUN
easat-3676	35	35	.	.	PUNCT
easat-3676	36	1	2	2	X
easat-3676	36	2	.	.	X
easat-3676	36	3	background	background	NOUN
easat-3676	36	4	the	the	DET
easat-3676	36	5	application	application	NOUN
easat-3676	36	6	of	of	ADP
easat-3676	36	7	automated	automate	VERB
easat-3676	36	8	machine	machine	NOUN
easat-3676	36	9	learning	learning	NOUN
easat-3676	36	10	(	(	PUNCT
easat-3676	36	11	automl	automl	NOUN
easat-3676	36	12	)	)	PUNCT
easat-3676	36	13	within	within	ADP
easat-3676	36	14	small	small	ADJ
easat-3676	36	15	and	and	CCONJ
easat-3676	36	16	medium	medium	ADJ
easat-3676	36	17	-	-	PUNCT
easat-3676	36	18	sized	sized	ADJ
easat-3676	36	19	enterprises	enterprise	NOUN
easat-3676	36	20	(	(	PUNCT
easat-3676	36	21	smes	sme	NOUN
easat-3676	36	22	)	)	PUNCT
easat-3676	36	23	has	have	AUX
easat-3676	36	24	garnered	garner	VERB
easat-3676	36	25	significant	significant	ADJ
easat-3676	36	26	attention	attention	NOUN
easat-3676	36	27	due	due	ADP
easat-3676	36	28	to	to	ADP
easat-3676	36	29	its	its	PRON
easat-3676	36	30	potential	potential	NOUN
easat-3676	36	31	to	to	PART
easat-3676	36	32	democratize	democratize	VERB
easat-3676	36	33	machine	machine	NOUN
easat-3676	36	34	learning	learning	NOUN
easat-3676	36	35	(	(	PUNCT
easat-3676	36	36	ml	ml	NOUN
easat-3676	36	37	)	)	PUNCT
easat-3676	36	38	.	.	PUNCT
easat-3676	37	1	automl	automl	NOUN
easat-3676	37	2	enables	enable	VERB
easat-3676	37	3	businesses	business	NOUN
easat-3676	37	4	,	,	PUNCT
easat-3676	37	5	particularly	particularly	ADV
easat-3676	37	6	those	those	PRON
easat-3676	37	7	with	with	ADP
easat-3676	37	8	limited	limited	ADJ
easat-3676	37	9	technical	technical	ADJ
easat-3676	37	10	expertise	expertise	NOUN
easat-3676	37	11	and	and	CCONJ
easat-3676	37	12	resources	resource	NOUN
easat-3676	37	13	,	,	PUNCT
easat-3676	37	14	to	to	PART
easat-3676	37	15	implement	implement	VERB
easat-3676	37	16	advanced	advanced	ADJ
easat-3676	37	17	ml	ml	NOUN
easat-3676	37	18	techniques	technique	NOUN
easat-3676	37	19	without	without	ADP
easat-3676	37	20	requiring	require	VERB
easat-3676	37	21	in	in	ADP
easat-3676	37	22	-	-	PUNCT
easat-3676	37	23	depth	depth	NOUN
easat-3676	37	24	data	datum	NOUN
easat-3676	37	25	science	science	NOUN
easat-3676	37	26	knowledge	knowledge	NOUN
easat-3676	37	27	.	.	PUNCT
easat-3676	38	1	by	by	ADP
easat-3676	38	2	automating	automate	VERB
easat-3676	38	3	critical	critical	ADJ
easat-3676	38	4	processes	process	NOUN
easat-3676	38	5	such	such	ADJ
easat-3676	38	6	as	as	ADP
easat-3676	38	7	feature	feature	NOUN
easat-3676	38	8	engineering	engineering	NOUN
easat-3676	38	9	,	,	PUNCT
easat-3676	38	10	model	model	NOUN
easat-3676	38	11	selection	selection	NOUN
easat-3676	38	12	,	,	PUNCT
easat-3676	38	13	and	and	CCONJ
easat-3676	38	14	hyperparameter	hyperparameter	NOUN
easat-3676	38	15	tuning	tuning	NOUN
easat-3676	38	16	,	,	PUNCT
easat-3676	38	17	automl	automl	NOUN
easat-3676	38	18	reduces	reduce	VERB
easat-3676	38	19	the	the	DET
easat-3676	38	20	complexity	complexity	NOUN
easat-3676	38	21	of	of	ADP
easat-3676	38	22	deploying	deploy	VERB
easat-3676	38	23	machine	machine	NOUN
easat-3676	38	24	learning	learning	NOUN
easat-3676	38	25	models	model	NOUN
easat-3676	38	26	,	,	PUNCT
easat-3676	38	27	making	make	VERB
easat-3676	38	28	it	it	PRON
easat-3676	38	29	highly	highly	ADV
easat-3676	38	30	appealing	appealing	ADJ
easat-3676	38	31	for	for	ADP
easat-3676	38	32	smes	sme	NOUN
easat-3676	38	33	that	that	PRON
easat-3676	38	34	wish	wish	VERB
easat-3676	38	35	to	to	PART
easat-3676	38	36	leverage	leverage	VERB
easat-3676	38	37	data	data	NOUN
easat-3676	38	38	-	-	PUNCT
easat-3676	38	39	driven	drive	VERB
easat-3676	38	40	insights	insight	NOUN
easat-3676	38	41	to	to	PART
easat-3676	38	42	improve	improve	VERB
easat-3676	38	43	decision	decision	NOUN
easat-3676	38	44	-	-	PUNCT
easat-3676	38	45	making	making	NOUN
easat-3676	38	46	and	and	CCONJ
easat-3676	38	47	operations	operation	NOUN
easat-3676	38	48	.	.	PUNCT
easat-3676	39	1	this	this	DET
easat-3676	39	2	literature	literature	NOUN
easat-3676	39	3	review	review	NOUN
easat-3676	39	4	synthesizes	synthesize	VERB
easat-3676	39	5	research	research	NOUN
easat-3676	39	6	on	on	ADP
easat-3676	39	7	the	the	DET
easat-3676	39	8	use	use	NOUN
easat-3676	39	9	of	of	ADP
easat-3676	39	10	automl	automl	NOUN
easat-3676	39	11	in	in	ADP
easat-3676	39	12	smes	sme	NOUN
easat-3676	39	13	,	,	PUNCT
easat-3676	39	14	highlighting	highlight	VERB
easat-3676	39	15	relevant	relevant	ADJ
easat-3676	39	16	studies	study	NOUN
easat-3676	39	17	that	that	PRON
easat-3676	39	18	address	address	VERB
easat-3676	39	19	the	the	DET
easat-3676	39	20	benefits	benefit	NOUN
easat-3676	39	21	,	,	PUNCT
easat-3676	39	22	challenges	challenge	NOUN
easat-3676	39	23	,	,	PUNCT
easat-3676	39	24	and	and	CCONJ
easat-3676	39	25	current	current	ADJ
easat-3676	39	26	status	status	NOUN
easat-3676	39	27	of	of	ADP
easat-3676	39	28	automl	automl	NOUN
easat-3676	39	29	adoption	adoption	NOUN
easat-3676	39	30	in	in	ADP
easat-3676	39	31	this	this	DET
easat-3676	39	32	sector	sector	NOUN
easat-3676	39	33	.	.	PUNCT
easat-3676	40	1	research	research	NOUN
easat-3676	40	2	on	on	ADP
easat-3676	40	3	automl	automl	NOUN
easat-3676	40	4	has	have	AUX
easat-3676	40	5	intensified	intensify	VERB
easat-3676	40	6	over	over	ADP
easat-3676	40	7	recent	recent	ADJ
easat-3676	40	8	years	year	NOUN
easat-3676	40	9	,	,	PUNCT
easat-3676	40	10	particularly	particularly	ADV
easat-3676	40	11	as	as	SCONJ
easat-3676	40	12	its	its	PRON
easat-3676	40	13	benefits	benefit	NOUN
easat-3676	40	14	for	for	ADP
easat-3676	40	15	smes	sme	NOUN
easat-3676	40	16	have	have	AUX
easat-3676	40	17	become	become	VERB
easat-3676	40	18	clearer	clear	ADJ
easat-3676	40	19	.	.	PUNCT
easat-3676	41	1	one	one	NUM
easat-3676	41	2	major	major	ADJ
easat-3676	41	3	area	area	NOUN
easat-3676	41	4	of	of	ADP
easat-3676	41	5	focus	focus	NOUN
easat-3676	41	6	is	be	AUX
easat-3676	41	7	how	how	SCONJ
easat-3676	41	8	automl	automl	NOUN
easat-3676	41	9	can	can	AUX
easat-3676	41	10	be	be	AUX
easat-3676	41	11	tailored	tailor	VERB
easat-3676	41	12	to	to	PART
easat-3676	41	13	meet	meet	VERB
easat-3676	41	14	the	the	DET
easat-3676	41	15	specific	specific	ADJ
easat-3676	41	16	needs	need	NOUN
easat-3676	41	17	of	of	ADP
easat-3676	41	18	smes	sme	NOUN
easat-3676	41	19	,	,	PUNCT
easat-3676	41	20	which	which	PRON
easat-3676	41	21	typically	typically	ADV
easat-3676	41	22	lack	lack	VERB
easat-3676	41	23	the	the	DET
easat-3676	41	24	resources	resource	NOUN
easat-3676	41	25	and	and	CCONJ
easat-3676	41	26	technical	technical	ADJ
easat-3676	41	27	staff	staff	NOUN
easat-3676	41	28	to	to	PART
easat-3676	41	29	manage	manage	VERB
easat-3676	41	30	complex	complex	ADJ
easat-3676	41	31	ml	ml	X
easat-3676	41	32	workflows	workflow	NOUN
easat-3676	41	33	.	.	PUNCT
easat-3676	42	1	studies	study	NOUN
easat-3676	42	2	emphasize	emphasize	VERB
easat-3676	42	3	the	the	DET
easat-3676	42	4	importance	importance	NOUN
easat-3676	42	5	of	of	ADP
easat-3676	42	6	developing	develop	VERB
easat-3676	42	7	user	user	NOUN
easat-3676	42	8	-	-	PUNCT
easat-3676	42	9	friendly	friendly	ADJ
easat-3676	42	10	platforms	platform	NOUN
easat-3676	42	11	that	that	PRON
easat-3676	42	12	enable	enable	VERB
easat-3676	42	13	smes	sme	NOUN
easat-3676	42	14	to	to	PART
easat-3676	42	15	harness	harness	NOUN
easat-3676	42	16	the	the	DET
easat-3676	42	17	power	power	NOUN
easat-3676	42	18	of	of	ADP
easat-3676	42	19	ml	ml	NOUN
easat-3676	42	20	without	without	ADP
easat-3676	42	21	needing	need	VERB
easat-3676	42	22	to	to	PART
easat-3676	42	23	invest	invest	VERB
easat-3676	42	24	heavily	heavily	ADV
easat-3676	42	25	in	in	ADP
easat-3676	42	26	technical	technical	ADJ
easat-3676	42	27	expertise	expertise	NOUN
easat-3676	42	28	or	or	CCONJ
easat-3676	42	29	infrastructure	infrastructure	NOUN
easat-3676	42	30	.	.	PUNCT
easat-3676	43	1	several	several	ADJ
easat-3676	43	2	frameworks	framework	NOUN
easat-3676	43	3	have	have	AUX
easat-3676	43	4	been	be	AUX
easat-3676	43	5	proposed	propose	VERB
easat-3676	43	6	to	to	PART
easat-3676	43	7	facilitate	facilitate	VERB
easat-3676	43	8	automl	automl	ADJ
easat-3676	43	9	adoption	adoption	NOUN
easat-3676	43	10	,	,	PUNCT
easat-3676	43	11	emphasizing	emphasize	VERB
easat-3676	43	12	ease	ease	NOUN
easat-3676	43	13	of	of	ADP
easat-3676	43	14	use	use	NOUN
easat-3676	43	15	and	and	CCONJ
easat-3676	43	16	scalability	scalability	NOUN
easat-3676	43	17	,	,	PUNCT
easat-3676	43	18	which	which	PRON
easat-3676	43	19	are	be	AUX
easat-3676	43	20	crucial	crucial	ADJ
easat-3676	43	21	for	for	ADP
easat-3676	43	22	smes	sme	NOUN
easat-3676	43	23	operating	operate	VERB
easat-3676	43	24	in	in	ADP
easat-3676	43	25	dynamic	dynamic	ADJ
easat-3676	43	26	environments	environment	NOUN
easat-3676	43	27	.	.	PUNCT
easat-3676	44	1	research	research	NOUN
easat-3676	44	2	also	also	ADV
easat-3676	44	3	highlights	highlight	VERB
easat-3676	44	4	the	the	DET
easat-3676	44	5	growing	grow	VERB
easat-3676	44	6	number	number	NOUN
easat-3676	44	7	of	of	ADP
easat-3676	44	8	smes	sme	NOUN
easat-3676	44	9	adopting	adopt	VERB
easat-3676	44	10	automl	automl	NOUN
easat-3676	44	11	for	for	ADP
easat-3676	44	12	various	various	ADJ
easat-3676	44	13	applications	application	NOUN
easat-3676	44	14	,	,	PUNCT
easat-3676	44	15	such	such	ADJ
easat-3676	44	16	as	as	ADP
easat-3676	44	17	customer	customer	NOUN
easat-3676	44	18	segmentation	segmentation	NOUN
easat-3676	44	19	,	,	PUNCT
easat-3676	44	20	sales	sale	NOUN
easat-3676	44	21	forecasting	forecasting	NOUN
easat-3676	44	22	,	,	PUNCT
easat-3676	44	23	and	and	CCONJ
easat-3676	44	24	7677	7677	NUM
easat-3676	44	25	edelweiss	edelweiss	PROPN
easat-3676	44	26	applied	apply	VERB
easat-3676	44	27	science	science	NOUN
easat-3676	44	28	and	and	CCONJ
easat-3676	44	29	technology	technology	NOUN
easat-3676	44	30	issn	issn	PROPN
easat-3676	44	31	:	:	PUNCT
easat-3676	44	32	2576	2576	NUM
easat-3676	44	33	-	-	SYM
easat-3676	44	34	8484	8484	NUM
easat-3676	44	35	vol	vol	NOUN
easat-3676	44	36	.	.	PROPN
easat-3676	44	37	8	8	NUM
easat-3676	44	38	,	,	PUNCT
easat-3676	44	39	no	no	INTJ
easat-3676	44	40	.	.	NOUN
easat-3676	44	41	6	6	NUM
easat-3676	44	42	:	:	SYM
easat-3676	44	43	7675	7675	NUM
easat-3676	44	44	-	-	SYM
easat-3676	44	45	7685	7685	NUM
easat-3676	44	46	,	,	PUNCT
easat-3676	44	47	2024	2024	NUM
easat-3676	44	48	doi	doi	NOUN
easat-3676	44	49	:	:	PUNCT
easat-3676	44	50	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	44	51	©	©	ADP
easat-3676	44	52	2024	2024	NUM
easat-3676	44	53	by	by	ADP
easat-3676	44	54	the	the	DET
easat-3676	44	55	authors	author	NOUN
easat-3676	44	56	;	;	PUNCT
easat-3676	44	57	licensee	licensee	PROPN
easat-3676	44	58	learning	learning	NOUN
easat-3676	44	59	gate	gate	PROPN
easat-3676	44	60	anomaly	anomaly	PROPN
easat-3676	44	61	detection	detection	NOUN
easat-3676	44	62	.	.	PUNCT
easat-3676	45	1	these	these	DET
easat-3676	45	2	tools	tool	NOUN
easat-3676	45	3	allow	allow	VERB
easat-3676	45	4	businesses	business	NOUN
easat-3676	45	5	to	to	PART
easat-3676	45	6	gain	gain	VERB
easat-3676	45	7	a	a	DET
easat-3676	45	8	competitive	competitive	ADJ
easat-3676	45	9	edge	edge	NOUN
easat-3676	45	10	by	by	ADP
easat-3676	45	11	making	make	VERB
easat-3676	45	12	data	datum	NOUN
easat-3676	45	13	-	-	PUNCT
easat-3676	45	14	driven	drive	VERB
easat-3676	45	15	decisions	decision	NOUN
easat-3676	45	16	that	that	PRON
easat-3676	45	17	optimize	optimize	VERB
easat-3676	45	18	operations	operation	NOUN
easat-3676	45	19	and	and	CCONJ
easat-3676	45	20	drive	drive	VERB
easat-3676	45	21	growth	growth	NOUN
easat-3676	45	22	.	.	PUNCT
easat-3676	46	1	2.1	2.1	NUM
easat-3676	46	2	.	.	PUNCT
easat-3676	46	3	techniques	technique	NOUN
easat-3676	46	4	and	and	CCONJ
easat-3676	46	5	applications	application	NOUN
easat-3676	46	6	of	of	ADP
easat-3676	46	7	automl	automl	NOUN
easat-3676	46	8	in	in	ADP
easat-3676	46	9	smes	sme	NOUN
easat-3676	46	10	the	the	DET
easat-3676	46	11	use	use	NOUN
easat-3676	46	12	of	of	ADP
easat-3676	46	13	automl	automl	NOUN
easat-3676	46	14	techniques	technique	NOUN
easat-3676	46	15	in	in	ADP
easat-3676	46	16	smes	sme	NOUN
easat-3676	46	17	is	be	AUX
easat-3676	46	18	increasingly	increasingly	ADV
easat-3676	46	19	directed	direct	VERB
easat-3676	46	20	toward	toward	ADP
easat-3676	46	21	predictive	predictive	ADJ
easat-3676	46	22	modeling	modeling	NOUN
easat-3676	46	23	tasks	task	NOUN
easat-3676	46	24	that	that	PRON
easat-3676	46	25	align	align	VERB
easat-3676	46	26	with	with	ADP
easat-3676	46	27	business	business	NOUN
easat-3676	46	28	priorities	priority	NOUN
easat-3676	46	29	.	.	PUNCT
easat-3676	47	1	these	these	PRON
easat-3676	47	2	include	include	VERB
easat-3676	47	3	applications	application	NOUN
easat-3676	47	4	such	such	ADJ
easat-3676	47	5	as	as	ADP
easat-3676	47	6	customer	customer	NOUN
easat-3676	47	7	behavior	behavior	NOUN
easat-3676	47	8	analysis	analysis	NOUN
easat-3676	47	9	,	,	PUNCT
easat-3676	47	10	inventory	inventory	NOUN
easat-3676	47	11	management	management	NOUN
easat-3676	47	12	,	,	PUNCT
easat-3676	47	13	and	and	CCONJ
easat-3676	47	14	demand	demand	NOUN
easat-3676	47	15	forecasting	forecasting	NOUN
easat-3676	47	16	,	,	PUNCT
easat-3676	47	17	which	which	PRON
easat-3676	47	18	are	be	AUX
easat-3676	47	19	essential	essential	ADJ
easat-3676	47	20	for	for	ADP
easat-3676	47	21	improving	improve	VERB
easat-3676	47	22	operational	operational	ADJ
easat-3676	47	23	efficiency	efficiency	NOUN
easat-3676	47	24	and	and	CCONJ
easat-3676	47	25	competitiveness	competitiveness	NOUN
easat-3676	47	26	.	.	PUNCT
easat-3676	48	1	automl	automl	NOUN
easat-3676	48	2	tools	tool	NOUN
easat-3676	48	3	have	have	AUX
easat-3676	48	4	proven	prove	VERB
easat-3676	48	5	especially	especially	ADV
easat-3676	48	6	valuable	valuable	ADJ
easat-3676	48	7	in	in	ADP
easat-3676	48	8	areas	area	NOUN
easat-3676	48	9	where	where	SCONJ
easat-3676	48	10	smes	sme	NOUN
easat-3676	48	11	traditionally	traditionally	ADV
easat-3676	48	12	struggle	struggle	VERB
easat-3676	48	13	due	due	ADJ
easat-3676	48	14	to	to	ADP
easat-3676	48	15	limited	limited	ADJ
easat-3676	48	16	access	access	NOUN
easat-3676	48	17	to	to	ADP
easat-3676	48	18	large	large	ADJ
easat-3676	48	19	datasets	dataset	NOUN
easat-3676	48	20	or	or	CCONJ
easat-3676	48	21	advanced	advanced	ADJ
easat-3676	48	22	computing	computing	NOUN
easat-3676	48	23	power	power	NOUN
easat-3676	48	24	.	.	PUNCT
easat-3676	49	1	automl	automl	NOUN
easat-3676	49	2	platforms	platform	NOUN
easat-3676	49	3	like	like	ADP
easat-3676	49	4	google	google	PROPN
easat-3676	49	5	cloud	cloud	PROPN
easat-3676	49	6	’s	’s	PART
easat-3676	49	7	automl	automl	NOUN
easat-3676	49	8	and	and	CCONJ
easat-3676	49	9	microsoft	microsoft	PROPN
easat-3676	49	10	’s	’s	PROPN
easat-3676	49	11	azure	azure	PROPN
easat-3676	49	12	automl	automl	PROPN
easat-3676	49	13	offer	offer	VERB
easat-3676	49	14	smes	sme	NOUN
easat-3676	49	15	access	access	NOUN
easat-3676	49	16	to	to	ADP
easat-3676	49	17	powerful	powerful	ADJ
easat-3676	49	18	ai	ai	VERB
easat-3676	49	19	capabilities	capability	NOUN
easat-3676	49	20	without	without	ADP
easat-3676	49	21	the	the	DET
easat-3676	49	22	need	need	NOUN
easat-3676	49	23	for	for	ADP
easat-3676	49	24	bespoke	bespoke	NOUN
easat-3676	49	25	models	model	NOUN
easat-3676	49	26	or	or	CCONJ
easat-3676	49	27	advanced	advanced	ADJ
easat-3676	49	28	in	in	ADP
easat-3676	49	29	-	-	PUNCT
easat-3676	49	30	house	house	NOUN
easat-3676	49	31	expertise	expertise	NOUN
easat-3676	49	32	.	.	PUNCT
easat-3676	50	1	deep	deep	ADJ
easat-3676	50	2	learning	learning	NOUN
easat-3676	50	3	,	,	PUNCT
easat-3676	50	4	a	a	DET
easat-3676	50	5	subset	subset	NOUN
easat-3676	50	6	of	of	ADP
easat-3676	50	7	automl	automl	NOUN
easat-3676	50	8	,	,	PUNCT
easat-3676	50	9	has	have	AUX
easat-3676	50	10	also	also	ADV
easat-3676	50	11	seen	see	VERB
easat-3676	50	12	a	a	DET
easat-3676	50	13	surge	surge	NOUN
easat-3676	50	14	in	in	ADP
easat-3676	50	15	adoption	adoption	NOUN
easat-3676	50	16	among	among	ADP
easat-3676	50	17	smes	sme	NOUN
easat-3676	50	18	,	,	PUNCT
easat-3676	50	19	particularly	particularly	ADV
easat-3676	50	20	for	for	ADP
easat-3676	50	21	tasks	task	NOUN
easat-3676	50	22	involving	involve	VERB
easat-3676	50	23	image	image	NOUN
easat-3676	50	24	recognition	recognition	NOUN
easat-3676	50	25	,	,	PUNCT
easat-3676	50	26	natural	natural	ADJ
easat-3676	50	27	language	language	NOUN
easat-3676	50	28	processing	processing	NOUN
easat-3676	50	29	,	,	PUNCT
easat-3676	50	30	and	and	CCONJ
easat-3676	50	31	time	time	NOUN
easat-3676	50	32	-	-	PUNCT
easat-3676	50	33	series	series	NOUN
easat-3676	50	34	analysis	analysis	NOUN
easat-3676	50	35	.	.	PUNCT
easat-3676	51	1	while	while	SCONJ
easat-3676	51	2	deep	deep	ADJ
easat-3676	51	3	learning	learning	NOUN
easat-3676	51	4	models	model	NOUN
easat-3676	51	5	are	be	AUX
easat-3676	51	6	typically	typically	ADV
easat-3676	51	7	more	more	ADV
easat-3676	51	8	complex	complex	ADJ
easat-3676	51	9	and	and	CCONJ
easat-3676	51	10	resource	resource	NOUN
easat-3676	51	11	-	-	PUNCT
easat-3676	51	12	intensive	intensive	ADJ
easat-3676	51	13	,	,	PUNCT
easat-3676	51	14	automl	automl	NOUN
easat-3676	51	15	simplifies	simplify	VERB
easat-3676	51	16	their	their	PRON
easat-3676	51	17	implementation	implementation	NOUN
easat-3676	51	18	,	,	PUNCT
easat-3676	51	19	allowing	allow	VERB
easat-3676	51	20	smes	sme	NOUN
easat-3676	51	21	to	to	PART
easat-3676	51	22	integrate	integrate	VERB
easat-3676	51	23	these	these	DET
easat-3676	51	24	innovative	innovative	ADJ
easat-3676	51	25	technologies	technology	NOUN
easat-3676	51	26	into	into	ADP
easat-3676	51	27	their	their	PRON
easat-3676	51	28	business	business	NOUN
easat-3676	51	29	operations	operation	NOUN
easat-3676	51	30	.	.	PUNCT
easat-3676	52	1	studies	study	NOUN
easat-3676	52	2	consistently	consistently	ADV
easat-3676	52	3	show	show	VERB
easat-3676	52	4	that	that	SCONJ
easat-3676	52	5	smes	sme	NOUN
easat-3676	52	6	using	use	VERB
easat-3676	52	7	automl	automl	NOUN
easat-3676	52	8	for	for	ADP
easat-3676	52	9	deep	deep	ADJ
easat-3676	52	10	learning	learning	NOUN
easat-3676	52	11	are	be	AUX
easat-3676	52	12	able	able	ADJ
easat-3676	52	13	to	to	PART
easat-3676	52	14	extract	extract	VERB
easat-3676	52	15	valuable	valuable	ADJ
easat-3676	52	16	insights	insight	NOUN
easat-3676	52	17	from	from	ADP
easat-3676	52	18	their	their	PRON
easat-3676	52	19	data	datum	NOUN
easat-3676	52	20	,	,	PUNCT
easat-3676	52	21	improving	improve	VERB
easat-3676	52	22	their	their	PRON
easat-3676	52	23	ability	ability	NOUN
easat-3676	52	24	to	to	PART
easat-3676	52	25	innovate	innovate	VERB
easat-3676	52	26	and	and	CCONJ
easat-3676	52	27	stay	stay	VERB
easat-3676	52	28	competitive	competitive	ADJ
easat-3676	52	29	.	.	PUNCT
easat-3676	53	1	2.2	2.2	NUM
easat-3676	53	2	.	.	PUNCT
easat-3676	53	3	advantages	advantage	NOUN
easat-3676	53	4	of	of	ADP
easat-3676	53	5	applying	apply	VERB
easat-3676	53	6	automl	automl	NOUN
easat-3676	53	7	in	in	ADP
easat-3676	53	8	smes	sme	NOUN
easat-3676	53	9	the	the	DET
easat-3676	53	10	integration	integration	NOUN
easat-3676	53	11	of	of	ADP
easat-3676	53	12	automl	automl	NOUN
easat-3676	53	13	into	into	ADP
easat-3676	53	14	smes	sme	NOUN
easat-3676	53	15	offers	offer	VERB
easat-3676	53	16	numerous	numerous	ADJ
easat-3676	53	17	advantages	advantage	NOUN
easat-3676	53	18	,	,	PUNCT
easat-3676	53	19	with	with	ADP
easat-3676	53	20	enhanced	enhanced	ADJ
easat-3676	53	21	decision	decision	NOUN
easat-3676	53	22	-	-	PUNCT
easat-3676	53	23	making	making	NOUN
easat-3676	53	24	being	be	AUX
easat-3676	53	25	one	one	NUM
easat-3676	53	26	of	of	ADP
easat-3676	53	27	the	the	DET
easat-3676	53	28	most	most	ADV
easat-3676	53	29	notable	notable	ADJ
easat-3676	53	30	.	.	PUNCT
easat-3676	54	1	by	by	ADP
easat-3676	54	2	analyzing	analyze	VERB
easat-3676	54	3	large	large	ADJ
easat-3676	54	4	datasets	dataset	NOUN
easat-3676	54	5	,	,	PUNCT
easat-3676	54	6	automl	automl	NOUN
easat-3676	54	7	models	model	NOUN
easat-3676	54	8	can	can	AUX
easat-3676	54	9	uncover	uncover	VERB
easat-3676	54	10	patterns	pattern	NOUN
easat-3676	54	11	and	and	CCONJ
easat-3676	54	12	trends	trend	NOUN
easat-3676	54	13	that	that	PRON
easat-3676	54	14	would	would	AUX
easat-3676	54	15	otherwise	otherwise	ADV
easat-3676	54	16	remain	remain	VERB
easat-3676	54	17	hidden	hidden	ADJ
easat-3676	54	18	,	,	PUNCT
easat-3676	54	19	empowering	empower	VERB
easat-3676	54	20	smes	sme	NOUN
easat-3676	54	21	to	to	PART
easat-3676	54	22	make	make	VERB
easat-3676	54	23	more	more	ADV
easat-3676	54	24	informed	informed	ADJ
easat-3676	54	25	business	business	NOUN
easat-3676	54	26	decisions	decision	NOUN
easat-3676	54	27	.	.	PUNCT
easat-3676	55	1	this	this	PRON
easat-3676	55	2	is	be	AUX
easat-3676	55	3	particularly	particularly	ADV
easat-3676	55	4	valuable	valuable	ADJ
easat-3676	55	5	in	in	ADP
easat-3676	55	6	areas	area	NOUN
easat-3676	55	7	like	like	ADP
easat-3676	55	8	marketing	marketing	NOUN
easat-3676	55	9	,	,	PUNCT
easat-3676	55	10	where	where	SCONJ
easat-3676	55	11	understanding	understand	VERB
easat-3676	55	12	customer	customer	NOUN
easat-3676	55	13	preferences	preference	NOUN
easat-3676	55	14	can	can	AUX
easat-3676	55	15	lead	lead	VERB
easat-3676	55	16	to	to	ADP
easat-3676	55	17	more	more	ADV
easat-3676	55	18	effective	effective	ADJ
easat-3676	55	19	campaigns	campaign	NOUN
easat-3676	55	20	,	,	PUNCT
easat-3676	55	21	or	or	CCONJ
easat-3676	55	22	in	in	ADP
easat-3676	55	23	operations	operation	NOUN
easat-3676	55	24	,	,	PUNCT
easat-3676	55	25	where	where	SCONJ
easat-3676	55	26	supply	supply	NOUN
easat-3676	55	27	chain	chain	NOUN
easat-3676	55	28	optimization	optimization	NOUN
easat-3676	55	29	can	can	AUX
easat-3676	55	30	result	result	VERB
easat-3676	55	31	in	in	ADP
easat-3676	55	32	significant	significant	ADJ
easat-3676	55	33	cost	cost	NOUN
easat-3676	55	34	savings	saving	NOUN
easat-3676	55	35	.	.	PUNCT
easat-3676	56	1	moreover	moreover	ADV
easat-3676	56	2	,	,	PUNCT
easat-3676	56	3	automl	automl	NOUN
easat-3676	56	4	contributes	contribute	VERB
easat-3676	56	5	to	to	ADP
easat-3676	56	6	increased	increase	VERB
easat-3676	56	7	efficiency	efficiency	NOUN
easat-3676	56	8	by	by	ADP
easat-3676	56	9	automating	automate	VERB
easat-3676	56	10	routine	routine	ADJ
easat-3676	56	11	tasks	task	NOUN
easat-3676	56	12	such	such	ADJ
easat-3676	56	13	as	as	ADP
easat-3676	56	14	data	datum	NOUN
easat-3676	56	15	entry	entry	NOUN
easat-3676	56	16	,	,	PUNCT
easat-3676	56	17	fraud	fraud	NOUN
easat-3676	56	18	detection	detection	NOUN
easat-3676	56	19	,	,	PUNCT
easat-3676	56	20	and	and	CCONJ
easat-3676	56	21	customer	customer	NOUN
easat-3676	56	22	service	service	NOUN
easat-3676	56	23	interactions	interaction	NOUN
easat-3676	56	24	.	.	PUNCT
easat-3676	57	1	automation	automation	NOUN
easat-3676	57	2	allows	allow	VERB
easat-3676	57	3	smes	sme	NOUN
easat-3676	57	4	to	to	PART
easat-3676	57	5	reallocate	reallocate	VERB
easat-3676	57	6	human	human	ADJ
easat-3676	57	7	resources	resource	NOUN
easat-3676	57	8	to	to	ADP
easat-3676	57	9	higher	high	ADJ
easat-3676	57	10	-	-	PUNCT
easat-3676	57	11	value	value	NOUN
easat-3676	57	12	activities	activity	NOUN
easat-3676	57	13	,	,	PUNCT
easat-3676	57	14	enhancing	enhance	VERB
easat-3676	57	15	productivity	productivity	NOUN
easat-3676	57	16	and	and	CCONJ
easat-3676	57	17	operational	operational	ADJ
easat-3676	57	18	efficiency	efficiency	NOUN
easat-3676	57	19	.	.	PUNCT
easat-3676	58	1	the	the	DET
easat-3676	58	2	ability	ability	NOUN
easat-3676	58	3	to	to	PART
easat-3676	58	4	scale	scale	VERB
easat-3676	58	5	ml	ml	NOUN
easat-3676	58	6	models	model	NOUN
easat-3676	58	7	as	as	SCONJ
easat-3676	58	8	a	a	DET
easat-3676	58	9	business	business	NOUN
easat-3676	58	10	grows	grow	VERB
easat-3676	58	11	is	be	AUX
easat-3676	58	12	another	another	DET
easat-3676	58	13	advantage	advantage	NOUN
easat-3676	58	14	,	,	PUNCT
easat-3676	58	15	providing	provide	VERB
easat-3676	58	16	smes	sme	NOUN
easat-3676	58	17	with	with	ADP
easat-3676	58	18	the	the	DET
easat-3676	58	19	flexibility	flexibility	NOUN
easat-3676	58	20	to	to	PART
easat-3676	58	21	adapt	adapt	VERB
easat-3676	58	22	their	their	PRON
easat-3676	58	23	ml	ml	NOUN
easat-3676	58	24	solutions	solution	NOUN
easat-3676	58	25	as	as	SCONJ
easat-3676	58	26	their	their	PRON
easat-3676	58	27	data	datum	NOUN
easat-3676	58	28	volumes	volume	NOUN
easat-3676	58	29	and	and	CCONJ
easat-3676	58	30	operational	operational	ADJ
easat-3676	58	31	needs	need	NOUN
easat-3676	58	32	expand	expand	VERB
easat-3676	58	33	.	.	PUNCT
easat-3676	59	1	2.3	2.3	NUM
easat-3676	59	2	.	.	PUNCT
easat-3676	59	3	challenges	challenge	NOUN
easat-3676	59	4	and	and	CCONJ
easat-3676	59	5	issues	issue	NOUN
easat-3676	59	6	in	in	ADP
easat-3676	59	7	automl	automl	NOUN
easat-3676	59	8	adoption	adoption	NOUN
easat-3676	59	9	despite	despite	SCONJ
easat-3676	59	10	its	its	PRON
easat-3676	59	11	advantages	advantage	NOUN
easat-3676	59	12	,	,	PUNCT
easat-3676	59	13	the	the	DET
easat-3676	59	14	adoption	adoption	NOUN
easat-3676	59	15	of	of	ADP
easat-3676	59	16	automl	automl	NOUN
easat-3676	59	17	in	in	ADP
easat-3676	59	18	smes	sme	NOUN
easat-3676	59	19	is	be	AUX
easat-3676	59	20	not	not	PART
easat-3676	59	21	without	without	ADP
easat-3676	59	22	challenges	challenge	NOUN
easat-3676	59	23	.	.	PUNCT
easat-3676	60	1	one	one	NUM
easat-3676	60	2	of	of	ADP
easat-3676	60	3	the	the	DET
easat-3676	60	4	primary	primary	ADJ
easat-3676	60	5	issues	issue	NOUN
easat-3676	60	6	is	be	AUX
easat-3676	60	7	the	the	DET
easat-3676	60	8	lack	lack	NOUN
easat-3676	60	9	of	of	ADP
easat-3676	60	10	high	high	ADJ
easat-3676	60	11	-	-	PUNCT
easat-3676	60	12	quality	quality	NOUN
easat-3676	60	13	data	datum	NOUN
easat-3676	60	14	.	.	PUNCT
easat-3676	61	1	effective	effective	ADJ
easat-3676	61	2	ml	ml	NOUN
easat-3676	61	3	models	model	NOUN
easat-3676	61	4	depend	depend	VERB
easat-3676	61	5	on	on	ADP
easat-3676	61	6	large	large	ADJ
easat-3676	61	7	,	,	PUNCT
easat-3676	61	8	clean	clean	ADJ
easat-3676	61	9	,	,	PUNCT
easat-3676	61	10	and	and	CCONJ
easat-3676	61	11	wellstructured	wellstructure	VERB
easat-3676	61	12	datasets	dataset	NOUN
easat-3676	61	13	,	,	PUNCT
easat-3676	61	14	but	but	CCONJ
easat-3676	61	15	smes	sme	NOUN
easat-3676	61	16	often	often	ADV
easat-3676	61	17	face	face	VERB
easat-3676	61	18	difficulties	difficulty	NOUN
easat-3676	61	19	in	in	ADP
easat-3676	61	20	accessing	access	VERB
easat-3676	61	21	such	such	ADJ
easat-3676	61	22	data	datum	NOUN
easat-3676	61	23	.	.	PUNCT
easat-3676	62	1	this	this	DET
easat-3676	62	2	limitation	limitation	NOUN
easat-3676	62	3	can	can	AUX
easat-3676	62	4	significantly	significantly	ADV
easat-3676	62	5	undermine	undermine	VERB
easat-3676	62	6	the	the	DET
easat-3676	62	7	performance	performance	NOUN
easat-3676	62	8	of	of	ADP
easat-3676	62	9	automl	automl	NOUN
easat-3676	62	10	models	model	NOUN
easat-3676	62	11	,	,	PUNCT
easat-3676	62	12	as	as	SCONJ
easat-3676	62	13	smaller	small	ADJ
easat-3676	62	14	or	or	CCONJ
easat-3676	62	15	noisier	noisy	ADJ
easat-3676	62	16	datasets	dataset	NOUN
easat-3676	62	17	may	may	AUX
easat-3676	62	18	lead	lead	VERB
easat-3676	62	19	to	to	ADP
easat-3676	62	20	less	less	ADV
easat-3676	62	21	accurate	accurate	ADJ
easat-3676	62	22	predictions	prediction	NOUN
easat-3676	62	23	or	or	CCONJ
easat-3676	62	24	insights	insight	NOUN
easat-3676	62	25	.	.	PUNCT
easat-3676	63	1	another	another	DET
easat-3676	63	2	major	major	ADJ
easat-3676	63	3	hurdle	hurdle	NOUN
easat-3676	63	4	is	be	AUX
easat-3676	63	5	the	the	DET
easat-3676	63	6	technical	technical	ADJ
easat-3676	63	7	expertise	expertise	NOUN
easat-3676	63	8	required	require	VERB
easat-3676	63	9	to	to	PART
easat-3676	63	10	implement	implement	VERB
easat-3676	63	11	and	and	CCONJ
easat-3676	63	12	manage	manage	VERB
easat-3676	63	13	automl	automl	NOUN
easat-3676	63	14	systems	system	NOUN
easat-3676	63	15	.	.	PUNCT
easat-3676	64	1	while	while	SCONJ
easat-3676	64	2	automl	automl	NOUN
easat-3676	64	3	platforms	platform	NOUN
easat-3676	64	4	simplify	simplify	VERB
easat-3676	64	5	many	many	ADJ
easat-3676	64	6	processes	process	NOUN
easat-3676	64	7	,	,	PUNCT
easat-3676	64	8	smes	sme	NOUN
easat-3676	64	9	still	still	ADV
easat-3676	64	10	need	need	VERB
easat-3676	64	11	a	a	DET
easat-3676	64	12	basic	basic	ADJ
easat-3676	64	13	understanding	understanding	NOUN
easat-3676	64	14	of	of	ADP
easat-3676	64	15	machine	machine	NOUN
easat-3676	64	16	learning	learn	VERB
easat-3676	64	17	concepts	concept	NOUN
easat-3676	64	18	to	to	PART
easat-3676	64	19	effectively	effectively	ADV
easat-3676	64	20	deploy	deploy	VERB
easat-3676	64	21	these	these	DET
easat-3676	64	22	tools	tool	NOUN
easat-3676	64	23	.	.	PUNCT
easat-3676	65	1	this	this	PRON
easat-3676	65	2	presents	present	VERB
easat-3676	65	3	a	a	DET
easat-3676	65	4	barrier	barrier	NOUN
easat-3676	65	5	for	for	ADP
easat-3676	65	6	businesses	business	NOUN
easat-3676	65	7	without	without	ADP
easat-3676	65	8	dedicated	dedicated	ADJ
easat-3676	65	9	data	datum	NOUN
easat-3676	65	10	science	science	NOUN
easat-3676	65	11	teams	team	NOUN
easat-3676	65	12	.	.	PUNCT
easat-3676	66	1	additionally	additionally	ADV
easat-3676	66	2	,	,	PUNCT
easat-3676	66	3	the	the	DET
easat-3676	66	4	talent	talent	NOUN
easat-3676	66	5	gap	gap	NOUN
easat-3676	66	6	in	in	ADP
easat-3676	66	7	the	the	DET
easat-3676	66	8	data	data	NOUN
easat-3676	66	9	science	science	NOUN
easat-3676	66	10	and	and	CCONJ
easat-3676	66	11	ai	ai	PROPN
easat-3676	66	12	fields	field	NOUN
easat-3676	66	13	further	far	ADV
easat-3676	66	14	complicates	complicate	VERB
easat-3676	66	15	recruitment	recruitment	NOUN
easat-3676	66	16	and	and	CCONJ
easat-3676	66	17	retention	retention	NOUN
easat-3676	66	18	efforts	effort	NOUN
easat-3676	66	19	for	for	ADP
easat-3676	66	20	smes	sme	NOUN
easat-3676	66	21	seeking	seek	VERB
easat-3676	66	22	to	to	PART
easat-3676	66	23	build	build	VERB
easat-3676	66	24	in	in	ADP
easat-3676	66	25	-	-	PUNCT
easat-3676	66	26	house	house	NOUN
easat-3676	66	27	expertise	expertise	NOUN
easat-3676	66	28	.	.	PUNCT
easat-3676	67	1	the	the	DET
easat-3676	67	2	interpretability	interpretability	NOUN
easat-3676	67	3	and	and	CCONJ
easat-3676	67	4	transparency	transparency	NOUN
easat-3676	67	5	of	of	ADP
easat-3676	67	6	automl	automl	NOUN
easat-3676	67	7	models	model	NOUN
easat-3676	67	8	pose	pose	VERB
easat-3676	67	9	further	further	ADJ
easat-3676	67	10	challenges	challenge	NOUN
easat-3676	67	11	.	.	PUNCT
easat-3676	68	1	many	many	ADJ
easat-3676	68	2	automl	automl	ADJ
easat-3676	68	3	solutions	solution	NOUN
easat-3676	68	4	,	,	PUNCT
easat-3676	68	5	particularly	particularly	ADV
easat-3676	68	6	those	those	PRON
easat-3676	68	7	involving	involve	VERB
easat-3676	68	8	deep	deep	ADJ
easat-3676	68	9	learning	learning	NOUN
easat-3676	68	10	,	,	PUNCT
easat-3676	68	11	operate	operate	VERB
easat-3676	68	12	as	as	ADP
easat-3676	68	13	"	"	PUNCT
easat-3676	68	14	black	black	ADJ
easat-3676	68	15	boxes	box	NOUN
easat-3676	68	16	,	,	PUNCT
easat-3676	68	17	"	"	PUNCT
easat-3676	68	18	where	where	SCONJ
easat-3676	68	19	the	the	DET
easat-3676	68	20	decisionmaking	decisionmake	VERB
easat-3676	68	21	process	process	NOUN
easat-3676	68	22	is	be	AUX
easat-3676	68	23	not	not	PART
easat-3676	68	24	easily	easily	ADV
easat-3676	68	25	understood	understand	VERB
easat-3676	68	26	by	by	ADP
easat-3676	68	27	users	user	NOUN
easat-3676	68	28	.	.	PUNCT
easat-3676	69	1	this	this	DET
easat-3676	69	2	lack	lack	NOUN
easat-3676	69	3	of	of	ADP
easat-3676	69	4	transparency	transparency	NOUN
easat-3676	69	5	can	can	AUX
easat-3676	69	6	lead	lead	VERB
easat-3676	69	7	to	to	ADP
easat-3676	69	8	concerns	concern	NOUN
easat-3676	69	9	about	about	ADP
easat-3676	69	10	the	the	DET
easat-3676	69	11	fairness	fairness	NOUN
easat-3676	69	12	,	,	PUNCT
easat-3676	69	13	bias	bias	NOUN
easat-3676	69	14	,	,	PUNCT
easat-3676	69	15	and	and	CCONJ
easat-3676	69	16	accountability	accountability	NOUN
easat-3676	69	17	of	of	ADP
easat-3676	69	18	the	the	DET
easat-3676	69	19	models	model	NOUN
easat-3676	69	20	,	,	PUNCT
easat-3676	69	21	especially	especially	ADV
easat-3676	69	22	in	in	ADP
easat-3676	69	23	industries	industry	NOUN
easat-3676	69	24	where	where	SCONJ
easat-3676	69	25	regulatory	regulatory	ADJ
easat-3676	69	26	compliance	compliance	NOUN
easat-3676	69	27	and	and	CCONJ
easat-3676	69	28	ethical	ethical	ADJ
easat-3676	69	29	considerations	consideration	NOUN
easat-3676	69	30	are	be	AUX
easat-3676	69	31	paramount	paramount	ADJ
easat-3676	69	32	.	.	PUNCT
easat-3676	70	1	scalability	scalability	NOUN
easat-3676	70	2	also	also	ADV
easat-3676	70	3	presents	present	VERB
easat-3676	70	4	a	a	DET
easat-3676	70	5	challenge	challenge	NOUN
easat-3676	70	6	for	for	ADP
easat-3676	70	7	smes	sme	NOUN
easat-3676	70	8	using	use	VERB
easat-3676	70	9	automl	automl	NOUN
easat-3676	70	10	.	.	PUNCT
easat-3676	71	1	as	as	SCONJ
easat-3676	71	2	businesses	business	NOUN
easat-3676	71	3	grow	grow	VERB
easat-3676	71	4	,	,	PUNCT
easat-3676	71	5	so	so	ADV
easat-3676	71	6	do	do	VERB
easat-3676	71	7	their	their	PRON
easat-3676	71	8	data	datum	NOUN
easat-3676	71	9	and	and	CCONJ
easat-3676	71	10	computational	computational	ADJ
easat-3676	71	11	requirements	requirement	NOUN
easat-3676	71	12	.	.	PUNCT
easat-3676	72	1	scaling	scale	VERB
easat-3676	72	2	automl	automl	NOUN
easat-3676	72	3	solutions	solution	NOUN
easat-3676	72	4	to	to	PART
easat-3676	72	5	accommodate	accommodate	VERB
easat-3676	72	6	these	these	DET
easat-3676	72	7	demands	demand	NOUN
easat-3676	72	8	can	can	AUX
easat-3676	72	9	be	be	AUX
easat-3676	72	10	costly	costly	ADJ
easat-3676	72	11	,	,	PUNCT
easat-3676	72	12	particularly	particularly	ADV
easat-3676	72	13	when	when	SCONJ
easat-3676	72	14	smes	sme	NOUN
easat-3676	72	15	must	must	AUX
easat-3676	72	16	invest	invest	VERB
easat-3676	72	17	in	in	ADP
easat-3676	72	18	cloud	cloud	ADJ
easat-3676	72	19	infrastructure	infrastructure	NOUN
easat-3676	72	20	or	or	CCONJ
easat-3676	72	21	other	other	ADJ
easat-3676	72	22	advanced	advanced	ADJ
easat-3676	72	23	technologies	technology	NOUN
easat-3676	72	24	.	.	PUNCT
easat-3676	73	1	moreover	moreover	ADV
easat-3676	73	2	,	,	PUNCT
easat-3676	73	3	while	while	SCONJ
easat-3676	73	4	automl	automl	NOUN
easat-3676	73	5	helps	help	VERB
easat-3676	73	6	reduce	reduce	VERB
easat-3676	73	7	the	the	DET
easat-3676	73	8	need	need	NOUN
easat-3676	73	9	for	for	ADP
easat-3676	73	10	custom	custom	NOUN
easat-3676	73	11	coding	coding	NOUN
easat-3676	73	12	or	or	CCONJ
easat-3676	73	13	manual	manual	ADJ
easat-3676	73	14	model	model	NOUN
easat-3676	73	15	building	building	NOUN
easat-3676	73	16	,	,	PUNCT
easat-3676	73	17	it	it	PRON
easat-3676	73	18	may	may	AUX
easat-3676	73	19	not	not	PART
easat-3676	73	20	always	always	ADV
easat-3676	73	21	offer	offer	VERB
easat-3676	73	22	the	the	DET
easat-3676	73	23	flexibility	flexibility	NOUN
easat-3676	73	24	required	require	VERB
easat-3676	73	25	to	to	PART
easat-3676	73	26	address	address	VERB
easat-3676	73	27	highly	highly	ADV
easat-3676	73	28	specific	specific	ADJ
easat-3676	73	29	or	or	CCONJ
easat-3676	73	30	unique	unique	ADJ
easat-3676	73	31	business	business	NOUN
easat-3676	73	32	problems	problem	NOUN
easat-3676	73	33	.	.	PUNCT
easat-3676	74	1	7678	7678	NUM
easat-3676	74	2	edelweiss	edelweiss	PROPN
easat-3676	74	3	applied	apply	VERB
easat-3676	74	4	science	science	NOUN
easat-3676	74	5	and	and	CCONJ
easat-3676	74	6	technology	technology	NOUN
easat-3676	74	7	issn	issn	PROPN
easat-3676	74	8	:	:	PUNCT
easat-3676	74	9	2576	2576	NUM
easat-3676	74	10	-	-	SYM
easat-3676	74	11	8484	8484	NUM
easat-3676	74	12	vol	vol	NOUN
easat-3676	74	13	.	.	PROPN
easat-3676	74	14	8	8	NUM
easat-3676	74	15	,	,	PUNCT
easat-3676	74	16	no	no	INTJ
easat-3676	74	17	.	.	NOUN
easat-3676	74	18	6	6	NUM
easat-3676	74	19	:	:	SYM
easat-3676	74	20	7675	7675	NUM
easat-3676	74	21	-	-	SYM
easat-3676	74	22	7685	7685	NUM
easat-3676	74	23	,	,	PUNCT
easat-3676	74	24	2024	2024	NUM
easat-3676	74	25	doi	doi	NOUN
easat-3676	74	26	:	:	PUNCT
easat-3676	74	27	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	74	28	©	©	ADP
easat-3676	74	29	2024	2024	NUM
easat-3676	74	30	by	by	ADP
easat-3676	74	31	the	the	DET
easat-3676	74	32	authors	author	NOUN
easat-3676	74	33	;	;	PUNCT
easat-3676	74	34	licensee	licensee	PROPN
easat-3676	74	35	learning	learning	NOUN
easat-3676	74	36	gate	gate	NOUN
easat-3676	74	37	2.4	2.4	NUM
easat-3676	74	38	.	.	PUNCT
easat-3676	75	1	ethical	ethical	ADJ
easat-3676	75	2	and	and	CCONJ
easat-3676	75	3	practical	practical	ADJ
easat-3676	75	4	considerations	consideration	NOUN
easat-3676	75	5	beyond	beyond	ADP
easat-3676	75	6	the	the	DET
easat-3676	75	7	technical	technical	ADJ
easat-3676	75	8	challenges	challenge	NOUN
easat-3676	75	9	,	,	PUNCT
easat-3676	75	10	ethical	ethical	ADJ
easat-3676	75	11	considerations	consideration	NOUN
easat-3676	75	12	are	be	AUX
easat-3676	75	13	becoming	become	VERB
easat-3676	75	14	increasingly	increasingly	ADV
easat-3676	75	15	important	important	ADJ
easat-3676	75	16	as	as	SCONJ
easat-3676	75	17	automl	automl	PROPN
easat-3676	75	18	systems	system	NOUN
easat-3676	75	19	are	be	AUX
easat-3676	75	20	integrated	integrate	VERB
easat-3676	75	21	into	into	ADP
easat-3676	75	22	business	business	NOUN
easat-3676	75	23	operations	operation	NOUN
easat-3676	75	24	.	.	PUNCT
easat-3676	76	1	data	datum	NOUN
easat-3676	76	2	privacy	privacy	NOUN
easat-3676	76	3	,	,	PUNCT
easat-3676	76	4	algorithmic	algorithmic	ADJ
easat-3676	76	5	bias	bias	NOUN
easat-3676	76	6	,	,	PUNCT
easat-3676	76	7	and	and	CCONJ
easat-3676	76	8	the	the	DET
easat-3676	76	9	potential	potential	ADJ
easat-3676	76	10	unintended	unintended	ADJ
easat-3676	76	11	consequences	consequence	NOUN
easat-3676	76	12	of	of	ADP
easat-3676	76	13	automated	automate	VERB
easat-3676	76	14	decision	decision	NOUN
easat-3676	76	15	-	-	PUNCT
easat-3676	76	16	making	making	NOUN
easat-3676	76	17	are	be	AUX
easat-3676	76	18	significant	significant	ADJ
easat-3676	76	19	concerns	concern	NOUN
easat-3676	76	20	for	for	ADP
easat-3676	76	21	smes	sme	NOUN
easat-3676	76	22	.	.	PUNCT
easat-3676	77	1	for	for	ADP
easat-3676	77	2	instance	instance	NOUN
easat-3676	77	3	,	,	PUNCT
easat-3676	77	4	biased	biased	ADJ
easat-3676	77	5	training	training	NOUN
easat-3676	77	6	data	datum	NOUN
easat-3676	77	7	can	can	AUX
easat-3676	77	8	lead	lead	VERB
easat-3676	77	9	to	to	ADP
easat-3676	77	10	discriminatory	discriminatory	ADJ
easat-3676	77	11	practices	practice	NOUN
easat-3676	77	12	in	in	ADP
easat-3676	77	13	customer	customer	NOUN
easat-3676	77	14	service	service	NOUN
easat-3676	77	15	or	or	CCONJ
easat-3676	77	16	hiring	hiring	NOUN
easat-3676	77	17	processes	process	NOUN
easat-3676	77	18	,	,	PUNCT
easat-3676	77	19	raising	raise	VERB
easat-3676	77	20	both	both	CCONJ
easat-3676	77	21	legal	legal	ADJ
easat-3676	77	22	and	and	CCONJ
easat-3676	77	23	reputational	reputational	ADJ
easat-3676	77	24	risks	risk	NOUN
easat-3676	77	25	for	for	ADP
easat-3676	77	26	smes	sme	NOUN
easat-3676	77	27	.	.	PUNCT
easat-3676	78	1	ensuring	ensure	VERB
easat-3676	78	2	transparency	transparency	NOUN
easat-3676	78	3	and	and	CCONJ
easat-3676	78	4	accountability	accountability	NOUN
easat-3676	78	5	in	in	ADP
easat-3676	78	6	ai	ai	ADJ
easat-3676	78	7	-	-	PUNCT
easat-3676	78	8	driven	drive	VERB
easat-3676	78	9	systems	system	NOUN
easat-3676	78	10	is	be	AUX
easat-3676	78	11	essential	essential	ADJ
easat-3676	78	12	for	for	ADP
easat-3676	78	13	building	build	VERB
easat-3676	78	14	trust	trust	NOUN
easat-3676	78	15	among	among	ADP
easat-3676	78	16	customers	customer	NOUN
easat-3676	78	17	and	and	CCONJ
easat-3676	78	18	stakeholders	stakeholder	NOUN
easat-3676	78	19	,	,	PUNCT
easat-3676	78	20	which	which	PRON
easat-3676	78	21	is	be	AUX
easat-3676	78	22	crucial	crucial	ADJ
easat-3676	78	23	for	for	ADP
easat-3676	78	24	smes	sme	NOUN
easat-3676	78	25	operating	operate	VERB
easat-3676	78	26	in	in	ADP
easat-3676	78	27	competitive	competitive	ADJ
easat-3676	78	28	markets	market	NOUN
easat-3676	78	29	.	.	PUNCT
easat-3676	79	1	in	in	ADP
easat-3676	79	2	conclusion	conclusion	NOUN
easat-3676	79	3	,	,	PUNCT
easat-3676	79	4	while	while	SCONJ
easat-3676	79	5	automl	automl	NOUN
easat-3676	79	6	holds	hold	VERB
easat-3676	79	7	great	great	ADJ
easat-3676	79	8	promise	promise	NOUN
easat-3676	79	9	for	for	ADP
easat-3676	79	10	smes	sme	NOUN
easat-3676	79	11	,	,	PUNCT
easat-3676	79	12	its	its	PRON
easat-3676	79	13	implementation	implementation	NOUN
easat-3676	79	14	comes	come	VERB
easat-3676	79	15	with	with	ADP
easat-3676	79	16	a	a	DET
easat-3676	79	17	set	set	NOUN
easat-3676	79	18	of	of	ADP
easat-3676	79	19	challenges	challenge	NOUN
easat-3676	79	20	that	that	PRON
easat-3676	79	21	must	must	AUX
easat-3676	79	22	be	be	AUX
easat-3676	79	23	carefully	carefully	ADV
easat-3676	79	24	managed	manage	VERB
easat-3676	79	25	.	.	PUNCT
easat-3676	80	1	by	by	ADP
easat-3676	80	2	addressing	address	VERB
easat-3676	80	3	issues	issue	NOUN
easat-3676	80	4	such	such	ADJ
easat-3676	80	5	as	as	ADP
easat-3676	80	6	data	datum	NOUN
easat-3676	80	7	quality	quality	NOUN
easat-3676	80	8	,	,	PUNCT
easat-3676	80	9	technical	technical	ADJ
easat-3676	80	10	expertise	expertise	NOUN
easat-3676	80	11	,	,	PUNCT
easat-3676	80	12	scalability	scalability	NOUN
easat-3676	80	13	,	,	PUNCT
easat-3676	80	14	and	and	CCONJ
easat-3676	80	15	ethical	ethical	ADJ
easat-3676	80	16	concerns	concern	NOUN
easat-3676	80	17	,	,	PUNCT
easat-3676	80	18	smes	sme	NOUN
easat-3676	80	19	can	can	AUX
easat-3676	80	20	fully	fully	ADV
easat-3676	80	21	harness	harness	VERB
easat-3676	80	22	the	the	DET
easat-3676	80	23	benefits	benefit	NOUN
easat-3676	80	24	of	of	ADP
easat-3676	80	25	automl	automl	NOUN
easat-3676	80	26	to	to	PART
easat-3676	80	27	drive	drive	VERB
easat-3676	80	28	innovation	innovation	NOUN
easat-3676	80	29	and	and	CCONJ
easat-3676	80	30	competitiveness	competitiveness	NOUN
easat-3676	80	31	.	.	PUNCT
easat-3676	81	1	ongoing	ongoing	ADJ
easat-3676	81	2	research	research	NOUN
easat-3676	81	3	and	and	CCONJ
easat-3676	81	4	development	development	NOUN
easat-3676	81	5	in	in	ADP
easat-3676	81	6	this	this	DET
easat-3676	81	7	field	field	NOUN
easat-3676	81	8	are	be	AUX
easat-3676	81	9	expected	expect	VERB
easat-3676	81	10	to	to	PART
easat-3676	81	11	further	far	ADV
easat-3676	81	12	simplify	simplify	VERB
easat-3676	81	13	automl	automl	NOUN
easat-3676	81	14	platforms	platform	NOUN
easat-3676	81	15	,	,	PUNCT
easat-3676	81	16	making	make	VERB
easat-3676	81	17	them	they	PRON
easat-3676	81	18	more	more	ADV
easat-3676	81	19	accessible	accessible	ADJ
easat-3676	81	20	and	and	CCONJ
easat-3676	81	21	user	user	NOUN
easat-3676	81	22	-	-	PUNCT
easat-3676	81	23	friendly	friendly	ADJ
easat-3676	81	24	for	for	ADP
easat-3676	81	25	businesses	business	NOUN
easat-3676	81	26	of	of	ADP
easat-3676	81	27	all	all	DET
easat-3676	81	28	sizes	size	NOUN
easat-3676	81	29	.	.	PUNCT
easat-3676	82	1	3	3	X
easat-3676	82	2	.	.	X
easat-3676	82	3	methodology	methodology	NOUN
easat-3676	82	4	this	this	DET
easat-3676	82	5	research	research	NOUN
easat-3676	82	6	adopts	adopt	VERB
easat-3676	82	7	the	the	DET
easat-3676	82	8	design	design	NOUN
easat-3676	82	9	science	science	NOUN
easat-3676	82	10	research	research	NOUN
easat-3676	82	11	(	(	PUNCT
easat-3676	82	12	dsr	dsr	NOUN
easat-3676	82	13	)	)	PUNCT
easat-3676	82	14	methodology	methodology	NOUN
easat-3676	82	15	,	,	PUNCT
easat-3676	82	16	which	which	PRON
easat-3676	82	17	is	be	AUX
easat-3676	82	18	well	well	ADV
easat-3676	82	19	-	-	PUNCT
easat-3676	82	20	suited	suited	ADJ
easat-3676	82	21	for	for	ADP
easat-3676	82	22	developing	develop	VERB
easat-3676	82	23	innovative	innovative	ADJ
easat-3676	82	24	solutions	solution	NOUN
easat-3676	82	25	to	to	ADP
easat-3676	82	26	real	real	ADJ
easat-3676	82	27	-	-	PUNCT
easat-3676	82	28	world	world	NOUN
easat-3676	82	29	problems	problem	NOUN
easat-3676	82	30	,	,	PUNCT
easat-3676	82	31	particularly	particularly	ADV
easat-3676	82	32	within	within	ADP
easat-3676	82	33	the	the	DET
easat-3676	82	34	context	context	NOUN
easat-3676	82	35	of	of	ADP
easat-3676	82	36	small	small	ADJ
easat-3676	82	37	and	and	CCONJ
easat-3676	82	38	medium	medium	ADJ
easat-3676	82	39	enterprises	enterprise	NOUN
easat-3676	82	40	(	(	PUNCT
easat-3676	82	41	smes	sme	NOUN
easat-3676	82	42	)	)	PUNCT
easat-3676	82	43	.	.	PUNCT
easat-3676	83	1	the	the	DET
easat-3676	83	2	aim	aim	NOUN
easat-3676	83	3	is	be	AUX
easat-3676	83	4	to	to	PART
easat-3676	83	5	design	design	VERB
easat-3676	83	6	and	and	CCONJ
easat-3676	83	7	evaluate	evaluate	VERB
easat-3676	83	8	a	a	DET
easat-3676	83	9	collaborative	collaborative	ADJ
easat-3676	83	10	automated	automate	VERB
easat-3676	83	11	machine	machine	NOUN
easat-3676	83	12	learning	learning	NOUN
easat-3676	83	13	(	(	PUNCT
easat-3676	83	14	automl	automl	NOUN
easat-3676	83	15	)	)	PUNCT
easat-3676	83	16	framework	framework	NOUN
easat-3676	83	17	tailored	tailor	VERB
easat-3676	83	18	specifically	specifically	ADV
easat-3676	83	19	to	to	ADP
easat-3676	83	20	the	the	DET
easat-3676	83	21	needs	need	NOUN
easat-3676	83	22	of	of	ADP
easat-3676	83	23	smes	sme	NOUN
easat-3676	83	24	.	.	PUNCT
easat-3676	84	1	dsr	dsr	PROPN
easat-3676	84	2	is	be	AUX
easat-3676	84	3	particularly	particularly	ADV
easat-3676	84	4	appropriate	appropriate	ADJ
easat-3676	84	5	for	for	ADP
easat-3676	84	6	this	this	DET
easat-3676	84	7	project	project	NOUN
easat-3676	84	8	due	due	ADP
easat-3676	84	9	to	to	ADP
easat-3676	84	10	its	its	PRON
easat-3676	84	11	focus	focus	NOUN
easat-3676	84	12	on	on	ADP
easat-3676	84	13	creating	create	VERB
easat-3676	84	14	artifacts	artifact	NOUN
easat-3676	84	15	that	that	PRON
easat-3676	84	16	address	address	VERB
easat-3676	84	17	practical	practical	ADJ
easat-3676	84	18	challenges	challenge	NOUN
easat-3676	84	19	and	and	CCONJ
easat-3676	84	20	its	its	PRON
easat-3676	84	21	iterative	iterative	NOUN
easat-3676	84	22	nature	nature	NOUN
easat-3676	84	23	,	,	PUNCT
easat-3676	84	24	which	which	PRON
easat-3676	84	25	allows	allow	VERB
easat-3676	84	26	for	for	ADP
easat-3676	84	27	ongoing	ongoing	ADJ
easat-3676	84	28	refinement	refinement	NOUN
easat-3676	84	29	of	of	ADP
easat-3676	84	30	the	the	DET
easat-3676	84	31	proposed	propose	VERB
easat-3676	84	32	solution	solution	NOUN
easat-3676	84	33	based	base	VERB
easat-3676	84	34	on	on	ADP
easat-3676	84	35	continuous	continuous	ADJ
easat-3676	84	36	feedback	feedback	NOUN
easat-3676	84	37	and	and	CCONJ
easat-3676	84	38	evaluation	evaluation	NOUN
easat-3676	84	39	.	.	PUNCT
easat-3676	85	1	this	this	DET
easat-3676	85	2	section	section	NOUN
easat-3676	85	3	details	detail	VERB
easat-3676	85	4	the	the	DET
easat-3676	85	5	research	research	NOUN
easat-3676	85	6	design	design	NOUN
easat-3676	85	7	,	,	PUNCT
easat-3676	85	8	data	datum	NOUN
easat-3676	85	9	collection	collection	NOUN
easat-3676	85	10	methods	method	NOUN
easat-3676	85	11	,	,	PUNCT
easat-3676	85	12	and	and	CCONJ
easat-3676	85	13	analysis	analysis	NOUN
easat-3676	85	14	techniques	technique	NOUN
easat-3676	85	15	used	use	VERB
easat-3676	85	16	in	in	ADP
easat-3676	85	17	the	the	DET
easat-3676	85	18	study	study	NOUN
easat-3676	85	19	.	.	PUNCT
easat-3676	86	1	3.1	3.1	NUM
easat-3676	86	2	.	.	PUNCT
easat-3676	86	3	research	research	NOUN
easat-3676	86	4	design	design	NOUN
easat-3676	86	5	the	the	DET
easat-3676	86	6	research	research	NOUN
easat-3676	86	7	follows	follow	VERB
easat-3676	86	8	the	the	DET
easat-3676	86	9	dsr	dsr	NOUN
easat-3676	86	10	methodology	methodology	NOUN
easat-3676	86	11	,	,	PUNCT
easat-3676	86	12	which	which	PRON
easat-3676	86	13	emphasizes	emphasize	VERB
easat-3676	86	14	both	both	CCONJ
easat-3676	86	15	the	the	DET
easat-3676	86	16	creation	creation	NOUN
easat-3676	86	17	of	of	ADP
easat-3676	86	18	innovative	innovative	ADJ
easat-3676	86	19	artifacts	artifact	NOUN
easat-3676	86	20	and	and	CCONJ
easat-3676	86	21	the	the	DET
easat-3676	86	22	generation	generation	NOUN
easat-3676	86	23	of	of	ADP
easat-3676	86	24	knowledge	knowledge	NOUN
easat-3676	86	25	through	through	ADP
easat-3676	86	26	the	the	DET
easat-3676	86	27	evaluation	evaluation	NOUN
easat-3676	86	28	of	of	ADP
easat-3676	86	29	those	those	DET
easat-3676	86	30	artifacts	artifact	NOUN
easat-3676	86	31	.	.	PUNCT
easat-3676	87	1	in	in	ADP
easat-3676	87	2	this	this	DET
easat-3676	87	3	study	study	NOUN
easat-3676	87	4	,	,	PUNCT
easat-3676	87	5	the	the	DET
easat-3676	87	6	artifact	artifact	NOUN
easat-3676	87	7	is	be	AUX
easat-3676	87	8	a	a	DET
easat-3676	87	9	collaborative	collaborative	ADJ
easat-3676	87	10	automl	automl	NOUN
easat-3676	87	11	framework	framework	NOUN
easat-3676	87	12	designed	design	VERB
easat-3676	87	13	to	to	PART
easat-3676	87	14	support	support	VERB
easat-3676	87	15	smes	sme	NOUN
easat-3676	87	16	in	in	ADP
easat-3676	87	17	adopting	adopt	VERB
easat-3676	87	18	machine	machine	NOUN
easat-3676	87	19	learning	learning	NOUN
easat-3676	87	20	practices	practice	NOUN
easat-3676	87	21	.	.	PUNCT
easat-3676	88	1	the	the	DET
easat-3676	88	2	dsr	dsr	PROPN
easat-3676	88	3	approach	approach	NOUN
easat-3676	88	4	ensures	ensure	VERB
easat-3676	88	5	that	that	SCONJ
easat-3676	88	6	the	the	DET
easat-3676	88	7	framework	framework	NOUN
easat-3676	88	8	is	be	AUX
easat-3676	88	9	not	not	PART
easat-3676	88	10	only	only	ADV
easat-3676	88	11	theoretically	theoretically	ADV
easat-3676	88	12	grounded	ground	VERB
easat-3676	88	13	but	but	CCONJ
easat-3676	88	14	also	also	ADV
easat-3676	88	15	useful	useful	ADJ
easat-3676	88	16	for	for	ADP
easat-3676	88	17	smes	sme	NOUN
easat-3676	88	18	that	that	PRON
easat-3676	88	19	often	often	ADV
easat-3676	88	20	lack	lack	VERB
easat-3676	88	21	in	in	ADP
easat-3676	88	22	-	-	PUNCT
easat-3676	88	23	house	house	NOUN
easat-3676	88	24	expertise	expertise	NOUN
easat-3676	88	25	in	in	ADP
easat-3676	88	26	data	datum	NOUN
easat-3676	88	27	science	science	NOUN
easat-3676	88	28	.	.	PUNCT
easat-3676	89	1	the	the	DET
easat-3676	89	2	iterative	iterative	NOUN
easat-3676	89	3	process	process	NOUN
easat-3676	89	4	of	of	ADP
easat-3676	89	5	dsr	dsr	NOUN
easat-3676	89	6	involves	involve	VERB
easat-3676	89	7	several	several	ADJ
easat-3676	89	8	key	key	ADJ
easat-3676	89	9	steps	step	NOUN
easat-3676	89	10	:	:	PUNCT
easat-3676	89	11	identifying	identify	VERB
easat-3676	89	12	the	the	DET
easat-3676	89	13	problem	problem	NOUN
easat-3676	89	14	,	,	PUNCT
easat-3676	89	15	defining	define	VERB
easat-3676	89	16	objectives	objective	NOUN
easat-3676	89	17	,	,	PUNCT
easat-3676	89	18	designing	designing	NOUN
easat-3676	89	19	,	,	PUNCT
easat-3676	89	20	and	and	CCONJ
easat-3676	89	21	developing	develop	VERB
easat-3676	89	22	the	the	DET
easat-3676	89	23	artifact	artifact	NOUN
easat-3676	89	24	,	,	PUNCT
easat-3676	89	25	evaluating	evaluate	VERB
easat-3676	89	26	the	the	DET
easat-3676	89	27	artifact	artifact	NOUN
easat-3676	89	28	,	,	PUNCT
easat-3676	89	29	and	and	CCONJ
easat-3676	89	30	refining	refine	VERB
easat-3676	89	31	it	it	PRON
easat-3676	89	32	based	base	VERB
easat-3676	89	33	on	on	ADP
easat-3676	89	34	feedback	feedback	NOUN
easat-3676	89	35	.	.	PUNCT
easat-3676	90	1	these	these	DET
easat-3676	90	2	phases	phase	NOUN
easat-3676	90	3	are	be	AUX
easat-3676	90	4	central	central	ADJ
easat-3676	90	5	to	to	ADP
easat-3676	90	6	our	our	PRON
easat-3676	90	7	approach	approach	NOUN
easat-3676	90	8	:	:	PUNCT
easat-3676	90	9	1	1	X
easat-3676	90	10	.	.	NOUN
easat-3676	90	11	problem	problem	NOUN
easat-3676	90	12	identification	identification	NOUN
easat-3676	90	13	and	and	CCONJ
easat-3676	90	14	motivation	motivation	NOUN
easat-3676	90	15	:	:	PUNCT
easat-3676	90	16	the	the	DET
easat-3676	90	17	research	research	NOUN
easat-3676	90	18	begins	begin	VERB
easat-3676	90	19	by	by	ADP
easat-3676	90	20	identifying	identify	VERB
easat-3676	90	21	the	the	DET
easat-3676	90	22	specific	specific	ADJ
easat-3676	90	23	challenges	challenge	NOUN
easat-3676	90	24	smes	sme	NOUN
easat-3676	90	25	face	face	VERB
easat-3676	90	26	in	in	ADP
easat-3676	90	27	adopting	adopt	VERB
easat-3676	90	28	data	data	NOUN
easat-3676	90	29	-	-	PUNCT
easat-3676	90	30	driven	drive	VERB
easat-3676	90	31	practices	practice	NOUN
easat-3676	90	32	,	,	PUNCT
easat-3676	90	33	such	such	ADJ
easat-3676	90	34	as	as	ADP
easat-3676	90	35	limited	limited	ADJ
easat-3676	90	36	access	access	NOUN
easat-3676	90	37	to	to	ADP
easat-3676	90	38	technical	technical	ADJ
easat-3676	90	39	expertise	expertise	NOUN
easat-3676	90	40	and	and	CCONJ
easat-3676	90	41	resources	resource	NOUN
easat-3676	90	42	.	.	PUNCT
easat-3676	91	1	smes	sme	NOUN
easat-3676	91	2	often	often	ADV
easat-3676	91	3	struggle	struggle	VERB
easat-3676	91	4	to	to	PART
easat-3676	91	5	implement	implement	VERB
easat-3676	91	6	machine	machine	NOUN
easat-3676	91	7	learning	learn	VERB
easat-3676	91	8	techniques	technique	NOUN
easat-3676	91	9	that	that	PRON
easat-3676	91	10	require	require	VERB
easat-3676	91	11	specialized	specialized	ADJ
easat-3676	91	12	knowledge	knowledge	NOUN
easat-3676	91	13	,	,	PUNCT
easat-3676	91	14	making	make	VERB
easat-3676	91	15	automl	automl	NOUN
easat-3676	91	16	a	a	DET
easat-3676	91	17	promising	promising	ADJ
easat-3676	91	18	solution	solution	NOUN
easat-3676	91	19	.	.	PUNCT
easat-3676	92	1	understanding	understand	VERB
easat-3676	92	2	these	these	DET
easat-3676	92	3	challenges	challenge	NOUN
easat-3676	92	4	guides	guide	VERB
easat-3676	92	5	the	the	DET
easat-3676	92	6	design	design	NOUN
easat-3676	92	7	of	of	ADP
easat-3676	92	8	the	the	DET
easat-3676	92	9	collaborative	collaborative	ADJ
easat-3676	92	10	automl	automl	NOUN
easat-3676	92	11	framework	framework	NOUN
easat-3676	92	12	.	.	PUNCT
easat-3676	93	1	2	2	X
easat-3676	93	2	.	.	X
easat-3676	93	3	objective	objective	ADJ
easat-3676	93	4	definition	definition	NOUN
easat-3676	93	5	for	for	ADP
easat-3676	93	6	the	the	DET
easat-3676	93	7	solution	solution	NOUN
easat-3676	93	8	:	:	PUNCT
easat-3676	93	9	based	base	VERB
easat-3676	93	10	on	on	ADP
easat-3676	93	11	the	the	DET
easat-3676	93	12	identified	identify	VERB
easat-3676	93	13	problem	problem	NOUN
easat-3676	93	14	,	,	PUNCT
easat-3676	93	15	the	the	DET
easat-3676	93	16	objectives	objective	NOUN
easat-3676	93	17	for	for	ADP
easat-3676	93	18	the	the	DET
easat-3676	93	19	automl	automl	NOUN
easat-3676	93	20	framework	framework	NOUN
easat-3676	93	21	are	be	AUX
easat-3676	93	22	defined	define	VERB
easat-3676	93	23	.	.	PUNCT
easat-3676	94	1	these	these	PRON
easat-3676	94	2	include	include	VERB
easat-3676	94	3	creating	create	VERB
easat-3676	94	4	a	a	DET
easat-3676	94	5	tool	tool	NOUN
easat-3676	94	6	that	that	PRON
easat-3676	94	7	is	be	AUX
easat-3676	94	8	user	user	NOUN
easat-3676	94	9	-	-	PUNCT
easat-3676	94	10	friendly	friendly	ADJ
easat-3676	94	11	,	,	PUNCT
easat-3676	94	12	scalable	scalable	ADJ
easat-3676	94	13	,	,	PUNCT
easat-3676	94	14	and	and	CCONJ
easat-3676	94	15	capable	capable	ADJ
easat-3676	94	16	of	of	ADP
easat-3676	94	17	providing	provide	VERB
easat-3676	94	18	smes	sme	NOUN
easat-3676	94	19	with	with	ADP
easat-3676	94	20	data	data	NOUN
easat-3676	94	21	-	-	PUNCT
easat-3676	94	22	driven	drive	VERB
easat-3676	94	23	insights	insight	NOUN
easat-3676	94	24	without	without	ADP
easat-3676	94	25	requiring	require	VERB
easat-3676	94	26	extensive	extensive	ADJ
easat-3676	94	27	machine	machine	NOUN
easat-3676	94	28	learning	learning	NOUN
easat-3676	94	29	expertise	expertise	NOUN
easat-3676	94	30	.	.	PUNCT
easat-3676	95	1	the	the	DET
easat-3676	95	2	framework	framework	NOUN
easat-3676	95	3	must	must	AUX
easat-3676	95	4	also	also	ADV
easat-3676	95	5	be	be	AUX
easat-3676	95	6	flexible	flexible	ADJ
easat-3676	95	7	enough	enough	ADV
easat-3676	95	8	to	to	PART
easat-3676	95	9	adapt	adapt	VERB
easat-3676	95	10	to	to	ADP
easat-3676	95	11	the	the	DET
easat-3676	95	12	evolving	evolve	VERB
easat-3676	95	13	needs	need	NOUN
easat-3676	95	14	of	of	ADP
easat-3676	95	15	smes	sme	NOUN
easat-3676	95	16	.	.	PUNCT
easat-3676	96	1	3	3	X
easat-3676	96	2	.	.	X
easat-3676	96	3	design	design	NOUN
easat-3676	96	4	and	and	CCONJ
easat-3676	96	5	development	development	NOUN
easat-3676	96	6	:	:	PUNCT
easat-3676	96	7	the	the	DET
easat-3676	96	8	design	design	NOUN
easat-3676	96	9	phase	phase	NOUN
easat-3676	96	10	involves	involve	VERB
easat-3676	96	11	creating	create	VERB
easat-3676	96	12	a	a	DET
easat-3676	96	13	collaborative	collaborative	ADJ
easat-3676	96	14	automl	automl	NOUN
easat-3676	96	15	framework	framework	NOUN
easat-3676	96	16	that	that	PRON
easat-3676	96	17	addresses	address	VERB
easat-3676	96	18	the	the	DET
easat-3676	96	19	specific	specific	ADJ
easat-3676	96	20	needs	need	NOUN
easat-3676	96	21	of	of	ADP
easat-3676	96	22	smes	sme	NOUN
easat-3676	96	23	.	.	PUNCT
easat-3676	97	1	this	this	PRON
easat-3676	97	2	includes	include	VERB
easat-3676	97	3	developing	develop	VERB
easat-3676	97	4	user	user	NOUN
easat-3676	97	5	interfaces	interface	NOUN
easat-3676	97	6	that	that	PRON
easat-3676	97	7	simplify	simplify	VERB
easat-3676	97	8	interaction	interaction	NOUN
easat-3676	97	9	with	with	ADP
easat-3676	97	10	machine	machine	NOUN
easat-3676	97	11	learning	learning	NOUN
easat-3676	97	12	models	model	NOUN
easat-3676	97	13	,	,	PUNCT
easat-3676	97	14	integrating	integrate	VERB
easat-3676	97	15	the	the	DET
easat-3676	97	16	framework	framework	NOUN
easat-3676	97	17	with	with	ADP
easat-3676	97	18	existing	exist	VERB
easat-3676	97	19	sme	sme	NOUN
easat-3676	97	20	systems	system	NOUN
easat-3676	97	21	,	,	PUNCT
easat-3676	97	22	and	and	CCONJ
easat-3676	97	23	ensuring	ensure	VERB
easat-3676	97	24	it	it	PRON
easat-3676	97	25	supports	support	VERB
easat-3676	97	26	collaboration	collaboration	NOUN
easat-3676	97	27	between	between	ADP
easat-3676	97	28	users	user	NOUN
easat-3676	97	29	with	with	ADP
easat-3676	97	30	varying	vary	VERB
easat-3676	97	31	levels	level	NOUN
easat-3676	97	32	of	of	ADP
easat-3676	97	33	technical	technical	ADJ
easat-3676	97	34	expertise	expertise	NOUN
easat-3676	97	35	.	.	PUNCT
easat-3676	98	1	4	4	X
easat-3676	98	2	.	.	X
easat-3676	98	3	evaluation	evaluation	NOUN
easat-3676	98	4	and	and	CCONJ
easat-3676	98	5	refinement	refinement	NOUN
easat-3676	98	6	:	:	PUNCT
easat-3676	98	7	the	the	DET
easat-3676	98	8	framework	framework	NOUN
easat-3676	98	9	is	be	AUX
easat-3676	98	10	rigorously	rigorously	ADV
easat-3676	98	11	evaluated	evaluate	VERB
easat-3676	98	12	through	through	ADP
easat-3676	98	13	both	both	PRON
easat-3676	98	14	qualitative	qualitative	ADJ
easat-3676	98	15	and	and	CCONJ
easat-3676	98	16	quantitative	quantitative	ADJ
easat-3676	98	17	methods	method	NOUN
easat-3676	98	18	.	.	PUNCT
easat-3676	99	1	based	base	VERB
easat-3676	99	2	on	on	ADP
easat-3676	99	3	the	the	DET
easat-3676	99	4	feedback	feedback	NOUN
easat-3676	99	5	gathered	gather	VERB
easat-3676	99	6	from	from	ADP
easat-3676	99	7	smes	sme	NOUN
easat-3676	99	8	,	,	PUNCT
easat-3676	99	9	the	the	DET
easat-3676	99	10	artifact	artifact	NOUN
easat-3676	99	11	is	be	AUX
easat-3676	99	12	refined	refine	VERB
easat-3676	99	13	to	to	PART
easat-3676	99	14	better	well	ADV
easat-3676	99	15	meet	meet	VERB
easat-3676	99	16	their	their	PRON
easat-3676	99	17	needs	need	NOUN
easat-3676	99	18	.	.	PUNCT
easat-3676	100	1	this	this	DET
easat-3676	100	2	iterative	iterative	NOUN
easat-3676	100	3	process	process	NOUN
easat-3676	100	4	ensures	ensure	VERB
easat-3676	100	5	that	that	SCONJ
easat-3676	100	6	the	the	DET
easat-3676	100	7	framework	framework	NOUN
easat-3676	100	8	evolves	evolve	VERB
easat-3676	100	9	into	into	ADP
easat-3676	100	10	a	a	DET
easat-3676	100	11	practical	practical	ADJ
easat-3676	100	12	tool	tool	NOUN
easat-3676	100	13	that	that	PRON
easat-3676	100	14	can	can	AUX
easat-3676	100	15	be	be	AUX
easat-3676	100	16	effectively	effectively	ADV
easat-3676	100	17	used	use	VERB
easat-3676	100	18	by	by	ADP
easat-3676	100	19	smes	sme	NOUN
easat-3676	100	20	.	.	PUNCT
easat-3676	101	1	7679	7679	NUM
easat-3676	101	2	edelweiss	edelweiss	PROPN
easat-3676	101	3	applied	apply	VERB
easat-3676	101	4	science	science	NOUN
easat-3676	101	5	and	and	CCONJ
easat-3676	101	6	technology	technology	NOUN
easat-3676	101	7	issn	issn	PROPN
easat-3676	101	8	:	:	PUNCT
easat-3676	101	9	2576	2576	NUM
easat-3676	101	10	-	-	SYM
easat-3676	101	11	8484	8484	NUM
easat-3676	101	12	vol	vol	NOUN
easat-3676	101	13	.	.	PROPN
easat-3676	101	14	8	8	NUM
easat-3676	101	15	,	,	PUNCT
easat-3676	101	16	no	no	INTJ
easat-3676	101	17	.	.	NOUN
easat-3676	102	1	6	6	NUM
easat-3676	102	2	:	:	SYM
easat-3676	102	3	7675	7675	NUM
easat-3676	102	4	-	-	SYM
easat-3676	102	5	7685	7685	NUM
easat-3676	102	6	,	,	PUNCT
easat-3676	102	7	2024	2024	NUM
easat-3676	102	8	doi	doi	NOUN
easat-3676	102	9	:	:	PUNCT
easat-3676	102	10	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	102	11	©	©	ADP
easat-3676	102	12	2024	2024	NUM
easat-3676	102	13	by	by	ADP
easat-3676	102	14	the	the	DET
easat-3676	102	15	authors	author	NOUN
easat-3676	102	16	;	;	PUNCT
easat-3676	102	17	licensee	licensee	PROPN
easat-3676	102	18	learning	learning	NOUN
easat-3676	102	19	gate	gate	PROPN
easat-3676	102	20	3.2	3.2	NUM
easat-3676	102	21	.	.	PUNCT
easat-3676	103	1	data	datum	NOUN
easat-3676	103	2	collection	collection	NOUN
easat-3676	103	3	methods	method	NOUN
easat-3676	103	4	to	to	PART
easat-3676	103	5	design	design	VERB
easat-3676	103	6	and	and	CCONJ
easat-3676	103	7	evaluate	evaluate	VERB
easat-3676	103	8	the	the	DET
easat-3676	103	9	automl	automl	PROPN
easat-3676	103	10	framework	framework	NOUN
easat-3676	103	11	,	,	PUNCT
easat-3676	103	12	data	datum	NOUN
easat-3676	103	13	collection	collection	NOUN
easat-3676	103	14	was	be	AUX
easat-3676	103	15	conducted	conduct	VERB
easat-3676	103	16	through	through	ADP
easat-3676	103	17	multiple	multiple	ADJ
easat-3676	103	18	methods	method	NOUN
easat-3676	103	19	,	,	PUNCT
easat-3676	103	20	ensuring	ensure	VERB
easat-3676	103	21	a	a	DET
easat-3676	103	22	comprehensive	comprehensive	ADJ
easat-3676	103	23	understanding	understanding	NOUN
easat-3676	103	24	of	of	ADP
easat-3676	103	25	the	the	DET
easat-3676	103	26	challenges	challenge	NOUN
easat-3676	103	27	smes	sme	NOUN
easat-3676	103	28	face	face	VERB
easat-3676	103	29	and	and	CCONJ
easat-3676	103	30	the	the	DET
easat-3676	103	31	effectiveness	effectiveness	NOUN
easat-3676	103	32	of	of	ADP
easat-3676	103	33	the	the	DET
easat-3676	103	34	proposed	propose	VERB
easat-3676	103	35	solution	solution	NOUN
easat-3676	103	36	.	.	PUNCT
easat-3676	104	1	the	the	DET
easat-3676	104	2	research	research	NOUN
easat-3676	104	3	employs	employ	VERB
easat-3676	104	4	a	a	DET
easat-3676	104	5	combination	combination	NOUN
easat-3676	104	6	of	of	ADP
easat-3676	104	7	primary	primary	ADJ
easat-3676	104	8	and	and	CCONJ
easat-3676	104	9	secondary	secondary	ADJ
easat-3676	104	10	data	datum	NOUN
easat-3676	104	11	sources	source	NOUN
easat-3676	104	12	.	.	PUNCT
easat-3676	105	1	1	1	X
easat-3676	105	2	.	.	X
easat-3676	105	3	literature	literature	PROPN
easat-3676	105	4	review	review	PROPN
easat-3676	105	5	:	:	PUNCT
easat-3676	105	6	a	a	DET
easat-3676	105	7	thorough	thorough	ADJ
easat-3676	105	8	review	review	NOUN
easat-3676	105	9	of	of	ADP
easat-3676	105	10	existing	exist	VERB
easat-3676	105	11	literature	literature	NOUN
easat-3676	105	12	on	on	ADP
easat-3676	105	13	automl	automl	NOUN
easat-3676	105	14	tools	tool	NOUN
easat-3676	105	15	and	and	CCONJ
easat-3676	105	16	sme	sme	NOUN
easat-3676	105	17	datadriven	datadriven	ADJ
easat-3676	105	18	practices	practice	NOUN
easat-3676	105	19	was	be	AUX
easat-3676	105	20	conducted	conduct	VERB
easat-3676	105	21	.	.	PUNCT
easat-3676	106	1	this	this	DET
easat-3676	106	2	review	review	NOUN
easat-3676	106	3	helped	helped	AUX
easat-3676	106	4	identify	identify	VERB
easat-3676	106	5	the	the	DET
easat-3676	106	6	current	current	ADJ
easat-3676	106	7	limitations	limitation	NOUN
easat-3676	106	8	of	of	ADP
easat-3676	106	9	automl	automl	NOUN
easat-3676	106	10	platforms	platform	NOUN
easat-3676	106	11	for	for	ADP
easat-3676	106	12	smes	sme	NOUN
easat-3676	106	13	and	and	CCONJ
easat-3676	106	14	informed	inform	VERB
easat-3676	106	15	the	the	DET
easat-3676	106	16	design	design	NOUN
easat-3676	106	17	of	of	ADP
easat-3676	106	18	the	the	DET
easat-3676	106	19	framework	framework	NOUN
easat-3676	106	20	by	by	ADP
easat-3676	106	21	highlighting	highlight	VERB
easat-3676	106	22	best	good	ADJ
easat-3676	106	23	practices	practice	NOUN
easat-3676	106	24	and	and	CCONJ
easat-3676	106	25	areas	area	NOUN
easat-3676	106	26	for	for	ADP
easat-3676	106	27	improvement	improvement	NOUN
easat-3676	106	28	.	.	PUNCT
easat-3676	107	1	2	2	X
easat-3676	107	2	.	.	X
easat-3676	107	3	surveys	survey	NOUN
easat-3676	107	4	and	and	CCONJ
easat-3676	107	5	interviews	interview	NOUN
easat-3676	107	6	with	with	ADP
easat-3676	107	7	smes	sme	NOUN
easat-3676	107	8	:	:	PUNCT
easat-3676	107	9	qualitative	qualitative	ADJ
easat-3676	107	10	data	datum	NOUN
easat-3676	107	11	was	be	AUX
easat-3676	107	12	collected	collect	VERB
easat-3676	107	13	through	through	ADP
easat-3676	107	14	structured	structured	ADJ
easat-3676	107	15	interviews	interview	NOUN
easat-3676	107	16	and	and	CCONJ
easat-3676	107	17	surveys	survey	NOUN
easat-3676	107	18	with	with	ADP
easat-3676	107	19	smes	sme	NOUN
easat-3676	107	20	across	across	ADP
easat-3676	107	21	different	different	ADJ
easat-3676	107	22	sectors	sector	NOUN
easat-3676	107	23	.	.	PUNCT
easat-3676	108	1	the	the	DET
easat-3676	108	2	aim	aim	NOUN
easat-3676	108	3	was	be	AUX
easat-3676	108	4	to	to	PART
easat-3676	108	5	gather	gather	VERB
easat-3676	108	6	insights	insight	NOUN
easat-3676	108	7	into	into	ADP
easat-3676	108	8	their	their	PRON
easat-3676	108	9	data	datum	NOUN
easat-3676	108	10	needs	need	NOUN
easat-3676	108	11	,	,	PUNCT
easat-3676	108	12	the	the	DET
easat-3676	108	13	specific	specific	ADJ
easat-3676	108	14	challenges	challenge	NOUN
easat-3676	108	15	they	they	PRON
easat-3676	108	16	face	face	VERB
easat-3676	108	17	in	in	ADP
easat-3676	108	18	adopting	adopt	VERB
easat-3676	108	19	machine	machine	NOUN
easat-3676	108	20	learning	learning	NOUN
easat-3676	108	21	,	,	PUNCT
easat-3676	108	22	and	and	CCONJ
easat-3676	108	23	their	their	PRON
easat-3676	108	24	expectations	expectation	NOUN
easat-3676	108	25	for	for	ADP
easat-3676	108	26	an	an	DET
easat-3676	108	27	automl	automl	NOUN
easat-3676	108	28	solution	solution	NOUN
easat-3676	108	29	.	.	PUNCT
easat-3676	109	1	this	this	DET
easat-3676	109	2	feedback	feedback	NOUN
easat-3676	109	3	directly	directly	ADV
easat-3676	109	4	influenced	influence	VERB
easat-3676	109	5	the	the	DET
easat-3676	109	6	design	design	NOUN
easat-3676	109	7	of	of	ADP
easat-3676	109	8	the	the	DET
easat-3676	109	9	framework	framework	NOUN
easat-3676	109	10	,	,	PUNCT
easat-3676	109	11	ensuring	ensure	VERB
easat-3676	109	12	that	that	SCONJ
easat-3676	109	13	it	it	PRON
easat-3676	109	14	aligns	align	VERB
easat-3676	109	15	with	with	ADP
easat-3676	109	16	the	the	DET
easat-3676	109	17	practical	practical	ADJ
easat-3676	109	18	needs	need	NOUN
easat-3676	109	19	of	of	ADP
easat-3676	109	20	smes	sme	NOUN
easat-3676	109	21	.	.	PUNCT
easat-3676	110	1	the	the	DET
easat-3676	110	2	interviews	interview	NOUN
easat-3676	110	3	also	also	ADV
easat-3676	110	4	helped	helped	AUX
easat-3676	110	5	identify	identify	VERB
easat-3676	110	6	key	key	ADJ
easat-3676	110	7	areas	area	NOUN
easat-3676	110	8	where	where	SCONJ
easat-3676	110	9	existing	exist	VERB
easat-3676	110	10	automl	automl	NOUN
easat-3676	110	11	tools	tool	NOUN
easat-3676	110	12	fall	fall	VERB
easat-3676	110	13	short	short	ADJ
easat-3676	110	14	in	in	ADP
easat-3676	110	15	supporting	support	VERB
easat-3676	110	16	smes	sme	NOUN
easat-3676	110	17	.	.	PUNCT
easat-3676	111	1	3	3	X
easat-3676	111	2	.	.	X
easat-3676	111	3	expert	expert	ADJ
easat-3676	111	4	feedback	feedback	NOUN
easat-3676	111	5	:	:	PUNCT
easat-3676	111	6	to	to	PART
easat-3676	111	7	further	far	ADV
easat-3676	111	8	refine	refine	VERB
easat-3676	111	9	the	the	DET
easat-3676	111	10	framework	framework	NOUN
easat-3676	111	11	,	,	PUNCT
easat-3676	111	12	input	input	NOUN
easat-3676	111	13	was	be	AUX
easat-3676	111	14	gathered	gather	VERB
easat-3676	111	15	from	from	ADP
easat-3676	111	16	data	datum	NOUN
easat-3676	111	17	science	science	NOUN
easat-3676	111	18	professionals	professional	NOUN
easat-3676	111	19	and	and	CCONJ
easat-3676	111	20	automl	automl	NOUN
easat-3676	111	21	experts	expert	NOUN
easat-3676	111	22	.	.	PUNCT
easat-3676	112	1	their	their	PRON
easat-3676	112	2	feedback	feedback	NOUN
easat-3676	112	3	helped	help	VERB
easat-3676	112	4	ensure	ensure	VERB
easat-3676	112	5	that	that	SCONJ
easat-3676	112	6	the	the	DET
easat-3676	112	7	tool	tool	NOUN
easat-3676	112	8	incorporates	incorporate	VERB
easat-3676	112	9	innovative	innovative	ADJ
easat-3676	112	10	machine	machine	NOUN
easat-3676	112	11	learning	learn	VERB
easat-3676	112	12	techniques	technique	NOUN
easat-3676	112	13	while	while	SCONJ
easat-3676	112	14	remaining	remain	VERB
easat-3676	112	15	accessible	accessible	ADJ
easat-3676	112	16	to	to	ADP
easat-3676	112	17	non	non	NOUN
easat-3676	112	18	-	-	NOUN
easat-3676	112	19	experts	expert	NOUN
easat-3676	112	20	.	.	PUNCT
easat-3676	113	1	the	the	DET
easat-3676	113	2	combination	combination	NOUN
easat-3676	113	3	of	of	ADP
easat-3676	113	4	expert	expert	ADJ
easat-3676	113	5	feedback	feedback	NOUN
easat-3676	113	6	and	and	CCONJ
easat-3676	113	7	sme	sme	NOUN
easat-3676	113	8	input	input	NOUN
easat-3676	113	9	ensured	ensure	VERB
easat-3676	113	10	a	a	DET
easat-3676	113	11	balanced	balanced	ADJ
easat-3676	113	12	approach	approach	NOUN
easat-3676	113	13	that	that	PRON
easat-3676	113	14	combines	combine	VERB
easat-3676	113	15	technical	technical	ADJ
easat-3676	113	16	sophistication	sophistication	NOUN
easat-3676	113	17	with	with	ADP
easat-3676	113	18	practical	practical	ADJ
easat-3676	113	19	usability	usability	NOUN
easat-3676	113	20	.	.	PUNCT
easat-3676	114	1	4	4	X
easat-3676	114	2	.	.	X
easat-3676	114	3	case	case	NOUN
easat-3676	114	4	studies	study	NOUN
easat-3676	114	5	:	:	PUNCT
easat-3676	114	6	to	to	PART
easat-3676	114	7	provide	provide	VERB
easat-3676	114	8	deeper	deep	ADJ
easat-3676	114	9	insights	insight	NOUN
easat-3676	114	10	into	into	ADP
easat-3676	114	11	how	how	SCONJ
easat-3676	114	12	the	the	DET
easat-3676	114	13	automl	automl	NOUN
easat-3676	114	14	framework	framework	NOUN
easat-3676	114	15	could	could	AUX
easat-3676	114	16	be	be	AUX
easat-3676	114	17	used	use	VERB
easat-3676	114	18	in	in	ADP
easat-3676	114	19	practice	practice	NOUN
easat-3676	114	20	,	,	PUNCT
easat-3676	114	21	case	case	NOUN
easat-3676	114	22	studies	study	NOUN
easat-3676	114	23	of	of	ADP
easat-3676	114	24	specific	specific	ADJ
easat-3676	114	25	smes	sme	NOUN
easat-3676	114	26	were	be	AUX
easat-3676	114	27	conducted	conduct	VERB
easat-3676	114	28	.	.	PUNCT
easat-3676	115	1	these	these	DET
easat-3676	115	2	case	case	NOUN
easat-3676	115	3	studies	study	NOUN
easat-3676	115	4	involved	involve	VERB
easat-3676	115	5	an	an	DET
easat-3676	115	6	in	in	ADP
easat-3676	115	7	-	-	PUNCT
easat-3676	115	8	depth	depth	NOUN
easat-3676	115	9	analysis	analysis	NOUN
easat-3676	115	10	of	of	ADP
easat-3676	115	11	the	the	DET
easat-3676	115	12	challenges	challenge	NOUN
easat-3676	115	13	faced	face	VERB
easat-3676	115	14	by	by	ADP
easat-3676	115	15	the	the	DET
easat-3676	115	16	smes	sme	NOUN
easat-3676	115	17	and	and	CCONJ
easat-3676	115	18	how	how	SCONJ
easat-3676	115	19	the	the	DET
easat-3676	115	20	automl	automl	NOUN
easat-3676	115	21	framework	framework	NOUN
easat-3676	115	22	could	could	AUX
easat-3676	115	23	address	address	VERB
easat-3676	115	24	those	those	DET
easat-3676	115	25	challenges	challenge	NOUN
easat-3676	115	26	.	.	PUNCT
easat-3676	116	1	this	this	DET
easat-3676	116	2	method	method	NOUN
easat-3676	116	3	provided	provide	VERB
easat-3676	116	4	practical	practical	ADJ
easat-3676	116	5	examples	example	NOUN
easat-3676	116	6	of	of	ADP
easat-3676	116	7	the	the	DET
easat-3676	116	8	framework	framework	NOUN
easat-3676	116	9	’s	’s	PART
easat-3676	116	10	potential	potential	ADJ
easat-3676	116	11	impact	impact	NOUN
easat-3676	116	12	.	.	PUNCT
easat-3676	117	1	3.3	3.3	NUM
easat-3676	117	2	.	.	PUNCT
easat-3676	118	1	analysis	analysis	NOUN
easat-3676	118	2	techniques	technique	NOUN
easat-3676	118	3	the	the	DET
easat-3676	118	4	data	datum	NOUN
easat-3676	118	5	collected	collect	VERB
easat-3676	118	6	was	be	AUX
easat-3676	118	7	analyzed	analyze	VERB
easat-3676	118	8	using	use	VERB
easat-3676	118	9	both	both	CCONJ
easat-3676	118	10	qualitative	qualitative	ADJ
easat-3676	118	11	and	and	CCONJ
easat-3676	118	12	quantitative	quantitative	ADJ
easat-3676	118	13	methods	method	NOUN
easat-3676	118	14	to	to	PART
easat-3676	118	15	evaluate	evaluate	VERB
easat-3676	118	16	the	the	DET
easat-3676	118	17	effectiveness	effectiveness	NOUN
easat-3676	118	18	of	of	ADP
easat-3676	118	19	the	the	DET
easat-3676	118	20	automl	automl	NOUN
easat-3676	118	21	framework	framework	NOUN
easat-3676	118	22	and	and	CCONJ
easat-3676	118	23	to	to	PART
easat-3676	118	24	identify	identify	VERB
easat-3676	118	25	areas	area	NOUN
easat-3676	118	26	for	for	ADP
easat-3676	118	27	further	further	ADJ
easat-3676	118	28	improvement	improvement	NOUN
easat-3676	118	29	.	.	PUNCT
easat-3676	119	1	1	1	X
easat-3676	119	2	.	.	X
easat-3676	119	3	qualitative	qualitative	ADJ
easat-3676	119	4	analysis	analysis	NOUN
easat-3676	119	5	:	:	PUNCT
easat-3676	119	6	the	the	DET
easat-3676	119	7	qualitative	qualitative	ADJ
easat-3676	119	8	data	datum	NOUN
easat-3676	119	9	gathered	gather	VERB
easat-3676	119	10	from	from	ADP
easat-3676	119	11	interviews	interview	NOUN
easat-3676	119	12	,	,	PUNCT
easat-3676	119	13	surveys	survey	NOUN
easat-3676	119	14	,	,	PUNCT
easat-3676	119	15	and	and	CCONJ
easat-3676	119	16	case	case	NOUN
easat-3676	119	17	studies	study	NOUN
easat-3676	119	18	were	be	AUX
easat-3676	119	19	analyzed	analyze	VERB
easat-3676	119	20	using	use	VERB
easat-3676	119	21	thematic	thematic	ADJ
easat-3676	119	22	analysis	analysis	NOUN
easat-3676	119	23	.	.	PUNCT
easat-3676	120	1	this	this	PRON
easat-3676	120	2	involved	involve	VERB
easat-3676	120	3	coding	code	VERB
easat-3676	120	4	the	the	DET
easat-3676	120	5	data	datum	NOUN
easat-3676	120	6	to	to	PART
easat-3676	120	7	identify	identify	VERB
easat-3676	120	8	recurring	recur	VERB
easat-3676	120	9	themes	theme	NOUN
easat-3676	120	10	and	and	CCONJ
easat-3676	120	11	patterns	pattern	NOUN
easat-3676	120	12	related	relate	VERB
easat-3676	120	13	to	to	ADP
easat-3676	120	14	the	the	DET
easat-3676	120	15	challenges	challenge	NOUN
easat-3676	120	16	smes	sme	NOUN
easat-3676	120	17	face	face	VERB
easat-3676	120	18	in	in	ADP
easat-3676	120	19	adopting	adopt	VERB
easat-3676	120	20	machine	machine	NOUN
easat-3676	120	21	learning	learning	NOUN
easat-3676	120	22	and	and	CCONJ
easat-3676	120	23	their	their	PRON
easat-3676	120	24	expectations	expectation	NOUN
easat-3676	120	25	for	for	ADP
easat-3676	120	26	an	an	DET
easat-3676	120	27	automl	automl	NOUN
easat-3676	120	28	solution	solution	NOUN
easat-3676	120	29	.	.	PUNCT
easat-3676	121	1	the	the	DET
easat-3676	121	2	thematic	thematic	ADJ
easat-3676	121	3	analysis	analysis	NOUN
easat-3676	121	4	helped	helped	AUX
easat-3676	121	5	identify	identify	VERB
easat-3676	121	6	common	common	ADJ
easat-3676	121	7	pain	pain	NOUN
easat-3676	121	8	points	point	NOUN
easat-3676	121	9	,	,	PUNCT
easat-3676	121	10	such	such	ADJ
easat-3676	121	11	as	as	ADP
easat-3676	121	12	lack	lack	NOUN
easat-3676	121	13	of	of	ADP
easat-3676	121	14	technical	technical	ADJ
easat-3676	121	15	expertise	expertise	NOUN
easat-3676	121	16	,	,	PUNCT
easat-3676	121	17	and	and	CCONJ
easat-3676	121	18	informed	inform	VERB
easat-3676	121	19	the	the	DET
easat-3676	121	20	development	development	NOUN
easat-3676	121	21	of	of	ADP
easat-3676	121	22	features	feature	NOUN
easat-3676	121	23	aimed	aim	VERB
easat-3676	121	24	at	at	ADP
easat-3676	121	25	addressing	address	VERB
easat-3676	121	26	those	those	DET
easat-3676	121	27	issues	issue	NOUN
easat-3676	121	28	in	in	ADP
easat-3676	121	29	the	the	DET
easat-3676	121	30	framework	framework	NOUN
easat-3676	121	31	.	.	PUNCT
easat-3676	122	1	2	2	X
easat-3676	122	2	.	.	X
easat-3676	122	3	quantitative	quantitative	ADJ
easat-3676	122	4	analysis	analysis	NOUN
easat-3676	122	5	:	:	PUNCT
easat-3676	122	6	quantitative	quantitative	ADJ
easat-3676	122	7	data	datum	NOUN
easat-3676	122	8	was	be	AUX
easat-3676	122	9	collected	collect	VERB
easat-3676	122	10	through	through	ADP
easat-3676	122	11	performance	performance	NOUN
easat-3676	122	12	metrics	metric	NOUN
easat-3676	122	13	that	that	PRON
easat-3676	122	14	measured	measure	VERB
easat-3676	122	15	the	the	DET
easat-3676	122	16	impact	impact	NOUN
easat-3676	122	17	of	of	ADP
easat-3676	122	18	the	the	DET
easat-3676	122	19	automl	automl	NOUN
easat-3676	122	20	framework	framework	NOUN
easat-3676	122	21	on	on	ADP
easat-3676	122	22	sme	sme	NOUN
easat-3676	122	23	decision	decision	NOUN
easat-3676	122	24	-	-	PUNCT
easat-3676	122	25	making	make	VERB
easat-3676	122	26	processes	process	NOUN
easat-3676	122	27	.	.	PUNCT
easat-3676	123	1	metrics	metric	NOUN
easat-3676	123	2	such	such	ADJ
easat-3676	123	3	as	as	ADP
easat-3676	123	4	model	model	NOUN
easat-3676	123	5	accuracy	accuracy	NOUN
easat-3676	123	6	,	,	PUNCT
easat-3676	123	7	time	time	NOUN
easat-3676	123	8	saved	save	VERB
easat-3676	123	9	compared	compare	VERB
easat-3676	123	10	to	to	ADP
easat-3676	123	11	manual	manual	ADJ
easat-3676	123	12	machine	machine	NOUN
easat-3676	123	13	learning	learning	NOUN
easat-3676	123	14	processes	process	NOUN
easat-3676	123	15	,	,	PUNCT
easat-3676	123	16	and	and	CCONJ
easat-3676	123	17	user	user	NOUN
easat-3676	123	18	satisfaction	satisfaction	NOUN
easat-3676	123	19	ratings	rating	NOUN
easat-3676	123	20	were	be	AUX
easat-3676	123	21	analyzed	analyze	VERB
easat-3676	123	22	to	to	PART
easat-3676	123	23	assess	assess	VERB
easat-3676	123	24	the	the	DET
easat-3676	123	25	framework	framework	NOUN
easat-3676	123	26	's	's	PART
easat-3676	123	27	effectiveness	effectiveness	NOUN
easat-3676	123	28	.	.	PUNCT
easat-3676	124	1	statistical	statistical	ADJ
easat-3676	124	2	techniques	technique	NOUN
easat-3676	124	3	,	,	PUNCT
easat-3676	124	4	including	include	VERB
easat-3676	124	5	regression	regression	NOUN
easat-3676	124	6	analysis	analysis	NOUN
easat-3676	124	7	,	,	PUNCT
easat-3676	124	8	were	be	AUX
easat-3676	124	9	used	use	VERB
easat-3676	124	10	to	to	PART
easat-3676	124	11	determine	determine	VERB
easat-3676	124	12	whether	whether	SCONJ
easat-3676	124	13	the	the	DET
easat-3676	124	14	framework	framework	NOUN
easat-3676	124	15	led	lead	VERB
easat-3676	124	16	to	to	ADP
easat-3676	124	17	significant	significant	ADJ
easat-3676	124	18	improvements	improvement	NOUN
easat-3676	124	19	in	in	ADP
easat-3676	124	20	sme	sme	NOUN
easat-3676	124	21	operations	operation	NOUN
easat-3676	124	22	.	.	PUNCT
easat-3676	125	1	this	this	DET
easat-3676	125	2	quantitative	quantitative	ADJ
easat-3676	125	3	analysis	analysis	NOUN
easat-3676	125	4	provided	provide	VERB
easat-3676	125	5	empirical	empirical	ADJ
easat-3676	125	6	evidence	evidence	NOUN
easat-3676	125	7	of	of	ADP
easat-3676	125	8	the	the	DET
easat-3676	125	9	tool	tool	NOUN
easat-3676	125	10	’s	’s	PART
easat-3676	125	11	benefits	benefit	NOUN
easat-3676	125	12	.	.	PUNCT
easat-3676	126	1	3	3	X
easat-3676	126	2	.	.	PUNCT
easat-3676	126	3	artifact	artifact	ADJ
easat-3676	126	4	evaluation	evaluation	NOUN
easat-3676	126	5	:	:	PUNCT
easat-3676	126	6	the	the	DET
easat-3676	126	7	framework	framework	NOUN
easat-3676	126	8	was	be	AUX
easat-3676	126	9	evaluated	evaluate	VERB
easat-3676	126	10	based	base	VERB
easat-3676	126	11	on	on	ADP
easat-3676	126	12	its	its	PRON
easat-3676	126	13	utility	utility	NOUN
easat-3676	126	14	,	,	PUNCT
easat-3676	126	15	efficiency	efficiency	NOUN
easat-3676	126	16	,	,	PUNCT
easat-3676	126	17	and	and	CCONJ
easat-3676	126	18	scalability	scalability	NOUN
easat-3676	126	19	.	.	PUNCT
easat-3676	127	1	a	a	DET
easat-3676	127	2	mixed	mix	VERB
easat-3676	127	3	-	-	PUNCT
easat-3676	127	4	methods	method	NOUN
easat-3676	127	5	approach	approach	NOUN
easat-3676	127	6	was	be	AUX
easat-3676	127	7	employed	employ	VERB
easat-3676	127	8	,	,	PUNCT
easat-3676	127	9	where	where	SCONJ
easat-3676	127	10	quantitative	quantitative	ADJ
easat-3676	127	11	performance	performance	NOUN
easat-3676	127	12	metrics	metric	NOUN
easat-3676	127	13	were	be	AUX
easat-3676	127	14	complemented	complement	VERB
easat-3676	127	15	by	by	ADP
easat-3676	127	16	qualitative	qualitative	ADJ
easat-3676	127	17	feedback	feedback	NOUN
easat-3676	127	18	from	from	ADP
easat-3676	127	19	sme	sme	NOUN
easat-3676	127	20	users	user	NOUN
easat-3676	127	21	.	.	PUNCT
easat-3676	128	1	the	the	DET
easat-3676	128	2	evaluation	evaluation	NOUN
easat-3676	128	3	process	process	NOUN
easat-3676	128	4	also	also	ADV
easat-3676	128	5	included	include	VERB
easat-3676	128	6	testing	test	VERB
easat-3676	128	7	the	the	DET
easat-3676	128	8	framework	framework	NOUN
easat-3676	128	9	in	in	ADP
easat-3676	128	10	real	real	ADJ
easat-3676	128	11	-	-	PUNCT
easat-3676	128	12	world	world	NOUN
easat-3676	128	13	scenarios	scenario	NOUN
easat-3676	128	14	to	to	PART
easat-3676	128	15	assess	assess	VERB
easat-3676	128	16	its	its	PRON
easat-3676	128	17	practicality	practicality	NOUN
easat-3676	128	18	and	and	CCONJ
easat-3676	128	19	effectiveness	effectiveness	NOUN
easat-3676	128	20	.	.	PUNCT
easat-3676	129	1	feedback	feedback	NOUN
easat-3676	129	2	loops	loop	NOUN
easat-3676	129	3	from	from	ADP
easat-3676	129	4	these	these	DET
easat-3676	129	5	evaluations	evaluation	NOUN
easat-3676	129	6	were	be	AUX
easat-3676	129	7	crucial	crucial	ADJ
easat-3676	129	8	in	in	ADP
easat-3676	129	9	refining	refine	VERB
easat-3676	129	10	the	the	DET
easat-3676	129	11	framework	framework	NOUN
easat-3676	129	12	through	through	ADP
easat-3676	129	13	iterative	iterative	NOUN
easat-3676	129	14	development	development	NOUN
easat-3676	129	15	cycles	cycle	NOUN
easat-3676	129	16	,	,	PUNCT
easat-3676	129	17	ensuring	ensure	VERB
easat-3676	129	18	that	that	SCONJ
easat-3676	129	19	the	the	DET
easat-3676	129	20	final	final	ADJ
easat-3676	129	21	product	product	NOUN
easat-3676	129	22	met	meet	VERB
easat-3676	129	23	the	the	DET
easat-3676	129	24	evolving	evolve	VERB
easat-3676	129	25	needs	need	NOUN
easat-3676	129	26	of	of	ADP
easat-3676	129	27	smes	sme	NOUN
easat-3676	129	28	.	.	PUNCT
easat-3676	130	1	3.4	3.4	NUM
easat-3676	130	2	.	.	PUNCT
easat-3676	130	3	unique	unique	ADJ
easat-3676	130	4	approach	approach	NOUN
easat-3676	130	5	what	what	PRON
easat-3676	130	6	distinguishes	distinguish	VERB
easat-3676	130	7	this	this	DET
easat-3676	130	8	research	research	NOUN
easat-3676	130	9	is	be	AUX
easat-3676	130	10	the	the	DET
easat-3676	130	11	focus	focus	NOUN
easat-3676	130	12	on	on	ADP
easat-3676	130	13	creating	create	VERB
easat-3676	130	14	a	a	DET
easat-3676	130	15	collaborative	collaborative	ADJ
easat-3676	130	16	automl	automl	NOUN
easat-3676	130	17	framework	framework	NOUN
easat-3676	130	18	specifically	specifically	ADV
easat-3676	130	19	designed	design	VERB
easat-3676	130	20	for	for	ADP
easat-3676	130	21	smes	sme	NOUN
easat-3676	130	22	,	,	PUNCT
easat-3676	130	23	a	a	DET
easat-3676	130	24	group	group	NOUN
easat-3676	130	25	often	often	ADV
easat-3676	130	26	underserved	underserve	VERB
easat-3676	130	27	by	by	ADP
easat-3676	130	28	traditional	traditional	ADJ
easat-3676	130	29	machine	machine	NOUN
easat-3676	130	30	learning	learn	VERB
easat-3676	130	31	solutions	solution	NOUN
easat-3676	130	32	.	.	PUNCT
easat-3676	131	1	unlike	unlike	ADP
easat-3676	131	2	standard	standard	ADJ
easat-3676	131	3	automl	automl	NOUN
easat-3676	131	4	platforms	platform	NOUN
easat-3676	131	5	that	that	PRON
easat-3676	131	6	target	target	VERB
easat-3676	131	7	larger	large	ADJ
easat-3676	131	8	enterprises	enterprise	NOUN
easat-3676	131	9	with	with	ADP
easat-3676	131	10	in	in	ADP
easat-3676	131	11	-	-	PUNCT
easat-3676	131	12	house	house	NOUN
easat-3676	131	13	data	data	PROPN
easat-3676	131	14	science	science	NOUN
easat-3676	131	15	teams	team	NOUN
easat-3676	131	16	,	,	PUNCT
easat-3676	131	17	this	this	DET
easat-3676	131	18	7680	7680	NUM
easat-3676	131	19	edelweiss	edelweiss	PROPN
easat-3676	131	20	applied	apply	VERB
easat-3676	131	21	science	science	NOUN
easat-3676	131	22	and	and	CCONJ
easat-3676	131	23	technology	technology	NOUN
easat-3676	131	24	issn	issn	PROPN
easat-3676	131	25	:	:	PUNCT
easat-3676	131	26	2576	2576	NUM
easat-3676	131	27	-	-	SYM
easat-3676	131	28	8484	8484	NUM
easat-3676	131	29	vol	vol	NOUN
easat-3676	131	30	.	.	PROPN
easat-3676	131	31	8	8	NUM
easat-3676	131	32	,	,	PUNCT
easat-3676	131	33	no	no	INTJ
easat-3676	131	34	.	.	NOUN
easat-3676	132	1	6	6	NUM
easat-3676	132	2	:	:	SYM
easat-3676	132	3	7675	7675	NUM
easat-3676	132	4	-	-	SYM
easat-3676	132	5	7685	7685	NUM
easat-3676	132	6	,	,	PUNCT
easat-3676	132	7	2024	2024	NUM
easat-3676	132	8	doi	doi	NOUN
easat-3676	132	9	:	:	PUNCT
easat-3676	132	10	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	132	11	©	©	ADP
easat-3676	132	12	2024	2024	NUM
easat-3676	132	13	by	by	ADP
easat-3676	132	14	the	the	DET
easat-3676	132	15	authors	author	NOUN
easat-3676	132	16	;	;	PUNCT
easat-3676	132	17	licensee	licensee	PROPN
easat-3676	132	18	learning	learn	VERB
easat-3676	132	19	gate	gate	NOUN
easat-3676	132	20	framework	framework	NOUN
easat-3676	132	21	is	be	AUX
easat-3676	132	22	built	build	VERB
easat-3676	132	23	to	to	PART
easat-3676	132	24	support	support	VERB
easat-3676	132	25	users	user	NOUN
easat-3676	132	26	with	with	ADP
easat-3676	132	27	limited	limited	ADJ
easat-3676	132	28	technical	technical	ADJ
easat-3676	132	29	expertise	expertise	NOUN
easat-3676	132	30	.	.	PUNCT
easat-3676	133	1	the	the	DET
easat-3676	133	2	collaboration	collaboration	NOUN
easat-3676	133	3	feature	feature	NOUN
easat-3676	133	4	,	,	PUNCT
easat-3676	133	5	which	which	PRON
easat-3676	133	6	allows	allow	VERB
easat-3676	133	7	multiple	multiple	ADJ
easat-3676	133	8	users	user	NOUN
easat-3676	133	9	within	within	ADP
easat-3676	133	10	an	an	DET
easat-3676	133	11	sme	sme	NOUN
easat-3676	133	12	to	to	PART
easat-3676	133	13	contribute	contribute	VERB
easat-3676	133	14	to	to	ADP
easat-3676	133	15	and	and	CCONJ
easat-3676	133	16	benefit	benefit	VERB
easat-3676	133	17	from	from	ADP
easat-3676	133	18	the	the	DET
easat-3676	133	19	machine	machine	NOUN
easat-3676	133	20	learning	learning	NOUN
easat-3676	133	21	process	process	NOUN
easat-3676	133	22	,	,	PUNCT
easat-3676	133	23	is	be	AUX
easat-3676	133	24	a	a	DET
easat-3676	133	25	key	key	ADJ
easat-3676	133	26	innovation	innovation	NOUN
easat-3676	133	27	.	.	PUNCT
easat-3676	134	1	additionally	additionally	ADV
easat-3676	134	2	,	,	PUNCT
easat-3676	134	3	the	the	DET
easat-3676	134	4	iterative	iterative	ADJ
easat-3676	134	5	nature	nature	NOUN
easat-3676	134	6	of	of	ADP
easat-3676	134	7	the	the	DET
easat-3676	134	8	dsr	dsr	NOUN
easat-3676	134	9	methodology	methodology	NOUN
easat-3676	134	10	allows	allow	VERB
easat-3676	134	11	for	for	ADP
easat-3676	134	12	continuous	continuous	ADJ
easat-3676	134	13	feedback	feedback	NOUN
easat-3676	134	14	and	and	CCONJ
easat-3676	134	15	refinement	refinement	NOUN
easat-3676	134	16	,	,	PUNCT
easat-3676	134	17	ensuring	ensure	VERB
easat-3676	134	18	that	that	SCONJ
easat-3676	134	19	the	the	DET
easat-3676	134	20	framework	framework	NOUN
easat-3676	134	21	evolves	evolve	VERB
easat-3676	134	22	in	in	ADP
easat-3676	134	23	response	response	NOUN
easat-3676	134	24	to	to	ADP
easat-3676	134	25	sme	sme	NOUN
easat-3676	134	26	needs	need	NOUN
easat-3676	134	27	.	.	PUNCT
easat-3676	135	1	furthermore	furthermore	ADV
easat-3676	135	2	,	,	PUNCT
easat-3676	135	3	the	the	DET
easat-3676	135	4	research	research	NOUN
easat-3676	135	5	emphasizes	emphasize	VERB
easat-3676	135	6	practical	practical	ADJ
easat-3676	135	7	usability	usability	NOUN
easat-3676	135	8	and	and	CCONJ
easat-3676	135	9	accessibility	accessibility	NOUN
easat-3676	135	10	,	,	PUNCT
easat-3676	135	11	aiming	aim	VERB
easat-3676	135	12	to	to	PART
easat-3676	135	13	empower	empower	VERB
easat-3676	135	14	smes	sme	NOUN
easat-3676	135	15	to	to	PART
easat-3676	135	16	make	make	VERB
easat-3676	135	17	data	datum	NOUN
easat-3676	135	18	-	-	PUNCT
easat-3676	135	19	driven	drive	VERB
easat-3676	135	20	decisions	decision	NOUN
easat-3676	135	21	without	without	ADP
easat-3676	135	22	the	the	DET
easat-3676	135	23	need	need	NOUN
easat-3676	135	24	for	for	ADP
easat-3676	135	25	extensive	extensive	ADJ
easat-3676	135	26	technical	technical	ADJ
easat-3676	135	27	knowledge	knowledge	NOUN
easat-3676	135	28	.	.	PUNCT
easat-3676	136	1	this	this	DET
easat-3676	136	2	usercentric	usercentric	ADJ
easat-3676	136	3	approach	approach	NOUN
easat-3676	136	4	,	,	PUNCT
easat-3676	136	5	combined	combine	VERB
easat-3676	136	6	with	with	ADP
easat-3676	136	7	rigorous	rigorous	ADJ
easat-3676	136	8	evaluation	evaluation	NOUN
easat-3676	136	9	,	,	PUNCT
easat-3676	136	10	sets	set	VERB
easat-3676	136	11	the	the	DET
easat-3676	136	12	study	study	NOUN
easat-3676	136	13	apart	apart	ADV
easat-3676	136	14	from	from	ADP
easat-3676	136	15	traditional	traditional	ADJ
easat-3676	136	16	machine	machine	NOUN
easat-3676	136	17	learning	learn	VERB
easat-3676	136	18	research	research	NOUN
easat-3676	136	19	,	,	PUNCT
easat-3676	136	20	which	which	PRON
easat-3676	136	21	often	often	ADV
easat-3676	136	22	focuses	focus	VERB
easat-3676	136	23	on	on	ADP
easat-3676	136	24	developing	develop	VERB
easat-3676	136	25	more	more	ADV
easat-3676	136	26	technically	technically	ADV
easat-3676	136	27	complex	complex	ADJ
easat-3676	136	28	models	model	NOUN
easat-3676	136	29	rather	rather	ADV
easat-3676	136	30	than	than	ADP
easat-3676	136	31	userfriendly	userfriendly	ADJ
easat-3676	136	32	solutions	solution	NOUN
easat-3676	136	33	.	.	PUNCT
easat-3676	137	1	4	4	X
easat-3676	137	2	.	.	X
easat-3676	137	3	development	development	NOUN
easat-3676	137	4	of	of	ADP
easat-3676	137	5	a	a	DET
easat-3676	137	6	collaborative	collaborative	ADJ
easat-3676	137	7	automl	automl	NOUN
easat-3676	137	8	framework	framework	NOUN
easat-3676	137	9	for	for	ADP
easat-3676	137	10	smes	sme	NOUN
easat-3676	137	11	building	build	VERB
easat-3676	137	12	upon	upon	SCONJ
easat-3676	137	13	insights	insight	NOUN
easat-3676	137	14	from	from	ADP
easat-3676	137	15	our	our	PRON
easat-3676	137	16	comprehensive	comprehensive	ADJ
easat-3676	137	17	literature	literature	NOUN
easat-3676	137	18	review	review	NOUN
easat-3676	137	19	,	,	PUNCT
easat-3676	137	20	we	we	PRON
easat-3676	137	21	have	have	AUX
easat-3676	137	22	developed	develop	VERB
easat-3676	137	23	a	a	DET
easat-3676	137	24	collaborative	collaborative	ADJ
easat-3676	137	25	automl	automl	NOUN
easat-3676	137	26	framework	framework	NOUN
easat-3676	137	27	specifically	specifically	ADV
easat-3676	137	28	designed	design	VERB
easat-3676	137	29	for	for	ADP
easat-3676	137	30	small	small	ADJ
easat-3676	137	31	and	and	CCONJ
easat-3676	137	32	medium	medium	ADJ
easat-3676	137	33	-	-	PUNCT
easat-3676	137	34	sized	sized	ADJ
easat-3676	137	35	enterprises	enterprise	NOUN
easat-3676	137	36	(	(	PUNCT
easat-3676	137	37	smes	sme	NOUN
easat-3676	137	38	)	)	PUNCT
easat-3676	137	39	.	.	PUNCT
easat-3676	138	1	this	this	DET
easat-3676	138	2	framework	framework	NOUN
easat-3676	138	3	enables	enable	VERB
easat-3676	138	4	smes	sme	NOUN
easat-3676	138	5	to	to	ADP
easat-3676	138	6	harness	harness	ADJ
easat-3676	138	7	advanced	advanced	ADJ
easat-3676	138	8	machine	machine	NOUN
easat-3676	138	9	learning	learn	VERB
easat-3676	138	10	algorithms	algorithm	NOUN
easat-3676	138	11	effectively	effectively	ADV
easat-3676	138	12	without	without	ADP
easat-3676	138	13	requiring	require	VERB
easat-3676	138	14	extensive	extensive	ADJ
easat-3676	138	15	data	datum	NOUN
easat-3676	138	16	science	science	NOUN
easat-3676	138	17	expertise	expertise	NOUN
easat-3676	138	18	.	.	PUNCT
easat-3676	139	1	4.1	4.1	NUM
easat-3676	139	2	.	.	PUNCT
easat-3676	139	3	key	key	ADJ
easat-3676	139	4	findings	finding	NOUN
easat-3676	139	5	and	and	CCONJ
easat-3676	139	6	assumptions	assumption	VERB
easat-3676	139	7	our	our	PRON
easat-3676	139	8	literature	literature	NOUN
easat-3676	139	9	review	review	NOUN
easat-3676	139	10	revealed	reveal	VERB
easat-3676	139	11	critical	critical	ADJ
easat-3676	139	12	insights	insight	NOUN
easat-3676	139	13	into	into	ADP
easat-3676	139	14	the	the	DET
easat-3676	139	15	utilization	utilization	NOUN
easat-3676	139	16	of	of	ADP
easat-3676	139	17	automl	automl	PROPN
easat-3676	139	18	technologies	technology	NOUN
easat-3676	139	19	by	by	ADP
easat-3676	139	20	smes	sme	NOUN
easat-3676	139	21	,	,	PUNCT
easat-3676	139	22	which	which	PRON
easat-3676	139	23	form	form	VERB
easat-3676	139	24	the	the	DET
easat-3676	139	25	foundation	foundation	NOUN
easat-3676	139	26	of	of	ADP
easat-3676	139	27	our	our	PRON
easat-3676	139	28	proposed	propose	VERB
easat-3676	139	29	framework	framework	NOUN
easat-3676	139	30	.	.	PUNCT
easat-3676	140	1	the	the	DET
easat-3676	140	2	following	follow	VERB
easat-3676	140	3	key	key	ADJ
easat-3676	140	4	findings	finding	NOUN
easat-3676	140	5	emerged	emerge	VERB
easat-3676	140	6	:	:	PUNCT
easat-3676	140	7	1	1	X
easat-3676	140	8	.	.	X
easat-3676	140	9	recognition	recognition	NOUN
easat-3676	140	10	of	of	ADP
easat-3676	140	11	automl	automl	PROPN
easat-3676	140	12	potential	potential	NOUN
easat-3676	140	13	:	:	PUNCT
easat-3676	140	14	smes	sme	NOUN
easat-3676	140	15	across	across	ADP
easat-3676	140	16	various	various	ADJ
easat-3676	140	17	industries	industry	NOUN
easat-3676	140	18	are	be	AUX
easat-3676	140	19	increasingly	increasingly	ADV
easat-3676	140	20	acknowledging	acknowledge	VERB
easat-3676	140	21	the	the	DET
easat-3676	140	22	transformative	transformative	ADJ
easat-3676	140	23	potential	potential	NOUN
easat-3676	140	24	of	of	ADP
easat-3676	140	25	automl	automl	PROPN
easat-3676	140	26	technologies	technology	NOUN
easat-3676	140	27	.	.	PUNCT
easat-3676	141	1	they	they	PRON
easat-3676	141	2	aim	aim	VERB
easat-3676	141	3	to	to	PART
easat-3676	141	4	drive	drive	VERB
easat-3676	141	5	innovation	innovation	NOUN
easat-3676	141	6	and	and	CCONJ
easat-3676	141	7	enhance	enhance	VERB
easat-3676	141	8	decision	decision	NOUN
easat-3676	141	9	-	-	PUNCT
easat-3676	141	10	making	making	NOUN
easat-3676	141	11	in	in	ADP
easat-3676	141	12	crucial	crucial	ADJ
easat-3676	141	13	areas	area	NOUN
easat-3676	141	14	such	such	ADJ
easat-3676	141	15	as	as	ADP
easat-3676	141	16	production	production	NOUN
easat-3676	141	17	,	,	PUNCT
easat-3676	141	18	human	human	ADJ
easat-3676	141	19	resources	resource	NOUN
easat-3676	141	20	,	,	PUNCT
easat-3676	141	21	marketing	marketing	NOUN
easat-3676	141	22	,	,	PUNCT
easat-3676	141	23	and	and	CCONJ
easat-3676	141	24	management	management	NOUN
easat-3676	141	25	.	.	PUNCT
easat-3676	142	1	2	2	X
easat-3676	142	2	.	.	X
easat-3676	142	3	common	common	ADJ
easat-3676	142	4	techniques	technique	NOUN
easat-3676	142	5	employed	employ	VERB
easat-3676	142	6	:	:	PUNCT
easat-3676	142	7	smes	sme	NOUN
easat-3676	142	8	employ	employ	VERB
easat-3676	142	9	various	various	ADJ
easat-3676	142	10	automl	automl	NOUN
easat-3676	142	11	techniques	technique	NOUN
easat-3676	142	12	,	,	PUNCT
easat-3676	142	13	including	include	VERB
easat-3676	142	14	automation	automation	NOUN
easat-3676	142	15	,	,	PUNCT
easat-3676	142	16	data	datum	NOUN
easat-3676	142	17	analysis	analysis	NOUN
easat-3676	142	18	,	,	PUNCT
easat-3676	142	19	predictive	predictive	ADJ
easat-3676	142	20	modeling	modeling	NOUN
easat-3676	142	21	,	,	PUNCT
easat-3676	142	22	and	and	CCONJ
easat-3676	142	23	pattern	pattern	NOUN
easat-3676	142	24	recognition	recognition	NOUN
easat-3676	142	25	.	.	PUNCT
easat-3676	143	1	these	these	DET
easat-3676	143	2	techniques	technique	NOUN
easat-3676	143	3	empower	empower	VERB
easat-3676	143	4	them	they	PRON
easat-3676	143	5	to	to	PART
easat-3676	143	6	leverage	leverage	VERB
easat-3676	143	7	their	their	PRON
easat-3676	143	8	data	data	NOUN
easat-3676	143	9	assets	asset	NOUN
easat-3676	143	10	effectively	effectively	ADV
easat-3676	143	11	,	,	PUNCT
easat-3676	143	12	yielding	yield	VERB
easat-3676	143	13	actionable	actionable	ADJ
easat-3676	143	14	insights	insight	NOUN
easat-3676	143	15	that	that	PRON
easat-3676	143	16	inform	inform	VERB
easat-3676	143	17	business	business	NOUN
easat-3676	143	18	operations	operation	NOUN
easat-3676	143	19	and	and	CCONJ
easat-3676	143	20	strategic	strategic	ADJ
easat-3676	143	21	planning	planning	NOUN
easat-3676	143	22	.	.	PUNCT
easat-3676	144	1	3	3	X
easat-3676	144	2	.	.	X
easat-3676	144	3	challenges	challenge	NOUN
easat-3676	144	4	to	to	ADP
easat-3676	144	5	adoption	adoption	NOUN
easat-3676	144	6	:	:	PUNCT
easat-3676	144	7	while	while	SCONJ
easat-3676	144	8	the	the	DET
easat-3676	144	9	potential	potential	NOUN
easat-3676	144	10	of	of	ADP
easat-3676	144	11	automl	automl	NOUN
easat-3676	144	12	is	be	AUX
easat-3676	144	13	recognized	recognize	VERB
easat-3676	144	14	,	,	PUNCT
easat-3676	144	15	smes	sme	NOUN
easat-3676	144	16	face	face	VERB
easat-3676	144	17	unique	unique	ADJ
easat-3676	144	18	challenges	challenge	NOUN
easat-3676	144	19	,	,	PUNCT
easat-3676	144	20	including	include	VERB
easat-3676	144	21	limited	limited	ADJ
easat-3676	144	22	access	access	NOUN
easat-3676	144	23	to	to	ADP
easat-3676	144	24	data	data	NOUN
easat-3676	144	25	science	science	NOUN
easat-3676	144	26	expertise	expertise	NOUN
easat-3676	144	27	,	,	PUNCT
easat-3676	144	28	data	datum	NOUN
easat-3676	144	29	privacy	privacy	NOUN
easat-3676	144	30	concerns	concern	NOUN
easat-3676	144	31	,	,	PUNCT
easat-3676	144	32	regulatory	regulatory	ADJ
easat-3676	144	33	compliance	compliance	NOUN
easat-3676	144	34	,	,	PUNCT
easat-3676	144	35	and	and	CCONJ
easat-3676	144	36	scalability	scalability	NOUN
easat-3676	144	37	issues	issue	NOUN
easat-3676	144	38	.	.	PUNCT
easat-3676	145	1	these	these	DET
easat-3676	145	2	challenges	challenge	NOUN
easat-3676	145	3	necessitate	necessitate	ADJ
easat-3676	145	4	tailored	tailor	VERB
easat-3676	145	5	solutions	solution	NOUN
easat-3676	145	6	that	that	PRON
easat-3676	145	7	prioritize	prioritize	VERB
easat-3676	145	8	ease	ease	NOUN
easat-3676	145	9	of	of	ADP
easat-3676	145	10	use	use	NOUN
easat-3676	145	11	,	,	PUNCT
easat-3676	145	12	scalability	scalability	NOUN
easat-3676	145	13	,	,	PUNCT
easat-3676	145	14	and	and	CCONJ
easat-3676	145	15	security	security	NOUN
easat-3676	145	16	.	.	PUNCT
easat-3676	146	1	the	the	DET
easat-3676	146	2	preceding	precede	VERB
easat-3676	146	3	section	section	NOUN
easat-3676	146	4	systematically	systematically	ADV
easat-3676	146	5	detailed	detail	VERB
easat-3676	146	6	our	our	PRON
easat-3676	146	7	investigation	investigation	NOUN
easat-3676	146	8	's	's	PART
easat-3676	146	9	core	core	NOUN
easat-3676	146	10	findings	finding	NOUN
easat-3676	146	11	,	,	PUNCT
easat-3676	146	12	anchored	anchor	VERB
easat-3676	146	13	by	by	ADP
easat-3676	146	14	relevant	relevant	ADJ
easat-3676	146	15	scholarly	scholarly	ADJ
easat-3676	146	16	references	reference	NOUN
easat-3676	146	17	.	.	PUNCT
easat-3676	147	1	figure	figure	NOUN
easat-3676	147	2	1	1	NUM
easat-3676	147	3	summarizes	summarize	NOUN
easat-3676	147	4	the	the	DET
easat-3676	147	5	prevalent	prevalent	NOUN
easat-3676	147	6	ai	ai	VERB
easat-3676	147	7	technologies	technology	NOUN
easat-3676	147	8	currently	currently	ADV
easat-3676	147	9	adopted	adopt	VERB
easat-3676	147	10	within	within	ADP
easat-3676	147	11	smes	sme	NOUN
easat-3676	147	12	,	,	PUNCT
easat-3676	147	13	emphasizing	emphasize	VERB
easat-3676	147	14	automl	automl	NOUN
easat-3676	147	15	's	's	PART
easat-3676	147	16	significant	significant	ADJ
easat-3676	147	17	utility	utility	NOUN
easat-3676	147	18	across	across	ADP
easat-3676	147	19	various	various	ADJ
easat-3676	147	20	operational	operational	ADJ
easat-3676	147	21	areas	area	NOUN
easat-3676	147	22	.	.	PUNCT
easat-3676	148	1	4.2	4.2	NUM
easat-3676	148	2	.	.	PUNCT
easat-3676	148	3	framework	framework	VERB
easat-3676	148	4	the	the	DET
easat-3676	148	5	collaborative	collaborative	ADJ
easat-3676	148	6	automl	automl	NOUN
easat-3676	148	7	framework	framework	NOUN
easat-3676	148	8	we	we	PRON
easat-3676	148	9	propose	propose	VERB
easat-3676	148	10	addresses	address	VERB
easat-3676	148	11	the	the	DET
easat-3676	148	12	unique	unique	ADJ
easat-3676	148	13	challenges	challenge	NOUN
easat-3676	148	14	faced	face	VERB
easat-3676	148	15	by	by	ADP
easat-3676	148	16	smes	sme	NOUN
easat-3676	148	17	,	,	PUNCT
easat-3676	148	18	facilitating	facilitate	VERB
easat-3676	148	19	their	their	PRON
easat-3676	148	20	adoption	adoption	NOUN
easat-3676	148	21	of	of	ADP
easat-3676	148	22	data	data	NOUN
easat-3676	148	23	-	-	PUNCT
easat-3676	148	24	driven	drive	VERB
easat-3676	148	25	practices	practice	NOUN
easat-3676	148	26	.	.	PUNCT
easat-3676	149	1	the	the	DET
easat-3676	149	2	framework	framework	NOUN
easat-3676	149	3	comprises	comprise	VERB
easat-3676	149	4	five	five	NUM
easat-3676	149	5	key	key	ADJ
easat-3676	149	6	phases	phase	NOUN
easat-3676	149	7	:	:	PUNCT
easat-3676	149	8	1	1	X
easat-3676	149	9	.	.	X
easat-3676	149	10	strategy	strategy	NOUN
easat-3676	149	11	:	:	PUNCT
easat-3676	149	12	align	align	VERB
easat-3676	149	13	ai	ai	NOUN
easat-3676	149	14	/	/	SYM
easat-3676	149	15	ml	ml	ADJ
easat-3676	149	16	initiatives	initiative	NOUN
easat-3676	149	17	with	with	ADP
easat-3676	149	18	overarching	overarching	ADJ
easat-3676	149	19	business	business	NOUN
easat-3676	149	20	objectives	objective	NOUN
easat-3676	149	21	.	.	PUNCT
easat-3676	150	1	executive	executive	ADJ
easat-3676	150	2	teams	team	NOUN
easat-3676	150	3	set	set	VERB
easat-3676	150	4	strategic	strategic	ADJ
easat-3676	150	5	priorities	priority	NOUN
easat-3676	150	6	,	,	PUNCT
easat-3676	150	7	with	with	ADP
easat-3676	150	8	input	input	NOUN
easat-3676	150	9	from	from	ADP
easat-3676	150	10	department	department	NOUN
easat-3676	150	11	heads	head	NOUN
easat-3676	150	12	to	to	PART
easat-3676	150	13	identify	identify	VERB
easat-3676	150	14	potential	potential	ADJ
easat-3676	150	15	use	use	NOUN
easat-3676	150	16	cases	case	NOUN
easat-3676	150	17	.	.	PUNCT
easat-3676	151	1	2	2	X
easat-3676	151	2	.	.	X
easat-3676	151	3	design	design	NOUN
easat-3676	151	4	:	:	PUNCT
easat-3676	151	5	collaborate	collaborate	VERB
easat-3676	151	6	among	among	ADP
easat-3676	151	7	data	datum	NOUN
easat-3676	151	8	scientists	scientist	NOUN
easat-3676	151	9	,	,	PUNCT
easat-3676	151	10	it	it	PRON
easat-3676	151	11	personnel	personnel	NOUN
easat-3676	151	12	,	,	PUNCT
easat-3676	151	13	and	and	CCONJ
easat-3676	151	14	domain	domain	NOUN
easat-3676	151	15	experts	expert	NOUN
easat-3676	151	16	to	to	PART
easat-3676	151	17	ensure	ensure	VERB
easat-3676	151	18	relevant	relevant	ADJ
easat-3676	151	19	,	,	PUNCT
easat-3676	151	20	high	high	ADJ
easat-3676	151	21	-	-	PUNCT
easat-3676	151	22	quality	quality	NOUN
easat-3676	151	23	data	datum	NOUN
easat-3676	151	24	collection	collection	NOUN
easat-3676	151	25	.	.	PUNCT
easat-3676	152	1	legal	legal	ADJ
easat-3676	152	2	advisors	advisor	NOUN
easat-3676	152	3	may	may	AUX
easat-3676	152	4	be	be	AUX
easat-3676	152	5	consulted	consult	VERB
easat-3676	152	6	to	to	PART
easat-3676	152	7	ensure	ensure	VERB
easat-3676	152	8	compliance	compliance	NOUN
easat-3676	152	9	with	with	ADP
easat-3676	152	10	data	datum	NOUN
easat-3676	152	11	privacy	privacy	NOUN
easat-3676	152	12	regulations	regulation	NOUN
easat-3676	152	13	.	.	PUNCT
easat-3676	153	1	3	3	X
easat-3676	153	2	.	.	X
easat-3676	153	3	train	train	NOUN
easat-3676	153	4	:	:	PUNCT
easat-3676	153	5	in	in	ADP
easat-3676	153	6	this	this	DET
easat-3676	153	7	phase	phase	NOUN
easat-3676	153	8	,	,	PUNCT
easat-3676	153	9	data	datum	NOUN
easat-3676	153	10	scientists	scientist	NOUN
easat-3676	153	11	and	and	CCONJ
easat-3676	153	12	machine	machine	NOUN
easat-3676	153	13	learning	learn	VERB
easat-3676	153	14	engineers	engineer	NOUN
easat-3676	153	15	work	work	VERB
easat-3676	153	16	together	together	ADV
easat-3676	153	17	to	to	PART
easat-3676	153	18	develop	develop	VERB
easat-3676	153	19	,	,	PUNCT
easat-3676	153	20	evaluate	evaluate	VERB
easat-3676	153	21	,	,	PUNCT
easat-3676	153	22	and	and	CCONJ
easat-3676	153	23	select	select	VERB
easat-3676	153	24	the	the	DET
easat-3676	153	25	most	most	ADV
easat-3676	153	26	suitable	suitable	ADJ
easat-3676	153	27	ai	ai	NOUN
easat-3676	153	28	/	/	SYM
easat-3676	153	29	ml	ml	NOUN
easat-3676	153	30	models	model	NOUN
easat-3676	153	31	,	,	PUNCT
easat-3676	153	32	potentially	potentially	ADV
easat-3676	153	33	involving	involve	VERB
easat-3676	153	34	external	external	ADJ
easat-3676	153	35	consultants	consultant	NOUN
easat-3676	153	36	for	for	ADP
easat-3676	153	37	third	third	ADJ
easat-3676	153	38	-	-	PUNCT
easat-3676	153	39	party	party	NOUN
easat-3676	153	40	solutions	solution	NOUN
easat-3676	153	41	.	.	PUNCT
easat-3676	154	1	4	4	X
easat-3676	154	2	.	.	X
easat-3676	154	3	deploy	deploy	NOUN
easat-3676	154	4	:	:	PUNCT
easat-3676	154	5	requires	require	VERB
easat-3676	154	6	close	close	ADJ
easat-3676	154	7	collaboration	collaboration	NOUN
easat-3676	154	8	among	among	ADP
easat-3676	154	9	data	datum	NOUN
easat-3676	154	10	scientists	scientist	NOUN
easat-3676	154	11	,	,	PUNCT
easat-3676	154	12	it	it	PRON
easat-3676	154	13	teams	team	NOUN
easat-3676	154	14	,	,	PUNCT
easat-3676	154	15	and	and	CCONJ
easat-3676	154	16	system	system	NOUN
easat-3676	154	17	administrators	administrator	NOUN
easat-3676	154	18	to	to	PART
easat-3676	154	19	integrate	integrate	VERB
easat-3676	154	20	models	model	NOUN
easat-3676	154	21	into	into	ADP
easat-3676	154	22	existing	exist	VERB
easat-3676	154	23	systems	system	NOUN
easat-3676	154	24	.	.	PUNCT
easat-3676	155	1	cloud	cloud	NOUN
easat-3676	155	2	service	service	NOUN
easat-3676	155	3	providers	provider	NOUN
easat-3676	155	4	may	may	AUX
easat-3676	155	5	be	be	AUX
easat-3676	155	6	engaged	engage	VERB
easat-3676	155	7	for	for	ADP
easat-3676	155	8	cloud	cloud	NOUN
easat-3676	155	9	-	-	PUNCT
easat-3676	155	10	based	base	VERB
easat-3676	155	11	deployments	deployment	NOUN
easat-3676	155	12	.	.	PUNCT
easat-3676	156	1	5	5	X
easat-3676	156	2	.	.	X
easat-3676	156	3	optimize	optimize	NOUN
easat-3676	156	4	:	:	PUNCT
easat-3676	156	5	this	this	DET
easat-3676	156	6	phase	phase	NOUN
easat-3676	156	7	involves	involve	VERB
easat-3676	156	8	continuous	continuous	ADJ
easat-3676	156	9	improvement	improvement	NOUN
easat-3676	156	10	efforts	effort	NOUN
easat-3676	156	11	led	lead	VERB
easat-3676	156	12	by	by	ADP
easat-3676	156	13	executive	executive	ADJ
easat-3676	156	14	leadership	leadership	NOUN
easat-3676	156	15	.	.	PUNCT
easat-3676	157	1	project	project	NOUN
easat-3676	157	2	managers	manager	NOUN
easat-3676	157	3	and	and	CCONJ
easat-3676	157	4	team	team	NOUN
easat-3676	157	5	leaders	leader	NOUN
easat-3676	157	6	measure	measure	VERB
easat-3676	157	7	project	project	NOUN
easat-3676	157	8	impact	impact	NOUN
easat-3676	157	9	,	,	PUNCT
easat-3676	157	10	scale	scale	NOUN
easat-3676	157	11	successful	successful	ADJ
easat-3676	157	12	ai	ai	VERB
easat-3676	157	13	/	/	SYM
easat-3676	157	14	ml	ml	NOUN
easat-3676	157	15	solutions	solution	NOUN
easat-3676	157	16	,	,	PUNCT
easat-3676	157	17	and	and	CCONJ
easat-3676	157	18	support	support	VERB
easat-3676	157	19	cross	cross	ADJ
easat-3676	157	20	-	-	ADJ
easat-3676	157	21	functional	functional	ADJ
easat-3676	157	22	collaboration	collaboration	NOUN
easat-3676	157	23	.	.	PUNCT
easat-3676	158	1	7681	7681	NUM
easat-3676	158	2	edelweiss	edelweiss	PROPN
easat-3676	158	3	applied	apply	VERB
easat-3676	158	4	science	science	NOUN
easat-3676	158	5	and	and	CCONJ
easat-3676	158	6	technology	technology	NOUN
easat-3676	158	7	issn	issn	PROPN
easat-3676	158	8	:	:	PUNCT
easat-3676	158	9	2576	2576	NUM
easat-3676	158	10	-	-	SYM
easat-3676	158	11	8484	8484	NUM
easat-3676	158	12	vol	vol	NOUN
easat-3676	158	13	.	.	PROPN
easat-3676	158	14	8	8	NUM
easat-3676	158	15	,	,	PUNCT
easat-3676	158	16	no	no	INTJ
easat-3676	158	17	.	.	NOUN
easat-3676	159	1	6	6	NUM
easat-3676	159	2	:	:	SYM
easat-3676	159	3	7675	7675	NUM
easat-3676	159	4	-	-	SYM
easat-3676	159	5	7685	7685	NUM
easat-3676	159	6	,	,	PUNCT
easat-3676	159	7	2024	2024	NUM
easat-3676	159	8	doi	doi	NOUN
easat-3676	159	9	:	:	PUNCT
easat-3676	159	10	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	159	11	©	©	ADP
easat-3676	159	12	2024	2024	NUM
easat-3676	159	13	by	by	ADP
easat-3676	159	14	the	the	DET
easat-3676	159	15	authors	author	NOUN
easat-3676	159	16	;	;	PUNCT
easat-3676	159	17	licensee	licensee	PROPN
easat-3676	159	18	learning	learning	NOUN
easat-3676	159	19	gate	gate	NOUN
easat-3676	159	20	4.3	4.3	NUM
easat-3676	159	21	.	.	PUNCT
easat-3676	160	1	automl	automl	PROPN
easat-3676	160	2	solution	solution	NOUN
easat-3676	160	3	process	process	NOUN
easat-3676	160	4	framework	framework	NOUN
easat-3676	160	5	the	the	DET
easat-3676	160	6	proposed	propose	VERB
easat-3676	160	7	automl	automl	NOUN
easat-3676	160	8	framework	framework	NOUN
easat-3676	160	9	outlines	outline	VERB
easat-3676	160	10	the	the	DET
easat-3676	160	11	various	various	ADJ
easat-3676	160	12	stakeholders	stakeholder	NOUN
easat-3676	160	13	involved	involve	VERB
easat-3676	160	14	throughout	throughout	ADP
easat-3676	160	15	its	its	PRON
easat-3676	160	16	five	five	NUM
easat-3676	160	17	phases	phase	NOUN
easat-3676	160	18	.	.	PUNCT
easat-3676	161	1	figure	figure	VERB
easat-3676	161	2	below	below	ADV
easat-3676	161	3	provides	provide	VERB
easat-3676	161	4	an	an	DET
easat-3676	161	5	overview	overview	NOUN
easat-3676	161	6	of	of	ADP
easat-3676	161	7	the	the	DET
easat-3676	161	8	architecture	architecture	NOUN
easat-3676	161	9	,	,	PUNCT
easat-3676	161	10	illustrating	illustrate	VERB
easat-3676	161	11	the	the	DET
easat-3676	161	12	collaborative	collaborative	ADJ
easat-3676	161	13	efforts	effort	NOUN
easat-3676	161	14	required	require	VERB
easat-3676	161	15	for	for	ADP
easat-3676	161	16	successful	successful	ADJ
easat-3676	161	17	implementation	implementation	NOUN
easat-3676	161	18	.	.	PUNCT
easat-3676	162	1	table	table	NOUN
easat-3676	162	2	1	1	NUM
easat-3676	162	3	.	.	PUNCT
easat-3676	162	4	phase	phase	NOUN
easat-3676	162	5	stakeholders	stakeholder	NOUN
easat-3676	162	6	involved	involve	VERB
easat-3676	162	7	key	key	ADJ
easat-3676	162	8	activities	activity	NOUN
easat-3676	162	9	strategy	strategy	NOUN
easat-3676	162	10	executive	executive	ADJ
easat-3676	162	11	team	team	NOUN
easat-3676	162	12	,	,	PUNCT
easat-3676	162	13	team	team	NOUN
easat-3676	162	14	leaders	leader	NOUN
easat-3676	162	15	align	align	VERB
easat-3676	162	16	ai	ai	VERB
easat-3676	162	17	/	/	SYM
easat-3676	162	18	ml	ml	ADJ
easat-3676	162	19	initiatives	initiative	NOUN
easat-3676	162	20	with	with	ADP
easat-3676	162	21	business	business	NOUN
easat-3676	162	22	objectives	objective	NOUN
easat-3676	162	23	design	design	NOUN
easat-3676	162	24	data	datum	NOUN
easat-3676	162	25	scientists	scientist	NOUN
easat-3676	162	26	,	,	PUNCT
easat-3676	162	27	it	it	PRON
easat-3676	162	28	personnel	personnel	NOUN
easat-3676	162	29	,	,	PUNCT
easat-3676	162	30	domain	domain	NOUN
easat-3676	162	31	experts	expert	NOUN
easat-3676	162	32	,	,	PUNCT
easat-3676	162	33	legal	legal	ADJ
easat-3676	162	34	advisors	advisor	NOUN
easat-3676	162	35	ensure	ensure	VERB
easat-3676	162	36	relevant	relevant	ADJ
easat-3676	162	37	data	datum	NOUN
easat-3676	162	38	collection	collection	NOUN
easat-3676	162	39	and	and	CCONJ
easat-3676	162	40	privacy	privacy	NOUN
easat-3676	162	41	compliance	compliance	NOUN
easat-3676	162	42	train	train	NOUN
easat-3676	162	43	data	datum	NOUN
easat-3676	162	44	scientists	scientist	NOUN
easat-3676	162	45	,	,	PUNCT
easat-3676	162	46	machine	machine	NOUN
easat-3676	162	47	learning	learning	NOUN
easat-3676	162	48	engineers	engineer	NOUN
easat-3676	162	49	,	,	PUNCT
easat-3676	162	50	subject	subject	ADJ
easat-3676	162	51	matter	matter	NOUN
easat-3676	162	52	experts	expert	NOUN
easat-3676	162	53	build	build	VERB
easat-3676	162	54	and	and	CCONJ
easat-3676	162	55	evaluate	evaluate	VERB
easat-3676	162	56	ai	ai	NOUN
easat-3676	162	57	/	/	SYM
easat-3676	162	58	ml	ml	NOUN
easat-3676	162	59	models	model	NOUN
easat-3676	162	60	deploy	deploy	VERB
easat-3676	162	61	data	datum	NOUN
easat-3676	162	62	scientists	scientist	NOUN
easat-3676	162	63	,	,	PUNCT
easat-3676	162	64	it	it	PRON
easat-3676	162	65	teams	team	NOUN
easat-3676	162	66	,	,	PUNCT
easat-3676	162	67	system	system	NOUN
easat-3676	162	68	administrators	administrator	NOUN
easat-3676	162	69	,	,	PUNCT
easat-3676	162	70	cloud	cloud	NOUN
easat-3676	162	71	service	service	NOUN
easat-3676	162	72	providers	provider	NOUN
easat-3676	162	73	integrate	integrate	VERB
easat-3676	162	74	models	model	NOUN
easat-3676	162	75	and	and	CCONJ
easat-3676	162	76	establish	establish	VERB
easat-3676	162	77	monitoring	monitor	VERB
easat-3676	162	78	optimize	optimize	ADJ
easat-3676	162	79	executive	executive	ADJ
easat-3676	162	80	leadership	leadership	NOUN
easat-3676	162	81	,	,	PUNCT
easat-3676	162	82	project	project	NOUN
easat-3676	162	83	managers	manager	NOUN
easat-3676	162	84	,	,	PUNCT
easat-3676	162	85	team	team	NOUN
easat-3676	162	86	leaders	leader	NOUN
easat-3676	162	87	measure	measure	VERB
easat-3676	162	88	impact	impact	NOUN
easat-3676	162	89	and	and	CCONJ
easat-3676	162	90	support	support	NOUN
easat-3676	162	91	collaboration	collaboration	NOUN
easat-3676	162	92	to	to	PART
easat-3676	162	93	better	well	ADV
easat-3676	162	94	implement	implement	VERB
easat-3676	162	95	the	the	DET
easat-3676	162	96	automl	automl	NOUN
easat-3676	162	97	solution	solution	NOUN
easat-3676	162	98	process	process	NOUN
easat-3676	162	99	framework	framework	NOUN
easat-3676	162	100	,	,	PUNCT
easat-3676	162	101	we	we	PRON
easat-3676	162	102	identified	identify	VERB
easat-3676	162	103	several	several	ADJ
easat-3676	162	104	best	good	ADJ
easat-3676	162	105	practices	practice	NOUN
easat-3676	162	106	and	and	CCONJ
easat-3676	162	107	guidelines	guideline	NOUN
easat-3676	162	108	for	for	ADP
easat-3676	162	109	smes	sme	NOUN
easat-3676	162	110	to	to	PART
easat-3676	162	111	ensure	ensure	VERB
easat-3676	162	112	responsible	responsible	ADJ
easat-3676	162	113	integration	integration	NOUN
easat-3676	162	114	of	of	ADP
easat-3676	162	115	collaborative	collaborative	ADJ
easat-3676	162	116	automl	automl	NOUN
easat-3676	162	117	tools	tool	NOUN
easat-3676	162	118	:	:	PUNCT
easat-3676	162	119	1	1	X
easat-3676	162	120	.	.	X
easat-3676	162	121	align	align	VERB
easat-3676	162	122	ai	ai	ADJ
easat-3676	162	123	/	/	SYM
easat-3676	162	124	ml	ml	ADJ
easat-3676	162	125	initiatives	initiative	NOUN
easat-3676	162	126	with	with	ADP
easat-3676	162	127	business	business	NOUN
easat-3676	162	128	goals	goal	NOUN
easat-3676	162	129	:	:	PUNCT
easat-3676	162	130	ensure	ensure	VERB
easat-3676	162	131	projects	project	NOUN
easat-3676	162	132	are	be	AUX
easat-3676	162	133	directly	directly	ADV
easat-3676	162	134	tied	tie	VERB
easat-3676	162	135	to	to	ADP
easat-3676	162	136	specific	specific	ADJ
easat-3676	162	137	objectives	objective	NOUN
easat-3676	162	138	to	to	PART
easat-3676	162	139	maximize	maximize	VERB
easat-3676	162	140	impact	impact	NOUN
easat-3676	162	141	.	.	PUNCT
easat-3676	163	1	2	2	X
easat-3676	163	2	.	.	X
easat-3676	163	3	start	start	VERB
easat-3676	163	4	small	small	ADJ
easat-3676	163	5	and	and	CCONJ
easat-3676	163	6	scale	scale	VERB
easat-3676	163	7	gradually	gradually	ADV
easat-3676	163	8	:	:	PUNCT
easat-3676	163	9	begin	begin	VERB
easat-3676	163	10	with	with	ADP
easat-3676	163	11	pilot	pilot	NOUN
easat-3676	163	12	projects	project	NOUN
easat-3676	163	13	to	to	PART
easat-3676	163	14	demonstrate	demonstrate	VERB
easat-3676	163	15	value	value	NOUN
easat-3676	163	16	before	before	ADP
easat-3676	163	17	scaling	scale	VERB
easat-3676	163	18	based	base	VERB
easat-3676	163	19	on	on	ADP
easat-3676	163	20	initial	initial	ADJ
easat-3676	163	21	successes	success	NOUN
easat-3676	163	22	.	.	PUNCT
easat-3676	164	1	3	3	X
easat-3676	164	2	.	.	X
easat-3676	164	3	focus	focus	VERB
easat-3676	164	4	on	on	ADP
easat-3676	164	5	data	datum	NOUN
easat-3676	164	6	quality	quality	NOUN
easat-3676	164	7	:	:	PUNCT
easat-3676	164	8	prioritize	prioritize	VERB
easat-3676	164	9	high	high	ADJ
easat-3676	164	10	-	-	PUNCT
easat-3676	164	11	quality	quality	NOUN
easat-3676	164	12	,	,	PUNCT
easat-3676	164	13	relevant	relevant	ADJ
easat-3676	164	14	data	datum	NOUN
easat-3676	164	15	to	to	PART
easat-3676	164	16	improve	improve	VERB
easat-3676	164	17	model	model	NOUN
easat-3676	164	18	accuracy	accuracy	NOUN
easat-3676	164	19	and	and	CCONJ
easat-3676	164	20	reliability	reliability	NOUN
easat-3676	164	21	.	.	PUNCT
easat-3676	165	1	4	4	X
easat-3676	165	2	.	.	X
easat-3676	165	3	incorporate	incorporate	VERB
easat-3676	165	4	industry	industry	NOUN
easat-3676	165	5	-	-	PUNCT
easat-3676	165	6	specific	specific	ADJ
easat-3676	165	7	use	use	NOUN
easat-3676	165	8	cases	case	NOUN
easat-3676	165	9	:	:	PUNCT
easat-3676	165	10	tailor	tailor	VERB
easat-3676	165	11	the	the	DET
easat-3676	165	12	framework	framework	NOUN
easat-3676	165	13	with	with	ADP
easat-3676	165	14	relevant	relevant	ADJ
easat-3676	165	15	examples	example	NOUN
easat-3676	165	16	to	to	PART
easat-3676	165	17	enhance	enhance	VERB
easat-3676	165	18	practicality	practicality	NOUN
easat-3676	165	19	.	.	PUNCT
easat-3676	166	1	5	5	X
easat-3676	166	2	.	.	X
easat-3676	166	3	address	address	NOUN
easat-3676	166	4	ethical	ethical	ADJ
easat-3676	166	5	and	and	CCONJ
easat-3676	166	6	environmental	environmental	ADJ
easat-3676	166	7	implications	implication	NOUN
easat-3676	166	8	:	:	PUNCT
easat-3676	166	9	provide	provide	VERB
easat-3676	166	10	guidelines	guideline	NOUN
easat-3676	166	11	for	for	ADP
easat-3676	166	12	responsible	responsible	ADJ
easat-3676	166	13	ai	ai	NOUN
easat-3676	166	14	usage	usage	NOUN
easat-3676	166	15	,	,	PUNCT
easat-3676	166	16	including	include	VERB
easat-3676	166	17	considerations	consideration	NOUN
easat-3676	166	18	for	for	ADP
easat-3676	166	19	bias	bias	NOUN
easat-3676	166	20	and	and	CCONJ
easat-3676	166	21	transparency	transparency	NOUN
easat-3676	166	22	.	.	PUNCT
easat-3676	167	1	6	6	X
easat-3676	167	2	.	.	X
easat-3676	167	3	emphasize	emphasize	VERB
easat-3676	167	4	change	change	NOUN
easat-3676	167	5	management	management	NOUN
easat-3676	167	6	and	and	CCONJ
easat-3676	167	7	training	training	NOUN
easat-3676	167	8	:	:	PUNCT
easat-3676	167	9	develop	develop	VERB
easat-3676	167	10	programs	program	NOUN
easat-3676	167	11	to	to	PART
easat-3676	167	12	build	build	VERB
easat-3676	167	13	ai	ai	VERB
easat-3676	167	14	/	/	SYM
easat-3676	167	15	ml	ml	NOUN
easat-3676	167	16	literacy	literacy	NOUN
easat-3676	167	17	among	among	ADP
easat-3676	167	18	employees	employee	NOUN
easat-3676	167	19	.	.	PUNCT
easat-3676	168	1	7	7	X
easat-3676	168	2	.	.	X
easat-3676	168	3	leverage	leverage	NOUN
easat-3676	168	4	existing	exist	VERB
easat-3676	168	5	infrastructure	infrastructure	NOUN
easat-3676	168	6	:	:	PUNCT
easat-3676	168	7	utilize	utilize	VERB
easat-3676	168	8	current	current	ADJ
easat-3676	168	9	resources	resource	NOUN
easat-3676	168	10	to	to	PART
easat-3676	168	11	reduce	reduce	VERB
easat-3676	168	12	costs	cost	NOUN
easat-3676	168	13	and	and	CCONJ
easat-3676	168	14	ensure	ensure	VERB
easat-3676	168	15	smoother	smooth	ADJ
easat-3676	168	16	integration	integration	NOUN
easat-3676	168	17	.	.	PUNCT
easat-3676	169	1	8	8	X
easat-3676	169	2	.	.	PUNCT
easat-3676	169	3	foster	foster	ADJ
easat-3676	169	4	collaboration	collaboration	NOUN
easat-3676	169	5	:	:	PUNCT
easat-3676	169	6	encourage	encourage	VERB
easat-3676	169	7	cross	cross	ADJ
easat-3676	169	8	-	-	ADJ
easat-3676	169	9	functional	functional	ADJ
easat-3676	169	10	teamwork	teamwork	NOUN
easat-3676	169	11	to	to	PART
easat-3676	169	12	leverage	leverage	VERB
easat-3676	169	13	diverse	diverse	ADJ
easat-3676	169	14	perspectives	perspective	NOUN
easat-3676	169	15	in	in	ADP
easat-3676	169	16	ai	ai	NOUN
easat-3676	169	17	/	/	SYM
easat-3676	169	18	ml	ml	NOUN
easat-3676	169	19	projects	project	NOUN
easat-3676	169	20	.	.	PUNCT
easat-3676	170	1	9	9	X
easat-3676	170	2	.	.	X
easat-3676	170	3	continuous	continuous	ADJ
easat-3676	170	4	monitoring	monitoring	NOUN
easat-3676	170	5	and	and	CCONJ
easat-3676	170	6	evaluation	evaluation	NOUN
easat-3676	170	7	:	:	PUNCT
easat-3676	170	8	regularly	regularly	ADV
easat-3676	170	9	update	update	VERB
easat-3676	170	10	the	the	DET
easat-3676	170	11	framework	framework	NOUN
easat-3676	170	12	based	base	VERB
easat-3676	170	13	on	on	ADP
easat-3676	170	14	feedback	feedback	NOUN
easat-3676	170	15	and	and	CCONJ
easat-3676	170	16	emerging	emerge	VERB
easat-3676	170	17	trends	trend	NOUN
easat-3676	170	18	.	.	PUNCT
easat-3676	171	1	10	10	NUM
easat-3676	171	2	.	.	X
easat-3676	171	3	engage	engage	VERB
easat-3676	171	4	with	with	ADP
easat-3676	171	5	external	external	ADJ
easat-3676	171	6	experts	expert	NOUN
easat-3676	171	7	:	:	PUNCT
easat-3676	171	8	maintain	maintain	VERB
easat-3676	171	9	a	a	DET
easat-3676	171	10	network	network	NOUN
easat-3676	171	11	of	of	ADP
easat-3676	171	12	industry	industry	NOUN
easat-3676	171	13	experts	expert	NOUN
easat-3676	171	14	and	and	CCONJ
easat-3676	171	15	consultants	consultant	NOUN
easat-3676	171	16	for	for	ADP
easat-3676	171	17	ongoing	ongoing	ADJ
easat-3676	171	18	support	support	NOUN
easat-3676	171	19	.	.	PUNCT
easat-3676	172	1	by	by	ADP
easat-3676	172	2	adhering	adhere	VERB
easat-3676	172	3	to	to	ADP
easat-3676	172	4	these	these	DET
easat-3676	172	5	best	good	ADJ
easat-3676	172	6	practices	practice	NOUN
easat-3676	172	7	,	,	PUNCT
easat-3676	172	8	smes	sme	NOUN
easat-3676	172	9	can	can	AUX
easat-3676	172	10	effectively	effectively	ADV
easat-3676	172	11	integrate	integrate	VERB
easat-3676	172	12	collaborative	collaborative	ADJ
easat-3676	172	13	automl	automl	NOUN
easat-3676	172	14	tools	tool	NOUN
easat-3676	172	15	,	,	PUNCT
easat-3676	172	16	enhancing	enhance	VERB
easat-3676	172	17	their	their	PRON
easat-3676	172	18	data	datum	NOUN
easat-3676	172	19	-	-	PUNCT
easat-3676	172	20	driven	drive	VERB
easat-3676	172	21	decision	decision	NOUN
easat-3676	172	22	-	-	PUNCT
easat-3676	172	23	making	make	VERB
easat-3676	172	24	capabilities	capability	NOUN
easat-3676	172	25	and	and	CCONJ
easat-3676	172	26	supporting	support	VERB
easat-3676	172	27	their	their	PRON
easat-3676	172	28	growth	growth	NOUN
easat-3676	172	29	in	in	ADP
easat-3676	172	30	an	an	DET
easat-3676	172	31	increasingly	increasingly	ADV
easat-3676	172	32	competitive	competitive	ADJ
easat-3676	172	33	landscape	landscape	NOUN
easat-3676	172	34	.	.	PUNCT
easat-3676	173	1	4.3	4.3	NUM
easat-3676	173	2	.	.	PUNCT
easat-3676	173	3	evaluation	evaluation	NOUN
easat-3676	173	4	following	follow	VERB
easat-3676	173	5	the	the	DET
easat-3676	173	6	development	development	NOUN
easat-3676	173	7	of	of	ADP
easat-3676	173	8	the	the	DET
easat-3676	173	9	automl	automl	PROPN
easat-3676	173	10	framework	framework	NOUN
easat-3676	173	11	,	,	PUNCT
easat-3676	173	12	we	we	PRON
easat-3676	173	13	undertook	undertake	VERB
easat-3676	173	14	an	an	DET
easat-3676	173	15	evaluation	evaluation	NOUN
easat-3676	173	16	stage	stage	NOUN
easat-3676	173	17	,	,	PUNCT
easat-3676	173	18	employing	employ	VERB
easat-3676	173	19	design	design	NOUN
easat-3676	173	20	science	science	NOUN
easat-3676	173	21	research	research	NOUN
easat-3676	173	22	(	(	PUNCT
easat-3676	173	23	dsr	dsr	NOUN
easat-3676	173	24	)	)	PUNCT
easat-3676	173	25	strategies	strategy	NOUN
easat-3676	173	26	and	and	CCONJ
easat-3676	173	27	evaluation	evaluation	NOUN
easat-3676	173	28	methods	method	NOUN
easat-3676	173	29	,	,	PUNCT
easat-3676	173	30	including	include	VERB
easat-3676	173	31	feedback	feedback	NOUN
easat-3676	173	32	collection	collection	NOUN
easat-3676	173	33	from	from	ADP
easat-3676	173	34	subject	subject	ADJ
easat-3676	173	35	matter	matter	NOUN
easat-3676	173	36	experts	expert	NOUN
easat-3676	173	37	(	(	PUNCT
easat-3676	173	38	smes	sme	NOUN
easat-3676	173	39	)	)	PUNCT
easat-3676	173	40	as	as	SCONJ
easat-3676	173	41	outlined	outline	VERB
easat-3676	173	42	by	by	ADP
easat-3676	173	43	peffers	peffer	NOUN
easat-3676	173	44	et	et	PROPN
easat-3676	173	45	al	al	PROPN
easat-3676	173	46	.	.	PUNCT
easat-3676	174	1	(	(	PUNCT
easat-3676	174	2	2007	2007	NUM
easat-3676	174	3	)	)	PUNCT
easat-3676	174	4	.	.	PUNCT
easat-3676	175	1	the	the	DET
easat-3676	175	2	primary	primary	ADJ
easat-3676	175	3	aim	aim	NOUN
easat-3676	175	4	of	of	ADP
easat-3676	175	5	this	this	DET
easat-3676	175	6	stage	stage	NOUN
easat-3676	175	7	was	be	AUX
easat-3676	175	8	to	to	PART
easat-3676	175	9	evaluate	evaluate	VERB
easat-3676	175	10	the	the	DET
easat-3676	175	11	proposed	propose	VERB
easat-3676	175	12	process	process	NOUN
easat-3676	175	13	framework	framework	NOUN
easat-3676	175	14	,	,	PUNCT
easat-3676	175	15	gather	gather	VERB
easat-3676	175	16	critical	critical	ADJ
easat-3676	175	17	comments	comment	NOUN
easat-3676	175	18	,	,	PUNCT
easat-3676	175	19	and	and	CCONJ
easat-3676	175	20	identify	identify	VERB
easat-3676	175	21	potential	potential	ADJ
easat-3676	175	22	improvements	improvement	NOUN
easat-3676	175	23	.	.	PUNCT
easat-3676	176	1	experts	expert	NOUN
easat-3676	176	2	from	from	ADP
easat-3676	176	3	both	both	DET
easat-3676	176	4	industry	industry	NOUN
easat-3676	176	5	and	and	CCONJ
easat-3676	176	6	academia	academia	NOUN
easat-3676	176	7	were	be	AUX
easat-3676	176	8	selected	select	VERB
easat-3676	176	9	for	for	ADP
easat-3676	176	10	their	their	PRON
easat-3676	176	11	diverse	diverse	ADJ
easat-3676	176	12	perspectives	perspective	NOUN
easat-3676	176	13	.	.	PUNCT
easat-3676	177	1	interviews	interview	NOUN
easat-3676	177	2	were	be	AUX
easat-3676	177	3	conducted	conduct	VERB
easat-3676	177	4	through	through	ADP
easat-3676	177	5	online	online	ADJ
easat-3676	177	6	meetings	meeting	NOUN
easat-3676	177	7	,	,	PUNCT
easat-3676	177	8	structured	structure	VERB
easat-3676	177	9	as	as	SCONJ
easat-3676	177	10	follows	follow	VERB
easat-3676	177	11	:	:	PUNCT
easat-3676	177	12	7682	7682	NUM
easat-3676	177	13	edelweiss	edelweiss	PROPN
easat-3676	177	14	applied	apply	VERB
easat-3676	177	15	science	science	NOUN
easat-3676	177	16	and	and	CCONJ
easat-3676	177	17	technology	technology	NOUN
easat-3676	177	18	issn	issn	PROPN
easat-3676	177	19	:	:	PUNCT
easat-3676	177	20	2576	2576	NUM
easat-3676	177	21	-	-	SYM
easat-3676	177	22	8484	8484	NUM
easat-3676	177	23	vol	vol	NOUN
easat-3676	177	24	.	.	PROPN
easat-3676	177	25	8	8	NUM
easat-3676	177	26	,	,	PUNCT
easat-3676	177	27	no	no	INTJ
easat-3676	177	28	.	.	NOUN
easat-3676	177	29	6	6	NUM
easat-3676	177	30	:	:	SYM
easat-3676	177	31	7675	7675	NUM
easat-3676	177	32	-	-	SYM
easat-3676	177	33	7685	7685	NUM
easat-3676	177	34	,	,	PUNCT
easat-3676	177	35	2024	2024	NUM
easat-3676	177	36	doi	doi	NOUN
easat-3676	177	37	:	:	PUNCT
easat-3676	177	38	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	177	39	©	©	ADP
easat-3676	177	40	2024	2024	NUM
easat-3676	177	41	by	by	ADP
easat-3676	177	42	the	the	DET
easat-3676	177	43	authors	author	NOUN
easat-3676	177	44	;	;	PUNCT
easat-3676	177	45	licensee	licensee	PROPN
easat-3676	177	46	learning	learning	NOUN
easat-3676	177	47	gate	gate	NOUN
easat-3676	177	48	1	1	NUM
easat-3676	177	49	.	.	PUNCT
easat-3676	178	1	presentation	presentation	NOUN
easat-3676	178	2	:	:	PUNCT
easat-3676	178	3	a	a	DET
easat-3676	178	4	brief	brief	ADJ
easat-3676	178	5	overview	overview	NOUN
easat-3676	178	6	of	of	ADP
easat-3676	178	7	the	the	DET
easat-3676	178	8	automl	automl	PROPN
easat-3676	178	9	framework	framework	NOUN
easat-3676	178	10	,	,	PUNCT
easat-3676	178	11	its	its	PRON
easat-3676	178	12	background	background	NOUN
easat-3676	178	13	,	,	PUNCT
easat-3676	178	14	objectives	objective	NOUN
easat-3676	178	15	,	,	PUNCT
easat-3676	178	16	and	and	CCONJ
easat-3676	178	17	key	key	ADJ
easat-3676	178	18	components	component	NOUN
easat-3676	178	19	was	be	AUX
easat-3676	178	20	provided	provide	VERB
easat-3676	178	21	to	to	PART
easat-3676	178	22	contextualize	contextualize	VERB
easat-3676	178	23	the	the	DET
easat-3676	178	24	discussion	discussion	NOUN
easat-3676	178	25	.	.	PUNCT
easat-3676	179	1	2	2	X
easat-3676	179	2	.	.	X
easat-3676	179	3	interview	interview	NOUN
easat-3676	179	4	phase	phase	NOUN
easat-3676	179	5	:	:	PUNCT
easat-3676	179	6	predefined	predefine	VERB
easat-3676	179	7	questions	question	NOUN
easat-3676	179	8	focused	focus	VERB
easat-3676	179	9	on	on	ADP
easat-3676	179	10	assessing	assess	VERB
easat-3676	179	11	the	the	DET
easat-3676	179	12	framework	framework	NOUN
easat-3676	179	13	's	's	PART
easat-3676	179	14	relevance	relevance	NOUN
easat-3676	179	15	,	,	PUNCT
easat-3676	179	16	practicality	practicality	NOUN
easat-3676	179	17	,	,	PUNCT
easat-3676	179	18	and	and	CCONJ
easat-3676	179	19	effectiveness	effectiveness	NOUN
easat-3676	179	20	in	in	ADP
easat-3676	179	21	addressing	address	VERB
easat-3676	179	22	smes	sme	NOUN
easat-3676	179	23	'	'	PART
easat-3676	179	24	challenges	challenge	NOUN
easat-3676	179	25	in	in	ADP
easat-3676	179	26	adopting	adopt	VERB
easat-3676	179	27	ai	ai	NOUN
easat-3676	179	28	/	/	SYM
easat-3676	179	29	ml	ml	NOUN
easat-3676	179	30	.	.	NOUN
easat-3676	179	31	table	table	NOUN
easat-3676	179	32	2	2	NUM
easat-3676	179	33	.	.	NUM
easat-3676	179	34	interviewed	interview	VERB
easat-3676	179	35	experts	expert	NOUN
easat-3676	179	36	.	.	PUNCT
easat-3676	180	1	expert	expert	ADJ
easat-3676	180	2	professional	professional	ADJ
easat-3676	180	3	role	role	NOUN
easat-3676	180	4	area	area	NOUN
easat-3676	180	5	of	of	ADP
easat-3676	180	6	expertise	expertise	NOUN
easat-3676	180	7	chief	chief	ADJ
easat-3676	180	8	operations	operation	NOUN
easat-3676	180	9	officer	officer	NOUN
easat-3676	180	10	operations	operation	NOUN
easat-3676	180	11	hospitality	hospitality	NOUN
easat-3676	180	12	account	account	NOUN
easat-3676	180	13	manager	manager	NOUN
easat-3676	180	14	sales	sale	NOUN
easat-3676	180	15	retail	retail	ADJ
easat-3676	180	16	data	datum	NOUN
easat-3676	180	17	scientist	scientist	NOUN
easat-3676	180	18	business	business	NOUN
easat-3676	180	19	strategy	strategy	PROPN
easat-3676	180	20	green	green	ADJ
easat-3676	180	21	energy	energy	NOUN
easat-3676	180	22	by	by	ADP
easat-3676	180	23	engaging	engage	VERB
easat-3676	180	24	experts	expert	NOUN
easat-3676	180	25	from	from	ADP
easat-3676	180	26	various	various	ADJ
easat-3676	180	27	industries	industry	NOUN
easat-3676	180	28	,	,	PUNCT
easat-3676	180	29	we	we	PRON
easat-3676	180	30	gathered	gather	VERB
easat-3676	180	31	valuable	valuable	ADJ
easat-3676	180	32	insights	insight	NOUN
easat-3676	180	33	and	and	CCONJ
easat-3676	180	34	feedback	feedback	NOUN
easat-3676	180	35	on	on	ADP
easat-3676	180	36	the	the	DET
easat-3676	180	37	automl	automl	NOUN
easat-3676	180	38	framework	framework	NOUN
easat-3676	180	39	.	.	PUNCT
easat-3676	181	1	●	●	PUNCT
easat-3676	181	2	the	the	DET
easat-3676	181	3	chief	chief	ADJ
easat-3676	181	4	operating	operate	VERB
easat-3676	181	5	officer	officer	NOUN
easat-3676	181	6	from	from	ADP
easat-3676	181	7	the	the	DET
easat-3676	181	8	hospitality	hospitality	NOUN
easat-3676	181	9	sector	sector	NOUN
easat-3676	181	10	highlighted	highlight	VERB
easat-3676	181	11	the	the	DET
easat-3676	181	12	framework	framework	NOUN
easat-3676	181	13	's	's	PART
easat-3676	181	14	focus	focus	NOUN
easat-3676	181	15	on	on	ADP
easat-3676	181	16	identifying	identify	VERB
easat-3676	181	17	and	and	CCONJ
easat-3676	181	18	prioritizing	prioritize	VERB
easat-3676	181	19	use	use	NOUN
easat-3676	181	20	cases	case	NOUN
easat-3676	181	21	aligned	align	VERB
easat-3676	181	22	with	with	ADP
easat-3676	181	23	business	business	NOUN
easat-3676	181	24	objectives	objective	NOUN
easat-3676	181	25	.	.	PUNCT
easat-3676	182	1	they	they	PRON
easat-3676	182	2	emphasized	emphasize	VERB
easat-3676	182	3	its	its	PRON
easat-3676	182	4	potential	potential	NOUN
easat-3676	182	5	to	to	PART
easat-3676	182	6	optimize	optimize	VERB
easat-3676	182	7	operations	operation	NOUN
easat-3676	182	8	and	and	CCONJ
easat-3676	182	9	enhance	enhance	VERB
easat-3676	182	10	customer	customer	NOUN
easat-3676	182	11	experiences	experience	NOUN
easat-3676	182	12	.	.	PUNCT
easat-3676	183	1	●	●	PUNCT
easat-3676	183	2	an	an	DET
easat-3676	183	3	account	account	NOUN
easat-3676	183	4	executive	executive	NOUN
easat-3676	183	5	from	from	ADP
easat-3676	183	6	retail	retail	NOUN
easat-3676	183	7	praised	praise	VERB
easat-3676	183	8	the	the	DET
easat-3676	183	9	framework	framework	NOUN
easat-3676	183	10	's	's	PART
easat-3676	183	11	emphasis	emphasis	NOUN
easat-3676	183	12	on	on	ADP
easat-3676	183	13	model	model	NOUN
easat-3676	183	14	optimization	optimization	NOUN
easat-3676	183	15	and	and	CCONJ
easat-3676	183	16	scaling	scale	VERB
easat-3676	183	17	successful	successful	ADJ
easat-3676	183	18	ai	ai	VERB
easat-3676	183	19	/	/	SYM
easat-3676	183	20	ml	ml	NOUN
easat-3676	183	21	applications	application	NOUN
easat-3676	183	22	.	.	PUNCT
easat-3676	184	1	they	they	PRON
easat-3676	184	2	recommended	recommend	VERB
easat-3676	184	3	including	include	VERB
easat-3676	184	4	sections	section	NOUN
easat-3676	184	5	on	on	ADP
easat-3676	184	6	change	change	NOUN
easat-3676	184	7	management	management	NOUN
easat-3676	184	8	and	and	CCONJ
easat-3676	184	9	employee	employee	NOUN
easat-3676	184	10	training	training	NOUN
easat-3676	184	11	to	to	PART
easat-3676	184	12	foster	foster	VERB
easat-3676	184	13	a	a	DET
easat-3676	184	14	data	data	NOUN
easat-3676	184	15	-	-	PUNCT
easat-3676	184	16	driven	drive	VERB
easat-3676	184	17	culture	culture	NOUN
easat-3676	184	18	.	.	PUNCT
easat-3676	185	1	●	●	PUNCT
easat-3676	185	2	a	a	DET
easat-3676	185	3	data	data	NOUN
easat-3676	185	4	scientist	scientist	NOUN
easat-3676	185	5	from	from	ADP
easat-3676	185	6	the	the	DET
easat-3676	185	7	green	green	ADJ
easat-3676	185	8	energy	energy	NOUN
easat-3676	185	9	sector	sector	NOUN
easat-3676	185	10	appreciated	appreciate	VERB
easat-3676	185	11	the	the	DET
easat-3676	185	12	framework	framework	NOUN
easat-3676	185	13	's	's	PART
easat-3676	185	14	data	data	NOUN
easat-3676	185	15	management	management	NOUN
easat-3676	185	16	practices	practice	NOUN
easat-3676	185	17	and	and	CCONJ
easat-3676	185	18	suggested	suggest	VERB
easat-3676	185	19	adding	add	VERB
easat-3676	185	20	a	a	DET
easat-3676	185	21	focus	focus	NOUN
easat-3676	185	22	on	on	ADP
easat-3676	185	23	the	the	DET
easat-3676	185	24	ethical	ethical	ADJ
easat-3676	185	25	and	and	CCONJ
easat-3676	185	26	environmental	environmental	ADJ
easat-3676	185	27	implications	implication	NOUN
easat-3676	185	28	of	of	ADP
easat-3676	185	29	ai	ai	NOUN
easat-3676	185	30	/	/	SYM
easat-3676	185	31	ml	ml	NOUN
easat-3676	185	32	technologies	technology	NOUN
easat-3676	185	33	.	.	PUNCT
easat-3676	186	1	the	the	DET
easat-3676	186	2	expert	expert	ADJ
easat-3676	186	3	feedback	feedback	NOUN
easat-3676	186	4	indicates	indicate	VERB
easat-3676	186	5	that	that	SCONJ
easat-3676	186	6	our	our	PRON
easat-3676	186	7	proposed	propose	VERB
easat-3676	186	8	automl	automl	NOUN
easat-3676	186	9	framework	framework	NOUN
easat-3676	186	10	is	be	AUX
easat-3676	186	11	well	well	ADV
easat-3676	186	12	-	-	PUNCT
easat-3676	186	13	received	receive	VERB
easat-3676	186	14	and	and	CCONJ
easat-3676	186	15	provides	provide	VERB
easat-3676	186	16	a	a	DET
easat-3676	186	17	solid	solid	ADJ
easat-3676	186	18	foundation	foundation	NOUN
easat-3676	186	19	for	for	SCONJ
easat-3676	186	20	smes	sme	NOUN
easat-3676	186	21	to	to	PART
easat-3676	186	22	adopt	adopt	VERB
easat-3676	186	23	ai	ai	VERB
easat-3676	186	24	/	/	SYM
easat-3676	186	25	ml	ml	NOUN
easat-3676	186	26	technologies	technology	NOUN
easat-3676	186	27	effectively	effectively	ADV
easat-3676	186	28	.	.	PUNCT
easat-3676	187	1	while	while	SCONJ
easat-3676	187	2	suggestions	suggestion	NOUN
easat-3676	187	3	for	for	ADP
easat-3676	187	4	improvement	improvement	NOUN
easat-3676	187	5	have	have	AUX
easat-3676	187	6	emerged	emerge	VERB
easat-3676	187	7	,	,	PUNCT
easat-3676	187	8	such	such	ADJ
easat-3676	187	9	as	as	ADP
easat-3676	187	10	incorporating	incorporate	VERB
easat-3676	187	11	industry	industry	NOUN
easat-3676	187	12	-	-	PUNCT
easat-3676	187	13	specific	specific	ADJ
easat-3676	187	14	examples	example	NOUN
easat-3676	187	15	and	and	CCONJ
easat-3676	187	16	addressing	address	VERB
easat-3676	187	17	ethical	ethical	ADJ
easat-3676	187	18	considerations	consideration	NOUN
easat-3676	187	19	,	,	PUNCT
easat-3676	187	20	these	these	PRON
easat-3676	187	21	can	can	AUX
easat-3676	187	22	be	be	AUX
easat-3676	187	23	viewed	view	VERB
easat-3676	187	24	as	as	ADP
easat-3676	187	25	enhancements	enhancement	NOUN
easat-3676	187	26	rather	rather	ADV
easat-3676	187	27	than	than	ADP
easat-3676	187	28	fundamental	fundamental	ADJ
easat-3676	187	29	changes	change	NOUN
easat-3676	187	30	to	to	ADP
easat-3676	187	31	the	the	DET
easat-3676	187	32	framework	framework	NOUN
easat-3676	187	33	.	.	PUNCT
easat-3676	188	1	considering	consider	VERB
easat-3676	188	2	this	this	DET
easat-3676	188	3	feedback	feedback	NOUN
easat-3676	188	4	,	,	PUNCT
easat-3676	188	5	we	we	PRON
easat-3676	188	6	recognize	recognize	VERB
easat-3676	188	7	the	the	DET
easat-3676	188	8	importance	importance	NOUN
easat-3676	188	9	of	of	ADP
easat-3676	188	10	balancing	balance	VERB
easat-3676	188	11	the	the	DET
easat-3676	188	12	core	core	NOUN
easat-3676	188	13	structure	structure	NOUN
easat-3676	188	14	and	and	CCONJ
easat-3676	188	15	simplicity	simplicity	NOUN
easat-3676	188	16	of	of	ADP
easat-3676	188	17	the	the	DET
easat-3676	188	18	framework	framework	NOUN
easat-3676	188	19	while	while	SCONJ
easat-3676	188	20	integrating	integrate	VERB
easat-3676	188	21	new	new	ADJ
easat-3676	188	22	insights	insight	NOUN
easat-3676	188	23	.	.	PUNCT
easat-3676	189	1	regular	regular	ADJ
easat-3676	189	2	evaluation	evaluation	NOUN
easat-3676	189	3	and	and	CCONJ
easat-3676	189	4	adaptation	adaptation	NOUN
easat-3676	189	5	of	of	ADP
easat-3676	189	6	the	the	DET
easat-3676	189	7	automl	automl	NOUN
easat-3676	189	8	framework	framework	NOUN
easat-3676	189	9	will	will	AUX
easat-3676	189	10	be	be	AUX
easat-3676	189	11	essential	essential	ADJ
easat-3676	189	12	to	to	PART
easat-3676	189	13	ensure	ensure	VERB
easat-3676	189	14	its	its	PRON
easat-3676	189	15	effectiveness	effectiveness	NOUN
easat-3676	189	16	in	in	ADP
easat-3676	189	17	guiding	guide	VERB
easat-3676	189	18	smes	sme	NOUN
easat-3676	189	19	through	through	ADP
easat-3676	189	20	the	the	DET
easat-3676	189	21	adoption	adoption	NOUN
easat-3676	189	22	process	process	NOUN
easat-3676	189	23	.	.	PUNCT
easat-3676	190	1	5	5	X
easat-3676	190	2	.	.	X
easat-3676	190	3	discussion	discussion	NOUN
easat-3676	190	4	the	the	DET
easat-3676	190	5	development	development	NOUN
easat-3676	190	6	and	and	CCONJ
easat-3676	190	7	validation	validation	NOUN
easat-3676	190	8	of	of	ADP
easat-3676	190	9	the	the	DET
easat-3676	190	10	automl	automl	NOUN
easat-3676	190	11	framework	framework	NOUN
easat-3676	190	12	provides	provide	VERB
easat-3676	190	13	a	a	DET
easat-3676	190	14	substantial	substantial	ADJ
easat-3676	190	15	contribution	contribution	NOUN
easat-3676	190	16	to	to	ADP
easat-3676	190	17	the	the	DET
easat-3676	190	18	understanding	understanding	NOUN
easat-3676	190	19	of	of	ADP
easat-3676	190	20	how	how	SCONJ
easat-3676	190	21	small	small	ADJ
easat-3676	190	22	and	and	CCONJ
easat-3676	190	23	medium	medium	ADJ
easat-3676	190	24	-	-	PUNCT
easat-3676	190	25	sized	sized	ADJ
easat-3676	190	26	enterprises	enterprise	NOUN
easat-3676	190	27	(	(	PUNCT
easat-3676	190	28	smes	sme	NOUN
easat-3676	190	29	)	)	PUNCT
easat-3676	190	30	can	can	AUX
easat-3676	190	31	effectively	effectively	ADV
easat-3676	190	32	adopt	adopt	VERB
easat-3676	190	33	ai	ai	VERB
easat-3676	190	34	/	/	SYM
easat-3676	190	35	ml	ml	NOUN
easat-3676	190	36	technologies	technology	NOUN
easat-3676	190	37	.	.	PUNCT
easat-3676	191	1	our	our	PRON
easat-3676	191	2	findings	finding	NOUN
easat-3676	191	3	,	,	PUNCT
easat-3676	191	4	validated	validate	VERB
easat-3676	191	5	through	through	ADP
easat-3676	191	6	expert	expert	NOUN
easat-3676	191	7	interviews	interview	NOUN
easat-3676	191	8	,	,	PUNCT
easat-3676	191	9	highlight	highlight	VERB
easat-3676	191	10	the	the	DET
easat-3676	191	11	framework	framework	NOUN
easat-3676	191	12	’s	’s	PART
easat-3676	191	13	alignment	alignment	NOUN
easat-3676	191	14	with	with	ADP
easat-3676	191	15	smes	sme	NOUN
easat-3676	191	16	’	'	PUNCT
easat-3676	191	17	needs	need	NOUN
easat-3676	191	18	while	while	SCONJ
easat-3676	191	19	addressing	address	VERB
easat-3676	191	20	their	their	PRON
easat-3676	191	21	unique	unique	ADJ
easat-3676	191	22	challenges	challenge	NOUN
easat-3676	191	23	.	.	PUNCT
easat-3676	192	1	experts	expert	NOUN
easat-3676	192	2	emphasized	emphasize	VERB
easat-3676	192	3	the	the	DET
easat-3676	192	4	importance	importance	NOUN
easat-3676	192	5	of	of	ADP
easat-3676	192	6	prioritizing	prioritize	VERB
easat-3676	192	7	use	use	NOUN
easat-3676	192	8	cases	case	NOUN
easat-3676	192	9	that	that	PRON
easat-3676	192	10	align	align	VERB
easat-3676	192	11	with	with	ADP
easat-3676	192	12	business	business	NOUN
easat-3676	192	13	objectives	objective	NOUN
easat-3676	192	14	,	,	PUNCT
easat-3676	192	15	reinforcing	reinforce	VERB
easat-3676	192	16	the	the	DET
easat-3676	192	17	framework	framework	NOUN
easat-3676	192	18	's	's	PART
easat-3676	192	19	practical	practical	ADJ
easat-3676	192	20	relevance	relevance	NOUN
easat-3676	192	21	.	.	PUNCT
easat-3676	193	1	the	the	DET
easat-3676	193	2	positive	positive	ADJ
easat-3676	193	3	reception	reception	NOUN
easat-3676	193	4	from	from	ADP
easat-3676	193	5	industry	industry	NOUN
easat-3676	193	6	professionals	professional	NOUN
easat-3676	193	7	,	,	PUNCT
easat-3676	193	8	particularly	particularly	ADV
easat-3676	193	9	the	the	DET
easat-3676	193	10	chief	chief	ADJ
easat-3676	193	11	operating	operate	VERB
easat-3676	193	12	officer	officer	NOUN
easat-3676	193	13	in	in	ADP
easat-3676	193	14	the	the	DET
easat-3676	193	15	hospitality	hospitality	NOUN
easat-3676	193	16	sector	sector	NOUN
easat-3676	193	17	and	and	CCONJ
easat-3676	193	18	the	the	DET
easat-3676	193	19	account	account	NOUN
easat-3676	193	20	executive	executive	NOUN
easat-3676	193	21	in	in	ADP
easat-3676	193	22	retail	retail	NOUN
easat-3676	193	23	,	,	PUNCT
easat-3676	193	24	underscores	underscore	VERB
easat-3676	193	25	the	the	DET
easat-3676	193	26	framework	framework	NOUN
easat-3676	193	27	's	's	PART
easat-3676	193	28	utility	utility	NOUN
easat-3676	193	29	in	in	ADP
easat-3676	193	30	optimizing	optimize	VERB
easat-3676	193	31	operations	operation	NOUN
easat-3676	193	32	and	and	CCONJ
easat-3676	193	33	enhancing	enhance	VERB
easat-3676	193	34	decision	decision	NOUN
easat-3676	193	35	-	-	PUNCT
easat-3676	193	36	making	make	VERB
easat-3676	193	37	processes	process	NOUN
easat-3676	193	38	.	.	PUNCT
easat-3676	194	1	in	in	ADP
easat-3676	194	2	comparing	compare	VERB
easat-3676	194	3	our	our	PRON
easat-3676	194	4	results	result	NOUN
easat-3676	194	5	with	with	ADP
easat-3676	194	6	existing	exist	VERB
easat-3676	194	7	literature	literature	NOUN
easat-3676	194	8	,	,	PUNCT
easat-3676	194	9	it	it	PRON
easat-3676	194	10	is	be	AUX
easat-3676	194	11	evident	evident	ADJ
easat-3676	194	12	that	that	SCONJ
easat-3676	194	13	our	our	PRON
easat-3676	194	14	framework	framework	NOUN
easat-3676	194	15	aligns	align	VERB
easat-3676	194	16	with	with	ADP
easat-3676	194	17	broader	broad	ADJ
easat-3676	194	18	trends	trend	NOUN
easat-3676	194	19	in	in	ADP
easat-3676	194	20	ai	ai	NOUN
easat-3676	194	21	/	/	SYM
easat-3676	194	22	ml	ml	NOUN
easat-3676	194	23	adoption	adoption	NOUN
easat-3676	194	24	among	among	ADP
easat-3676	194	25	smes	sme	NOUN
easat-3676	194	26	.	.	PUNCT
easat-3676	195	1	previous	previous	ADJ
easat-3676	195	2	studies	study	NOUN
easat-3676	195	3	have	have	AUX
easat-3676	195	4	indicated	indicate	VERB
easat-3676	195	5	that	that	SCONJ
easat-3676	195	6	smes	sme	NOUN
easat-3676	195	7	face	face	VERB
easat-3676	195	8	significant	significant	ADJ
easat-3676	195	9	barriers	barrier	NOUN
easat-3676	195	10	,	,	PUNCT
easat-3676	195	11	such	such	ADJ
easat-3676	195	12	as	as	ADP
easat-3676	195	13	limited	limited	ADJ
easat-3676	195	14	access	access	NOUN
easat-3676	195	15	to	to	ADP
easat-3676	195	16	data	data	NOUN
easat-3676	195	17	science	science	NOUN
easat-3676	195	18	expertise	expertise	NOUN
easat-3676	195	19	,	,	PUNCT
easat-3676	195	20	resource	resource	NOUN
easat-3676	195	21	constraints	constraint	NOUN
easat-3676	195	22	,	,	PUNCT
easat-3676	195	23	and	and	CCONJ
easat-3676	195	24	data	datum	NOUN
easat-3676	195	25	privacy	privacy	NOUN
easat-3676	195	26	concerns	concern	NOUN
easat-3676	195	27	.	.	PUNCT
easat-3676	196	1	our	our	PRON
easat-3676	196	2	framework	framework	NOUN
easat-3676	196	3	directly	directly	ADV
easat-3676	196	4	addresses	address	VERB
easat-3676	196	5	these	these	DET
easat-3676	196	6	issues	issue	NOUN
easat-3676	196	7	by	by	ADP
easat-3676	196	8	providing	provide	VERB
easat-3676	196	9	a	a	DET
easat-3676	196	10	structured	structured	ADJ
easat-3676	196	11	approach	approach	NOUN
easat-3676	196	12	that	that	PRON
easat-3676	196	13	democratizes	democratize	VERB
easat-3676	196	14	access	access	NOUN
easat-3676	196	15	to	to	ADP
easat-3676	196	16	ai	ai	VERB
easat-3676	196	17	/	/	SYM
easat-3676	196	18	ml	ml	NOUN
easat-3676	196	19	capabilities	capability	NOUN
easat-3676	196	20	,	,	PUNCT
easat-3676	196	21	enabling	enable	VERB
easat-3676	196	22	non	non	ADJ
easat-3676	196	23	-	-	ADJ
easat-3676	196	24	technical	technical	ADJ
easat-3676	196	25	users	user	NOUN
easat-3676	196	26	to	to	PART
easat-3676	196	27	engage	engage	VERB
easat-3676	196	28	in	in	ADP
easat-3676	196	29	the	the	DET
easat-3676	196	30	model	model	NOUN
easat-3676	196	31	development	development	NOUN
easat-3676	196	32	process	process	NOUN
easat-3676	196	33	.	.	PUNCT
easat-3676	197	1	the	the	DET
easat-3676	197	2	focus	focus	NOUN
easat-3676	197	3	on	on	ADP
easat-3676	197	4	collaboration	collaboration	NOUN
easat-3676	197	5	among	among	ADP
easat-3676	197	6	stakeholders	stakeholder	NOUN
easat-3676	197	7	,	,	PUNCT
easat-3676	197	8	including	include	VERB
easat-3676	197	9	executives	executive	NOUN
easat-3676	197	10	,	,	PUNCT
easat-3676	197	11	data	datum	NOUN
easat-3676	197	12	scientists	scientist	NOUN
easat-3676	197	13	,	,	PUNCT
easat-3676	197	14	and	and	CCONJ
easat-3676	197	15	domain	domain	NOUN
easat-3676	197	16	experts	expert	NOUN
easat-3676	197	17	,	,	PUNCT
easat-3676	197	18	reflects	reflect	VERB
easat-3676	197	19	best	good	ADJ
easat-3676	197	20	practices	practice	NOUN
easat-3676	197	21	identified	identify	VERB
easat-3676	197	22	in	in	ADP
easat-3676	197	23	the	the	DET
easat-3676	197	24	literature	literature	NOUN
easat-3676	197	25	,	,	PUNCT
easat-3676	197	26	emphasizing	emphasize	VERB
easat-3676	197	27	the	the	DET
easat-3676	197	28	need	need	NOUN
easat-3676	197	29	for	for	ADP
easat-3676	197	30	a	a	DET
easat-3676	197	31	multi	multi	ADJ
easat-3676	197	32	-	-	ADJ
easat-3676	197	33	disciplinary	disciplinary	ADJ
easat-3676	197	34	approach	approach	NOUN
easat-3676	197	35	to	to	PART
easat-3676	197	36	ai	ai	VERB
easat-3676	197	37	/	/	SYM
easat-3676	197	38	ml	ml	NOUN
easat-3676	197	39	integration	integration	NOUN
easat-3676	197	40	.	.	PUNCT
easat-3676	198	1	furthermore	furthermore	ADV
easat-3676	198	2	,	,	PUNCT
easat-3676	198	3	the	the	DET
easat-3676	198	4	iterative	iterative	NOUN
easat-3676	198	5	process	process	NOUN
easat-3676	198	6	of	of	ADP
easat-3676	198	7	framework	framework	NOUN
easat-3676	198	8	validation	validation	NOUN
easat-3676	198	9	through	through	ADP
easat-3676	198	10	expert	expert	NOUN
easat-3676	198	11	feedback	feedback	NOUN
easat-3676	198	12	demonstrates	demonstrate	VERB
easat-3676	198	13	a	a	DET
easat-3676	198	14	commitment	commitment	NOUN
easat-3676	198	15	to	to	ADP
easat-3676	198	16	grounding	ground	VERB
easat-3676	198	17	theoretical	theoretical	ADJ
easat-3676	198	18	constructs	construct	NOUN
easat-3676	198	19	in	in	ADP
easat-3676	198	20	practical	practical	ADJ
easat-3676	198	21	realities	reality	NOUN
easat-3676	198	22	.	.	PUNCT
easat-3676	199	1	while	while	SCONJ
easat-3676	199	2	our	our	PRON
easat-3676	199	3	framework	framework	NOUN
easat-3676	199	4	provides	provide	VERB
easat-3676	199	5	a	a	DET
easat-3676	199	6	7683	7683	NUM
easat-3676	199	7	edelweiss	edelweiss	PROPN
easat-3676	199	8	applied	apply	VERB
easat-3676	199	9	science	science	NOUN
easat-3676	199	10	and	and	CCONJ
easat-3676	199	11	technology	technology	NOUN
easat-3676	199	12	issn	issn	PROPN
easat-3676	199	13	:	:	PUNCT
easat-3676	199	14	2576	2576	NUM
easat-3676	199	15	-	-	SYM
easat-3676	199	16	8484	8484	NUM
easat-3676	199	17	vol	vol	NOUN
easat-3676	199	18	.	.	PROPN
easat-3676	199	19	8	8	NUM
easat-3676	199	20	,	,	PUNCT
easat-3676	199	21	no	no	INTJ
easat-3676	199	22	.	.	NOUN
easat-3676	199	23	6	6	NUM
easat-3676	199	24	:	:	SYM
easat-3676	199	25	7675	7675	NUM
easat-3676	199	26	-	-	SYM
easat-3676	199	27	7685	7685	NUM
easat-3676	199	28	,	,	PUNCT
easat-3676	199	29	2024	2024	NUM
easat-3676	199	30	doi	doi	NOUN
easat-3676	199	31	:	:	PUNCT
easat-3676	199	32	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	199	33	©	©	ADP
easat-3676	199	34	2024	2024	NUM
easat-3676	199	35	by	by	ADP
easat-3676	199	36	the	the	DET
easat-3676	199	37	authors	author	NOUN
easat-3676	199	38	;	;	PUNCT
easat-3676	199	39	licensee	licensee	PROPN
easat-3676	199	40	learning	learn	VERB
easat-3676	199	41	gate	gate	PROPN
easat-3676	199	42	robust	robust	ADJ
easat-3676	199	43	foundation	foundation	NOUN
easat-3676	199	44	for	for	ADP
easat-3676	199	45	ai	ai	VERB
easat-3676	199	46	/	/	SYM
easat-3676	199	47	ml	ml	NOUN
easat-3676	199	48	adoption	adoption	NOUN
easat-3676	199	49	,	,	PUNCT
easat-3676	199	50	the	the	DET
easat-3676	199	51	feedback	feedback	NOUN
easat-3676	199	52	highlighted	highlight	VERB
easat-3676	199	53	opportunities	opportunity	NOUN
easat-3676	199	54	for	for	ADP
easat-3676	199	55	improvement	improvement	NOUN
easat-3676	199	56	,	,	PUNCT
easat-3676	199	57	such	such	ADJ
easat-3676	199	58	as	as	ADP
easat-3676	199	59	the	the	DET
easat-3676	199	60	inclusion	inclusion	NOUN
easat-3676	199	61	of	of	ADP
easat-3676	199	62	industry	industry	NOUN
easat-3676	199	63	-	-	PUNCT
easat-3676	199	64	specific	specific	ADJ
easat-3676	199	65	examples	example	NOUN
easat-3676	199	66	and	and	CCONJ
easat-3676	199	67	ethical	ethical	ADJ
easat-3676	199	68	considerations	consideration	NOUN
easat-3676	199	69	.	.	PUNCT
easat-3676	200	1	these	these	DET
easat-3676	200	2	suggestions	suggestion	NOUN
easat-3676	200	3	are	be	AUX
easat-3676	200	4	critical	critical	ADJ
easat-3676	200	5	for	for	ADP
easat-3676	200	6	enhancing	enhance	VERB
easat-3676	200	7	the	the	DET
easat-3676	200	8	framework	framework	NOUN
easat-3676	200	9	's	's	PART
easat-3676	200	10	applicability	applicability	NOUN
easat-3676	200	11	across	across	ADP
easat-3676	200	12	diverse	diverse	ADJ
easat-3676	200	13	sectors	sector	NOUN
easat-3676	200	14	,	,	PUNCT
easat-3676	200	15	ensuring	ensure	VERB
easat-3676	200	16	that	that	SCONJ
easat-3676	200	17	it	it	PRON
easat-3676	200	18	not	not	PART
easat-3676	200	19	only	only	ADV
easat-3676	200	20	remains	remain	VERB
easat-3676	200	21	relevant	relevant	ADJ
easat-3676	200	22	but	but	CCONJ
easat-3676	200	23	also	also	ADV
easat-3676	200	24	addresses	address	VERB
easat-3676	200	25	the	the	DET
easat-3676	200	26	specific	specific	ADJ
easat-3676	200	27	nuances	nuance	NOUN
easat-3676	200	28	of	of	ADP
easat-3676	200	29	each	each	DET
easat-3676	200	30	industry	industry	NOUN
easat-3676	200	31	.	.	PUNCT
easat-3676	201	1	as	as	SCONJ
easat-3676	201	2	we	we	PRON
easat-3676	201	3	consider	consider	VERB
easat-3676	201	4	the	the	DET
easat-3676	201	5	implications	implication	NOUN
easat-3676	201	6	of	of	ADP
easat-3676	201	7	our	our	PRON
easat-3676	201	8	findings	finding	NOUN
easat-3676	201	9	,	,	PUNCT
easat-3676	201	10	it	it	PRON
easat-3676	201	11	becomes	become	VERB
easat-3676	201	12	apparent	apparent	ADJ
easat-3676	201	13	that	that	SCONJ
easat-3676	201	14	the	the	DET
easat-3676	201	15	successful	successful	ADJ
easat-3676	201	16	integration	integration	NOUN
easat-3676	201	17	of	of	ADP
easat-3676	201	18	automl	automl	PROPN
easat-3676	201	19	technologies	technology	NOUN
easat-3676	201	20	within	within	ADP
easat-3676	201	21	smes	sme	NOUN
easat-3676	201	22	can	can	AUX
easat-3676	201	23	catalyze	catalyze	VERB
easat-3676	201	24	innovation	innovation	NOUN
easat-3676	201	25	,	,	PUNCT
easat-3676	201	26	improve	improve	VERB
easat-3676	201	27	efficiency	efficiency	NOUN
easat-3676	201	28	,	,	PUNCT
easat-3676	201	29	and	and	CCONJ
easat-3676	201	30	foster	foster	VERB
easat-3676	201	31	a	a	DET
easat-3676	201	32	datadriven	datadriven	ADJ
easat-3676	201	33	culture	culture	NOUN
easat-3676	201	34	.	.	PUNCT
easat-3676	202	1	however	however	ADV
easat-3676	202	2	,	,	PUNCT
easat-3676	202	3	the	the	DET
easat-3676	202	4	path	path	NOUN
easat-3676	202	5	to	to	ADP
easat-3676	202	6	adoption	adoption	NOUN
easat-3676	202	7	is	be	AUX
easat-3676	202	8	not	not	PART
easat-3676	202	9	without	without	ADP
easat-3676	202	10	challenges	challenge	NOUN
easat-3676	202	11	.	.	PUNCT
easat-3676	203	1	continued	continue	VERB
easat-3676	203	2	collaboration	collaboration	NOUN
easat-3676	203	3	between	between	ADP
easat-3676	203	4	researchers	researcher	NOUN
easat-3676	203	5	and	and	CCONJ
easat-3676	203	6	industry	industry	NOUN
easat-3676	203	7	practitioners	practitioner	NOUN
easat-3676	203	8	will	will	AUX
easat-3676	203	9	be	be	AUX
easat-3676	203	10	essential	essential	ADJ
easat-3676	203	11	to	to	PART
easat-3676	203	12	refine	refine	VERB
easat-3676	203	13	the	the	DET
easat-3676	203	14	framework	framework	NOUN
easat-3676	203	15	and	and	CCONJ
easat-3676	203	16	adapt	adapt	VERB
easat-3676	203	17	it	it	PRON
easat-3676	203	18	to	to	ADP
easat-3676	203	19	the	the	DET
easat-3676	203	20	evolving	evolve	VERB
easat-3676	203	21	ai	ai	NOUN
easat-3676	203	22	/	/	SYM
easat-3676	203	23	ml	ml	NOUN
easat-3676	203	24	landscape	landscape	NOUN
easat-3676	203	25	.	.	PUNCT
easat-3676	204	1	engaging	engage	VERB
easat-3676	204	2	with	with	ADP
easat-3676	204	3	a	a	DET
easat-3676	204	4	broader	broad	ADJ
easat-3676	204	5	array	array	NOUN
easat-3676	204	6	of	of	ADP
easat-3676	204	7	stakeholders	stakeholder	NOUN
easat-3676	204	8	will	will	AUX
easat-3676	204	9	also	also	ADV
easat-3676	204	10	facilitate	facilitate	VERB
easat-3676	204	11	a	a	DET
easat-3676	204	12	more	more	ADV
easat-3676	204	13	comprehensive	comprehensive	ADJ
easat-3676	204	14	understanding	understanding	NOUN
easat-3676	204	15	of	of	ADP
easat-3676	204	16	the	the	DET
easat-3676	204	17	framework	framework	NOUN
easat-3676	204	18	's	's	PART
easat-3676	204	19	impact	impact	NOUN
easat-3676	204	20	across	across	ADP
easat-3676	204	21	different	different	ADJ
easat-3676	204	22	contexts	contexts	NOUN
easat-3676	204	23	.	.	PUNCT
easat-3676	205	1	5.1	5.1	NUM
easat-3676	205	2	.	.	PUNCT
easat-3676	205	3	conclusions	conclusion	NOUN
easat-3676	205	4	and	and	CCONJ
easat-3676	205	5	future	future	ADJ
easat-3676	205	6	work	work	NOUN
easat-3676	205	7	this	this	DET
easat-3676	205	8	research	research	NOUN
easat-3676	205	9	culminated	culminate	VERB
easat-3676	205	10	in	in	ADP
easat-3676	205	11	the	the	DET
easat-3676	205	12	development	development	NOUN
easat-3676	205	13	and	and	CCONJ
easat-3676	205	14	validation	validation	NOUN
easat-3676	205	15	of	of	ADP
easat-3676	205	16	the	the	DET
easat-3676	205	17	automl	automl	NOUN
easat-3676	205	18	framework	framework	NOUN
easat-3676	205	19	,	,	PUNCT
easat-3676	205	20	designed	design	VERB
easat-3676	205	21	as	as	ADP
easat-3676	205	22	a	a	DET
easat-3676	205	23	practical	practical	ADJ
easat-3676	205	24	guide	guide	NOUN
easat-3676	205	25	for	for	ADP
easat-3676	205	26	smes	sme	NOUN
easat-3676	205	27	seeking	seek	VERB
easat-3676	205	28	to	to	PART
easat-3676	205	29	adopt	adopt	VERB
easat-3676	205	30	ai	ai	VERB
easat-3676	205	31	/	/	SYM
easat-3676	205	32	ml	ml	NOUN
easat-3676	205	33	technologies	technology	NOUN
easat-3676	205	34	.	.	PUNCT
easat-3676	206	1	our	our	PRON
easat-3676	206	2	structured	structured	ADJ
easat-3676	206	3	approach	approach	NOUN
easat-3676	206	4	began	begin	VERB
easat-3676	206	5	with	with	ADP
easat-3676	206	6	identifying	identify	VERB
easat-3676	206	7	the	the	DET
easat-3676	206	8	specific	specific	ADJ
easat-3676	206	9	challenges	challenge	NOUN
easat-3676	206	10	smes	sme	NOUN
easat-3676	206	11	encounter	encounter	VERB
easat-3676	206	12	in	in	ADP
easat-3676	206	13	this	this	DET
easat-3676	206	14	domain	domain	NOUN
easat-3676	206	15	,	,	PUNCT
easat-3676	206	16	followed	follow	VERB
easat-3676	206	17	by	by	ADP
easat-3676	206	18	a	a	DET
easat-3676	206	19	comprehensive	comprehensive	ADJ
easat-3676	206	20	literature	literature	NOUN
easat-3676	206	21	review	review	NOUN
easat-3676	206	22	that	that	PRON
easat-3676	206	23	provided	provide	VERB
easat-3676	206	24	a	a	DET
easat-3676	206	25	solid	solid	ADJ
easat-3676	206	26	theoretical	theoretical	ADJ
easat-3676	206	27	foundation	foundation	NOUN
easat-3676	206	28	.	.	PUNCT
easat-3676	207	1	the	the	DET
easat-3676	207	2	resulting	result	VERB
easat-3676	207	3	framework	framework	NOUN
easat-3676	207	4	focuses	focus	VERB
easat-3676	207	5	on	on	ADP
easat-3676	207	6	aligning	align	VERB
easat-3676	207	7	ai	ai	NOUN
easat-3676	207	8	/	/	SYM
easat-3676	207	9	ml	ml	ADJ
easat-3676	207	10	initiatives	initiative	NOUN
easat-3676	207	11	with	with	ADP
easat-3676	207	12	business	business	NOUN
easat-3676	207	13	objectives	objective	NOUN
easat-3676	207	14	,	,	PUNCT
easat-3676	207	15	managing	manage	VERB
easat-3676	207	16	data	datum	NOUN
easat-3676	207	17	effectively	effectively	ADV
easat-3676	207	18	,	,	PUNCT
easat-3676	207	19	and	and	CCONJ
easat-3676	207	20	facilitating	facilitate	VERB
easat-3676	207	21	model	model	NOUN
easat-3676	207	22	development	development	NOUN
easat-3676	207	23	and	and	CCONJ
easat-3676	207	24	deployment	deployment	NOUN
easat-3676	207	25	.	.	PUNCT
easat-3676	208	1	the	the	DET
easat-3676	208	2	iterative	iterative	NOUN
easat-3676	208	3	validation	validation	NOUN
easat-3676	208	4	process	process	NOUN
easat-3676	208	5	through	through	ADP
easat-3676	208	6	expert	expert	ADJ
easat-3676	208	7	interviews	interview	NOUN
easat-3676	208	8	enriched	enrich	VERB
easat-3676	208	9	the	the	DET
easat-3676	208	10	framework	framework	NOUN
easat-3676	208	11	,	,	PUNCT
easat-3676	208	12	ensuring	ensure	VERB
easat-3676	208	13	its	its	PRON
easat-3676	208	14	continued	continue	VERB
easat-3676	208	15	relevance	relevance	NOUN
easat-3676	208	16	and	and	CCONJ
easat-3676	208	17	effectiveness	effectiveness	NOUN
easat-3676	208	18	for	for	ADP
easat-3676	208	19	smes	sme	NOUN
easat-3676	208	20	.	.	PUNCT
easat-3676	209	1	the	the	DET
easat-3676	209	2	feedback	feedback	NOUN
easat-3676	209	3	collected	collect	VERB
easat-3676	209	4	highlights	highlight	NOUN
easat-3676	209	5	areas	area	NOUN
easat-3676	209	6	for	for	ADP
easat-3676	209	7	improvement	improvement	NOUN
easat-3676	209	8	,	,	PUNCT
easat-3676	209	9	such	such	ADJ
easat-3676	209	10	as	as	ADP
easat-3676	209	11	the	the	DET
easat-3676	209	12	need	need	NOUN
easat-3676	209	13	for	for	ADP
easat-3676	209	14	industry	industry	NOUN
easat-3676	209	15	-	-	PUNCT
easat-3676	209	16	specific	specific	ADJ
easat-3676	209	17	examples	example	NOUN
easat-3676	209	18	and	and	CCONJ
easat-3676	209	19	ethical	ethical	ADJ
easat-3676	209	20	guidelines	guideline	NOUN
easat-3676	209	21	,	,	PUNCT
easat-3676	209	22	which	which	PRON
easat-3676	209	23	will	will	AUX
easat-3676	209	24	enhance	enhance	VERB
easat-3676	209	25	the	the	DET
easat-3676	209	26	framework	framework	NOUN
easat-3676	209	27	's	's	PART
easat-3676	209	28	applicability	applicability	NOUN
easat-3676	209	29	across	across	ADP
easat-3676	209	30	various	various	ADJ
easat-3676	209	31	sectors	sector	NOUN
easat-3676	209	32	.	.	PUNCT
easat-3676	210	1	our	our	PRON
easat-3676	210	2	research	research	NOUN
easat-3676	210	3	contributes	contribute	VERB
easat-3676	210	4	to	to	ADP
easat-3676	210	5	the	the	DET
easat-3676	210	6	growing	grow	VERB
easat-3676	210	7	body	body	NOUN
easat-3676	210	8	of	of	ADP
easat-3676	210	9	knowledge	knowledge	NOUN
easat-3676	210	10	on	on	ADP
easat-3676	210	11	ai	ai	NOUN
easat-3676	210	12	/	/	SYM
easat-3676	210	13	ml	ml	NOUN
easat-3676	210	14	adoption	adoption	NOUN
easat-3676	210	15	by	by	ADP
easat-3676	210	16	offering	offer	VERB
easat-3676	210	17	a	a	DET
easat-3676	210	18	tailored	tailor	VERB
easat-3676	210	19	solution	solution	NOUN
easat-3676	210	20	that	that	PRON
easat-3676	210	21	meets	meet	VERB
easat-3676	210	22	the	the	DET
easat-3676	210	23	unique	unique	ADJ
easat-3676	210	24	needs	need	NOUN
easat-3676	210	25	of	of	ADP
easat-3676	210	26	smes	sme	NOUN
easat-3676	210	27	.	.	PUNCT
easat-3676	211	1	5.2	5.2	NUM
easat-3676	211	2	.	.	PUNCT
easat-3676	212	1	research	research	NOUN
easat-3676	212	2	limitations	limitation	NOUN
easat-3676	212	3	while	while	SCONJ
easat-3676	212	4	our	our	PRON
easat-3676	212	5	study	study	NOUN
easat-3676	212	6	provides	provide	VERB
easat-3676	212	7	valuable	valuable	ADJ
easat-3676	212	8	insights	insight	NOUN
easat-3676	212	9	,	,	PUNCT
easat-3676	212	10	it	it	PRON
easat-3676	212	11	is	be	AUX
easat-3676	212	12	not	not	PART
easat-3676	212	13	without	without	ADP
easat-3676	212	14	limitations	limitation	NOUN
easat-3676	212	15	.	.	PUNCT
easat-3676	213	1	the	the	DET
easat-3676	213	2	validation	validation	NOUN
easat-3676	213	3	of	of	ADP
easat-3676	213	4	the	the	DET
easat-3676	213	5	automl	automl	NOUN
easat-3676	213	6	framework	framework	NOUN
easat-3676	213	7	relied	rely	VERB
easat-3676	213	8	on	on	ADP
easat-3676	213	9	interviews	interview	NOUN
easat-3676	213	10	with	with	ADP
easat-3676	213	11	a	a	DET
easat-3676	213	12	limited	limited	ADJ
easat-3676	213	13	sample	sample	NOUN
easat-3676	213	14	of	of	ADP
easat-3676	213	15	three	three	NUM
easat-3676	213	16	industry	industry	NOUN
easat-3676	213	17	experts	expert	NOUN
easat-3676	213	18	.	.	PUNCT
easat-3676	214	1	although	although	SCONJ
easat-3676	214	2	their	their	PRON
easat-3676	214	3	feedback	feedback	NOUN
easat-3676	214	4	was	be	AUX
easat-3676	214	5	instrumental	instrumental	ADJ
easat-3676	214	6	,	,	PUNCT
easat-3676	214	7	a	a	DET
easat-3676	214	8	larger	large	ADJ
easat-3676	214	9	sample	sample	NOUN
easat-3676	214	10	size	size	NOUN
easat-3676	214	11	would	would	AUX
easat-3676	214	12	yield	yield	VERB
easat-3676	214	13	a	a	DET
easat-3676	214	14	more	more	ADV
easat-3676	214	15	comprehensive	comprehensive	ADJ
easat-3676	214	16	view	view	NOUN
easat-3676	214	17	of	of	ADP
easat-3676	214	18	the	the	DET
easat-3676	214	19	framework	framework	NOUN
easat-3676	214	20	’s	’s	PART
easat-3676	214	21	effectiveness	effectiveness	NOUN
easat-3676	214	22	across	across	ADP
easat-3676	214	23	different	different	ADJ
easat-3676	214	24	industries	industry	NOUN
easat-3676	214	25	and	and	CCONJ
easat-3676	214	26	contexts	context	NOUN
easat-3676	214	27	.	.	PUNCT
easat-3676	215	1	additionally	additionally	ADV
easat-3676	215	2	,	,	PUNCT
easat-3676	215	3	while	while	SCONJ
easat-3676	215	4	the	the	DET
easat-3676	215	5	framework	framework	NOUN
easat-3676	215	6	aims	aim	VERB
easat-3676	215	7	to	to	PART
easat-3676	215	8	be	be	AUX
easat-3676	215	9	universally	universally	ADV
easat-3676	215	10	applicable	applicable	ADJ
easat-3676	215	11	,	,	PUNCT
easat-3676	215	12	it	it	PRON
easat-3676	215	13	may	may	AUX
easat-3676	215	14	not	not	PART
easat-3676	215	15	fully	fully	ADV
easat-3676	215	16	account	account	VERB
easat-3676	215	17	for	for	ADP
easat-3676	215	18	the	the	DET
easat-3676	215	19	specific	specific	ADJ
easat-3676	215	20	challenges	challenge	NOUN
easat-3676	215	21	and	and	CCONJ
easat-3676	215	22	opportunities	opportunity	NOUN
easat-3676	215	23	faced	face	VERB
easat-3676	215	24	by	by	ADP
easat-3676	215	25	certain	certain	ADJ
easat-3676	215	26	sectors	sector	NOUN
easat-3676	215	27	,	,	PUNCT
easat-3676	215	28	such	such	ADJ
easat-3676	215	29	as	as	ADP
easat-3676	215	30	healthcare	healthcare	NOUN
easat-3676	215	31	or	or	CCONJ
easat-3676	215	32	finance	finance	NOUN
easat-3676	215	33	.	.	PUNCT
easat-3676	216	1	future	future	ADJ
easat-3676	216	2	research	research	NOUN
easat-3676	216	3	should	should	AUX
easat-3676	216	4	explore	explore	VERB
easat-3676	216	5	industry	industry	NOUN
easat-3676	216	6	-	-	PUNCT
easat-3676	216	7	tailored	tailor	VERB
easat-3676	216	8	versions	version	NOUN
easat-3676	216	9	of	of	ADP
easat-3676	216	10	the	the	DET
easat-3676	216	11	framework	framework	NOUN
easat-3676	216	12	to	to	PART
easat-3676	216	13	enhance	enhance	VERB
easat-3676	216	14	its	its	PRON
easat-3676	216	15	applicability	applicability	NOUN
easat-3676	216	16	.	.	PUNCT
easat-3676	217	1	moreover	moreover	ADV
easat-3676	217	2	,	,	PUNCT
easat-3676	217	3	while	while	SCONJ
easat-3676	217	4	expert	expert	ADJ
easat-3676	217	5	interviews	interview	NOUN
easat-3676	217	6	facilitated	facilitate	VERB
easat-3676	217	7	theoretical	theoretical	ADJ
easat-3676	217	8	validation	validation	NOUN
easat-3676	217	9	,	,	PUNCT
easat-3676	217	10	practical	practical	ADJ
easat-3676	217	11	implementation	implementation	NOUN
easat-3676	217	12	and	and	CCONJ
easat-3676	217	13	testing	testing	NOUN
easat-3676	217	14	in	in	ADP
easat-3676	217	15	real	real	ADJ
easat-3676	217	16	-	-	PUNCT
easat-3676	217	17	life	life	NOUN
easat-3676	217	18	situations	situation	NOUN
easat-3676	217	19	remain	remain	VERB
easat-3676	217	20	essential	essential	ADJ
easat-3676	217	21	for	for	ADP
easat-3676	217	22	assessing	assess	VERB
easat-3676	217	23	the	the	DET
easat-3676	217	24	framework	framework	NOUN
easat-3676	217	25	's	's	PART
easat-3676	217	26	effectiveness	effectiveness	NOUN
easat-3676	217	27	.	.	PUNCT
easat-3676	218	1	time	time	NOUN
easat-3676	218	2	constraints	constraint	NOUN
easat-3676	218	3	also	also	ADV
easat-3676	218	4	limited	limit	VERB
easat-3676	218	5	our	our	PRON
easat-3676	218	6	ability	ability	NOUN
easat-3676	218	7	to	to	PART
easat-3676	218	8	conduct	conduct	VERB
easat-3676	218	9	further	further	ADJ
easat-3676	218	10	communication	communication	NOUN
easat-3676	218	11	stages	stage	NOUN
easat-3676	218	12	,	,	PUNCT
easat-3676	218	13	which	which	PRON
easat-3676	218	14	could	could	AUX
easat-3676	218	15	gather	gather	VERB
easat-3676	218	16	additional	additional	ADJ
easat-3676	218	17	feedback	feedback	NOUN
easat-3676	218	18	from	from	ADP
easat-3676	218	19	a	a	DET
easat-3676	218	20	broader	broad	ADJ
easat-3676	218	21	range	range	NOUN
easat-3676	218	22	of	of	ADP
easat-3676	218	23	stakeholders	stakeholder	NOUN
easat-3676	218	24	.	.	PUNCT
easat-3676	219	1	addressing	address	VERB
easat-3676	219	2	these	these	DET
easat-3676	219	3	limitations	limitation	NOUN
easat-3676	219	4	in	in	ADP
easat-3676	219	5	future	future	ADJ
easat-3676	219	6	research	research	NOUN
easat-3676	219	7	will	will	AUX
easat-3676	219	8	enhance	enhance	VERB
easat-3676	219	9	the	the	DET
easat-3676	219	10	framework	framework	NOUN
easat-3676	219	11	and	and	CCONJ
easat-3676	219	12	contribute	contribute	VERB
easat-3676	219	13	to	to	ADP
easat-3676	219	14	understanding	understanding	NOUN
easat-3676	219	15	ai	ai	NOUN
easat-3676	219	16	/	/	SYM
easat-3676	219	17	ml	ml	NOUN
easat-3676	219	18	adoption	adoption	NOUN
easat-3676	219	19	in	in	ADP
easat-3676	219	20	smes	sme	NOUN
easat-3676	219	21	.	.	PUNCT
easat-3676	220	1	5.3	5.3	NUM
easat-3676	220	2	.	.	PUNCT
easat-3676	221	1	future	future	ADJ
easat-3676	221	2	work	work	NOUN
easat-3676	221	3	future	future	ADJ
easat-3676	221	4	studies	study	NOUN
easat-3676	221	5	can	can	AUX
easat-3676	221	6	further	far	ADV
easat-3676	221	7	refine	refine	VERB
easat-3676	221	8	the	the	DET
easat-3676	221	9	automl	automl	NOUN
easat-3676	221	10	framework	framework	NOUN
easat-3676	221	11	by	by	ADP
easat-3676	221	12	exploring	explore	VERB
easat-3676	221	13	emerging	emerge	VERB
easat-3676	221	14	trends	trend	NOUN
easat-3676	221	15	,	,	PUNCT
easat-3676	221	16	challenges	challenge	NOUN
easat-3676	221	17	,	,	PUNCT
easat-3676	221	18	and	and	CCONJ
easat-3676	221	19	innovations	innovation	NOUN
easat-3676	221	20	within	within	ADP
easat-3676	221	21	the	the	DET
easat-3676	221	22	ai	ai	NOUN
easat-3676	221	23	/	/	SYM
easat-3676	221	24	ml	ml	NOUN
easat-3676	221	25	landscape	landscape	NOUN
easat-3676	221	26	.	.	PUNCT
easat-3676	222	1	key	key	ADJ
easat-3676	222	2	areas	area	NOUN
easat-3676	222	3	for	for	ADP
easat-3676	222	4	future	future	ADJ
easat-3676	222	5	research	research	NOUN
easat-3676	222	6	include	include	VERB
easat-3676	222	7	:	:	PUNCT
easat-3676	222	8	●	●	PUNCT
easat-3676	222	9	investigating	investigate	VERB
easat-3676	222	10	strategies	strategy	NOUN
easat-3676	222	11	for	for	ADP
easat-3676	222	12	reducing	reduce	VERB
easat-3676	222	13	costs	cost	NOUN
easat-3676	222	14	and	and	CCONJ
easat-3676	222	15	mitigating	mitigate	VERB
easat-3676	222	16	potential	potential	ADJ
easat-3676	222	17	risks	risk	NOUN
easat-3676	222	18	associated	associate	VERB
easat-3676	222	19	with	with	ADP
easat-3676	222	20	ai	ai	NOUN
easat-3676	222	21	/	/	SYM
easat-3676	222	22	ml	ml	NOUN
easat-3676	222	23	adoption	adoption	NOUN
easat-3676	222	24	in	in	ADP
easat-3676	222	25	smes	sme	NOUN
easat-3676	222	26	.	.	PUNCT
easat-3676	223	1	●	●	PUNCT
easat-3676	223	2	examining	examine	VERB
easat-3676	223	3	the	the	DET
easat-3676	223	4	role	role	NOUN
easat-3676	223	5	of	of	ADP
easat-3676	223	6	policymakers	policymaker	NOUN
easat-3676	223	7	and	and	CCONJ
easat-3676	223	8	regulatory	regulatory	ADJ
easat-3676	223	9	authorities	authority	NOUN
easat-3676	223	10	in	in	ADP
easat-3676	223	11	promoting	promote	VERB
easat-3676	223	12	responsible	responsible	ADJ
easat-3676	223	13	ai	ai	NOUN
easat-3676	223	14	/	/	SYM
easat-3676	223	15	ml	ml	NOUN
easat-3676	223	16	adoption	adoption	NOUN
easat-3676	223	17	among	among	ADP
easat-3676	223	18	smes	sme	NOUN
easat-3676	223	19	.	.	PUNCT
easat-3676	224	1	●	●	PUNCT
easat-3676	224	2	evaluating	evaluate	VERB
easat-3676	224	3	how	how	SCONJ
easat-3676	224	4	ai	ai	VERB
easat-3676	224	5	/	/	SYM
easat-3676	224	6	ml	ml	NOUN
easat-3676	224	7	technologies	technology	NOUN
easat-3676	224	8	can	can	AUX
easat-3676	224	9	foster	foster	VERB
easat-3676	224	10	sustainability	sustainability	NOUN
easat-3676	224	11	and	and	CCONJ
easat-3676	224	12	address	address	VERB
easat-3676	224	13	environmental	environmental	ADJ
easat-3676	224	14	challenges	challenge	NOUN
easat-3676	224	15	across	across	ADP
easat-3676	224	16	various	various	ADJ
easat-3676	224	17	industries	industry	NOUN
easat-3676	224	18	.	.	PUNCT
easat-3676	225	1	●	●	PUNCT
easat-3676	225	2	developing	develop	VERB
easat-3676	225	3	industry	industry	NOUN
easat-3676	225	4	-	-	PUNCT
easat-3676	225	5	specific	specific	ADJ
easat-3676	225	6	versions	version	NOUN
easat-3676	225	7	of	of	ADP
easat-3676	225	8	the	the	DET
easat-3676	225	9	automl	automl	NOUN
easat-3676	225	10	framework	framework	NOUN
easat-3676	225	11	to	to	PART
easat-3676	225	12	cater	cater	VERB
easat-3676	225	13	to	to	ADP
easat-3676	225	14	the	the	DET
easat-3676	225	15	distinct	distinct	ADJ
easat-3676	225	16	needs	need	NOUN
easat-3676	225	17	and	and	CCONJ
easat-3676	225	18	constraints	constraint	NOUN
easat-3676	225	19	of	of	ADP
easat-3676	225	20	different	different	ADJ
easat-3676	225	21	sectors	sector	NOUN
easat-3676	225	22	.	.	PUNCT
easat-3676	226	1	as	as	SCONJ
easat-3676	226	2	the	the	DET
easat-3676	226	3	ai	ai	NOUN
easat-3676	226	4	/	/	SYM
easat-3676	226	5	ml	ml	NOUN
easat-3676	226	6	domain	domain	NOUN
easat-3676	226	7	continues	continue	VERB
easat-3676	226	8	to	to	PART
easat-3676	226	9	evolve	evolve	VERB
easat-3676	226	10	,	,	PUNCT
easat-3676	226	11	ongoing	ongoing	ADJ
easat-3676	226	12	research	research	NOUN
easat-3676	226	13	and	and	CCONJ
easat-3676	226	14	refinement	refinement	NOUN
easat-3676	226	15	of	of	ADP
easat-3676	226	16	the	the	DET
easat-3676	226	17	automl	automl	NOUN
easat-3676	226	18	framework	framework	NOUN
easat-3676	226	19	will	will	AUX
easat-3676	226	20	be	be	AUX
easat-3676	226	21	critical	critical	ADJ
easat-3676	226	22	in	in	ADP
easat-3676	226	23	supporting	support	VERB
easat-3676	226	24	smes	sme	NOUN
easat-3676	226	25	throughout	throughout	ADP
easat-3676	226	26	the	the	DET
easat-3676	226	27	adoption	adoption	NOUN
easat-3676	226	28	process	process	NOUN
easat-3676	226	29	.	.	PUNCT
easat-3676	227	1	by	by	ADP
easat-3676	227	2	addressing	address	VERB
easat-3676	227	3	emerging	emerge	VERB
easat-3676	227	4	challenges	challenge	NOUN
easat-3676	227	5	and	and	CCONJ
easat-3676	227	6	fostering	foster	VERB
easat-3676	227	7	collaboration	collaboration	NOUN
easat-3676	227	8	among	among	ADP
easat-3676	227	9	researchers	researcher	NOUN
easat-3676	227	10	,	,	PUNCT
easat-3676	227	11	industry	industry	NOUN
easat-3676	227	12	experts	expert	NOUN
easat-3676	227	13	,	,	PUNCT
easat-3676	227	14	and	and	CCONJ
easat-3676	227	15	7684	7684	NUM
easat-3676	227	16	edelweiss	edelweiss	PROPN
easat-3676	227	17	applied	apply	VERB
easat-3676	227	18	science	science	NOUN
easat-3676	227	19	and	and	CCONJ
easat-3676	227	20	technology	technology	NOUN
easat-3676	227	21	issn	issn	PROPN
easat-3676	227	22	:	:	PUNCT
easat-3676	227	23	2576	2576	NUM
easat-3676	227	24	-	-	SYM
easat-3676	227	25	8484	8484	NUM
easat-3676	227	26	vol	vol	NOUN
easat-3676	227	27	.	.	PROPN
easat-3676	227	28	8	8	NUM
easat-3676	227	29	,	,	PUNCT
easat-3676	227	30	no	no	INTJ
easat-3676	227	31	.	.	NOUN
easat-3676	227	32	6	6	NUM
easat-3676	227	33	:	:	SYM
easat-3676	227	34	7675	7675	NUM
easat-3676	227	35	-	-	SYM
easat-3676	227	36	7685	7685	NUM
easat-3676	227	37	,	,	PUNCT
easat-3676	227	38	2024	2024	NUM
easat-3676	227	39	doi	doi	NOUN
easat-3676	227	40	:	:	PUNCT
easat-3676	227	41	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
easat-3676	227	42	©	©	ADP
easat-3676	227	43	2024	2024	NUM
easat-3676	227	44	by	by	ADP
easat-3676	227	45	the	the	DET
easat-3676	227	46	authors	author	NOUN
easat-3676	227	47	;	;	PUNCT
easat-3676	227	48	licensee	licensee	PROPN
easat-3676	227	49	learning	learn	VERB
easat-3676	227	50	gate	gate	NOUN
easat-3676	227	51	policymakers	policymaker	NOUN
easat-3676	227	52	,	,	PUNCT
easat-3676	227	53	we	we	PRON
easat-3676	227	54	can	can	AUX
easat-3676	227	55	empower	empower	VERB
easat-3676	227	56	small	small	ADJ
easat-3676	227	57	and	and	CCONJ
easat-3676	227	58	medium	medium	ADJ
easat-3676	227	59	-	-	PUNCT
easat-3676	227	60	sized	sized	ADJ
easat-3676	227	61	enterprises	enterprise	NOUN
easat-3676	227	62	to	to	PART
easat-3676	227	63	leverage	leverage	VERB
easat-3676	227	64	the	the	DET
easat-3676	227	65	full	full	ADJ
easat-3676	227	66	potential	potential	NOUN
easat-3676	227	67	of	of	ADP
easat-3676	227	68	ai	ai	NOUN
easat-3676	227	69	/	/	SYM
easat-3676	227	70	ml	ml	NOUN
easat-3676	227	71	technologies	technology	NOUN
easat-3676	227	72	,	,	PUNCT
easat-3676	227	73	driving	drive	VERB
easat-3676	227	74	growth	growth	NOUN
easat-3676	227	75	,	,	PUNCT
easat-3676	227	76	innovation	innovation	NOUN
easat-3676	227	77	,	,	PUNCT
easat-3676	227	78	and	and	CCONJ
easat-3676	227	79	resilience	resilience	NOUN
easat-3676	227	80	in	in	ADP
easat-3676	227	81	an	an	DET
easat-3676	227	82	increasingly	increasingly	ADV
easat-3676	227	83	competitive	competitive	ADJ
easat-3676	227	84	landscape	landscape	NOUN
easat-3676	227	85	.	.	PUNCT
easat-3676	228	1	copyright	copyright	NOUN
easat-3676	228	2	:	:	PUNCT
easat-3676	228	3	©	©	PROPN
easat-3676	228	4	2024	2024	NUM
easat-3676	228	5	by	by	ADP
easat-3676	228	6	the	the	DET
easat-3676	228	7	authors	author	NOUN
easat-3676	228	8	.	.	PUNCT
easat-3676	229	1	this	this	DET
easat-3676	229	2	article	article	NOUN
easat-3676	229	3	is	be	AUX
easat-3676	229	4	an	an	DET
easat-3676	229	5	open	open	ADJ
easat-3676	229	6	access	access	NOUN
easat-3676	229	7	article	article	NOUN
easat-3676	229	8	distributed	distribute	VERB
easat-3676	229	9	under	under	ADP
easat-3676	229	10	the	the	DET
easat-3676	229	11	terms	term	NOUN
easat-3676	229	12	and	and	CCONJ
easat-3676	229	13	conditions	condition	NOUN
easat-3676	229	14	of	of	ADP
easat-3676	229	15	the	the	DET
easat-3676	229	16	creative	creative	ADJ
easat-3676	229	17	commons	common	NOUN
easat-3676	229	18	attribution	attribution	NOUN
easat-3676	229	19	(	(	PUNCT
easat-3676	229	20	cc	cc	NOUN
easat-3676	229	21	by	by	ADP
easat-3676	229	22	)	)	PUNCT
easat-3676	229	23	license	license	NOUN
easat-3676	229	24	(	(	PUNCT
easat-3676	229	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3676	229	26	)	)	PUNCT
easat-3676	229	27	.	.	PUNCT
easat-3676	230	1	references	reference	NOUN
easat-3676	230	2	[	[	X
easat-3676	230	3	1	1	NUM
easat-3676	230	4	]	]	PUNCT
easat-3676	230	5	abudaqa	abudaqa	PROPN
easat-3676	230	6	,	,	PUNCT
easat-3676	230	7	a.	a.	PROPN
easat-3676	230	8	,	,	PUNCT
easat-3676	230	9	hilmi	hilmi	PROPN
easat-3676	230	10	,	,	PUNCT
easat-3676	230	11	m.	m.	PROPN
easat-3676	230	12	f.	f.	PROPN
easat-3676	230	13	,	,	PUNCT
easat-3676	230	14	dahalan	dahalan	NOUN
easat-3676	230	15	,	,	PUNCT
easat-3676	230	16	n.	n.	NOUN
easat-3676	230	17	,	,	PUNCT
easat-3676	230	18	&	&	CCONJ
easat-3676	230	19	almujaini	almujaini	PROPN
easat-3676	230	20	,	,	PUNCT
easat-3676	230	21	h.	h.	PROPN
easat-3676	230	22	(	(	PUNCT
easat-3676	230	23	2020	2020	NUM
easat-3676	230	24	)	)	PUNCT
easat-3676	230	25	.	.	PUNCT
easat-3676	231	1	impact	impact	NOUN
easat-3676	231	2	of	of	ADP
easat-3676	231	3	supply	supply	NOUN
easat-3676	231	4	chain	chain	NOUN
easat-3676	231	5	integration	integration	NOUN
easat-3676	231	6	and	and	CCONJ
easat-3676	231	7	intelligent	intelligent	ADJ
easat-3676	231	8	information	information	NOUN
easat-3676	231	9	systems	system	NOUN
easat-3676	231	10	in	in	ADP
easat-3676	231	11	achieving	achieve	VERB
easat-3676	231	12	supply	supply	NOUN
easat-3676	231	13	chain	chain	NOUN
easat-3676	231	14	innovation	innovation	NOUN
easat-3676	231	15	:	:	PUNCT
easat-3676	231	16	a	a	DET
easat-3676	231	17	study	study	NOUN
easat-3676	231	18	of	of	ADP
easat-3676	231	19	retail	retail	ADJ
easat-3676	231	20	trading	trading	NOUN
easat-3676	231	21	smes	sme	NOUN
easat-3676	231	22	in	in	ADP
easat-3676	231	23	abu	abu	PROPN
easat-3676	231	24	dhabi	dhabi	PROPN
easat-3676	231	25	,	,	PUNCT
easat-3676	231	26	uae	uae	PROPN
easat-3676	231	27	.	.	PUNCT
easat-3676	231	28	uncertain	uncertain	ADJ
easat-3676	231	29	supply	supply	NOUN
easat-3676	231	30	chain	chain	NOUN
easat-3676	231	31	management	management	NOUN
easat-3676	231	32	,	,	PUNCT
easat-3676	231	33	721–728	721–728	NUM
easat-3676	231	34	.	.	PUNCT
easat-3676	232	1	https://doi.org/10.5267/j.uscm.2020.7.009	https://doi.org/10.5267/j.uscm.2020.7.009	PROPN
easat-3676	233	1	[	[	X
easat-3676	233	2	2	2	NUM
easat-3676	233	3	]	]	PUNCT
easat-3676	233	4	altenburg	altenburg	NOUN
easat-3676	233	5	,	,	PUNCT
easat-3676	233	6	t.	t.	PROPN
easat-3676	233	7	,	,	PUNCT
easat-3676	233	8	&	&	CCONJ
easat-3676	233	9	meyer	meyer	PROPN
easat-3676	233	10	-	-	PUNCT
easat-3676	233	11	stamer	stamer	PROPN
easat-3676	233	12	,	,	PUNCT
easat-3676	233	13	j.	j.	PROPN
easat-3676	233	14	(	(	PUNCT
easat-3676	233	15	1999	1999	NUM
easat-3676	233	16	)	)	PUNCT
easat-3676	233	17	.	.	PUNCT
easat-3676	234	1	how	how	SCONJ
easat-3676	234	2	to	to	PART
easat-3676	234	3	promote	promote	VERB
easat-3676	234	4	clusters	cluster	NOUN
easat-3676	234	5	:	:	PUNCT
easat-3676	234	6	policy	policy	NOUN
easat-3676	234	7	experiences	experience	NOUN
easat-3676	234	8	from	from	ADP
easat-3676	234	9	latin	latin	PROPN
easat-3676	234	10	america	america	PROPN
easat-3676	234	11	.	.	PUNCT
easat-3676	235	1	world	world	PROPN
easat-3676	235	2	development	development	PROPN
easat-3676	235	3	,	,	PUNCT
easat-3676	235	4	27(9	27(9	NOUN
easat-3676	235	5	)	)	PUNCT
easat-3676	235	6	,	,	PUNCT
easat-3676	235	7	1693–1713	1693–1713	NUM
easat-3676	235	8	.	.	PUNCT
easat-3676	236	1	https://doi.org/10.1016/s0305-750x(99)00081-9	https://doi.org/10.1016/s0305-750x(99)00081-9	X
easat-3676	237	1	[	[	X
easat-3676	237	2	3	3	NUM
easat-3676	237	3	]	]	SYM
easat-3676	237	4	baabdullah	baabdullah	NOUN
easat-3676	237	5	,	,	PUNCT
easat-3676	237	6	a.	a.	NOUN
easat-3676	237	7	m.	m.	NOUN
easat-3676	237	8	,	,	PUNCT
easat-3676	237	9	alalwan	alalwan	PROPN
easat-3676	237	10	,	,	PUNCT
easat-3676	237	11	a.	a.	NOUN
easat-3676	237	12	a.	a.	PROPN
easat-3676	237	13	,	,	PUNCT
easat-3676	237	14	slade	slade	PROPN
easat-3676	237	15	,	,	PUNCT
easat-3676	237	16	e.	e.	PROPN
easat-3676	237	17	l.	l.	PROPN
easat-3676	237	18	,	,	PUNCT
easat-3676	237	19	raman	raman	PROPN
easat-3676	237	20	,	,	PUNCT
easat-3676	237	21	r.	r.	PROPN
easat-3676	237	22	,	,	PUNCT
easat-3676	237	23	&	&	CCONJ
easat-3676	237	24	khatatneh	khatatneh	PROPN
easat-3676	237	25	,	,	PUNCT
easat-3676	237	26	k.	k.	PROPN
easat-3676	237	27	f.	f.	PROPN
easat-3676	237	28	(	(	PUNCT
easat-3676	237	29	2021	2021	NUM
easat-3676	237	30	)	)	PUNCT
easat-3676	237	31	.	.	PUNCT
easat-3676	238	1	smes	sme	NOUN
easat-3676	238	2	and	and	CCONJ
easat-3676	238	3	artificial	artificial	ADJ
easat-3676	238	4	intelligence	intelligence	NOUN
easat-3676	238	5	(	(	PUNCT
easat-3676	238	6	ai	ai	NOUN
easat-3676	238	7	):	):	PUNCT
easat-3676	238	8	antecedents	antecedent	NOUN
easat-3676	238	9	and	and	CCONJ
easat-3676	238	10	consequences	consequence	NOUN
easat-3676	238	11	of	of	ADP
easat-3676	238	12	ai	ai	NOUN
easat-3676	238	13	-	-	PUNCT
easat-3676	238	14	based	base	VERB
easat-3676	238	15	b2b	b2b	NOUN
easat-3676	238	16	practices	practice	NOUN
easat-3676	238	17	.	.	PUNCT
easat-3676	239	1	industrial	industrial	ADJ
easat-3676	239	2	marketing	marketing	NOUN
easat-3676	239	3	management	management	NOUN
easat-3676	239	4	,	,	PUNCT
easat-3676	239	5	98	98	NUM
easat-3676	239	6	,	,	PUNCT
easat-3676	239	7	255–270	255–270	NUM
easat-3676	239	8	.	.	PUNCT
easat-3676	240	1	https://doi.org/10.1016/j.indmarman.2021.09.003	https://doi.org/10.1016/j.indmarman.2021.09.003	NOUN
easat-3676	240	2	[	[	X
easat-3676	240	3	4	4	X
easat-3676	240	4	]	]	PUNCT
easat-3676	240	5	bagodi	bagodi	ADJ
easat-3676	240	6	,	,	PUNCT
easat-3676	240	7	v.	v.	ADV
easat-3676	240	8	,	,	PUNCT
easat-3676	240	9	sinha	sinha	PROPN
easat-3676	240	10	,	,	PUNCT
easat-3676	240	11	d.	d.	PROPN
easat-3676	240	12	,	,	PUNCT
easat-3676	240	13	&	&	CCONJ
easat-3676	240	14	bagodi	bagodi	PROPN
easat-3676	240	15	,	,	PUNCT
easat-3676	240	16	v.	v.	PROPN
easat-3676	240	17	(	(	PUNCT
easat-3676	240	18	2022	2022	NUM
easat-3676	240	19	)	)	PUNCT
easat-3676	240	20	.	.	PUNCT
easat-3676	241	1	indian	indian	ADJ
easat-3676	241	2	smes	sme	NOUN
easat-3676	241	3	–	–	PUNCT
easat-3676	241	4	opportunities	opportunity	NOUN
easat-3676	241	5	and	and	CCONJ
easat-3676	241	6	challenges	challenge	NOUN
easat-3676	241	7	.	.	PUNCT
easat-3676	242	1	industry	industry	NOUN
easat-3676	242	2	4.0	4.0	NUM
easat-3676	242	3	in	in	ADP
easat-3676	242	4	small	small	ADJ
easat-3676	242	5	and	and	CCONJ
easat-3676	242	6	medium	medium	ADJ
easat-3676	242	7	-	-	PUNCT
easat-3676	242	8	sized	sized	ADJ
easat-3676	242	9	enterprises	enterprise	NOUN
easat-3676	242	10	(	(	PUNCT
easat-3676	242	11	smes	sme	NOUN
easat-3676	242	12	)	)	PUNCT
easat-3676	242	13	,	,	PUNCT
easat-3676	242	14	15–32	15–32	NUM
easat-3676	242	15	.	.	PUNCT
easat-3676	243	1	https://doi.org/10.1201/9781003200857-2	https://doi.org/10.1201/9781003200857-2	NOUN
easat-3676	243	2	[	[	X
easat-3676	243	3	5	5	NUM
easat-3676	243	4	]	]	PUNCT
easat-3676	243	5	bettoni	bettoni	NOUN
easat-3676	243	6	,	,	PUNCT
easat-3676	243	7	a.	a.	NOUN
easat-3676	243	8	,	,	PUNCT
easat-3676	243	9	matteri	matteri	PROPN
easat-3676	243	10	,	,	PUNCT
easat-3676	243	11	d.	d.	PROPN
easat-3676	243	12	,	,	PUNCT
easat-3676	243	13	montini	montini	PROPN
easat-3676	243	14	,	,	PUNCT
easat-3676	243	15	e.	e.	PROPN
easat-3676	243	16	,	,	PUNCT
easat-3676	243	17	gładysz	gładysz	PROPN
easat-3676	243	18	,	,	PUNCT
easat-3676	243	19	b.	b.	PROPN
easat-3676	243	20	,	,	PUNCT
easat-3676	243	21	&	&	CCONJ
easat-3676	243	22	carpanzano	carpanzano	PROPN
easat-3676	243	23	,	,	PUNCT
easat-3676	243	24	e.	e.	PROPN
easat-3676	243	25	(	(	PUNCT
easat-3676	243	26	2021	2021	NUM
easat-3676	243	27	)	)	PUNCT
easat-3676	243	28	.	.	PUNCT
easat-3676	244	1	an	an	DET
easat-3676	244	2	ai	ai	PROPN
easat-3676	244	3	adoption	adoption	NOUN
easat-3676	244	4	model	model	NOUN
easat-3676	244	5	for	for	ADP
easat-3676	244	6	smes	sme	NOUN
easat-3676	244	7	:	:	PUNCT
easat-3676	244	8	a	a	DET
easat-3676	244	9	conceptual	conceptual	ADJ
easat-3676	244	10	framework	framework	NOUN
easat-3676	244	11	.	.	PUNCT
easat-3676	245	1	ifac	ifac	NOUN
easat-3676	245	2	-	-	PUNCT
easat-3676	245	3	papers	paper	NOUN
easat-3676	245	4	online	online	ADV
easat-3676	245	5	,	,	PUNCT
easat-3676	245	6	54(1	54(1	NUM
easat-3676	245	7	)	)	PUNCT
easat-3676	245	8	,	,	PUNCT
easat-3676	245	9	702–708	702–708	NUM
easat-3676	245	10	.	.	PUNCT
easat-3676	246	1	https://doi.org/10.1016/j.ifacol.2021.08.082	https://doi.org/10.1016/j.ifacol.2021.08.082	PROPN
easat-3676	247	1	[	[	X
easat-3676	247	2	6	6	NUM
easat-3676	247	3	]	]	PUNCT
easat-3676	247	4	büschgens	büschgen	NOUN
easat-3676	247	5	,	,	PUNCT
easat-3676	247	6	t.	t.	PROPN
easat-3676	247	7	,	,	PUNCT
easat-3676	247	8	bausch	bausch	PROPN
easat-3676	247	9	,	,	PUNCT
easat-3676	247	10	a.	a.	PROPN
easat-3676	247	11	,	,	PUNCT
easat-3676	247	12	&	&	CCONJ
easat-3676	247	13	balkin	balkin	PROPN
easat-3676	247	14	,	,	PUNCT
easat-3676	247	15	d.	d.	PROPN
easat-3676	247	16	b.	b.	PROPN
easat-3676	247	17	(	(	PUNCT
easat-3676	247	18	2013	2013	NUM
easat-3676	247	19	)	)	PUNCT
easat-3676	247	20	.	.	PUNCT
easat-3676	248	1	organizational	organizational	ADJ
easat-3676	248	2	culture	culture	NOUN
easat-3676	248	3	and	and	CCONJ
easat-3676	248	4	innovation	innovation	NOUN
easat-3676	248	5	:	:	PUNCT
easat-3676	248	6	a	a	DET
easat-3676	248	7	meta‐analytic	meta‐analytic	ADJ
easat-3676	248	8	review	review	NOUN
easat-3676	248	9	.	.	PUNCT
easat-3676	249	1	journal	journal	NOUN
easat-3676	249	2	of	of	ADP
easat-3676	249	3	product	product	NOUN
easat-3676	249	4	innovation	innovation	NOUN
easat-3676	249	5	management	management	NOUN
easat-3676	249	6	,	,	PUNCT
easat-3676	249	7	30(4	30(4	NUM
easat-3676	249	8	)	)	PUNCT
easat-3676	249	9	,	,	PUNCT
easat-3676	249	10	763–781	763–781	NUM
easat-3676	249	11	.	.	PUNCT
easat-3676	250	1	https://doi.org/10.1111/jpim.12021	https://doi.org/10.1111/jpim.12021	NOUN
easat-3676	251	1	[	[	X
easat-3676	251	2	7	7	NUM
easat-3676	251	3	]	]	X
easat-3676	251	4	chatterjee	chatterjee	NOUN
easat-3676	251	5	,	,	PUNCT
easat-3676	251	6	s.	s.	PROPN
easat-3676	251	7	,	,	PUNCT
easat-3676	251	8	chaudhuri	chaudhuri	PROPN
easat-3676	251	9	,	,	PUNCT
easat-3676	251	10	r.	r.	PROPN
easat-3676	251	11	,	,	PUNCT
easat-3676	251	12	shah	shah	NOUN
easat-3676	251	13	,	,	PUNCT
easat-3676	251	14	m.	m.	NOUN
easat-3676	251	15	,	,	PUNCT
easat-3676	251	16	&	&	CCONJ
easat-3676	251	17	maheshwari	maheshwari	PROPN
easat-3676	251	18	,	,	PUNCT
easat-3676	251	19	p.	p.	NOUN
easat-3676	251	20	(	(	PUNCT
easat-3676	251	21	2022	2022	NUM
easat-3676	251	22	)	)	PUNCT
easat-3676	251	23	.	.	PUNCT
easat-3676	252	1	big	big	ADJ
easat-3676	252	2	data	datum	NOUN
easat-3676	252	3	driven	drive	VERB
easat-3676	252	4	innovation	innovation	NOUN
easat-3676	252	5	for	for	ADP
easat-3676	252	6	sustaining	sustain	VERB
easat-3676	252	7	sme	sme	PROPN
easat-3676	252	8	supply	supply	NOUN
easat-3676	252	9	chain	chain	NOUN
easat-3676	252	10	operation	operation	NOUN
easat-3676	252	11	in	in	ADP
easat-3676	252	12	post	post	NOUN
easat-3676	252	13	covid-19	covid-19	PROPN
easat-3676	252	14	scenario	scenario	NOUN
easat-3676	252	15	:	:	PUNCT
easat-3676	252	16	moderating	moderate	VERB
easat-3676	252	17	role	role	NOUN
easat-3676	252	18	of	of	ADP
easat-3676	252	19	sme	sme	PROPN
easat-3676	252	20	technology	technology	PROPN
easat-3676	252	21	leadership	leadership	NOUN
easat-3676	252	22	.	.	PUNCT
easat-3676	253	1	computers	computer	NOUN
easat-3676	253	2	&	&	CCONJ
easat-3676	253	3	industrial	industrial	ADJ
easat-3676	253	4	engineering	engineering	NOUN
easat-3676	253	5	,	,	PUNCT
easat-3676	253	6	168	168	NUM
easat-3676	253	7	,	,	PUNCT
easat-3676	253	8	108058	108058	NUM
easat-3676	253	9	.	.	PUNCT
easat-3676	254	1	https://doi.org/10.1016/j.cie.2022.108058	https://doi.org/10.1016/j.cie.2022.108058	PUNCT
easat-3676	255	1	[	[	X
easat-3676	255	2	8	8	NUM
easat-3676	255	3	]	]	X
easat-3676	255	4	de	de	X
easat-3676	255	5	simone	simone	PROPN
easat-3676	255	6	,	,	PUNCT
easat-3676	255	7	v.	v.	ADV
easat-3676	255	8	,	,	PUNCT
easat-3676	255	9	pasquale	pasquale	NOUN
easat-3676	255	10	,	,	PUNCT
easat-3676	255	11	v.	v.	PROPN
easat-3676	255	12	d.	d.	PROPN
easat-3676	255	13	,	,	PUNCT
easat-3676	255	14	&	&	CCONJ
easat-3676	255	15	miranda	miranda	PROPN
easat-3676	255	16	,	,	PUNCT
easat-3676	255	17	s.	s.	PROPN
easat-3676	255	18	(	(	PUNCT
easat-3676	255	19	2023	2023	NUM
easat-3676	255	20	)	)	PUNCT
easat-3676	255	21	.	.	PUNCT
easat-3676	256	1	an	an	DET
easat-3676	256	2	overview	overview	NOUN
easat-3676	256	3	on	on	ADP
easat-3676	256	4	the	the	DET
easat-3676	256	5	use	use	NOUN
easat-3676	256	6	of	of	ADP
easat-3676	256	7	ai	ai	NOUN
easat-3676	256	8	/	/	SYM
easat-3676	256	9	ml	ml	X
easat-3676	256	10	in	in	ADP
easat-3676	256	11	manufacturing	manufacture	VERB
easat-3676	256	12	smes	sme	NOUN
easat-3676	256	13	:	:	PUNCT
easat-3676	256	14	solved	solve	VERB
easat-3676	256	15	issues	issue	NOUN
easat-3676	256	16	,	,	PUNCT
easat-3676	256	17	limits	limit	NOUN
easat-3676	256	18	,	,	PUNCT
easat-3676	256	19	and	and	CCONJ
easat-3676	256	20	challenges	challenge	NOUN
easat-3676	256	21	.	.	PUNCT
easat-3676	257	1	procedia	procedia	NOUN
easat-3676	257	2	computer	computer	NOUN
easat-3676	257	3	science	science	NOUN
easat-3676	257	4	,	,	PUNCT
easat-3676	257	5	217	217	NUM
easat-3676	257	6	,	,	PUNCT
easat-3676	257	7	1820–1829	1820–1829	NUM
easat-3676	257	8	.	.	PUNCT
easat-3676	258	1	https://doi.org/10.1016/j.procs.2022.12.382	https://doi.org/10.1016/j.procs.2022.12.382	NUM
easat-3676	258	2	[	[	X
easat-3676	258	3	9	9	NUM
easat-3676	258	4	]	]	X
easat-3676	258	5	del	del	X
easat-3676	258	6	sarto	sarto	PROPN
easat-3676	258	7	,	,	PUNCT
easat-3676	258	8	n.	n.	NOUN
easat-3676	258	9	,	,	PUNCT
easat-3676	258	10	&	&	CCONJ
easat-3676	258	11	piccaluga	piccaluga	PROPN
easat-3676	258	12	,	,	PUNCT
easat-3676	258	13	a.	a.	NOUN
easat-3676	258	14	(	(	PUNCT
easat-3676	258	15	2021	2021	NUM
easat-3676	258	16	)	)	PUNCT
easat-3676	258	17	.	.	PUNCT
easat-3676	259	1	artificial	artificial	ADJ
easat-3676	259	2	intelligence	intelligence	NOUN
easat-3676	259	3	as	as	ADP
easat-3676	259	4	driver	driver	NOUN
easat-3676	259	5	for	for	ADP
easat-3676	259	6	sme	sme	NOUN
easat-3676	259	7	competitiveness	competitiveness	NOUN
easat-3676	259	8	.	.	PUNCT
easat-3676	260	1	advances	advance	NOUN
easat-3676	260	2	in	in	ADP
easat-3676	260	3	business	business	NOUN
easat-3676	260	4	information	information	NOUN
easat-3676	260	5	systems	system	NOUN
easat-3676	260	6	and	and	CCONJ
easat-3676	260	7	analytics	analytic	NOUN
easat-3676	260	8	,	,	PUNCT
easat-3676	260	9	108–125	108–125	NUM
easat-3676	260	10	.	.	PUNCT
easat-3676	261	1	https://doi.org/10.4018/978-1-7998-6985-6.ch005	https://doi.org/10.4018/978-1-7998-6985-6.ch005	VERB
easat-3676	261	2	[	[	X
easat-3676	261	3	10	10	NUM
easat-3676	261	4	]	]	PUNCT
easat-3676	261	5	enhancing	enhance	VERB
easat-3676	261	6	sme	sme	NOUN
easat-3676	261	7	productivity	productivity	NOUN
easat-3676	261	8	.	.	PUNCT
easat-3676	262	1	(	(	PUNCT
easat-3676	262	2	2019	2019	NUM
easat-3676	262	3	)	)	PUNCT
easat-3676	262	4	.	.	PUNCT
easat-3676	263	1	oecd	oecd	PROPN
easat-3676	263	2	sme	sme	PROPN
easat-3676	263	3	and	and	CCONJ
easat-3676	263	4	entrepreneurship	entrepreneurship	NOUN
easat-3676	263	5	papers	paper	NOUN
easat-3676	263	6	.	.	PUNCT
easat-3676	264	1	https://doi.org/10.1787/825bd8a8en	https://doi.org/10.1787/825bd8a8en	PROPN
easat-3676	264	2	[	[	X
easat-3676	264	3	11	11	NUM
easat-3676	264	4	]	]	X
easat-3676	264	5	gao	gao	PROPN
easat-3676	264	6	,	,	PUNCT
easat-3676	264	7	y.	y.	PROPN
easat-3676	264	8	,	,	PUNCT
easat-3676	264	9	wang	wang	PROPN
easat-3676	264	10	,	,	PUNCT
easat-3676	264	11	z.	z.	PROPN
easat-3676	264	12	,	,	PUNCT
easat-3676	264	13	wang	wang	PROPN
easat-3676	264	14	,	,	PUNCT
easat-3676	264	15	k.	k.	PROPN
easat-3676	264	16	,	,	PUNCT
easat-3676	264	17	zhang	zhang	PROPN
easat-3676	264	18	,	,	PUNCT
easat-3676	264	19	r.	r.	PROPN
easat-3676	264	20	,	,	PUNCT
easat-3676	264	21	&	&	CCONJ
easat-3676	264	22	lu	lu	PROPN
easat-3676	264	23	,	,	PUNCT
easat-3676	264	24	y.	y.	PROPN
easat-3676	264	25	(	(	PUNCT
easat-3676	264	26	2023	2023	NUM
easat-3676	264	27	)	)	PUNCT
easat-3676	264	28	.	.	PUNCT
easat-3676	265	1	effect	effect	NOUN
easat-3676	265	2	of	of	ADP
easat-3676	265	3	big	big	ADJ
easat-3676	265	4	data	datum	NOUN
easat-3676	265	5	on	on	ADP
easat-3676	265	6	enterprise	enterprise	NOUN
easat-3676	265	7	financialization	financialization	NOUN
easat-3676	265	8	:	:	PUNCT
easat-3676	265	9	evidence	evidence	NOUN
easat-3676	265	10	from	from	ADP
easat-3676	265	11	china	china	PROPN
easat-3676	265	12	’s	’s	PART
easat-3676	265	13	smes	sme	NOUN
easat-3676	265	14	.	.	PUNCT
easat-3676	266	1	technology	technology	NOUN
easat-3676	266	2	in	in	ADP
easat-3676	266	3	society	society	NOUN
easat-3676	266	4	,	,	PUNCT
easat-3676	266	5	75	75	NUM
easat-3676	266	6	,	,	PUNCT
easat-3676	266	7	102351	102351	NUM
easat-3676	266	8	.	.	PUNCT
easat-3676	267	1	https://doi.org/10.1016/j.techsoc.2023.102351	https://doi.org/10.1016/j.techsoc.2023.102351	NOUN
easat-3676	268	1	[	[	X
easat-3676	268	2	12	12	NUM
easat-3676	268	3	]	]	SYM
easat-3676	268	4	grünbichler	grünbichler	NOUN
easat-3676	268	5	,	,	PUNCT
easat-3676	268	6	r.	r.	PROPN
easat-3676	268	7	,	,	PUNCT
easat-3676	268	8	&	&	CCONJ
easat-3676	268	9	krebs	krebs	PROPN
easat-3676	268	10	,	,	PUNCT
easat-3676	268	11	r.	r.	PROPN
easat-3676	268	12	(	(	PUNCT
easat-3676	268	13	2021	2021	NUM
easat-3676	268	14	)	)	PUNCT
easat-3676	268	15	.	.	PUNCT
easat-3676	269	1	using	use	VERB
easat-3676	269	2	ai	ai	NOUN
easat-3676	269	3	in	in	ADP
easat-3676	269	4	smes	sme	NOUN
easat-3676	269	5	to	to	PART
easat-3676	269	6	prevent	prevent	VERB
easat-3676	269	7	corporate	corporate	ADJ
easat-3676	269	8	insolvencies	insolvency	NOUN
easat-3676	269	9	:	:	PUNCT
easat-3676	269	10	identification	identification	NOUN
easat-3676	269	11	of	of	ADP
easat-3676	269	12	frequently	frequently	ADV
easat-3676	269	13	used	use	VERB
easat-3676	269	14	algorithms	algorithm	NOUN
easat-3676	269	15	based	base	VERB
easat-3676	269	16	on	on	ADP
easat-3676	269	17	a	a	DET
easat-3676	269	18	literature	literature	NOUN
easat-3676	269	19	review	review	NOUN
easat-3676	269	20	.	.	PUNCT
easat-3676	270	1	limen	limen	PROPN
easat-3676	270	2	international	international	ADJ
easat-3676	270	3	scientific	scientific	ADJ
easat-3676	270	4	-	-	PUNCT
easat-3676	270	5	business	business	NOUN
easat-3676	270	6	conference	conference	NOUN
easat-3676	270	7	leadership	leadership	NOUN
easat-3676	270	8	,	,	PUNCT
easat-3676	270	9	innovation	innovation	NOUN
easat-3676	270	10	,	,	PUNCT
easat-3676	270	11	management	management	NOUN
easat-3676	270	12	and	and	CCONJ
easat-3676	270	13	economics	economic	NOUN
easat-3676	270	14	:	:	PUNCT
easat-3676	270	15	integrated	integrated	ADJ
easat-3676	270	16	politics	politic	NOUN
easat-3676	270	17	of	of	ADP
easat-3676	270	18	research	research	NOUN
easat-3676	270	19	.	.	PUNCT
easat-3676	271	1	https://doi.org/10.31410/limen.s.p.2021.27	https://doi.org/10.31410/limen.s.p.2021.27	PUNCT
easat-3676	272	1	[	[	X
easat-3676	272	2	13	13	NUM
easat-3676	272	3	]	]	X
easat-3676	272	4	gupta	gupta	PROPN
easat-3676	272	5	,	,	PUNCT
easat-3676	272	6	r.	r.	PROPN
easat-3676	272	7	,	,	PUNCT
easat-3676	272	8	verma	verma	PROPN
easat-3676	272	9	,	,	PUNCT
easat-3676	272	10	a.	a.	PROPN
easat-3676	272	11	,	,	PUNCT
easat-3676	272	12	&	&	CCONJ
easat-3676	272	13	topal	topal	PROPN
easat-3676	272	14	,	,	PUNCT
easat-3676	272	15	h.	h.	PROPN
easat-3676	272	16	o.	o.	PROPN
easat-3676	272	17	(	(	PUNCT
easat-3676	272	18	2021	2021	NUM
easat-3676	272	19	)	)	PUNCT
easat-3676	272	20	.	.	PUNCT
easat-3676	273	1	customer	customer	NOUN
easat-3676	273	2	segmentation	segmentation	NOUN
easat-3676	273	3	of	of	ADP
easat-3676	273	4	indian	indian	ADJ
easat-3676	273	5	restaurants	restaurant	NOUN
easat-3676	273	6	on	on	ADP
easat-3676	273	7	the	the	DET
easat-3676	273	8	basis	basis	NOUN
easat-3676	273	9	of	of	ADP
easat-3676	273	10	geographical	geographical	ADJ
easat-3676	273	11	locations	location	NOUN
easat-3676	273	12	using	use	VERB
easat-3676	273	13	machine	machine	NOUN
easat-3676	273	14	learning	learning	NOUN
easat-3676	273	15	.	.	PUNCT
easat-3676	274	1	2021	2021	NUM
easat-3676	274	2	international	international	ADJ
easat-3676	274	3	conference	conference	NOUN
easat-3676	274	4	on	on	ADP
easat-3676	274	5	technological	technological	ADJ
easat-3676	274	6	advancements	advancement	NOUN
easat-3676	274	7	and	and	CCONJ
easat-3676	274	8	innovations	innovation	NOUN
easat-3676	274	9	(	(	PUNCT
easat-3676	274	10	ictai	ictai	PROPN
easat-3676	274	11	)	)	PUNCT
easat-3676	274	12	.	.	PUNCT
easat-3676	275	1	https://doi.org/10.1109/ictai53825.2021.9673153	https://doi.org/10.1109/ictai53825.2021.9673153	NOUN
easat-3676	276	1	[	[	X
easat-3676	276	2	14	14	NUM
easat-3676	276	3	]	]	X
easat-3676	276	4	hansen	hansen	PROPN
easat-3676	276	5	,	,	PUNCT
easat-3676	276	6	e.	e.	PROPN
easat-3676	276	7	b.	b.	PROPN
easat-3676	276	8	,	,	PUNCT
easat-3676	276	9	&	&	CCONJ
easat-3676	276	10	bøgh	bøgh	PROPN
easat-3676	276	11	,	,	PUNCT
easat-3676	276	12	s.	s.	PROPN
easat-3676	276	13	(	(	PUNCT
easat-3676	276	14	2021a	2021a	NUM
easat-3676	276	15	)	)	PUNCT
easat-3676	276	16	.	.	PUNCT
easat-3676	277	1	artificial	artificial	ADJ
easat-3676	277	2	intelligence	intelligence	NOUN
easat-3676	277	3	and	and	CCONJ
easat-3676	277	4	internet	internet	NOUN
easat-3676	277	5	of	of	ADP
easat-3676	277	6	things	thing	NOUN
easat-3676	277	7	in	in	ADP
easat-3676	277	8	small	small	ADJ
easat-3676	277	9	and	and	CCONJ
easat-3676	277	10	medium	medium	ADJ
easat-3676	277	11	-	-	PUNCT
easat-3676	277	12	sized	sized	ADJ
easat-3676	277	13	enterprises	enterprise	NOUN
easat-3676	277	14	:	:	PUNCT
easat-3676	277	15	a	a	DET
easat-3676	277	16	survey	survey	NOUN
easat-3676	277	17	.	.	PUNCT
easat-3676	278	1	journal	journal	NOUN
easat-3676	278	2	of	of	ADP
easat-3676	278	3	manufacturing	manufacturing	NOUN
easat-3676	278	4	systems	system	NOUN
easat-3676	278	5	,	,	PUNCT
easat-3676	278	6	58	58	NUM
easat-3676	278	7	,	,	PUNCT
easat-3676	278	8	362–372	362–372	NUM
easat-3676	278	9	.	.	PUNCT
easat-3676	279	1	https://doi.org/10.1016/j.jmsy.2020.08.009	https://doi.org/10.1016/j.jmsy.2020.08.009	NUM
easat-3676	279	2	[	[	X
easat-3676	279	3	15	15	NUM
easat-3676	279	4	]	]	X
easat-3676	279	5	hryckiewicz	hryckiewicz	PROPN
easat-3676	279	6	,	,	PUNCT
easat-3676	279	7	a.	a.	PROPN
easat-3676	279	8	,	,	PUNCT
easat-3676	279	9	korosteleva	korosteleva	PROPN
easat-3676	279	10	,	,	PUNCT
easat-3676	279	11	j.	j.	PROPN
easat-3676	279	12	a.	a.	PROPN
easat-3676	279	13	,	,	PUNCT
easat-3676	279	14	kozłowski	kozłowski	NOUN
easat-3676	279	15	,	,	PUNCT
easat-3676	279	16	ł	ł	PROPN
easat-3676	279	17	.	.	PROPN
easat-3676	279	18	,	,	PUNCT
easat-3676	279	19	rzepka	rzepka	NOUN
easat-3676	279	20	,	,	PUNCT
easat-3676	279	21	m.	m.	NOUN
easat-3676	279	22	,	,	PUNCT
easat-3676	279	23	&	&	CCONJ
easat-3676	279	24	ruomeng	ruomeng	PROPN
easat-3676	279	25	,	,	PUNCT
easat-3676	279	26	w.	w.	PROPN
easat-3676	279	27	(	(	PUNCT
easat-3676	279	28	2023	2023	NUM
easat-3676	279	29	)	)	PUNCT
easat-3676	279	30	.	.	PUNCT
easat-3676	280	1	bank	bank	NOUN
easat-3676	280	2	technological	technological	ADJ
easat-3676	280	3	innovation	innovation	NOUN
easat-3676	280	4	and	and	CCONJ
easat-3676	280	5	sme	sme	PROPN
easat-3676	280	6	lending	lending	NOUN
easat-3676	280	7	:	:	PUNCT
easat-3676	280	8	do	do	AUX
easat-3676	280	9	we	we	PRON
easat-3676	280	10	experience	experience	VERB
easat-3676	280	11	a	a	DET
easat-3676	280	12	transformation	transformation	NOUN
easat-3676	280	13	in	in	ADP
easat-3676	280	14	a	a	DET
easat-3676	280	15	bank	bank	NOUN
easat-3676	280	16	-	-	PUNCT
easat-3676	280	17	sme	sme	PROPN
easat-3676	280	18	relationship	relationship	NOUN
easat-3676	280	19	?	?	PUNCT
easat-3676	281	1	ssrn	ssrn	PROPN
easat-3676	281	2	electronic	electronic	ADJ
easat-3676	281	3	journal	journal	PROPN
easat-3676	281	4	.	.	PUNCT
easat-3676	282	1	https://doi.org/10.2139/ssrn.4390485	https://doi.org/10.2139/ssrn.4390485	PROPN
easat-3676	283	1	[	[	X
easat-3676	283	2	16	16	NUM
easat-3676	283	3	]	]	X
easat-3676	283	4	jhurani	jhurani	PROPN
easat-3676	283	5	,	,	PUNCT
easat-3676	283	6	j.	j.	PROPN
easat-3676	283	7	(	(	PUNCT
easat-3676	283	8	2024	2024	NUM
easat-3676	283	9	)	)	PUNCT
easat-3676	283	10	.	.	PUNCT
easat-3676	284	1	enhancing	enhance	VERB
easat-3676	284	2	customer	customer	NOUN
easat-3676	284	3	relationship	relationship	NOUN
easat-3676	284	4	management	management	NOUN
easat-3676	284	5	in	in	ADP
easat-3676	284	6	erp	erp	PROPN
easat-3676	284	7	systems	system	NOUN
easat-3676	284	8	through	through	ADP
easat-3676	284	9	ai	ai	ADJ
easat-3676	284	10	:	:	PUNCT
easat-3676	284	11	personalized	personalized	ADJ
easat-3676	284	12	interactions	interaction	NOUN
easat-3676	284	13	,	,	PUNCT
easat-3676	284	14	predictive	predictive	ADJ
easat-3676	284	15	modeling	modeling	NOUN
easat-3676	284	16	,	,	PUNCT
easat-3676	284	17	and	and	CCONJ
easat-3676	284	18	service	service	NOUN
easat-3676	284	19	automation	automation	NOUN
easat-3676	284	20	.	.	PUNCT
easat-3676	285	1	international	international	ADJ
easat-3676	285	2	journal	journal	PROPN
easat-3676	285	3	of	of	ADP
easat-3676	285	4	science	science	NOUN
easat-3676	285	5	and	and	CCONJ
easat-3676	285	6	research	research	NOUN
easat-3676	285	7	(	(	PUNCT
easat-3676	285	8	ijsr	ijsr	NOUN
easat-3676	285	9	)	)	PUNCT
easat-3676	285	10	,	,	PUNCT
easat-3676	285	11	13(3	13(3	NUM
easat-3676	285	12	)	)	PUNCT
easat-3676	285	13	,	,	PUNCT
easat-3676	285	14	892–897	892–897	NUM
easat-3676	285	15	.	.	PUNCT
easat-3676	286	1	https://doi.org/10.21275/sr24313021820	https://doi.org/10.21275/sr24313021820	PROPN
easat-3676	287	1	[	[	X
easat-3676	287	2	17	17	NUM
easat-3676	287	3	]	]	X
easat-3676	287	4	polzer	polzer	NOUN
easat-3676	287	5	,	,	PUNCT
easat-3676	287	6	k.	k.	PROPN
easat-3676	287	7	a.	a.	PROPN
easat-3676	287	8	,	,	PUNCT
easat-3676	287	9	zeiringer	zeiringer	NOUN
easat-3676	287	10	,	,	PUNCT
easat-3676	287	11	p.	p.	PROPN
easat-3676	287	12	,	,	PUNCT
easat-3676	287	13	&	&	CCONJ
easat-3676	287	14	thalmann	thalmann	PROPN
easat-3676	287	15	,	,	PUNCT
easat-3676	287	16	s.	s.	PROPN
easat-3676	287	17	(	(	PUNCT
easat-3676	287	18	2023	2023	NUM
easat-3676	287	19	)	)	PUNCT
easat-3676	287	20	.	.	PUNCT
easat-3676	288	1	automl	automl	NOUN
easat-3676	288	2	as	as	ADP
easat-3676	288	3	facilitator	facilitator	NOUN
easat-3676	288	4	of	of	ADP
easat-3676	288	5	ai	ai	ADJ
easat-3676	288	6	adoption	adoption	NOUN
easat-3676	288	7	in	in	ADP
easat-3676	288	8	smes	sme	NOUN
easat-3676	288	9	:	:	PUNCT
easat-3676	288	10	an	an	DET
easat-3676	288	11	analysis	analysis	NOUN
easat-3676	288	12	of	of	ADP
easat-3676	288	13	automl	automl	NOUN
easat-3676	288	14	use	use	NOUN
easat-3676	288	15	cases	case	NOUN
easat-3676	288	16	.	.	PUNCT
easat-3676	289	1	36th	36th	ADJ
easat-3676	289	2	bled	bleed	VERB
easat-3676	289	3	e	e	NOUN
easat-3676	289	4	-	-	NOUN
easat-3676	289	5	conference	conference	NOUN
easat-3676	289	6	–	–	PUNCT
easat-3676	289	7	digital	digital	ADJ
easat-3676	289	8	economy	economy	NOUN
easat-3676	289	9	and	and	CCONJ
easat-3676	289	10	society	society	NOUN
easat-3676	289	11	,	,	PUNCT
easat-3676	289	12	june	june	PROPN
easat-3676	289	13	25	25	NUM
easat-3676	289	14	–	–	PUNCT
easat-3676	289	15	28	28	NUM
easat-3676	289	16	,	,	PUNCT
easat-3676	289	17	2023	2023	NUM
easat-3676	289	18	,	,	PUNCT
easat-3676	289	19	bled	bleed	VERB
easat-3676	289	20	,	,	PUNCT
easat-3676	289	21	slovenia	slovenia	PROPN
easat-3676	289	22	.	.	PUNCT
easat-3676	290	1	https://doi.org/10.18690/um.fov.6.2023.45	https://doi.org/10.18690/um.fov.6.2023.45	PROPN
easat-3676	291	1	[	[	X
easat-3676	291	2	18	18	NUM
easat-3676	291	3	]	]	X
easat-3676	291	4	kabanda	kabanda	PROPN
easat-3676	291	5	,	,	PUNCT
easat-3676	291	6	s.	s.	PROPN
easat-3676	291	7	,	,	PUNCT
easat-3676	291	8	&	&	CCONJ
easat-3676	291	9	brown	brown	PROPN
easat-3676	291	10	,	,	PUNCT
easat-3676	291	11	i.	i.	NOUN
easat-3676	291	12	(	(	PUNCT
easat-3676	291	13	2017	2017	NUM
easat-3676	291	14	)	)	PUNCT
easat-3676	291	15	.	.	PUNCT
easat-3676	292	1	a	a	DET
easat-3676	292	2	structuration	structuration	NOUN
easat-3676	292	3	analysis	analysis	NOUN
easat-3676	292	4	of	of	ADP
easat-3676	292	5	small	small	ADJ
easat-3676	292	6	and	and	CCONJ
easat-3676	292	7	medium	medium	ADJ
easat-3676	292	8	enterprise	enterprise	NOUN
easat-3676	292	9	(	(	PUNCT
easat-3676	292	10	sme	sme	NOUN
easat-3676	292	11	)	)	PUNCT
easat-3676	292	12	adoption	adoption	NOUN
easat-3676	292	13	of	of	ADP
easat-3676	292	14	ecommerce	ecommerce	NOUN
easat-3676	292	15	:	:	PUNCT
easat-3676	292	16	the	the	DET
easat-3676	292	17	case	case	NOUN
easat-3676	292	18	of	of	ADP
easat-3676	292	19	tanzania	tanzania	PROPN
easat-3676	292	20	.	.	PUNCT
easat-3676	293	1	telematics	telematic	NOUN
easat-3676	293	2	and	and	CCONJ
easat-3676	293	3	informatics	informatic	NOUN
easat-3676	293	4	,	,	PUNCT
easat-3676	293	5	34(4	34(4	NUM
easat-3676	293	6	)	)	PUNCT
easat-3676	293	7	,	,	PUNCT
easat-3676	293	8	118–132	118–132	NUM
easat-3676	293	9	.	.	PUNCT
easat-3676	294	1	https://doi.org/10.1016/j.tele.2017.01.002	https://doi.org/10.1016/j.tele.2017.01.002	NOUN
easat-3676	294	2	[	[	X
easat-3676	294	3	19	19	NUM
easat-3676	294	4	]	]	PUNCT
easat-3676	294	5	karmaker	karmaker	NOUN
easat-3676	294	6	,	,	PUNCT
easat-3676	294	7	s.	s.	PROPN
easat-3676	294	8	k.	k.	PROPN
easat-3676	294	9	,	,	PUNCT
easat-3676	294	10	hassan	hassan	PROPN
easat-3676	294	11	,	,	PUNCT
easat-3676	294	12	m.	m.	NOUN
easat-3676	294	13	m.	m.	PROPN
easat-3676	294	14	,	,	PUNCT
easat-3676	294	15	smith	smith	PROPN
easat-3676	294	16	,	,	PUNCT
easat-3676	294	17	m.	m.	PROPN
easat-3676	294	18	j.	j.	PROPN
easat-3676	294	19	,	,	PUNCT
easat-3676	294	20	xu	xu	PROPN
easat-3676	294	21	,	,	PUNCT
easat-3676	294	22	l.	l.	PROPN
easat-3676	294	23	,	,	PUNCT
easat-3676	294	24	zhai	zhai	PROPN
easat-3676	294	25	,	,	PUNCT
easat-3676	294	26	c.	c.	PROPN
easat-3676	294	27	,	,	PUNCT
easat-3676	294	28	&	&	CCONJ
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easat-3676	294	30	,	,	PUNCT
easat-3676	294	31	k.	k.	PROPN
easat-3676	294	32	(	(	PUNCT
easat-3676	294	33	2021	2021	NUM
easat-3676	294	34	)	)	PUNCT
easat-3676	294	35	.	.	PUNCT
easat-3676	295	1	automl	automl	NOUN
easat-3676	295	2	to	to	ADP
easat-3676	295	3	date	date	NOUN
easat-3676	295	4	and	and	CCONJ
easat-3676	295	5	beyond	beyond	ADP
easat-3676	295	6	:	:	PUNCT
easat-3676	295	7	challenges	challenge	NOUN
easat-3676	295	8	and	and	CCONJ
easat-3676	295	9	opportunities	opportunity	NOUN
easat-3676	295	10	.	.	PUNCT
easat-3676	296	1	acm	acm	PROPN
easat-3676	296	2	computing	computing	NOUN
easat-3676	296	3	surveys	survey	NOUN
easat-3676	296	4	,	,	PUNCT
easat-3676	296	5	54(8	54(8	NUM
easat-3676	296	6	)	)	PUNCT
easat-3676	296	7	,	,	PUNCT
easat-3676	296	8	1–36	1–36	PROPN
easat-3676	296	9	.	.	PUNCT
easat-3676	296	10	https://doi.org/10.1145/3470918	https://doi.org/10.1145/3470918	PRON
easat-3676	297	1	[	[	X
easat-3676	297	2	20	20	NUM
easat-3676	297	3	]	]	X
easat-3676	297	4	kou	kou	PROPN
easat-3676	297	5	,	,	PUNCT
easat-3676	297	6	g.	g.	PROPN
easat-3676	297	7	,	,	PUNCT
easat-3676	297	8	xu	xu	PROPN
easat-3676	297	9	,	,	PUNCT
easat-3676	297	10	y.	y.	PROPN
easat-3676	297	11	,	,	PUNCT
easat-3676	297	12	peng	peng	PROPN
easat-3676	297	13	,	,	PUNCT
easat-3676	297	14	y.	y.	PROPN
easat-3676	297	15	,	,	PUNCT
easat-3676	297	16	shen	shen	PROPN
easat-3676	297	17	,	,	PUNCT
easat-3676	297	18	f.	f.	PROPN
easat-3676	297	19	,	,	PUNCT
easat-3676	297	20	chen	chen	PROPN
easat-3676	297	21	,	,	PUNCT
easat-3676	297	22	y.	y.	PROPN
easat-3676	297	23	,	,	PUNCT
easat-3676	297	24	chang	chang	PROPN
easat-3676	297	25	,	,	PUNCT
easat-3676	297	26	k.	k.	PROPN
easat-3676	297	27	,	,	PUNCT
easat-3676	297	28	&	&	CCONJ
easat-3676	297	29	kou	kou	PROPN
easat-3676	297	30	,	,	PUNCT
easat-3676	297	31	s.	s.	PROPN
easat-3676	297	32	(	(	PUNCT
easat-3676	297	33	2021	2021	NUM
easat-3676	297	34	)	)	PUNCT
easat-3676	297	35	.	.	PUNCT
easat-3676	298	1	bankruptcy	bankruptcy	NOUN
easat-3676	298	2	prediction	prediction	NOUN
easat-3676	298	3	for	for	ADP
easat-3676	298	4	smes	sme	NOUN
easat-3676	298	5	using	use	VERB
easat-3676	298	6	transactional	transactional	ADJ
easat-3676	298	7	data	datum	NOUN
easat-3676	298	8	and	and	CCONJ
easat-3676	298	9	two	two	NUM
easat-3676	298	10	-	-	PUNCT
easat-3676	298	11	stage	stage	NOUN
easat-3676	298	12	multi	multi	ADJ
easat-3676	298	13	-	-	ADJ
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easat-3676	298	16	selection	selection	NOUN
easat-3676	298	17	.	.	PUNCT
easat-3676	299	1	decision	decision	NOUN
easat-3676	299	2	support	support	NOUN
easat-3676	299	3	systems	system	NOUN
easat-3676	299	4	,	,	PUNCT
easat-3676	299	5	140	140	NUM
easat-3676	299	6	,	,	PUNCT
easat-3676	299	7	113429	113429	NUM
easat-3676	299	8	.	.	PUNCT
easat-3676	300	1	https://doi.org/10.1016/j.dss.2020.113429	https://doi.org/10.1016/j.dss.2020.113429	PROPN
easat-3676	300	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
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easat-3676	300	4	https://doi.org/10.1016/s0305-750x(99)00081-9	https://doi.org/10.1016/s0305-750x(99)00081-9	NUM
easat-3676	300	5	https://doi.org/10.1016/j.indmarman.2021.09.003	https://doi.org/10.1016/j.indmarman.2021.09.003	NOUN
easat-3676	300	6	https://doi.org/10.1201/9781003200857-2	https://doi.org/10.1201/9781003200857-2	NOUN
easat-3676	300	7	https://doi.org/10.1016/j.ifacol.2021.08.082	https://doi.org/10.1016/j.ifacol.2021.08.082	PROPN
easat-3676	300	8	https://doi.org/10.1111/jpim.12021	https://doi.org/10.1111/jpim.12021	NOUN
easat-3676	300	9	https://doi.org/10.1016/j.cie.2022.108058	https://doi.org/10.1016/j.cie.2022.108058	PROPN
easat-3676	300	10	https://doi.org/10.1016/j.procs.2022.12.382	https://doi.org/10.1016/j.procs.2022.12.382	NUM
easat-3676	300	11	https://doi.org/10.4018/978-1-7998-6985-6.ch005	https://doi.org/10.4018/978-1-7998-6985-6.ch005	VERB
easat-3676	300	12	https://doi.org/10.1787/825bd8a8-en	https://doi.org/10.1787/825bd8a8-en	VERB
easat-3676	300	13	https://doi.org/10.1787/825bd8a8-en	https://doi.org/10.1787/825bd8a8-en	VERB
easat-3676	300	14	https://doi.org/10.1016/j.techsoc.2023.102351	https://doi.org/10.1016/j.techsoc.2023.102351	PROPN
easat-3676	300	15	https://doi.org/10.31410/limen.s.p.2021.27	https://doi.org/10.31410/limen.s.p.2021.27	PUNCT
easat-3676	300	16	https://doi.org/10.1109/ictai53825.2021.9673153	https://doi.org/10.1109/ictai53825.2021.9673153	PROPN
easat-3676	300	17	https://doi.org/10.1016/j.jmsy.2020.08.009	https://doi.org/10.1016/j.jmsy.2020.08.009	NUM
easat-3676	300	18	https://doi.org/10.2139/ssrn.4390485	https://doi.org/10.2139/ssrn.4390485	PROPN
easat-3676	300	19	https://doi.org/10.21275/sr24313021820	https://doi.org/10.21275/sr24313021820	X
easat-3676	300	20	https://doi.org/10.18690/um.fov.6.2023.45	https://doi.org/10.18690/um.fov.6.2023.45	ADJ
easat-3676	300	21	https://doi.org/10.1016/j.tele.2017.01.002	https://doi.org/10.1016/j.tele.2017.01.002	NOUN
easat-3676	300	22	https://doi.org/10.1145/3470918	https://doi.org/10.1145/3470918	PROPN
easat-3676	300	23	https://doi.org/10.1016/j.dss.2020.113429	https://doi.org/10.1016/j.dss.2020.113429	PROPN
easat-3676	300	24	7685	7685	NUM
easat-3676	300	25	edelweiss	edelweiss	PROPN
easat-3676	300	26	applied	apply	VERB
easat-3676	300	27	science	science	NOUN
easat-3676	300	28	and	and	CCONJ
easat-3676	300	29	technology	technology	NOUN
easat-3676	300	30	issn	issn	PROPN
easat-3676	300	31	:	:	PUNCT
easat-3676	300	32	2576	2576	NUM
easat-3676	300	33	-	-	SYM
easat-3676	300	34	8484	8484	NUM
easat-3676	300	35	vol	vol	NOUN
easat-3676	300	36	.	.	PROPN
easat-3676	300	37	8	8	NUM
easat-3676	300	38	,	,	PUNCT
easat-3676	300	39	no	no	INTJ
easat-3676	300	40	.	.	NOUN
easat-3676	300	41	6	6	NUM
easat-3676	300	42	:	:	SYM
easat-3676	300	43	7675	7675	NUM
easat-3676	300	44	-	-	SYM
easat-3676	300	45	7685	7685	NUM
easat-3676	300	46	,	,	PUNCT
easat-3676	300	47	2024	2024	NUM
easat-3676	300	48	doi	doi	NOUN
easat-3676	300	49	:	:	PUNCT
easat-3676	300	50	10.55214/25768484.v8i6.3676	10.55214/25768484.v8i6.3676	NUM
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easat-3676	300	52	2024	2024	NUM
easat-3676	300	53	by	by	ADP
easat-3676	300	54	the	the	DET
easat-3676	300	55	authors	author	NOUN
easat-3676	300	56	;	;	PUNCT
easat-3676	300	57	licensee	licensee	PROPN
easat-3676	300	58	learning	learning	NOUN
easat-3676	300	59	gate	gate	NOUN
easat-3676	301	1	[	[	X
easat-3676	301	2	21	21	NUM
easat-3676	301	3	]	]	X
easat-3676	301	4	lada	lada	PROPN
easat-3676	301	5	,	,	PUNCT
easat-3676	301	6	s.	s.	PROPN
easat-3676	301	7	,	,	PUNCT
easat-3676	301	8	chekima	chekima	PROPN
easat-3676	301	9	,	,	PUNCT
easat-3676	301	10	b.	b.	PROPN
easat-3676	301	11	,	,	PUNCT
easat-3676	301	12	karim	karim	PROPN
easat-3676	301	13	,	,	PUNCT
easat-3676	301	14	m.	m.	PROPN
easat-3676	301	15	r.	r.	PROPN
easat-3676	301	16	,	,	PUNCT
easat-3676	301	17	fabeil	fabeil	PROPN
easat-3676	301	18	,	,	PUNCT
easat-3676	301	19	n.	n.	PROPN
easat-3676	301	20	f.	f.	PROPN
easat-3676	301	21	,	,	PUNCT
easat-3676	301	22	ayub	ayub	PROPN
easat-3676	301	23	,	,	PUNCT
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easat-3676	301	25	s.	s.	PROPN
easat-3676	301	26	,	,	PUNCT
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easat-3676	301	28	,	,	PUNCT
easat-3676	301	29	s.	s.	PROPN
easat-3676	301	30	m.	m.	PROPN
easat-3676	301	31	,	,	PUNCT
easat-3676	301	32	ansar	ansar	PROPN
easat-3676	301	33	,	,	PUNCT
easat-3676	301	34	r.	r.	PROPN
easat-3676	301	35	,	,	PUNCT
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easat-3676	301	37	,	,	PUNCT
easat-3676	301	38	m.	m.	NOUN
easat-3676	301	39	,	,	PUNCT
easat-3676	301	40	fook	fook	NOUN
easat-3676	301	41	,	,	PUNCT
easat-3676	301	42	l.	l.	PROPN
easat-3676	301	43	m.	m.	PROPN
easat-3676	301	44	,	,	PUNCT
easat-3676	301	45	&	&	CCONJ
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easat-3676	301	48	h.	h.	PROPN
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easat-3676	301	51	2023	2023	NUM
easat-3676	301	52	)	)	PUNCT
easat-3676	301	53	.	.	PUNCT
easat-3676	302	1	determining	determine	VERB
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easat-3676	302	3	related	relate	VERB
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easat-3676	302	5	artificial	artificial	ADJ
easat-3676	302	6	intelligence	intelligence	NOUN
easat-3676	302	7	(	(	PUNCT
easat-3676	302	8	ai	ai	NOUN
easat-3676	302	9	)	)	PUNCT
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easat-3676	302	14	small	small	ADJ
easat-3676	302	15	and	and	CCONJ
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easat-3676	302	17	-	-	PUNCT
easat-3676	302	18	sized	sized	ADJ
easat-3676	302	19	businesses	business	NOUN
easat-3676	302	20	.	.	PUNCT
easat-3676	303	1	journal	journal	NOUN
easat-3676	303	2	of	of	ADP
easat-3676	303	3	open	open	ADJ
easat-3676	303	4	innovation	innovation	NOUN
easat-3676	303	5	:	:	PUNCT
easat-3676	303	6	technology	technology	NOUN
easat-3676	303	7	,	,	PUNCT
easat-3676	303	8	market	market	NOUN
easat-3676	303	9	,	,	PUNCT
easat-3676	303	10	and	and	CCONJ
easat-3676	303	11	complexity	complexity	NOUN
easat-3676	303	12	,	,	PUNCT
easat-3676	303	13	9(4	9(4	NUM
easat-3676	303	14	)	)	PUNCT
easat-3676	303	15	,	,	PUNCT
easat-3676	303	16	100144	100144	NUM
easat-3676	303	17	.	.	PUNCT
easat-3676	304	1	https://doi.org/10.1016/j.joitmc.2023.100144	https://doi.org/10.1016/j.joitmc.2023.100144	PROPN
easat-3676	304	2	[	[	X
easat-3676	304	3	22	22	NUM
easat-3676	304	4	]	]	X
easat-3676	304	5	jaychandran	jaychandran	PROPN
easat-3676	304	6	,	,	PUNCT
easat-3676	304	7	r.	r.	PROPN
easat-3676	304	8	,	,	PUNCT
easat-3676	304	9	&	&	CCONJ
easat-3676	304	10	shilla	shilla	PROPN
easat-3676	304	11	,	,	PUNCT
easat-3676	304	12	s.	s.	PROPN
easat-3676	304	13	k.	k.	PROPN
easat-3676	304	14	(	(	PUNCT
easat-3676	304	15	2024	2024	NUM
easat-3676	304	16	)	)	PUNCT
easat-3676	304	17	.	.	PUNCT
easat-3676	305	1	study	study	NOUN
easat-3676	305	2	of	of	ADP
easat-3676	305	3	challenges	challenge	NOUN
easat-3676	305	4	and	and	CCONJ
easat-3676	305	5	opportunities	opportunity	NOUN
easat-3676	305	6	that	that	PRON
easat-3676	305	7	smes	sme	NOUN
easat-3676	305	8	encounter	encounter	VERB
easat-3676	305	9	in	in	ADP
easat-3676	305	10	integrating	integrate	VERB
easat-3676	305	11	aidriven	aidriven	ADJ
easat-3676	305	12	approaches	approach	NOUN
easat-3676	305	13	into	into	ADP
easat-3676	305	14	their	their	PRON
easat-3676	305	15	marketing	marketing	NOUN
easat-3676	305	16	strategies	strategy	NOUN
easat-3676	305	17	in	in	ADP
easat-3676	305	18	the	the	DET
easat-3676	305	19	indian	indian	ADJ
easat-3676	305	20	context	context	NOUN
easat-3676	305	21	.	.	PUNCT
easat-3676	306	1	international	international	ADJ
easat-3676	306	2	journal	journal	NOUN
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easat-3676	306	4	advanced	advanced	ADJ
easat-3676	306	5	research	research	NOUN
easat-3676	306	6	in	in	ADP
easat-3676	306	7	science	science	NOUN
easat-3676	306	8	,	,	PUNCT
easat-3676	306	9	communication	communication	NOUN
easat-3676	306	10	and	and	CCONJ
easat-3676	306	11	technology	technology	NOUN
easat-3676	306	12	,	,	PUNCT
easat-3676	306	13	75–86	75–86	NUM
easat-3676	306	14	.	.	PUNCT
easat-3676	307	1	https://doi.org/10.48175/ijarsct16813	https://doi.org/10.48175/ijarsct16813	NOUN
easat-3676	308	1	[	[	X
easat-3676	308	2	23	23	NUM
easat-3676	308	3	]	]	X
easat-3676	308	4	na	na	NOUN
easat-3676	308	5	,	,	PUNCT
easat-3676	308	6	s.	s.	PROPN
easat-3676	308	7	,	,	PUNCT
easat-3676	308	8	heo	heo	PROPN
easat-3676	308	9	,	,	PUNCT
easat-3676	308	10	s.	s.	PROPN
easat-3676	308	11	,	,	PUNCT
easat-3676	308	12	choi	choi	PROPN
easat-3676	308	13	,	,	PUNCT
easat-3676	308	14	w.	w.	PROPN
easat-3676	308	15	,	,	PUNCT
easat-3676	308	16	han	han	PROPN
easat-3676	308	17	,	,	PUNCT
easat-3676	308	18	s.	s.	PROPN
easat-3676	308	19	,	,	PUNCT
easat-3676	308	20	&	&	CCONJ
easat-3676	308	21	kim	kim	PROPN
easat-3676	308	22	,	,	PUNCT
easat-3676	308	23	c.	c.	PROPN
easat-3676	308	24	(	(	PUNCT
easat-3676	308	25	2023	2023	NUM
easat-3676	308	26	)	)	PUNCT
easat-3676	308	27	.	.	PUNCT
easat-3676	309	1	firm	firm	ADJ
easat-3676	309	2	size	size	NOUN
easat-3676	309	3	and	and	CCONJ
easat-3676	309	4	artificial	artificial	ADJ
easat-3676	309	5	intelligence	intelligence	NOUN
easat-3676	309	6	(	(	PUNCT
easat-3676	309	7	ai)-based	ai)-base	VERB
easat-3676	309	8	technology	technology	NOUN
easat-3676	309	9	adoption	adoption	NOUN
easat-3676	309	10	:	:	PUNCT
easat-3676	309	11	the	the	DET
easat-3676	309	12	role	role	NOUN
easat-3676	309	13	of	of	ADP
easat-3676	309	14	corporate	corporate	ADJ
easat-3676	309	15	size	size	NOUN
easat-3676	309	16	in	in	ADP
easat-3676	309	17	south	south	ADJ
easat-3676	309	18	korean	korean	ADJ
easat-3676	309	19	construction	construction	NOUN
easat-3676	309	20	companies	company	NOUN
easat-3676	309	21	.	.	PUNCT
easat-3676	310	1	buildings	building	NOUN
easat-3676	310	2	,	,	PUNCT
easat-3676	310	3	13(4	13(4	NUM
easat-3676	310	4	)	)	PUNCT
easat-3676	310	5	,	,	PUNCT
easat-3676	310	6	1066	1066	NUM
easat-3676	310	7	.	.	PUNCT
easat-3676	311	1	https://doi.org/10.3390/buildings13041066	https://doi.org/10.3390/buildings13041066	PROPN
easat-3676	312	1	[	[	X
easat-3676	312	2	24	24	NUM
easat-3676	312	3	]	]	PUNCT
easat-3676	312	4	nguyen	nguyen	NOUN
easat-3676	312	5	,	,	PUNCT
easat-3676	312	6	n.	n.	PROPN
easat-3676	312	7	p.	p.	PROPN
easat-3676	312	8	(	(	PUNCT
easat-3676	312	9	2016	2016	NUM
easat-3676	312	10	)	)	PUNCT
easat-3676	312	11	.	.	PUNCT
easat-3676	313	1	building	build	VERB
easat-3676	313	2	inter	inter	ADJ
easat-3676	313	3	-	-	ADJ
easat-3676	313	4	firm	firm	ADJ
easat-3676	313	5	collaboration	collaboration	NOUN
easat-3676	313	6	evidence	evidence	NOUN
easat-3676	313	7	from	from	ADP
easat-3676	313	8	vietnamese	vietnamese	ADJ
easat-3676	313	9	smes	sme	NOUN
easat-3676	313	10	in	in	ADP
easat-3676	313	11	tourism	tourism	NOUN
easat-3676	313	12	sector	sector	NOUN
easat-3676	313	13	.	.	PUNCT
easat-3676	314	1	archives	archive	NOUN
easat-3676	314	2	of	of	ADP
easat-3676	314	3	business	business	NOUN
easat-3676	314	4	research	research	NOUN
easat-3676	314	5	,	,	PUNCT
easat-3676	314	6	4(2	4(2	NUM
easat-3676	314	7	)	)	PUNCT
easat-3676	314	8	.	.	PUNCT
easat-3676	315	1	https://doi.org/10.14738/abr.42.1967	https://doi.org/10.14738/abr.42.1967	PROPN
easat-3676	316	1	[	[	X
easat-3676	316	2	25	25	NUM
easat-3676	316	3	]	]	PUNCT
easat-3676	316	4	nurfitri	nurfitri	PROPN
easat-3676	316	5	,	,	PUNCT
easat-3676	316	6	a.	a.	PROPN
easat-3676	316	7	r.	r.	PROPN
easat-3676	316	8	(	(	PUNCT
easat-3676	316	9	2020	2020	NUM
easat-3676	316	10	)	)	PUNCT
easat-3676	316	11	.	.	PUNCT
easat-3676	317	1	adoption	adoption	NOUN
easat-3676	317	2	of	of	ADP
easat-3676	317	3	information	information	NOUN
easat-3676	317	4	and	and	CCONJ
easat-3676	317	5	communication	communication	NOUN
easat-3676	317	6	technology	technology	NOUN
easat-3676	317	7	in	in	ADP
easat-3676	317	8	small	small	ADJ
easat-3676	317	9	businesses	business	NOUN
easat-3676	317	10	.	.	PUNCT
easat-3676	318	1	journal	journal	NOUN
easat-3676	318	2	of	of	ADP
easat-3676	318	3	advanced	advanced	ADJ
easat-3676	318	4	research	research	NOUN
easat-3676	318	5	in	in	ADP
easat-3676	318	6	dynamical	dynamical	ADJ
easat-3676	318	7	and	and	CCONJ
easat-3676	318	8	control	control	NOUN
easat-3676	318	9	systems	system	NOUN
easat-3676	318	10	,	,	PUNCT
easat-3676	318	11	12(3	12(3	NUM
easat-3676	318	12	)	)	PUNCT
easat-3676	318	13	,	,	PUNCT
easat-3676	318	14	659–663	659–663	NUM
easat-3676	318	15	.	.	PUNCT
easat-3676	319	1	https://doi.org/10.5373/jardcs/v12i3/20201930	https://doi.org/10.5373/jardcs/v12i3/20201930	X
easat-3676	320	1	[	[	X
easat-3676	320	2	26	26	NUM
easat-3676	320	3	]	]	X
easat-3676	320	4	larsen	larsen	PROPN
easat-3676	320	5	,	,	PUNCT
easat-3676	320	6	k.	k.	PROPN
easat-3676	320	7	r.	r.	PROPN
easat-3676	320	8	,	,	PUNCT
easat-3676	320	9	&	&	CCONJ
easat-3676	320	10	becker	becker	PROPN
easat-3676	320	11	,	,	PUNCT
easat-3676	320	12	d.	d.	PROPN
easat-3676	320	13	s.	s.	PROPN
easat-3676	320	14	(	(	PUNCT
easat-3676	320	15	2021	2021	NUM
easat-3676	320	16	)	)	PUNCT
easat-3676	320	17	.	.	PUNCT
easat-3676	321	1	automated	automate	VERB
easat-3676	321	2	machine	machine	NOUN
easat-3676	321	3	learning	learning	NOUN
easat-3676	321	4	for	for	ADP
easat-3676	321	5	business	business	NOUN
easat-3676	321	6	.	.	PUNCT
easat-3676	322	1	https://doi.org/10.1093/oso/9780190941659.001.0001	https://doi.org/10.1093/oso/9780190941659.001.0001	VERB
easat-3676	323	1	[	[	X
easat-3676	323	2	27	27	NUM
easat-3676	323	3	]	]	PUNCT
easat-3676	323	4	raghavendran	raghavendran	NOUN
easat-3676	323	5	,	,	PUNCT
easat-3676	323	6	k.	k.	PROPN
easat-3676	323	7	r.	r.	PROPN
easat-3676	323	8	,	,	PUNCT
easat-3676	323	9	&	&	CCONJ
easat-3676	323	10	elragal	elragal	ADJ
easat-3676	323	11	,	,	PUNCT
easat-3676	323	12	a.	a.	NOUN
easat-3676	323	13	(	(	PUNCT
easat-3676	323	14	2023	2023	NUM
easat-3676	323	15	)	)	PUNCT
easat-3676	323	16	.	.	PUNCT
easat-3676	324	1	low	low	ADJ
easat-3676	324	2	-	-	PUNCT
easat-3676	324	3	code	code	NOUN
easat-3676	324	4	machine	machine	NOUN
easat-3676	324	5	learning	learning	NOUN
easat-3676	324	6	platforms	platform	NOUN
easat-3676	324	7	:	:	PUNCT
easat-3676	324	8	a	a	DET
easat-3676	324	9	fastlane	fastlane	NOUN
easat-3676	324	10	to	to	ADP
easat-3676	324	11	digitalization	digitalization	NOUN
easat-3676	324	12	.	.	PUNCT
easat-3676	325	1	https://doi.org/10.20944/preprints202305.1238.v1	https://doi.org/10.20944/preprints202305.1238.v1	PROPN
easat-3676	326	1	[	[	X
easat-3676	326	2	28	28	NUM
easat-3676	326	3	]	]	X
easat-3676	326	4	ramdani	ramdani	PROPN
easat-3676	326	5	,	,	PUNCT
easat-3676	326	6	b.	b.	PROPN
easat-3676	326	7	,	,	PUNCT
easat-3676	326	8	raja	raja	PROPN
easat-3676	326	9	,	,	PUNCT
easat-3676	326	10	s.	s.	PROPN
easat-3676	326	11	,	,	PUNCT
easat-3676	326	12	&	&	CCONJ
easat-3676	326	13	kayumova	kayumova	PROPN
easat-3676	326	14	,	,	PUNCT
easat-3676	326	15	m.	m.	NOUN
easat-3676	326	16	(	(	PUNCT
easat-3676	326	17	2021	2021	NUM
easat-3676	326	18	)	)	PUNCT
easat-3676	326	19	.	.	PUNCT
easat-3676	327	1	digital	digital	ADJ
easat-3676	327	2	innovation	innovation	NOUN
easat-3676	327	3	in	in	ADP
easat-3676	327	4	smes	sme	NOUN
easat-3676	327	5	:	:	PUNCT
easat-3676	327	6	a	a	DET
easat-3676	327	7	systematic	systematic	ADJ
easat-3676	327	8	review	review	NOUN
easat-3676	327	9	,	,	PUNCT
easat-3676	327	10	synthesis	synthesis	NOUN
easat-3676	327	11	,	,	PUNCT
easat-3676	327	12	and	and	CCONJ
easat-3676	327	13	research	research	NOUN
easat-3676	327	14	agenda	agenda	NOUN
easat-3676	327	15	.	.	PUNCT
easat-3676	328	1	information	information	NOUN
easat-3676	328	2	technology	technology	NOUN
easat-3676	328	3	for	for	ADP
easat-3676	328	4	development	development	NOUN
easat-3676	328	5	,	,	PUNCT
easat-3676	328	6	28(1	28(1	NOUN
easat-3676	328	7	)	)	PUNCT
easat-3676	328	8	,	,	PUNCT
easat-3676	328	9	56–80	56–80	PROPN
easat-3676	328	10	.	.	PUNCT
easat-3676	329	1	https://doi.org/10.1080/02681102.2021.1893148	https://doi.org/10.1080/02681102.2021.1893148	PROPN
easat-3676	330	1	[	[	X
easat-3676	330	2	29	29	NUM
easat-3676	330	3	]	]	SYM
easat-3676	330	4	raza	raza	PROPN
easat-3676	330	5	,	,	PUNCT
easat-3676	330	6	s.	s.	PROPN
easat-3676	330	7	s.	s.	PROPN
easat-3676	330	8	(	(	PUNCT
easat-3676	330	9	2023	2023	NUM
easat-3676	330	10	)	)	PUNCT
easat-3676	330	11	.	.	PUNCT
easat-3676	331	1	exploring	explore	VERB
easat-3676	331	2	the	the	DET
easat-3676	331	3	conceptual	conceptual	ADJ
easat-3676	331	4	realm	realm	NOUN
easat-3676	331	5	of	of	ADP
easat-3676	331	6	machine	machine	NOUN
easat-3676	331	7	learning	learn	VERB
easat-3676	331	8	in	in	ADP
easat-3676	331	9	small	small	ADJ
easat-3676	331	10	and	and	CCONJ
easat-3676	331	11	medium	medium	ADJ
easat-3676	331	12	-	-	PUNCT
easat-3676	331	13	sized	sized	ADJ
easat-3676	331	14	industries	industry	NOUN
easat-3676	331	15	:	:	PUNCT
easat-3676	331	16	a	a	DET
easat-3676	331	17	qualitative	qualitative	ADJ
easat-3676	331	18	study	study	NOUN
easat-3676	331	19	.	.	PUNCT
easat-3676	332	1	ushus	ushus	PROPN
easat-3676	332	2	journal	journal	PROPN
easat-3676	332	3	of	of	ADP
easat-3676	332	4	business	business	NOUN
easat-3676	332	5	management	management	NOUN
easat-3676	332	6	,	,	PUNCT
easat-3676	332	7	22(4	22(4	NUM
easat-3676	332	8	)	)	PUNCT
easat-3676	332	9	,	,	PUNCT
easat-3676	332	10	1–13	1–13	NOUN
easat-3676	332	11	.	.	PUNCT
easat-3676	333	1	https://doi.org/10.12725/ujbm.65.1	https://doi.org/10.12725/ujbm.65.1	PROPN
easat-3676	333	2	[	[	X
easat-3676	333	3	30	30	NUM
easat-3676	333	4	]	]	PUNCT
easat-3676	333	5	selamat	selamat	NOUN
easat-3676	333	6	,	,	PUNCT
easat-3676	333	7	m.	m.	NOUN
easat-3676	333	8	a.	a.	PROPN
easat-3676	333	9	,	,	PUNCT
easat-3676	333	10	&	&	CCONJ
easat-3676	333	11	windasari	windasari	X
easat-3676	333	12	,	,	PUNCT
easat-3676	333	13	n.	n.	NOUN
easat-3676	333	14	a.	a.	NOUN
easat-3676	333	15	(	(	PUNCT
easat-3676	333	16	2021	2021	NUM
easat-3676	333	17	)	)	PUNCT
easat-3676	333	18	.	.	PUNCT
easat-3676	334	1	chatbot	chatbot	NOUN
easat-3676	334	2	for	for	ADP
easat-3676	334	3	smes	sme	NOUN
easat-3676	334	4	:	:	PUNCT
easat-3676	334	5	integrating	integrate	VERB
easat-3676	334	6	customer	customer	NOUN
easat-3676	334	7	and	and	CCONJ
easat-3676	334	8	business	business	NOUN
easat-3676	334	9	owner	owner	NOUN
easat-3676	334	10	perspectives	perspective	NOUN
easat-3676	334	11	.	.	PUNCT
easat-3676	335	1	technology	technology	NOUN
easat-3676	335	2	in	in	ADP
easat-3676	335	3	society	society	NOUN
easat-3676	335	4	,	,	PUNCT
easat-3676	335	5	66	66	NUM
easat-3676	335	6	,	,	PUNCT
easat-3676	335	7	101685	101685	NUM
easat-3676	335	8	.	.	PUNCT
easat-3676	336	1	https://doi.org/10.1016/j.techsoc.2021.101685	https://doi.org/10.1016/j.techsoc.2021.101685	PROPN
easat-3676	336	2	[	[	X
easat-3676	336	3	31	31	NUM
easat-3676	336	4	]	]	X
easat-3676	336	5	stoica	stoica	PROPN
easat-3676	336	6	,	,	PUNCT
easat-3676	336	7	f.	f.	PROPN
easat-3676	336	8	,	,	PUNCT
easat-3676	336	9	&	&	CCONJ
easat-3676	336	10	stoica	stoica	PROPN
easat-3676	336	11	,	,	PUNCT
easat-3676	336	12	l.	l.	PROPN
easat-3676	336	13	f.	f.	PROPN
easat-3676	336	14	(	(	PUNCT
easat-3676	336	15	2024	2024	NUM
easat-3676	336	16	)	)	PUNCT
easat-3676	336	17	.	.	PUNCT
easat-3676	337	1	automl	automl	NOUN
easat-3676	337	2	insights	insight	NOUN
easat-3676	337	3	:	:	PUNCT
easat-3676	337	4	gaining	gain	VERB
easat-3676	337	5	confidence	confidence	NOUN
easat-3676	337	6	to	to	PART
easat-3676	337	7	operationalize	operationalize	VERB
easat-3676	337	8	predictive	predictive	ADJ
easat-3676	337	9	models	model	NOUN
easat-3676	337	10	.	.	PUNCT
easat-3676	338	1	the	the	DET
easat-3676	338	2	new	new	ADJ
easat-3676	338	3	era	era	NOUN
easat-3676	338	4	of	of	ADP
easat-3676	338	5	business	business	NOUN
easat-3676	338	6	intelligence	intelligence	NOUN
easat-3676	338	7	[	[	X
easat-3676	338	8	working	work	VERB
easat-3676	338	9	title	title	NOUN
easat-3676	338	10	]	]	X
easat-3676	338	11	.	.	PUNCT
easat-3676	339	1	https://doi.org/10.5772/intechopen.1004861	https://doi.org/10.5772/intechopen.1004861	NOUN
easat-3676	340	1	[	[	X
easat-3676	340	2	32	32	NUM
easat-3676	340	3	]	]	PUNCT
easat-3676	340	4	structure	structure	NOUN
easat-3676	340	5	and	and	CCONJ
easat-3676	340	6	performance	performance	NOUN
easat-3676	340	7	of	of	ADP
easat-3676	340	8	the	the	DET
easat-3676	340	9	sme	sme	NOUN
easat-3676	340	10	sector	sector	NOUN
easat-3676	340	11	in	in	ADP
easat-3676	340	12	germany	germany	PROPN
easat-3676	340	13	.	.	PUNCT
easat-3676	341	1	(	(	PUNCT
easat-3676	341	2	2019a	2019a	NUM
easat-3676	341	3	)	)	PUNCT
easat-3676	341	4	.	.	PUNCT
easat-3676	342	1	oecd	oecd	PROPN
easat-3676	342	2	sme	sme	PROPN
easat-3676	342	3	and	and	CCONJ
easat-3676	342	4	entrepreneurship	entrepreneurship	NOUN
easat-3676	342	5	outlook	outlook	NOUN
easat-3676	342	6	2019	2019	NUM
easat-3676	342	7	.	.	PUNCT
easat-3676	343	1	https://doi.org/10.1787/aa7182e3-en	https://doi.org/10.1787/aa7182e3-en	VERB
easat-3676	343	2	[	[	NOUN
easat-3676	343	3	33	33	NUM
easat-3676	343	4	]	]	PUNCT
easat-3676	343	5	structure	structure	NOUN
easat-3676	343	6	and	and	CCONJ
easat-3676	343	7	performance	performance	NOUN
easat-3676	343	8	of	of	ADP
easat-3676	343	9	the	the	DET
easat-3676	343	10	sme	sme	NOUN
easat-3676	343	11	sector	sector	NOUN
easat-3676	343	12	in	in	ADP
easat-3676	343	13	turkey	turkey	NOUN
easat-3676	343	14	.	.	PUNCT
easat-3676	344	1	(	(	PUNCT
easat-3676	344	2	2019b	2019b	NUM
easat-3676	344	3	)	)	PUNCT
easat-3676	344	4	.	.	PUNCT
easat-3676	345	1	oecd	oecd	PROPN
easat-3676	345	2	sme	sme	PROPN
easat-3676	345	3	and	and	CCONJ
easat-3676	345	4	entrepreneurship	entrepreneurship	NOUN
easat-3676	345	5	outlook	outlook	NOUN
easat-3676	345	6	2019	2019	NUM
easat-3676	345	7	.	.	PUNCT
easat-3676	346	1	https://doi.org/10.1787/009b6919-en	https://doi.org/10.1787/009b6919-en	PROPN
easat-3676	347	1	[	[	X
easat-3676	347	2	34	34	NUM
easat-3676	347	3	]	]	X
easat-3676	347	4	tushar	tushar	PROPN
easat-3676	347	5	,	,	PUNCT
easat-3676	347	6	h.	h.	PROPN
easat-3676	347	7	,	,	PUNCT
easat-3676	347	8	sooraksa	sooraksa	PROPN
easat-3676	347	9	,	,	PUNCT
easat-3676	347	10	n.	n.	NOUN
easat-3676	347	11	,	,	PUNCT
easat-3676	347	12	waliullah	waliullah	PROPN
easat-3676	347	13	,	,	PUNCT
easat-3676	347	14	s.	s.	PROPN
easat-3676	347	15	s.	s.	PROPN
easat-3676	347	16	,	,	PUNCT
easat-3676	347	17	&	&	CCONJ
easat-3676	347	18	iftakhar	iftakhar	PROPN
easat-3676	347	19	,	,	PUNCT
easat-3676	347	20	n.	n.	PROPN
easat-3676	347	21	(	(	PUNCT
easat-3676	347	22	2024	2024	NUM
easat-3676	347	23	)	)	PUNCT
easat-3676	347	24	.	.	PUNCT
easat-3676	348	1	opportunities	opportunity	NOUN
easat-3676	348	2	,	,	PUNCT
easat-3676	348	3	enablers	enabler	NOUN
easat-3676	348	4	,	,	PUNCT
easat-3676	348	5	and	and	CCONJ
easat-3676	348	6	challenges	challenge	NOUN
easat-3676	348	7	of	of	ADP
easat-3676	348	8	smart	smart	ADJ
easat-3676	348	9	technologies	technology	NOUN
easat-3676	348	10	and	and	CCONJ
easat-3676	348	11	ai	ai	VERB
easat-3676	348	12	adoption	adoption	NOUN
easat-3676	348	13	in	in	ADP
easat-3676	348	14	smes	sme	NOUN
easat-3676	348	15	.	.	PUNCT
easat-3676	349	1	utilizing	utilize	VERB
easat-3676	349	2	ai	ai	VERB
easat-3676	349	3	and	and	CCONJ
easat-3676	349	4	smart	smart	ADJ
easat-3676	349	5	technology	technology	NOUN
easat-3676	349	6	to	to	PART
easat-3676	349	7	improve	improve	VERB
easat-3676	349	8	sustainability	sustainability	NOUN
easat-3676	349	9	in	in	ADP
easat-3676	349	10	entrepreneurship	entrepreneurship	NOUN
easat-3676	349	11	,	,	PUNCT
easat-3676	349	12	194–210	194–210	NUM
easat-3676	349	13	.	.	PUNCT
easat-3676	350	1	https://doi.org/10.4018/979-8-3693-1842-3.ch013	https://doi.org/10.4018/979-8-3693-1842-3.ch013	PROPN
easat-3676	351	1	[	[	X
easat-3676	351	2	35	35	NUM
easat-3676	351	3	]	]	PUNCT
easat-3676	351	4	ulrich	ulrich	PROPN
easat-3676	351	5	,	,	PUNCT
easat-3676	351	6	p.	p.	PROPN
easat-3676	351	7	,	,	PUNCT
easat-3676	351	8	frank	frank	PROPN
easat-3676	351	9	,	,	PUNCT
easat-3676	351	10	v.	v.	PROPN
easat-3676	351	11	,	,	PUNCT
easat-3676	351	12	&	&	CCONJ
easat-3676	351	13	kratt	kratt	PROPN
easat-3676	351	14	,	,	PUNCT
easat-3676	351	15	m.	m.	NOUN
easat-3676	351	16	(	(	PUNCT
easat-3676	351	17	2021	2021	NUM
easat-3676	351	18	)	)	PUNCT
easat-3676	351	19	.	.	PUNCT
easat-3676	352	1	adoption	adoption	NOUN
easat-3676	352	2	of	of	ADP
easat-3676	352	3	artificial	artificial	ADJ
easat-3676	352	4	intelligence	intelligence	NOUN
easat-3676	352	5	technologies	technology	NOUN
easat-3676	352	6	in	in	ADP
easat-3676	352	7	german	german	ADJ
easat-3676	352	8	smes	sme	NOUN
easat-3676	352	9	—	—	PUNCT
easat-3676	352	10	results	result	VERB
easat-3676	352	11	from	from	ADP
easat-3676	352	12	an	an	DET
easat-3676	352	13	empirical	empirical	ADJ
easat-3676	352	14	study	study	NOUN
easat-3676	352	15	.	.	PUNCT
easat-3676	353	1	corporate	corporate	ADJ
easat-3676	353	2	governance	governance	NOUN
easat-3676	353	3	:	:	PUNCT
easat-3676	353	4	a	a	DET
easat-3676	353	5	search	search	NOUN
easat-3676	353	6	for	for	ADP
easat-3676	353	7	emerging	emerge	VERB
easat-3676	353	8	trends	trend	NOUN
easat-3676	353	9	in	in	ADP
easat-3676	353	10	pandemic	pandemic	ADJ
easat-3676	353	11	times	time	NOUN
easat-3676	353	12	.	.	PUNCT
easat-3676	354	1	https://doi.org/10.22495/cgsetpt13	https://doi.org/10.22495/cgsetpt13	PROPN
easat-3676	354	2	[	[	X
easat-3676	354	3	36	36	NUM
easat-3676	354	4	]	]	X
easat-3676	354	5	walcott	walcott	PROPN
easat-3676	354	6	,	,	PUNCT
easat-3676	354	7	t.	t.	PROPN
easat-3676	354	8	h.	h.	PROPN
easat-3676	354	9	,	,	PUNCT
easat-3676	354	10	&	&	CCONJ
easat-3676	354	11	ali	ali	PROPN
easat-3676	354	12	,	,	PUNCT
easat-3676	354	13	m.	m.	NOUN
easat-3676	354	14	(	(	PUNCT
easat-3676	354	15	2021	2021	NUM
easat-3676	354	16	)	)	PUNCT
easat-3676	354	17	.	.	PUNCT
easat-3676	355	1	machine	machine	NOUN
easat-3676	355	2	learning	learn	VERB
easat-3676	355	3	for	for	ADP
easat-3676	355	4	smaller	small	ADJ
easat-3676	355	5	firms	firm	NOUN
easat-3676	355	6	:	:	PUNCT
easat-3676	355	7	challenges	challenge	NOUN
easat-3676	355	8	and	and	CCONJ
easat-3676	355	9	opportunities	opportunity	NOUN
easat-3676	355	10	.	.	PUNCT
easat-3676	356	1	2021	2021	NUM
easat-3676	356	2	international	international	ADJ
easat-3676	356	3	conference	conference	NOUN
easat-3676	356	4	on	on	ADP
easat-3676	356	5	computing	computing	NOUN
easat-3676	356	6	,	,	PUNCT
easat-3676	356	7	electronics	electronics	PROPN
easat-3676	356	8	&	&	CCONJ
easat-3676	356	9	communications	communications	PROPN
easat-3676	356	10	engineering	engineering	NOUN
easat-3676	356	11	(	(	PUNCT
easat-3676	356	12	iccece	iccece	PROPN
easat-3676	356	13	)	)	PUNCT
easat-3676	356	14	.	.	PUNCT
easat-3676	357	1	https://doi.org/10.1109/iccece52344.2021.9534852	https://doi.org/10.1109/iccece52344.2021.9534852	PROPN
easat-3676	358	1	[	[	X
easat-3676	358	2	37	37	NUM
easat-3676	358	3	]	]	X
easat-3676	358	4	wei	wei	PROPN
easat-3676	358	5	,	,	PUNCT
easat-3676	358	6	r.	r.	PROPN
easat-3676	358	7	,	,	PUNCT
easat-3676	358	8	&	&	CCONJ
easat-3676	358	9	pardo	pardo	PROPN
easat-3676	358	10	,	,	PUNCT
easat-3676	358	11	c.	c.	PROPN
easat-3676	358	12	(	(	PUNCT
easat-3676	358	13	2022	2022	NUM
easat-3676	358	14	)	)	PUNCT
easat-3676	358	15	.	.	PUNCT
easat-3676	358	16	artificial	artificial	ADJ
easat-3676	358	17	intelligence	intelligence	NOUN
easat-3676	358	18	and	and	CCONJ
easat-3676	358	19	smes	sme	NOUN
easat-3676	358	20	:	:	PUNCT
easat-3676	358	21	how	how	SCONJ
easat-3676	358	22	can	can	AUX
easat-3676	358	23	b2b	b2b	VERB
easat-3676	358	24	smes	sme	NOUN
easat-3676	358	25	leverage	leverage	NOUN
easat-3676	358	26	ai	ai	VERB
easat-3676	358	27	platforms	platform	NOUN
easat-3676	358	28	to	to	PART
easat-3676	358	29	integrate	integrate	VERB
easat-3676	358	30	ai	ai	PROPN
easat-3676	358	31	technologies	technology	NOUN
easat-3676	358	32	?	?	PUNCT
easat-3676	359	1	industrial	industrial	ADJ
easat-3676	359	2	marketing	marketing	NOUN
easat-3676	359	3	management	management	NOUN
easat-3676	359	4	,	,	PUNCT
easat-3676	359	5	107	107	NUM
easat-3676	359	6	,	,	PUNCT
easat-3676	359	7	466–483	466–483	NUM
easat-3676	359	8	.	.	PUNCT
easat-3676	359	9	https://doi.org/10.1016/j.indmarman.2022.10.008	https://doi.org/10.1016/j.indmarman.2022.10.008	PROPN
easat-3676	360	1	[	[	X
easat-3676	360	2	38	38	NUM
easat-3676	360	3	]	]	X
easat-3676	360	4	zhang	zhang	PROPN
easat-3676	360	5	,	,	PUNCT
easat-3676	360	6	z.	z.	PROPN
easat-3676	360	7	(	(	PUNCT
easat-3676	360	8	2024	2024	NUM
easat-3676	360	9	)	)	PUNCT
easat-3676	360	10	.	.	PUNCT
easat-3676	361	1	leveraging	leverage	VERB
easat-3676	361	2	machine	machine	NOUN
easat-3676	361	3	learning	learning	NOUN
easat-3676	361	4	for	for	ADP
easat-3676	361	5	banking	banking	NOUN
easat-3676	361	6	innovation	innovation	NOUN
easat-3676	361	7	:	:	PUNCT
easat-3676	361	8	opportunities	opportunity	NOUN
easat-3676	361	9	and	and	CCONJ
easat-3676	361	10	challenges	challenge	NOUN
easat-3676	361	11	.	.	PUNCT
easat-3676	362	1	highlights	highlight	NOUN
easat-3676	362	2	in	in	ADP
easat-3676	362	3	business	business	NOUN
easat-3676	362	4	,	,	PUNCT
easat-3676	362	5	economics	economic	NOUN
easat-3676	362	6	and	and	CCONJ
easat-3676	362	7	management	management	NOUN
easat-3676	362	8	,	,	PUNCT
easat-3676	362	9	24	24	NUM
easat-3676	362	10	,	,	PUNCT
easat-3676	362	11	1799–1804	1799–1804	NUM
easat-3676	362	12	.	.	PUNCT
easat-3676	363	1	https://doi.org/10.54097/wn7f0j13	https://doi.org/10.54097/wn7f0j13	PUNCT
easat-3676	364	1	[	[	X
easat-3676	364	2	39	39	NUM
easat-3676	364	3	]	]	X
easat-3676	364	4	zhao	zhao	PROPN
easat-3676	364	5	,	,	PUNCT
easat-3676	364	6	z.	z.	PROPN
easat-3676	364	7	,	,	PUNCT
easat-3676	364	8	li	li	PROPN
easat-3676	364	9	,	,	PUNCT
easat-3676	364	10	d.	d.	PROPN
easat-3676	364	11	,	,	PUNCT
easat-3676	364	12	&	&	CCONJ
easat-3676	364	13	dai	dai	PROPN
easat-3676	364	14	,	,	PUNCT
easat-3676	364	15	w.	w.	PROPN
easat-3676	364	16	(	(	PUNCT
easat-3676	364	17	2023	2023	NUM
easat-3676	364	18	)	)	PUNCT
easat-3676	364	19	.	.	PUNCT
easat-3676	365	1	machine	machine	NOUN
easat-3676	365	2	-	-	PUNCT
easat-3676	365	3	learning	learning	NOUN
easat-3676	365	4	-	-	PUNCT
easat-3676	365	5	enabled	enable	VERB
easat-3676	365	6	intelligence	intelligence	NOUN
easat-3676	365	7	computing	computing	NOUN
easat-3676	365	8	for	for	ADP
easat-3676	365	9	crisis	crisis	NOUN
easat-3676	365	10	management	management	NOUN
easat-3676	365	11	in	in	ADP
easat-3676	365	12	small	small	ADJ
easat-3676	365	13	and	and	CCONJ
easat-3676	365	14	medium	medium	ADJ
easat-3676	365	15	-	-	PUNCT
easat-3676	365	16	sized	sized	ADJ
easat-3676	365	17	enterprises	enterprise	NOUN
easat-3676	365	18	(	(	PUNCT
easat-3676	365	19	smes	sme	NOUN
easat-3676	365	20	)	)	PUNCT
easat-3676	365	21	.	.	PUNCT
easat-3676	366	1	technological	technological	ADJ
easat-3676	366	2	forecasting	forecasting	NOUN
easat-3676	366	3	and	and	CCONJ
easat-3676	366	4	social	social	ADJ
easat-3676	366	5	change	change	NOUN
easat-3676	366	6	,	,	PUNCT
easat-3676	366	7	191	191	NUM
easat-3676	366	8	,	,	PUNCT
easat-3676	366	9	122492	122492	NUM
easat-3676	366	10	.	.	PUNCT
easat-3676	367	1	https://doi.org/10.1016/j.techfore.2023.122492	https://doi.org/10.1016/j.techfore.2023.122492	PROPN
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easat-3676	367	3	https://doi.org/10.48175/ijarsct16813	https://doi.org/10.48175/ijarsct16813	PROPN
easat-3676	367	4	https://doi.org/10.3390/buildings13041066	https://doi.org/10.3390/buildings13041066	PROPN
easat-3676	367	5	https://doi.org/10.14738/abr.42.1967	https://doi.org/10.14738/abr.42.1967	PROPN
easat-3676	367	6	https://doi.org/10.5373/jardcs/v12i3/20201930	https://doi.org/10.5373/jardcs/v12i3/20201930	PROPN
easat-3676	367	7	https://doi.org/10.1093/oso/9780190941659.001.0001	https://doi.org/10.1093/oso/9780190941659.001.0001	VERB
easat-3676	367	8	https://doi.org/10.20944/preprints202305.1238.v1	https://doi.org/10.20944/preprints202305.1238.v1	PROPN
easat-3676	367	9	https://doi.org/10.1080/02681102.2021.1893148	https://doi.org/10.1080/02681102.2021.1893148	PROPN
easat-3676	367	10	https://doi.org/10.12725/ujbm.65.1	https://doi.org/10.12725/ujbm.65.1	PROPN
easat-3676	367	11	https://doi.org/10.1016/j.techsoc.2021.101685	https://doi.org/10.1016/j.techsoc.2021.101685	PROPN
easat-3676	367	12	https://doi.org/10.5772/intechopen.1004861	https://doi.org/10.5772/intechopen.1004861	NOUN
easat-3676	368	1	https://doi.org/10.1787/aa7182e3-en	https://doi.org/10.1787/aa7182e3-en	PROPN
easat-3676	368	2	https://doi.org/10.1787/009b6919-en	https://doi.org/10.1787/009b6919-en	NOUN
easat-3676	368	3	https://doi.org/10.4018/979-8-3693-1842-3.ch013	https://doi.org/10.4018/979-8-3693-1842-3.ch013	PROPN
easat-3676	368	4	https://doi.org/10.22495/cgsetpt13	https://doi.org/10.22495/cgsetpt13	ADJ
easat-3676	368	5	https://doi.org/10.1109/iccece52344.2021.9534852	https://doi.org/10.1109/iccece52344.2021.9534852	NOUN
easat-3676	368	6	https://doi.org/10.1016/j.indmarman.2022.10.008	https://doi.org/10.1016/j.indmarman.2022.10.008	NOUN
easat-3676	368	7	https://doi.org/10.54097/wn7f0j13	https://doi.org/10.54097/wn7f0j13	NOUN
easat-3676	368	8	https://doi.org/10.1016/j.techfore.2023.122492	https://doi.org/10.1016/j.techfore.2023.122492	NOUN