id	sid	tid	token	lemma	pos
futech-622	1	1	smk	smk	PROPN
futech-622	1	2	.	.	PUNCT
futech-622	2	1	ganesh	ganesh	PROPN
futech-622	2	2	et	et	PROPN
futech-622	2	3	al	al	PROPN
futech-622	2	4	.	.	PROPN
futech-622	2	5	/future	/future	PUNCT
futech-622	2	6	technology	technology	PROPN
futech-622	2	7	february	february	PROPN
futech-622	2	8	2026|	2026|	NUM
futech-622	2	9	volume	volume	NOUN
futech-622	2	10	05	05	NUM
futech-622	3	1	|	|	ADV
futech-622	3	2	issue	issue	NOUN
futech-622	3	3	01	01	NUM
futech-622	4	1	|	|	ADV
futech-622	4	2	pages	page	NOUN
futech-622	4	3	278	278	NUM
futech-622	4	4	-	-	SYM
futech-622	4	5	289	289	NUM
futech-622	4	6	278	278	NUM
futech-622	4	7	article	article	NOUN
futech-622	4	8	computer	computer	NOUN
futech-622	4	9	-	-	PUNCT
futech-622	4	10	aided	aid	VERB
futech-622	4	11	innovation	innovation	NOUN
futech-622	4	12	for	for	ADP
futech-622	4	13	intelligent	intelligent	ADJ
futech-622	4	14	product	product	NOUN
futech-622	4	15	design	design	NOUN
futech-622	4	16	:	:	PUNCT
futech-622	4	17	a	a	DET
futech-622	4	18	text	text	NOUN
futech-622	4	19	mining	mining	NOUN
futech-622	4	20	and	and	CCONJ
futech-622	4	21	knowledge	knowledge	NOUN
futech-622	4	22	management	management	NOUN
futech-622	4	23	approach	approach	PROPN
futech-622	4	24	s.m	s.m	PROPN
futech-622	4	25	.	.	PROPN
futech-622	4	26	krishna	krishna	PROPN
futech-622	4	27	ganesh1	ganesh1	PROPN
futech-622	4	28	*	*	PUNCT
futech-622	4	29	,	,	PUNCT
futech-622	4	30	prolay	prolay	ADJ
futech-622	4	31	ghosh2	ghosh2	NOUN
futech-622	4	32	,	,	PUNCT
futech-622	4	33	amit	amit	PROPN
futech-622	4	34	s.	s.	PROPN
futech-622	4	35	tiwari3	tiwari3	PROPN
futech-622	4	36	,	,	PUNCT
futech-622	4	37	bhushan	bhushan	PROPN
futech-622	4	38	s.	s.	PROPN
futech-622	4	39	deore4	deore4	PROPN
futech-622	4	40	,	,	PUNCT
futech-622	4	41	jignesh	jignesh	PROPN
futech-622	4	42	hirapara5	hirapara5	PROPN
futech-622	4	43	,	,	PUNCT
futech-622	4	44	k.	k.	PROPN
futech-622	5	1	hema6	hema6	PROPN
futech-622	5	2	,	,	PUNCT
futech-622	5	3	debashis	debashis	PRON
futech-622	5	4	dev	dev	NOUN
futech-622	5	5	misra7	misra7	PROPN
futech-622	6	1	1department	1department	NUM
futech-622	6	2	of	of	ADP
futech-622	6	3	computer	computer	NOUN
futech-622	6	4	science	science	NOUN
futech-622	6	5	and	and	CCONJ
futech-622	6	6	engineering	engineering	NOUN
futech-622	6	7	:	:	PUNCT
futech-622	6	8	chennai	chennai	PROPN
futech-622	6	9	institute	institute	PROPN
futech-622	6	10	of	of	ADP
futech-622	6	11	technology	technology	PROPN
futech-622	6	12	,	,	PUNCT
futech-622	6	13	chennai	chennai	PROPN
futech-622	6	14	,	,	PUNCT
futech-622	6	15	india	india	PROPN
futech-622	6	16	2department	2department	NUM
futech-622	6	17	of	of	ADP
futech-622	6	18	information	information	NOUN
futech-622	6	19	technology	technology	NOUN
futech-622	6	20	jis	ji	VERB
futech-622	6	21	college	college	PROPN
futech-622	6	22	of	of	ADP
futech-622	6	23	engineering	engineering	PROPN
futech-622	6	24	,	,	PUNCT
futech-622	6	25	kalyani	kalyani	PROPN
futech-622	6	26	,	,	PUNCT
futech-622	6	27	nadia	nadia	PROPN
futech-622	6	28	,	,	PUNCT
futech-622	6	29	west	west	PROPN
futech-622	6	30	bengal	bengal	PROPN
futech-622	6	31	,	,	PUNCT
futech-622	6	32	india	india	PROPN
futech-622	6	33	3shah	3shah	PROPN
futech-622	6	34	and	and	CCONJ
futech-622	6	35	anchor	anchor	PROPN
futech-622	6	36	kutchhi	kutchhi	PROPN
futech-622	6	37	engineering	engineering	PROPN
futech-622	6	38	college	college	PROPN
futech-622	6	39	,	,	PUNCT
futech-622	6	40	india	india	PROPN
futech-622	6	41	4ramrao	4ramrao	PROPN
futech-622	6	42	adik	adik	PROPN
futech-622	6	43	institute	institute	PROPN
futech-622	6	44	of	of	ADP
futech-622	6	45	technology	technology	PROPN
futech-622	6	46	,	,	PUNCT
futech-622	6	47	d.	d.	PROPN
futech-622	6	48	y.	y.	PROPN
futech-622	6	49	patil	patil	PROPN
futech-622	6	50	deemed	deem	VERB
futech-622	6	51	to	to	PART
futech-622	6	52	be	be	AUX
futech-622	6	53	university	university	NOUN
futech-622	6	54	,	,	PUNCT
futech-622	6	55	navi	navi	PROPN
futech-622	6	56	mumbai	mumbai	PROPN
futech-622	6	57	,	,	PUNCT
futech-622	6	58	india	india	PROPN
futech-622	6	59	5faculty	5faculty	NUM
futech-622	6	60	of	of	ADP
futech-622	6	61	computer	computer	NOUN
futech-622	6	62	application	application	NOUN
futech-622	6	63	,	,	PUNCT
futech-622	6	64	marwadi	marwadi	PROPN
futech-622	6	65	university	university	PROPN
futech-622	6	66	rajkot	rajkot	NOUN
futech-622	6	67	gujarat	gujarat	PROPN
futech-622	6	68	,	,	PUNCT
futech-622	6	69	india	india	PROPN
futech-622	6	70	6department	6department	NUM
futech-622	6	71	of	of	ADP
futech-622	6	72	computer	computer	NOUN
futech-622	6	73	science	science	NOUN
futech-622	6	74	and	and	CCONJ
futech-622	6	75	engineering	engineering	NOUN
futech-622	6	76	,	,	PUNCT
futech-622	6	77	koneru	koneru	PROPN
futech-622	6	78	laksmaiah	laksmaiah	PROPN
futech-622	6	79	education	education	PROPN
futech-622	6	80	,	,	PUNCT
futech-622	6	81	india	india	PROPN
futech-622	6	82	7assam	7assam	PROPN
futech-622	6	83	down	down	ADP
futech-622	6	84	town	town	NOUN
futech-622	6	85	university	university	PROPN
futech-622	6	86	,	,	PUNCT
futech-622	6	87	guwahati	guwahati	PROPN
futech-622	6	88	,	,	PUNCT
futech-622	6	89	india	india	PROPN
futech-622	6	90	a	a	DET
futech-622	6	91	r	r	NOUN
futech-622	6	92	t	t	NOUN
futech-622	7	1	i	i	PRON
futech-622	7	2	c	c	NOUN
futech-622	7	3	l	l	NOUN
futech-622	7	4	e	e	NOUN
futech-622	8	1	i	i	PRON
futech-622	8	2	n	n	VERB
futech-622	8	3	f	f	NOUN
futech-622	8	4	o	o	NOUN
futech-622	8	5	article	article	NOUN
futech-622	8	6	history	history	NOUN
futech-622	8	7	:	:	PUNCT
futech-622	8	8	received	receive	VERB
futech-622	8	9	25	25	NUM
futech-622	8	10	august	august	PROPN
futech-622	8	11	2025	2025	NUM
futech-622	8	12	received	receive	VERB
futech-622	8	13	in	in	ADP
futech-622	8	14	revised	revise	VERB
futech-622	8	15	form	form	NOUN
futech-622	8	16	26	26	NUM
futech-622	8	17	october	october	PROPN
futech-622	8	18	2025	2025	NUM
futech-622	8	19	accepted	accept	VERB
futech-622	8	20	03	03	NUM
futech-622	8	21	december	december	PROPN
futech-622	8	22	2025	2025	NUM
futech-622	8	23	keywords	keyword	NOUN
futech-622	8	24	:	:	PUNCT
futech-622	8	25	computer	computer	NOUN
futech-622	8	26	-	-	PUNCT
futech-622	8	27	aided	aid	VERB
futech-622	8	28	innovation	innovation	NOUN
futech-622	8	29	(	(	PUNCT
futech-622	8	30	cai	cai	X
futech-622	8	31	)	)	PUNCT
futech-622	8	32	,	,	PUNCT
futech-622	8	33	text	text	NOUN
futech-622	8	34	mining	mining	NOUN
futech-622	8	35	,	,	PUNCT
futech-622	8	36	natural	natural	ADJ
futech-622	8	37	language	language	NOUN
futech-622	8	38	processing	processing	NOUN
futech-622	8	39	,	,	PUNCT
futech-622	8	40	ontology	ontology	NOUN
futech-622	8	41	-	-	PUNCT
futech-622	8	42	based	base	VERB
futech-622	8	43	knowledge	knowledge	NOUN
futech-622	8	44	management	management	NOUN
futech-622	8	45	,	,	PUNCT
futech-622	8	46	smart	smart	ADJ
futech-622	8	47	product	product	NOUN
futech-622	8	48	design	design	NOUN
futech-622	8	49	,	,	PUNCT
futech-622	8	50	idea	idea	NOUN
futech-622	8	51	generation	generation	NOUN
futech-622	8	52	*	*	PUNCT
futech-622	8	53	corresponding	correspond	VERB
futech-622	8	54	author	author	NOUN
futech-622	8	55	email	email	NOUN
futech-622	8	56	address	address	NOUN
futech-622	8	57	:	:	PUNCT
futech-622	8	58	krishnaganeshsm@gmail.com	krishnaganeshsm@gmail.com	X
futech-622	9	1	doi	doi	NOUN
futech-622	9	2	:	:	PUNCT
futech-622	9	3	10.55670	10.55670	NUM
futech-622	9	4	/	/	SYM
futech-622	9	5	fpll.futech.5.1.24	fpll.futech.5.1.24	PROPN
futech-622	9	6	a	a	DET
futech-622	9	7	b	b	PROPN
futech-622	9	8	s	s	ADP
futech-622	9	9	t	t	PROPN
futech-622	9	10	r	r	NOUN
futech-622	9	11	a	a	DET
futech-622	9	12	c	c	NOUN
futech-622	9	13	t	t	NOUN
futech-622	9	14	the	the	DET
futech-622	9	15	fast	fast	ADV
futech-622	9	16	-	-	PUNCT
futech-622	9	17	paced	pace	VERB
futech-622	9	18	innovation	innovation	NOUN
futech-622	9	19	and	and	CCONJ
futech-622	9	20	the	the	DET
futech-622	9	21	growing	grow	VERB
futech-622	9	22	need	need	NOUN
futech-622	9	23	for	for	ADP
futech-622	9	24	user	user	NOUN
futech-622	9	25	-	-	PUNCT
futech-622	9	26	centric	centric	ADJ
futech-622	9	27	products	product	NOUN
futech-622	9	28	hold	hold	VERB
futech-622	9	29	traditional	traditional	ADJ
futech-622	9	30	design	design	NOUN
futech-622	9	31	approaches	approach	NOUN
futech-622	9	32	against	against	ADP
futech-622	9	33	the	the	DET
futech-622	9	34	wall	wall	NOUN
futech-622	9	35	in	in	ADP
futech-622	9	36	the	the	DET
futech-622	9	37	industry	industry	NOUN
futech-622	9	38	4.0	4.0	NUM
futech-622	9	39	era	era	NOUN
futech-622	9	40	.	.	PUNCT
futech-622	10	1	this	this	DET
futech-622	10	2	research	research	NOUN
futech-622	10	3	establishes	establish	VERB
futech-622	10	4	a	a	DET
futech-622	10	5	unified	unified	ADJ
futech-622	10	6	computer	computer	NOUN
futech-622	10	7	-	-	PUNCT
futech-622	10	8	aided	aid	VERB
futech-622	10	9	innovation	innovation	NOUN
futech-622	10	10	(	(	PUNCT
futech-622	10	11	cai	cai	X
futech-622	10	12	)	)	PUNCT
futech-622	10	13	framework	framework	NOUN
futech-622	10	14	based	base	VERB
futech-622	10	15	on	on	ADP
futech-622	10	16	text	text	NOUN
futech-622	10	17	mining	mining	NOUN
futech-622	10	18	,	,	PUNCT
futech-622	10	19	ontology	ontology	NOUN
futech-622	10	20	-	-	PUNCT
futech-622	10	21	based	base	VERB
futech-622	10	22	knowledge	knowledge	NOUN
futech-622	10	23	management	management	NOUN
futech-622	10	24	,	,	PUNCT
futech-622	10	25	and	and	CCONJ
futech-622	10	26	triz	triz	PROPN
futech-622	10	27	-	-	PUNCT
futech-622	10	28	based	base	VERB
futech-622	10	29	reasoning	reasoning	NOUN
futech-622	10	30	to	to	PART
futech-622	10	31	support	support	VERB
futech-622	10	32	intelligent	intelligent	ADJ
futech-622	10	33	product	product	NOUN
futech-622	10	34	design	design	NOUN
futech-622	10	35	.	.	PUNCT
futech-622	11	1	the	the	DET
futech-622	11	2	framework	framework	NOUN
futech-622	11	3	uses	use	VERB
futech-622	11	4	natural	natural	ADJ
futech-622	11	5	language	language	NOUN
futech-622	11	6	processing	processing	NOUN
futech-622	11	7	to	to	PART
futech-622	11	8	extract	extract	VERB
futech-622	11	9	user	user	NOUN
futech-622	11	10	requirements	requirement	NOUN
futech-622	11	11	,	,	PUNCT
futech-622	11	12	technical	technical	ADJ
futech-622	11	13	problems	problem	NOUN
futech-622	11	14	,	,	PUNCT
futech-622	11	15	and	and	CCONJ
futech-622	11	16	potential	potential	ADJ
futech-622	11	17	contradictions	contradiction	NOUN
futech-622	11	18	from	from	ADP
futech-622	11	19	unstructured	unstructured	ADJ
futech-622	11	20	textual	textual	ADJ
futech-622	11	21	content	content	NOUN
futech-622	11	22	sources	source	NOUN
futech-622	11	23	such	such	ADJ
futech-622	11	24	as	as	ADP
futech-622	11	25	product	product	NOUN
futech-622	11	26	reviews	review	NOUN
futech-622	11	27	,	,	PUNCT
futech-622	11	28	patents	patent	NOUN
futech-622	11	29	,	,	PUNCT
futech-622	11	30	and	and	CCONJ
futech-622	11	31	technical	technical	ADJ
futech-622	11	32	information	information	NOUN
futech-622	11	33	.	.	PUNCT
futech-622	12	1	these	these	DET
futech-622	12	2	insights	insight	NOUN
futech-622	12	3	are	be	AUX
futech-622	12	4	then	then	ADV
futech-622	12	5	structured	structure	VERB
futech-622	12	6	in	in	ADP
futech-622	12	7	a	a	DET
futech-622	12	8	triz	triz	NOUN
futech-622	12	9	-	-	PUNCT
futech-622	12	10	compliant	compliant	ADJ
futech-622	12	11	knowledge	knowledge	NOUN
futech-622	12	12	base	base	NOUN
futech-622	12	13	to	to	PART
futech-622	12	14	enable	enable	VERB
futech-622	12	15	the	the	DET
futech-622	12	16	rapid	rapid	ADJ
futech-622	12	17	,	,	PUNCT
futech-622	12	18	transparent	transparent	ADJ
futech-622	12	19	,	,	PUNCT
futech-622	12	20	and	and	CCONJ
futech-622	12	21	traceable	traceable	ADJ
futech-622	12	22	generation	generation	NOUN
futech-622	12	23	of	of	ADP
futech-622	12	24	concepts	concept	NOUN
futech-622	12	25	.	.	PUNCT
futech-622	13	1	a	a	DET
futech-622	13	2	smart	smart	ADJ
futech-622	13	3	wearable	wearable	ADJ
futech-622	13	4	health	health	NOUN
futech-622	13	5	device	device	NOUN
futech-622	13	6	was	be	AUX
futech-622	13	7	used	use	VERB
futech-622	13	8	as	as	ADP
futech-622	13	9	the	the	DET
futech-622	13	10	case	case	NOUN
futech-622	13	11	study	study	NOUN
futech-622	13	12	to	to	PART
futech-622	13	13	evaluate	evaluate	VERB
futech-622	13	14	the	the	DET
futech-622	13	15	system	system	NOUN
futech-622	13	16	's	's	PART
futech-622	13	17	performance	performance	NOUN
futech-622	13	18	,	,	PUNCT
futech-622	13	19	and	and	CCONJ
futech-622	13	20	the	the	DET
futech-622	13	21	results	result	NOUN
futech-622	13	22	showed	show	VERB
futech-622	13	23	that	that	SCONJ
futech-622	13	24	the	the	DET
futech-622	13	25	ideation	ideation	NOUN
futech-622	13	26	efficiency	efficiency	NOUN
futech-622	13	27	of	of	ADP
futech-622	13	28	all	all	DET
futech-622	13	29	concepts	concept	NOUN
futech-622	13	30	was	be	AUX
futech-622	13	31	significantly	significantly	ADV
futech-622	13	32	improved	improve	VERB
futech-622	13	33	,	,	PUNCT
futech-622	13	34	with	with	ADP
futech-622	13	35	all	all	DET
futech-622	13	36	concepts	concept	NOUN
futech-622	13	37	produced	produce	VERB
futech-622	13	38	in	in	ADP
futech-622	13	39	less	less	ADJ
futech-622	13	40	than	than	ADP
futech-622	13	41	20	20	NUM
futech-622	13	42	minutes	minute	NOUN
futech-622	13	43	,	,	PUNCT
futech-622	13	44	and	and	CCONJ
futech-622	13	45	the	the	DET
futech-622	13	46	results	result	NOUN
futech-622	13	47	were	be	AUX
futech-622	13	48	balanced	balance	VERB
futech-622	13	49	across	across	ADP
futech-622	13	50	novelty	novelty	NOUN
futech-622	13	51	,	,	PUNCT
futech-622	13	52	feasibility	feasibility	NOUN
futech-622	13	53	,	,	PUNCT
futech-622	13	54	and	and	CCONJ
futech-622	13	55	usability	usability	NOUN
futech-622	13	56	metrics	metric	NOUN
futech-622	13	57	.	.	PUNCT
futech-622	14	1	compared	compare	VERB
futech-622	14	2	with	with	ADP
futech-622	14	3	traditional	traditional	ADJ
futech-622	14	4	methods	method	NOUN
futech-622	14	5	such	such	ADJ
futech-622	14	6	as	as	ADP
futech-622	14	7	brainstorming	brainstorming	NOUN
futech-622	14	8	and	and	CCONJ
futech-622	14	9	quality	quality	NOUN
futech-622	14	10	function	function	NOUN
futech-622	14	11	deployment	deployment	NOUN
futech-622	14	12	(	(	PUNCT
futech-622	14	13	qfd	qfd	NOUN
futech-622	14	14	)	)	PUNCT
futech-622	14	15	,	,	PUNCT
futech-622	14	16	the	the	DET
futech-622	14	17	proposed	propose	VERB
futech-622	14	18	framework	framework	NOUN
futech-622	14	19	yielded	yield	VERB
futech-622	14	20	richer	rich	ADJ
futech-622	14	21	insights	insight	NOUN
futech-622	14	22	,	,	PUNCT
futech-622	14	23	greater	great	ADJ
futech-622	14	24	concept	concept	NOUN
futech-622	14	25	diversity	diversity	NOUN
futech-622	14	26	,	,	PUNCT
futech-622	14	27	and	and	CCONJ
futech-622	14	28	more	more	ADJ
futech-622	14	29	evidence	evidence	NOUN
futech-622	14	30	-	-	PUNCT
futech-622	14	31	based	base	VERB
futech-622	14	32	recommendations	recommendation	NOUN
futech-622	14	33	.	.	PUNCT
futech-622	15	1	despite	despite	SCONJ
futech-622	15	2	these	these	DET
futech-622	15	3	advantages	advantage	NOUN
futech-622	15	4	,	,	PUNCT
futech-622	15	5	the	the	DET
futech-622	15	6	approach	approach	NOUN
futech-622	15	7	appears	appear	VERB
futech-622	15	8	sensitive	sensitive	ADJ
futech-622	15	9	to	to	ADP
futech-622	15	10	textual	textual	ADJ
futech-622	15	11	ambiguity	ambiguity	NOUN
futech-622	15	12	,	,	PUNCT
futech-622	15	13	domainspecific	domainspecific	NOUN
futech-622	15	14	terminology	terminology	NOUN
futech-622	15	15	,	,	PUNCT
futech-622	15	16	and	and	CCONJ
futech-622	15	17	the	the	DET
futech-622	15	18	long	long	ADJ
futech-622	15	19	-	-	PUNCT
futech-622	15	20	term	term	NOUN
futech-622	15	21	scalability	scalability	NOUN
futech-622	15	22	of	of	ADP
futech-622	15	23	the	the	DET
futech-622	15	24	ontology	ontology	NOUN
futech-622	15	25	repository	repository	NOUN
futech-622	15	26	.	.	PUNCT
futech-622	16	1	future	future	ADJ
futech-622	16	2	research	research	NOUN
futech-622	16	3	will	will	AUX
futech-622	16	4	focus	focus	VERB
futech-622	16	5	on	on	ADP
futech-622	16	6	the	the	DET
futech-622	16	7	following	follow	VERB
futech-622	16	8	areas	area	NOUN
futech-622	16	9	:	:	PUNCT
futech-622	16	10	leveraging	leverage	VERB
futech-622	16	11	multilingual	multilingual	ADJ
futech-622	16	12	data	datum	NOUN
futech-622	16	13	sources	source	NOUN
futech-622	16	14	,	,	PUNCT
futech-622	16	15	combining	combine	VERB
futech-622	16	16	generative	generative	NOUN
futech-622	16	17	ai	ai	VERB
futech-622	16	18	with	with	ADP
futech-622	16	19	digital	digital	ADJ
futech-622	16	20	twin	twin	ADJ
futech-622	16	21	simulations	simulation	NOUN
futech-622	16	22	for	for	ADP
futech-622	16	23	time	time	NOUN
futech-622	16	24	-	-	PUNCT
futech-622	16	25	critical	critical	ADJ
futech-622	16	26	design	design	NOUN
futech-622	16	27	exploration	exploration	NOUN
futech-622	16	28	,	,	PUNCT
futech-622	16	29	and	and	CCONJ
futech-622	16	30	expanding	expand	VERB
futech-622	16	31	the	the	DET
futech-622	16	32	framework	framework	NOUN
futech-622	16	33	to	to	ADP
futech-622	16	34	other	other	ADJ
futech-622	16	35	product	product	NOUN
futech-622	16	36	domains	domain	NOUN
futech-622	16	37	.	.	PUNCT
futech-622	17	1	overall	overall	ADV
futech-622	17	2	,	,	PUNCT
futech-622	17	3	the	the	DET
futech-622	17	4	proposed	propose	VERB
futech-622	17	5	cai	cai	PROPN
futech-622	17	6	framework	framework	NOUN
futech-622	17	7	is	be	AUX
futech-622	17	8	part	part	NOUN
futech-622	17	9	of	of	ADP
futech-622	17	10	promoting	promote	VERB
futech-622	17	11	systematic	systematic	ADJ
futech-622	17	12	innovation	innovation	NOUN
futech-622	17	13	by	by	ADP
futech-622	17	14	incorporating	incorporate	VERB
futech-622	17	15	ai	ai	ADJ
futech-622	17	16	-	-	PUNCT
futech-622	17	17	assisted	assist	VERB
futech-622	17	18	reasoning	reasoning	NOUN
futech-622	17	19	and	and	CCONJ
futech-622	17	20	structured	structured	ADJ
futech-622	17	21	knowledge	knowledge	NOUN
futech-622	17	22	representation	representation	NOUN
futech-622	17	23	in	in	ADP
futech-622	17	24	the	the	DET
futech-622	17	25	early	early	ADJ
futech-622	17	26	stages	stage	NOUN
futech-622	17	27	of	of	ADP
futech-622	17	28	product	product	NOUN
futech-622	17	29	design	design	NOUN
futech-622	17	30	.	.	PUNCT
futech-622	18	1	1	1	X
futech-622	18	2	.	.	X
futech-622	18	3	introduction	introduction	NOUN
futech-622	18	4	product	product	NOUN
futech-622	18	5	innovation	innovation	NOUN
futech-622	18	6	has	have	AUX
futech-622	18	7	become	become	VERB
futech-622	18	8	more	more	ADV
futech-622	18	9	difficult	difficult	ADJ
futech-622	18	10	as	as	SCONJ
futech-622	18	11	companies	company	NOUN
futech-622	18	12	must	must	AUX
futech-622	18	13	cope	cope	VERB
futech-622	18	14	with	with	ADP
futech-622	18	15	fast	fast	ADV
futech-622	18	16	-	-	PUNCT
futech-622	18	17	changing	change	VERB
futech-622	18	18	user	user	NOUN
futech-622	18	19	expectations	expectation	NOUN
futech-622	18	20	and	and	CCONJ
futech-622	18	21	with	with	ADP
futech-622	18	22	shorter	short	ADJ
futech-622	18	23	development	development	NOUN
futech-622	18	24	cycles	cycle	NOUN
futech-622	18	25	and	and	CCONJ
futech-622	18	26	a	a	DET
futech-622	18	27	greater	great	ADJ
futech-622	18	28	need	need	NOUN
futech-622	18	29	for	for	ADP
futech-622	18	30	differentiation	differentiation	NOUN
futech-622	18	31	through	through	ADP
futech-622	18	32	advanced	advanced	ADJ
futech-622	18	33	technologies	technology	NOUN
futech-622	18	34	.	.	PUNCT
futech-622	19	1	recent	recent	ADJ
futech-622	19	2	researches	research	NOUN
futech-622	19	3	focus	focus	VERB
futech-622	19	4	on	on	ADP
futech-622	19	5	emphasizing	emphasize	VERB
futech-622	19	6	that	that	SCONJ
futech-622	19	7	ai	ai	VERB
futech-622	19	8	-	-	PUNCT
futech-622	19	9	enhanced	enhance	VERB
futech-622	19	10	approaches	approach	NOUN
futech-622	19	11	can	can	AUX
futech-622	19	12	be	be	AUX
futech-622	19	13	useful	useful	ADJ
futech-622	19	14	to	to	PART
futech-622	19	15	assist	assist	VERB
futech-622	19	16	early	early	ADJ
futech-622	19	17	innovation	innovation	NOUN
futech-622	19	18	activities	activity	NOUN
futech-622	19	19	that	that	PRON
futech-622	19	20	identify	identify	VERB
futech-622	19	21	resources	resource	NOUN
futech-622	19	22	,	,	PUNCT
futech-622	19	23	patterns	pattern	NOUN
futech-622	19	24	,	,	PUNCT
futech-622	19	25	and	and	CCONJ
futech-622	19	26	opportunities	opportunity	NOUN
futech-622	19	27	in	in	ADP
futech-622	19	28	large	large	ADJ
futech-622	19	29	information	information	NOUN
futech-622	19	30	spaces	space	NOUN
futech-622	19	31	[	[	X
futech-622	19	32	1	1	NUM
futech-622	19	33	]	]	PUNCT
futech-622	19	34	.	.	PUNCT
futech-622	20	1	at	at	ADP
futech-622	20	2	the	the	DET
futech-622	20	3	same	same	ADJ
futech-622	20	4	time	time	NOUN
futech-622	20	5	,	,	PUNCT
futech-622	20	6	structured	structured	ADJ
futech-622	20	7	design	design	NOUN
futech-622	20	8	methodologies	methodology	NOUN
futech-622	20	9	such	such	ADJ
futech-622	20	10	as	as	ADP
futech-622	20	11	triz	triz	PROPN
futech-622	20	12	are	be	AUX
futech-622	20	13	still	still	ADV
futech-622	20	14	important	important	ADJ
futech-622	20	15	to	to	PART
futech-622	20	16	order	order	VERB
futech-622	20	17	contradictions	contradiction	NOUN
futech-622	20	18	systematically	systematically	ADV
futech-622	20	19	and	and	CCONJ
futech-622	20	20	inventive	inventive	ADJ
futech-622	20	21	problem	problem	NOUN
futech-622	20	22	solving	solve	VERB
futech-622	20	23	during	during	ADP
futech-622	20	24	the	the	DET
futech-622	20	25	whole	whole	ADJ
futech-622	20	26	product	product	NOUN
futech-622	20	27	development	development	NOUN
futech-622	20	28	process	process	NOUN
futech-622	20	29	[	[	X
futech-622	20	30	2	2	NUM
futech-622	20	31	]	]	PUNCT
futech-622	20	32	.	.	PUNCT
futech-622	21	1	these	these	DET
futech-622	21	2	developments	development	NOUN
futech-622	21	3	lead	lead	VERB
futech-622	21	4	to	to	ADP
futech-622	21	5	the	the	DET
futech-622	21	6	understanding	understanding	NOUN
futech-622	21	7	that	that	SCONJ
futech-622	21	8	the	the	DET
futech-622	21	9	combination	combination	NOUN
futech-622	21	10	of	of	ADP
futech-622	21	11	computational	computational	ADJ
futech-622	21	12	intelligence	intelligence	NOUN
futech-622	21	13	and	and	CCONJ
futech-622	21	14	systematic	systematic	ADJ
futech-622	21	15	design	design	NOUN
futech-622	21	16	knowledge	knowledge	NOUN
futech-622	21	17	is	be	AUX
futech-622	21	18	important	important	ADJ
futech-622	21	19	for	for	ADP
futech-622	21	20	supporting	support	VERB
futech-622	21	21	modern	modern	ADJ
futech-622	21	22	innovation	innovation	NOUN
futech-622	21	23	open	open	ADJ
futech-622	21	24	access	access	NOUN
futech-622	21	25	journal	journal	PROPN
futech-622	21	26	issn	issn	PROPN
futech-622	21	27	2832	2832	NUM
futech-622	21	28	-	-	SYM
futech-622	21	29	0379	0379	NUM
futech-622	21	30	february	february	PROPN
futech-622	21	31	2026|	2026|	NUM
futech-622	21	32	volume	volume	NOUN
futech-622	21	33	05	05	NUM
futech-622	22	1	|	|	ADV
futech-622	22	2	issue	issue	NOUN
futech-622	22	3	01	01	NUM
futech-622	23	1	|	|	ADV
futech-622	23	2	pages	page	NOUN
futech-622	23	3	278	278	NUM
futech-622	23	4	-	-	SYM
futech-622	23	5	289	289	NUM
futech-622	23	6	https://doi.org/10.55670/fpll.futech.5.1.24	https://doi.org/10.55670/fpll.futech.5.1.24	NOUN
futech-622	23	7	journal	journal	NOUN
futech-622	23	8	homepage	homepage	NOUN
futech-622	23	9	:	:	PUNCT
futech-622	23	10	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-622	23	11	future	future	ADJ
futech-622	23	12	technology	technology	NOUN
futech-622	23	13	mailto:krishnaganeshsm@gmail.com	mailto:krishnaganeshsm@gmail.com	PROPN
futech-622	23	14	https://doi.org/10.55670/fpll.futech.5.1.24	https://doi.org/10.55670/fpll.futech.5.1.24	PROPN
futech-622	23	15	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-622	23	16	smk	smk	PROPN
futech-622	23	17	.	.	PUNCT
futech-622	24	1	ganesh	ganesh	PROPN
futech-622	24	2	et	et	PROPN
futech-622	24	3	al	al	PROPN
futech-622	24	4	.	.	PROPN
futech-622	24	5	/future	/future	PUNCT
futech-622	24	6	technology	technology	PROPN
futech-622	24	7	february	february	PROPN
futech-622	24	8	2026|	2026|	NUM
futech-622	24	9	volume	volume	NOUN
futech-622	24	10	05	05	NUM
futech-622	25	1	|	|	ADV
futech-622	25	2	issue	issue	NOUN
futech-622	25	3	01	01	NUM
futech-622	26	1	|	|	ADV
futech-622	26	2	pages	page	NOUN
futech-622	26	3	278	278	NUM
futech-622	26	4	-	-	SYM
futech-622	26	5	289	289	NUM
futech-622	26	6	279	279	NUM
futech-622	26	7	workflows	workflow	NOUN
futech-622	26	8	.	.	PUNCT
futech-622	27	1	artificial	artificial	ADJ
futech-622	27	2	intelligence	intelligence	NOUN
futech-622	27	3	is	be	AUX
futech-622	27	4	starting	start	VERB
futech-622	27	5	to	to	PART
futech-622	27	6	alter	alter	VERB
futech-622	27	7	the	the	DET
futech-622	27	8	ingrained	ingrained	ADJ
futech-622	27	9	innovation	innovation	NOUN
futech-622	27	10	practices	practice	NOUN
futech-622	27	11	.	.	PUNCT
futech-622	28	1	forecast	forecast	NOUN
futech-622	28	2	studies	study	NOUN
futech-622	28	3	have	have	AUX
futech-622	28	4	been	be	AUX
futech-622	28	5	conducted	conduct	VERB
futech-622	28	6	to	to	PART
futech-622	28	7	examine	examine	VERB
futech-622	28	8	how	how	SCONJ
futech-622	28	9	ai	ai	NOUN
futech-622	28	10	can	can	AUX
futech-622	28	11	be	be	AUX
futech-622	28	12	used	use	VERB
futech-622	28	13	to	to	PART
futech-622	28	14	gradually	gradually	ADV
futech-622	28	15	automate	automate	VERB
futech-622	28	16	various	various	ADJ
futech-622	28	17	steps	step	NOUN
futech-622	28	18	of	of	ADP
futech-622	28	19	the	the	DET
futech-622	28	20	trizbased	trizbase	VERB
futech-622	28	21	innovation	innovation	NOUN
futech-622	28	22	process	process	NOUN
futech-622	28	23	and	and	CCONJ
futech-622	28	24	to	to	PART
futech-622	28	25	determine	determine	VERB
futech-622	28	26	where	where	SCONJ
futech-622	28	27	it	it	PRON
futech-622	28	28	can	can	AUX
futech-622	28	29	have	have	VERB
futech-622	28	30	the	the	DET
futech-622	28	31	greatest	great	ADJ
futech-622	28	32	impact	impact	NOUN
futech-622	28	33	in	in	ADP
futech-622	28	34	real	real	ADJ
futech-622	28	35	projects	project	NOUN
futech-622	28	36	[	[	X
futech-622	28	37	3	3	NUM
futech-622	28	38	]	]	PUNCT
futech-622	28	39	.	.	PUNCT
futech-622	29	1	in	in	ADP
futech-622	29	2	parallel	parallel	ADJ
futech-622	29	3	,	,	PUNCT
futech-622	29	4	new	new	ADJ
futech-622	29	5	design	design	NOUN
futech-622	29	6	approaches	approach	NOUN
futech-622	29	7	combine	combine	VERB
futech-622	29	8	generative	generative	ADJ
futech-622	29	9	artificial	artificial	ADJ
futech-622	29	10	intelligence	intelligence	NOUN
futech-622	29	11	models	model	NOUN
futech-622	29	12	with	with	ADP
futech-622	29	13	triz	triz	PROPN
futech-622	29	14	tools	tool	NOUN
futech-622	29	15	to	to	PART
futech-622	29	16	facilitate	facilitate	VERB
futech-622	29	17	the	the	DET
futech-622	29	18	development	development	NOUN
futech-622	29	19	of	of	ADP
futech-622	29	20	evolutionary	evolutionary	ADJ
futech-622	29	21	concepts	concept	NOUN
futech-622	29	22	and	and	CCONJ
futech-622	29	23	early	early	ADJ
futech-622	29	24	-	-	PUNCT
futech-622	29	25	stage	stage	NOUN
futech-622	29	26	design	design	NOUN
futech-622	29	27	exploration	exploration	NOUN
futech-622	29	28	[	[	X
futech-622	29	29	4	4	NUM
futech-622	29	30	]	]	PUNCT
futech-622	29	31	.	.	PUNCT
futech-622	30	1	these	these	DET
futech-622	30	2	studies	study	NOUN
futech-622	30	3	demonstrate	demonstrate	VERB
futech-622	30	4	that	that	SCONJ
futech-622	30	5	ai	ai	VERB
futech-622	30	6	is	be	AUX
futech-622	30	7	becoming	become	VERB
futech-622	30	8	increasingly	increasingly	ADV
futech-622	30	9	capable	capable	ADJ
futech-622	30	10	of	of	ADP
futech-622	30	11	augmenting	augment	VERB
futech-622	30	12	human	human	ADJ
futech-622	30	13	designers	designer	NOUN
futech-622	30	14	,	,	PUNCT
futech-622	30	15	especially	especially	ADV
futech-622	30	16	in	in	ADP
futech-622	30	17	pinpointing	pinpoint	VERB
futech-622	30	18	the	the	DET
futech-622	30	19	design	design	NOUN
futech-622	30	20	problem	problem	NOUN
futech-622	30	21	and	and	CCONJ
futech-622	30	22	producing	produce	VERB
futech-622	30	23	ways	way	NOUN
futech-622	30	24	to	to	PART
futech-622	30	25	improve	improve	VERB
futech-622	30	26	it	it	PRON
futech-622	30	27	.	.	PUNCT
futech-622	31	1	in	in	ADP
futech-622	31	2	parallel	parallel	NOUN
futech-622	31	3	with	with	ADP
futech-622	31	4	the	the	DET
futech-622	31	5	development	development	NOUN
futech-622	31	6	of	of	ADP
futech-622	31	7	innovation	innovation	NOUN
futech-622	31	8	methodologies	methodology	NOUN
futech-622	31	9	,	,	PUNCT
futech-622	31	10	text	text	NOUN
futech-622	31	11	mining	mining	NOUN
futech-622	31	12	and	and	CCONJ
futech-622	31	13	natural	natural	ADJ
futech-622	31	14	language	language	NOUN
futech-622	31	15	processing	processing	NOUN
futech-622	31	16	have	have	AUX
futech-622	31	17	provided	provide	VERB
futech-622	31	18	new	new	ADJ
futech-622	31	19	opportunities	opportunity	NOUN
futech-622	31	20	for	for	ADP
futech-622	31	21	extracting	extract	VERB
futech-622	31	22	structured	structured	ADJ
futech-622	31	23	knowledge	knowledge	NOUN
futech-622	31	24	from	from	ADP
futech-622	31	25	large	large	ADJ
futech-622	31	26	unstructured	unstructured	ADJ
futech-622	31	27	corpora	corpora	PROPN
futech-622	31	28	.	.	PUNCT
futech-622	32	1	the	the	DET
futech-622	32	2	use	use	NOUN
futech-622	32	3	of	of	ADP
futech-622	32	4	ontology	ontology	NOUN
futech-622	32	5	-	-	PUNCT
futech-622	32	6	linked	link	VERB
futech-622	32	7	datasets	dataset	NOUN
futech-622	32	8	can	can	AUX
futech-622	32	9	demonstrate	demonstrate	VERB
futech-622	32	10	how	how	SCONJ
futech-622	32	11	technical	technical	ADJ
futech-622	32	12	entities	entity	NOUN
futech-622	32	13	can	can	AUX
futech-622	32	14	be	be	AUX
futech-622	32	15	systematically	systematically	ADV
futech-622	32	16	identified	identify	VERB
futech-622	32	17	and	and	CCONJ
futech-622	32	18	aligned	align	VERB
futech-622	32	19	with	with	ADP
futech-622	32	20	domain	domain	NOUN
futech-622	32	21	ontologies	ontology	NOUN
futech-622	32	22	to	to	PART
futech-622	32	23	support	support	VERB
futech-622	32	24	downstream	downstream	ADJ
futech-622	32	25	reasoning	reasoning	NOUN
futech-622	32	26	tasks	task	NOUN
futech-622	32	27	[	[	X
futech-622	32	28	5	5	NUM
futech-622	32	29	]	]	PUNCT
futech-622	32	30	.	.	PUNCT
futech-622	33	1	deep	deep	ADJ
futech-622	33	2	learning	learning	NOUN
futech-622	33	3	models	model	NOUN
futech-622	33	4	have	have	AUX
futech-622	33	5	also	also	ADV
futech-622	33	6	continued	continue	VERB
futech-622	33	7	to	to	PART
futech-622	33	8	increase	increase	VERB
futech-622	33	9	the	the	DET
futech-622	33	10	accuracy	accuracy	NOUN
futech-622	33	11	and	and	CCONJ
futech-622	33	12	robustness	robustness	NOUN
futech-622	33	13	of	of	ADP
futech-622	33	14	text	text	NOUN
futech-622	33	15	classification	classification	NOUN
futech-622	33	16	and	and	CCONJ
futech-622	33	17	terminology	terminology	NOUN
futech-622	33	18	extraction	extraction	NOUN
futech-622	33	19	,	,	PUNCT
futech-622	33	20	particularly	particularly	ADV
futech-622	33	21	in	in	ADP
futech-622	33	22	specialized	specialized	ADJ
futech-622	33	23	domains	domain	NOUN
futech-622	33	24	[	[	X
futech-622	33	25	6	6	NUM
futech-622	33	26	]	]	PUNCT
futech-622	33	27	.	.	PUNCT
futech-622	34	1	survey	survey	NOUN
futech-622	34	2	work	work	NOUN
futech-622	34	3	also	also	ADV
futech-622	34	4	shows	show	VERB
futech-622	34	5	that	that	SCONJ
futech-622	34	6	nlp	nlp	NOUN
futech-622	34	7	and	and	CCONJ
futech-622	34	8	text	text	NOUN
futech-622	34	9	mining	mining	NOUN
futech-622	34	10	are	be	AUX
futech-622	34	11	increasingly	increasingly	ADV
futech-622	34	12	central	central	ADJ
futech-622	34	13	to	to	ADP
futech-622	34	14	how	how	SCONJ
futech-622	34	15	ai	ai	VERB
futech-622	34	16	methods	method	NOUN
futech-622	34	17	process	process	NOUN
futech-622	34	18	and	and	CCONJ
futech-622	34	19	interpret	interpret	VERB
futech-622	34	20	unstructured	unstructured	ADJ
futech-622	34	21	information	information	NOUN
futech-622	34	22	in	in	ADP
futech-622	34	23	large	large	ADJ
futech-622	34	24	-	-	PUNCT
futech-622	34	25	scale	scale	NOUN
futech-622	34	26	applications	application	NOUN
futech-622	34	27	[	[	X
futech-622	34	28	7	7	NUM
futech-622	34	29	]	]	PUNCT
futech-622	34	30	.	.	PUNCT
futech-622	35	1	this	this	PRON
futech-622	35	2	is	be	AUX
futech-622	35	3	especially	especially	ADV
futech-622	35	4	relevant	relevant	ADJ
futech-622	35	5	for	for	ADP
futech-622	35	6	innovation	innovation	NOUN
futech-622	35	7	activities	activity	NOUN
futech-622	35	8	,	,	PUNCT
futech-622	35	9	as	as	SCONJ
futech-622	35	10	idea	idea	NOUN
futech-622	35	11	-	-	PUNCT
futech-622	35	12	mining	mining	NOUN
futech-622	35	13	techniques	technique	NOUN
futech-622	35	14	use	use	VERB
futech-622	35	15	machine	machine	NOUN
futech-622	35	16	-	-	PUNCT
futech-622	35	17	driven	drive	VERB
futech-622	35	18	analytics	analytic	NOUN
futech-622	35	19	to	to	PART
futech-622	35	20	extract	extract	VERB
futech-622	35	21	opportunities	opportunity	NOUN
futech-622	35	22	and	and	CCONJ
futech-622	35	23	design	design	NOUN
futech-622	35	24	insights	insight	NOUN
futech-622	35	25	from	from	ADP
futech-622	35	26	patents	patent	NOUN
futech-622	35	27	,	,	PUNCT
futech-622	35	28	publications	publication	NOUN
futech-622	35	29	,	,	PUNCT
futech-622	35	30	and	and	CCONJ
futech-622	35	31	online	online	ADJ
futech-622	35	32	content	content	NOUN
futech-622	35	33	[	[	X
futech-622	35	34	8	8	NUM
futech-622	35	35	]	]	PUNCT
futech-622	35	36	.	.	PUNCT
futech-622	36	1	hybrid	hybrid	ADJ
futech-622	36	2	approaches	approach	NOUN
futech-622	36	3	have	have	AUX
futech-622	36	4	become	become	VERB
futech-622	36	5	more	more	ADV
futech-622	36	6	common	common	ADJ
futech-622	36	7	that	that	PRON
futech-622	36	8	integrate	integrate	VERB
futech-622	36	9	machine	machine	NOUN
futech-622	36	10	learning	learning	NOUN
futech-622	36	11	and	and	CCONJ
futech-622	36	12	symbolic	symbolic	ADJ
futech-622	36	13	data	data	NOUN
futech-622	36	14	structures	structure	NOUN
futech-622	36	15	such	such	ADJ
futech-622	36	16	as	as	ADP
futech-622	36	17	ontologies	ontology	NOUN
futech-622	36	18	and	and	CCONJ
futech-622	36	19	knowledge	knowledge	NOUN
futech-622	36	20	graphs	graph	NOUN
futech-622	36	21	.	.	PUNCT
futech-622	37	1	systematic	systematic	ADJ
futech-622	37	2	reviews	review	NOUN
futech-622	37	3	demonstrate	demonstrate	VERB
futech-622	37	4	that	that	SCONJ
futech-622	37	5	many	many	ADJ
futech-622	37	6	ai	ai	VERB
futech-622	37	7	systems	system	NOUN
futech-622	37	8	now	now	ADV
futech-622	37	9	employ	employ	VERB
futech-622	37	10	both	both	DET
futech-622	37	11	inductive	inductive	ADJ
futech-622	37	12	and	and	CCONJ
futech-622	37	13	deductive	deductive	ADJ
futech-622	37	14	reasoning	reasoning	NOUN
futech-622	37	15	to	to	PART
futech-622	37	16	improve	improve	VERB
futech-622	37	17	the	the	DET
futech-622	37	18	quality	quality	NOUN
futech-622	37	19	,	,	PUNCT
futech-622	37	20	explainability	explainability	NOUN
futech-622	37	21	,	,	PUNCT
futech-622	37	22	and	and	CCONJ
futech-622	37	23	structure	structure	NOUN
futech-622	37	24	of	of	ADP
futech-622	37	25	the	the	DET
futech-622	37	26	knowledge	knowledge	NOUN
futech-622	37	27	they	they	PRON
futech-622	37	28	extract	extract	VERB
futech-622	37	29	[	[	X
futech-622	37	30	9	9	NUM
futech-622	37	31	]	]	PUNCT
futech-622	37	32	.	.	PUNCT
futech-622	38	1	in	in	ADP
futech-622	38	2	design	design	NOUN
futech-622	38	3	research	research	NOUN
futech-622	38	4	,	,	PUNCT
futech-622	38	5	ai	ai	INTJ
futech-622	38	6	is	be	AUX
futech-622	38	7	also	also	ADV
futech-622	38	8	used	use	VERB
futech-622	38	9	to	to	PART
futech-622	38	10	interpret	interpret	VERB
futech-622	38	11	and	and	CCONJ
futech-622	38	12	analyse	analyse	VERB
futech-622	38	13	creations	creation	NOUN
futech-622	38	14	in	in	ADP
futech-622	38	15	creative	creative	ADJ
futech-622	38	16	combinations	combination	NOUN
futech-622	38	17	that	that	PRON
futech-622	38	18	reveal	reveal	VERB
futech-622	38	19	underlying	underlying	ADJ
futech-622	38	20	relationships	relationship	NOUN
futech-622	38	21	in	in	ADP
futech-622	38	22	complex	complex	ADJ
futech-622	38	23	design	design	NOUN
futech-622	38	24	artifacts	artifact	NOUN
futech-622	39	1	[	[	X
futech-622	39	2	10	10	NUM
futech-622	39	3	]	]	PUNCT
futech-622	39	4	.	.	PUNCT
futech-622	40	1	complementary	complementary	ADJ
futech-622	40	2	research	research	NOUN
futech-622	40	3	investigates	investigate	VERB
futech-622	40	4	the	the	DET
futech-622	40	5	use	use	NOUN
futech-622	40	6	of	of	ADP
futech-622	40	7	knowledge	knowledge	NOUN
futech-622	40	8	extraction	extraction	NOUN
futech-622	40	9	for	for	ADP
futech-622	40	10	generative	generative	ADJ
futech-622	40	11	knowledge	knowledge	NOUN
futech-622	40	12	and	and	CCONJ
futech-622	40	13	graph	graph	NOUN
futech-622	40	14	-	-	PUNCT
futech-622	40	15	based	base	VERB
futech-622	40	16	reasoning	reasoning	NOUN
futech-622	40	17	in	in	ADP
futech-622	40	18	the	the	DET
futech-622	40	19	context	context	NOUN
futech-622	40	20	of	of	ADP
futech-622	40	21	knowledge	knowledge	NOUN
futech-622	40	22	discovery	discovery	PROPN
futech-622	40	23	and	and	CCONJ
futech-622	40	24	conceptual	conceptual	ADJ
futech-622	40	25	linking	linking	NOUN
futech-622	40	26	in	in	ADP
futech-622	40	27	scientific	scientific	ADJ
futech-622	40	28	and	and	CCONJ
futech-622	40	29	engineering	engineering	NOUN
futech-622	40	30	disciplines	discipline	NOUN
futech-622	40	31	[	[	X
futech-622	40	32	11	11	NUM
futech-622	40	33	]	]	PUNCT
futech-622	40	34	.	.	PUNCT
futech-622	41	1	collectively	collectively	ADV
futech-622	41	2	,	,	PUNCT
futech-622	41	3	these	these	DET
futech-622	41	4	advances	advance	NOUN
futech-622	41	5	indicate	indicate	VERB
futech-622	41	6	cai	cai	PROPN
futech-622	41	7	systems	system	NOUN
futech-622	41	8	that	that	PRON
futech-622	41	9	combine	combine	VERB
futech-622	41	10	data	data	NOUN
futech-622	41	11	-	-	PUNCT
futech-622	41	12	driven	drive	VERB
futech-622	41	13	extraction	extraction	NOUN
futech-622	41	14	and	and	CCONJ
futech-622	41	15	knowledge	knowledge	NOUN
futech-622	41	16	-	-	PUNCT
futech-622	41	17	driven	drive	VERB
futech-622	41	18	interpretation	interpretation	NOUN
futech-622	41	19	.	.	PUNCT
futech-622	42	1	text	text	NOUN
futech-622	42	2	mining	mining	NOUN
futech-622	42	3	continues	continue	VERB
futech-622	42	4	to	to	PART
futech-622	42	5	spread	spread	VERB
futech-622	42	6	into	into	ADP
futech-622	42	7	new	new	ADJ
futech-622	42	8	application	application	NOUN
futech-622	42	9	areas	area	NOUN
futech-622	42	10	,	,	PUNCT
futech-622	42	11	with	with	ADP
futech-622	42	12	recent	recent	ADJ
futech-622	42	13	work	work	NOUN
futech-622	42	14	reviewing	review	VERB
futech-622	42	15	the	the	DET
futech-622	42	16	changing	change	VERB
futech-622	42	17	landscape	landscape	NOUN
futech-622	42	18	of	of	ADP
futech-622	42	19	techniques	technique	NOUN
futech-622	42	20	across	across	ADP
futech-622	42	21	different	different	ADJ
futech-622	42	22	scientific	scientific	ADJ
futech-622	42	23	fields	field	NOUN
futech-622	42	24	and	and	CCONJ
futech-622	42	25	highlighting	highlight	VERB
futech-622	42	26	the	the	DET
futech-622	42	27	growing	grow	VERB
futech-622	42	28	sophistication	sophistication	NOUN
futech-622	42	29	of	of	ADP
futech-622	42	30	the	the	DET
futech-622	42	31	language	language	NOUN
futech-622	42	32	models	model	NOUN
futech-622	42	33	used	use	VERB
futech-622	42	34	for	for	ADP
futech-622	42	35	large	large	ADJ
futech-622	42	36	-	-	PUNCT
futech-622	42	37	scale	scale	NOUN
futech-622	42	38	literature	literature	NOUN
futech-622	42	39	analysis	analysis	NOUN
futech-622	42	40	[	[	X
futech-622	42	41	12	12	NUM
futech-622	42	42	]	]	PUNCT
futech-622	42	43	.	.	PUNCT
futech-622	43	1	within	within	ADP
futech-622	43	2	the	the	DET
futech-622	43	3	framework	framework	NOUN
futech-622	43	4	of	of	ADP
futech-622	43	5	triz	triz	PROPN
futech-622	43	6	research	research	PROPN
futech-622	43	7	,	,	PUNCT
futech-622	43	8	systematic	systematic	ADJ
futech-622	43	9	studies	study	NOUN
futech-622	43	10	on	on	ADP
futech-622	43	11	semantic	semantic	ADJ
futech-622	43	12	triz	triz	NOUN
futech-622	43	13	and	and	CCONJ
futech-622	43	14	related	related	ADJ
futech-622	43	15	frameworks	framework	NOUN
futech-622	43	16	investigate	investigate	VERB
futech-622	43	17	how	how	SCONJ
futech-622	43	18	ai	ai	VERB
futech-622	43	19	technologies	technology	NOUN
futech-622	43	20	can	can	AUX
futech-622	43	21	enhance	enhance	VERB
futech-622	43	22	triz	triz	PROPN
futech-622	43	23	's	's	PART
futech-622	43	24	elements	element	NOUN
futech-622	43	25	,	,	PUNCT
futech-622	43	26	identify	identify	VERB
futech-622	43	27	current	current	ADJ
futech-622	43	28	limitations	limitation	NOUN
futech-622	43	29	,	,	PUNCT
futech-622	43	30	and	and	CCONJ
futech-622	43	31	chart	chart	VERB
futech-622	43	32	the	the	DET
futech-622	43	33	future	future	NOUN
futech-622	43	34	of	of	ADP
futech-622	43	35	research	research	NOUN
futech-622	43	36	[	[	X
futech-622	43	37	13	13	NUM
futech-622	43	38	]	]	PUNCT
futech-622	43	39	.	.	PUNCT
futech-622	44	1	domainspecific	domainspecific	ADJ
futech-622	44	2	text	text	NOUN
futech-622	44	3	mining	mining	NOUN
futech-622	44	4	investigations	investigation	NOUN
futech-622	44	5	demonstrate	demonstrate	VERB
futech-622	44	6	the	the	DET
futech-622	44	7	capacity	capacity	NOUN
futech-622	44	8	of	of	ADP
futech-622	44	9	large	large	ADJ
futech-622	44	10	language	language	NOUN
futech-622	44	11	models	model	NOUN
futech-622	44	12	to	to	PART
futech-622	44	13	automate	automate	VERB
futech-622	44	14	information	information	NOUN
futech-622	44	15	extraction	extraction	NOUN
futech-622	44	16	in	in	ADP
futech-622	44	17	highly	highly	ADV
futech-622	44	18	technical	technical	ADJ
futech-622	44	19	disciplines	discipline	NOUN
futech-622	44	20	[	[	X
futech-622	44	21	14	14	NUM
futech-622	44	22	]	]	PUNCT
futech-622	44	23	.	.	PUNCT
futech-622	45	1	it	it	PRON
futech-622	45	2	can	can	AUX
futech-622	45	3	be	be	AUX
futech-622	45	4	seen	see	VERB
futech-622	45	5	that	that	SCONJ
futech-622	45	6	effective	effective	ADJ
futech-622	45	7	nlp	nlp	NOUN
futech-622	45	8	strategies	strategy	NOUN
futech-622	45	9	can	can	AUX
futech-622	45	10	work	work	VERB
futech-622	45	11	well	well	ADV
futech-622	45	12	with	with	ADP
futech-622	45	13	specific	specific	ADJ
futech-622	45	14	expression	expression	NOUN
futech-622	45	15	sets	set	NOUN
futech-622	45	16	for	for	ADP
futech-622	45	17	specific	specific	ADJ
futech-622	45	18	disciplines	discipline	NOUN
futech-622	45	19	.	.	PUNCT
futech-622	46	1	finally	finally	ADV
futech-622	46	2	,	,	PUNCT
futech-622	46	3	survey	survey	NOUN
futech-622	46	4	work	work	NOUN
futech-622	46	5	on	on	ADP
futech-622	46	6	llm	llm	ADV
futech-622	46	7	-	-	ADJ
futech-622	46	8	augmented	augment	VERB
futech-622	46	9	knowledge	knowledge	NOUN
futech-622	46	10	graphs	graph	NOUN
futech-622	46	11	shows	show	VERB
futech-622	46	12	how	how	SCONJ
futech-622	46	13	large	large	ADJ
futech-622	46	14	language	language	NOUN
futech-622	46	15	models	model	NOUN
futech-622	46	16	can	can	AUX
futech-622	46	17	be	be	AUX
futech-622	46	18	combined	combine	VERB
futech-622	46	19	with	with	ADP
futech-622	46	20	structured	structured	ADJ
futech-622	46	21	domain	domain	NOUN
futech-622	46	22	knowledge	knowledge	NOUN
futech-622	46	23	to	to	PART
futech-622	46	24	support	support	VERB
futech-622	46	25	tasks	task	NOUN
futech-622	46	26	such	such	ADJ
futech-622	46	27	as	as	ADP
futech-622	46	28	concept	concept	NOUN
futech-622	46	29	generation	generation	NOUN
futech-622	46	30	,	,	PUNCT
futech-622	46	31	design	design	NOUN
futech-622	46	32	reasoning	reasoning	NOUN
futech-622	46	33	,	,	PUNCT
futech-622	46	34	and	and	CCONJ
futech-622	46	35	process	process	VERB
futech-622	46	36	optimization	optimization	NOUN
futech-622	46	37	[	[	X
futech-622	46	38	15	15	NUM
futech-622	46	39	]	]	PUNCT
futech-622	46	40	.	.	PUNCT
futech-622	47	1	despite	despite	SCONJ
futech-622	47	2	these	these	DET
futech-622	47	3	developments	development	NOUN
futech-622	47	4	,	,	PUNCT
futech-622	47	5	important	important	ADJ
futech-622	47	6	gaps	gap	NOUN
futech-622	47	7	remain	remain	VERB
futech-622	47	8	.	.	PUNCT
futech-622	48	1	existing	exist	VERB
futech-622	48	2	ai	ai	NOUN
futech-622	48	3	—	—	PUNCT
futech-622	48	4	triz	triz	PROPN
futech-622	48	5	and	and	CCONJ
futech-622	48	6	cai	cai	PROPN
futech-622	48	7	—	—	PUNCT
futech-622	48	8	studies	study	NOUN
futech-622	48	9	tend	tend	VERB
futech-622	48	10	to	to	PART
futech-622	48	11	focus	focus	VERB
futech-622	48	12	on	on	ADP
futech-622	48	13	single	single	ADJ
futech-622	48	14	tasks	task	NOUN
futech-622	48	15	,	,	PUNCT
futech-622	48	16	such	such	ADJ
futech-622	48	17	as	as	ADP
futech-622	48	18	resource	resource	NOUN
futech-622	48	19	mining	mining	NOUN
futech-622	48	20	,	,	PUNCT
futech-622	48	21	forecasting	forecasting	NOUN
futech-622	48	22	,	,	PUNCT
futech-622	48	23	and	and	CCONJ
futech-622	48	24	generative	generative	ADJ
futech-622	48	25	exploration	exploration	NOUN
futech-622	48	26	,	,	PUNCT
futech-622	48	27	without	without	ADP
futech-622	48	28	offering	offer	VERB
futech-622	48	29	a	a	DET
futech-622	48	30	unified	unified	ADJ
futech-622	48	31	,	,	PUNCT
futech-622	48	32	reproducible	reproducible	VERB
futech-622	48	33	end	end	NOUN
futech-622	48	34	-	-	PUNCT
futech-622	48	35	toend	toend	NOUN
futech-622	48	36	framework	framework	NOUN
futech-622	48	37	that	that	PRON
futech-622	48	38	connects	connect	VERB
futech-622	48	39	user	user	NOUN
futech-622	48	40	feedback	feedback	NOUN
futech-622	48	41	,	,	PUNCT
futech-622	48	42	domain	domain	NOUN
futech-622	48	43	literature	literature	NOUN
futech-622	48	44	,	,	PUNCT
futech-622	48	45	ontological	ontological	ADJ
futech-622	48	46	knowledge	knowledge	NOUN
futech-622	48	47	,	,	PUNCT
futech-622	48	48	triz	triz	PROPN
futech-622	48	49	reasoning	reasoning	NOUN
futech-622	48	50	,	,	PUNCT
futech-622	48	51	and	and	CCONJ
futech-622	48	52	concept	concept	NOUN
futech-622	48	53	generation	generation	NOUN
futech-622	48	54	.	.	PUNCT
futech-622	49	1	additionally	additionally	ADV
futech-622	49	2	,	,	PUNCT
futech-622	49	3	consumer	consumer	NOUN
futech-622	49	4	reviews	review	NOUN
futech-622	49	5	and	and	CCONJ
futech-622	49	6	experiential	experiential	ADJ
futech-622	49	7	content	content	NOUN
futech-622	49	8	are	be	AUX
futech-622	49	9	underutilized	underutilize	VERB
futech-622	49	10	as	as	ADP
futech-622	49	11	structured	structure	VERB
futech-622	49	12	inputs	input	NOUN
futech-622	49	13	for	for	ADP
futech-622	49	14	identifying	identify	VERB
futech-622	49	15	design	design	NOUN
futech-622	49	16	contradictions	contradiction	NOUN
futech-622	49	17	,	,	PUNCT
futech-622	49	18	even	even	ADV
futech-622	49	19	though	though	SCONJ
futech-622	49	20	they	they	PRON
futech-622	49	21	are	be	AUX
futech-622	49	22	a	a	DET
futech-622	49	23	good	good	ADJ
futech-622	49	24	source	source	NOUN
futech-622	49	25	of	of	ADP
futech-622	49	26	information	information	NOUN
futech-622	49	27	about	about	ADP
futech-622	49	28	what	what	PRON
futech-622	49	29	users	user	NOUN
futech-622	49	30	expect	expect	VERB
futech-622	49	31	and	and	CCONJ
futech-622	49	32	their	their	PRON
futech-622	49	33	pain	pain	NOUN
futech-622	49	34	points	point	NOUN
futech-622	49	35	.	.	PUNCT
futech-622	50	1	while	while	SCONJ
futech-622	50	2	hybrid	hybrid	ADJ
futech-622	50	3	ai	ai	PROPN
futech-622	50	4	research	research	NOUN
futech-622	50	5	shows	show	VERB
futech-622	50	6	great	great	ADJ
futech-622	50	7	potential	potential	NOUN
futech-622	50	8	for	for	ADP
futech-622	50	9	combining	combine	VERB
futech-622	50	10	symbolic	symbolic	ADJ
futech-622	50	11	structures	structure	NOUN
futech-622	50	12	with	with	ADP
futech-622	50	13	machine	machine	NOUN
futech-622	50	14	learning	learning	NOUN
futech-622	50	15	,	,	PUNCT
futech-622	50	16	the	the	DET
futech-622	50	17	design	design	NOUN
futech-622	50	18	innovation	innovation	NOUN
futech-622	50	19	research	research	NOUN
futech-622	50	20	domain	domain	NOUN
futech-622	50	21	still	still	ADV
futech-622	50	22	lacks	lack	VERB
futech-622	50	23	detailed	detailed	ADJ
futech-622	50	24	,	,	PUNCT
futech-622	50	25	transparent	transparent	ADJ
futech-622	50	26	,	,	PUNCT
futech-622	50	27	and	and	CCONJ
futech-622	50	28	shareable	shareable	ADJ
futech-622	50	29	ontologies	ontology	NOUN
futech-622	50	30	and	and	CCONJ
futech-622	50	31	contradictionmapping	contradictionmappe	VERB
futech-622	50	32	schemes	scheme	NOUN
futech-622	50	33	for	for	ADP
futech-622	50	34	systematically	systematically	ADV
futech-622	50	35	linking	link	VERB
futech-622	50	36	text	text	NOUN
futech-622	50	37	-	-	PUNCT
futech-622	50	38	derived	derive	VERB
futech-622	50	39	insights	insight	NOUN
futech-622	50	40	to	to	ADP
futech-622	50	41	triz	triz	PROPN
futech-622	50	42	concepts	concept	NOUN
futech-622	50	43	.	.	PUNCT
futech-622	51	1	to	to	PART
futech-622	51	2	overcome	overcome	VERB
futech-622	51	3	these	these	DET
futech-622	51	4	problems	problem	NOUN
futech-622	51	5	,	,	PUNCT
futech-622	51	6	this	this	DET
futech-622	51	7	paper	paper	NOUN
futech-622	51	8	proposes	propose	VERB
futech-622	51	9	an	an	DET
futech-622	51	10	integrated	integrated	ADJ
futech-622	51	11	computer	computer	NOUN
futech-622	51	12	-	-	PUNCT
futech-622	51	13	aided	aid	VERB
futech-622	51	14	innovation	innovation	NOUN
futech-622	51	15	(	(	PUNCT
futech-622	51	16	cai	cai	X
futech-622	51	17	)	)	PUNCT
futech-622	51	18	framework	framework	NOUN
futech-622	51	19	that	that	PRON
futech-622	51	20	combines	combine	VERB
futech-622	51	21	the	the	DET
futech-622	51	22	phenomena	phenomenon	NOUN
futech-622	51	23	of	of	ADP
futech-622	51	24	text	text	NOUN
futech-622	51	25	mining	mining	NOUN
futech-622	51	26	,	,	PUNCT
futech-622	51	27	ontology	ontology	NOUN
futech-622	51	28	-	-	PUNCT
futech-622	51	29	based	base	VERB
futech-622	51	30	knowledge	knowledge	NOUN
futech-622	51	31	management	management	NOUN
futech-622	51	32	,	,	PUNCT
futech-622	51	33	and	and	CCONJ
futech-622	51	34	triz	triz	NOUN
futech-622	51	35	-	-	PUNCT
futech-622	51	36	driven	drive	VERB
futech-622	51	37	reasoning	reasoning	NOUN
futech-622	51	38	.	.	PUNCT
futech-622	52	1	the	the	DET
futech-622	52	2	framework	framework	NOUN
futech-622	52	3	is	be	AUX
futech-622	52	4	based	base	VERB
futech-622	52	5	on	on	ADP
futech-622	52	6	extracting	extract	VERB
futech-622	52	7	entities	entity	NOUN
futech-622	52	8	,	,	PUNCT
futech-622	52	9	sentiments	sentiment	NOUN
futech-622	52	10	,	,	PUNCT
futech-622	52	11	and	and	CCONJ
futech-622	52	12	design	design	NOUN
futech-622	52	13	-	-	PUNCT
futech-622	52	14	related	relate	VERB
futech-622	52	15	topics	topic	NOUN
futech-622	52	16	from	from	ADP
futech-622	52	17	heterogeneous	heterogeneous	ADJ
futech-622	52	18	textual	textual	ADJ
futech-622	52	19	sources	source	NOUN
futech-622	52	20	and	and	CCONJ
futech-622	52	21	organizing	organize	VERB
futech-622	52	22	them	they	PRON
futech-622	52	23	into	into	ADP
futech-622	52	24	an	an	DET
futech-622	52	25	ontology	ontology	NOUN
futech-622	52	26	based	base	VERB
futech-622	52	27	on	on	ADP
futech-622	52	28	triz	triz	PROPN
futech-622	52	29	concepts	concept	NOUN
futech-622	52	30	.	.	PUNCT
futech-622	53	1	contradictions	contradiction	NOUN
futech-622	53	2	based	base	VERB
futech-622	53	3	on	on	ADP
futech-622	53	4	user	user	NOUN
futech-622	53	5	needs	need	NOUN
futech-622	53	6	and	and	CCONJ
futech-622	53	7	technical	technical	ADJ
futech-622	53	8	limitations	limitation	NOUN
futech-622	53	9	are	be	AUX
futech-622	53	10	mapped	map	VERB
futech-622	53	11	to	to	ADP
futech-622	53	12	the	the	DET
futech-622	53	13	inventive	inventive	ADJ
futech-622	53	14	principles	principle	NOUN
futech-622	53	15	of	of	ADP
futech-622	53	16	triz	triz	PROPN
futech-622	53	17	for	for	ADP
futech-622	53	18	structured	structured	ADJ
futech-622	53	19	concept	concept	NOUN
futech-622	53	20	generation	generation	NOUN
futech-622	53	21	.	.	PUNCT
futech-622	54	1	a	a	DET
futech-622	54	2	case	case	NOUN
futech-622	54	3	study	study	NOUN
futech-622	54	4	of	of	ADP
futech-622	54	5	smart	smart	ADJ
futech-622	54	6	wearable	wearable	ADJ
futech-622	54	7	health	health	NOUN
futech-622	54	8	devices	device	NOUN
futech-622	54	9	is	be	AUX
futech-622	54	10	presented	present	VERB
futech-622	54	11	to	to	PART
futech-622	54	12	illustrate	illustrate	VERB
futech-622	54	13	the	the	DET
futech-622	54	14	application	application	NOUN
futech-622	54	15	of	of	ADP
futech-622	54	16	the	the	DET
futech-622	54	17	framework	framework	NOUN
futech-622	54	18	to	to	ADP
futech-622	54	19	systematic	systematic	ADJ
futech-622	54	20	innovation	innovation	NOUN
futech-622	54	21	in	in	ADP
futech-622	54	22	a	a	DET
futech-622	54	23	realistic	realistic	ADJ
futech-622	54	24	design	design	NOUN
futech-622	54	25	context	context	NOUN
futech-622	54	26	.	.	PUNCT
futech-622	55	1	1.1	1.1	NUM
futech-622	55	2	research	research	NOUN
futech-622	55	3	objectives	objective	NOUN
futech-622	55	4	to	to	PART
futech-622	55	5	build	build	VERB
futech-622	55	6	an	an	DET
futech-622	55	7	end	end	NOUN
futech-622	55	8	-	-	PUNCT
futech-622	55	9	to	to	ADP
futech-622	55	10	-	-	PUNCT
futech-622	55	11	end	end	NOUN
futech-622	55	12	computer	computer	NOUN
futech-622	55	13	-	-	PUNCT
futech-622	55	14	aided	aid	VERB
futech-622	55	15	innovation	innovation	NOUN
futech-622	55	16	(	(	PUNCT
futech-622	55	17	cai	cai	X
futech-622	55	18	)	)	PUNCT
futech-622	55	19	framework	framework	NOUN
futech-622	55	20	to	to	PART
futech-622	55	21	integrate	integrate	VERB
futech-622	55	22	text	text	NOUN
futech-622	55	23	mining	mining	NOUN
futech-622	55	24	,	,	PUNCT
futech-622	55	25	ontology	ontology	NOUN
futech-622	55	26	-	-	PUNCT
futech-622	55	27	based	base	VERB
futech-622	55	28	knowledge	knowledge	NOUN
futech-622	55	29	representation	representation	NOUN
futech-622	55	30	,	,	PUNCT
futech-622	55	31	and	and	CCONJ
futech-622	55	32	triz	triz	PROPN
futech-622	55	33	reasoning	reasoning	NOUN
futech-622	55	34	for	for	ADP
futech-622	55	35	intelligent	intelligent	ADJ
futech-622	55	36	product	product	NOUN
futech-622	55	37	design	design	NOUN
futech-622	55	38	.	.	PUNCT
futech-622	56	1	•	•	NOUN
futech-622	56	2	to	to	PART
futech-622	56	3	create	create	VERB
futech-622	56	4	an	an	DET
futech-622	56	5	ontology	ontology	NOUN
futech-622	56	6	-	-	PUNCT
futech-622	56	7	centred	centre	VERB
futech-622	56	8	contradiction	contradiction	NOUN
futech-622	56	9	identification	identification	NOUN
futech-622	56	10	and	and	CCONJ
futech-622	56	11	mapping	mapping	NOUN
futech-622	56	12	approach	approach	NOUN
futech-622	56	13	to	to	PART
futech-622	56	14	increase	increase	VERB
futech-622	56	15	the	the	DET
futech-622	56	16	transparency	transparency	NOUN
futech-622	56	17	,	,	PUNCT
futech-622	56	18	traceability	traceability	NOUN
futech-622	56	19	,	,	PUNCT
futech-622	56	20	and	and	CCONJ
futech-622	56	21	reusability	reusability	NOUN
futech-622	56	22	of	of	ADP
futech-622	56	23	the	the	DET
futech-622	56	24	design	design	NOUN
futech-622	56	25	knowledge	knowledge	NOUN
futech-622	56	26	extracted	extract	VERB
futech-622	56	27	from	from	ADP
futech-622	56	28	heterogeneous	heterogeneous	ADJ
futech-622	56	29	textual	textual	ADJ
futech-622	56	30	sources	source	NOUN
futech-622	56	31	.	.	PUNCT
futech-622	57	1	•	•	NUM
futech-622	57	2	to	to	PART
futech-622	57	3	test	test	VERB
futech-622	57	4	the	the	DET
futech-622	57	5	proposed	propose	VERB
futech-622	57	6	framework	framework	NOUN
futech-622	57	7	by	by	ADP
futech-622	57	8	means	mean	NOUN
futech-622	57	9	of	of	ADP
futech-622	57	10	a	a	DET
futech-622	57	11	comparative	comparative	ADJ
futech-622	57	12	case	case	NOUN
futech-622	57	13	study	study	NOUN
futech-622	57	14	,	,	PUNCT
futech-622	57	15	and	and	CCONJ
futech-622	57	16	measure	measure	NOUN
futech-622	57	17	improvements	improvement	NOUN
futech-622	57	18	in	in	ADP
futech-622	57	19	ideation	ideation	NOUN
futech-622	57	20	performance	performance	NOUN
futech-622	57	21	(	(	PUNCT
futech-622	57	22	time	time	NOUN
futech-622	57	23	to	to	ADP
futech-622	57	24	first	first	ADJ
futech-622	57	25	idea	idea	NOUN
futech-622	57	26	,	,	PUNCT
futech-622	57	27	diversity	diversity	NOUN
futech-622	57	28	of	of	ADP
futech-622	57	29	generated	generate	VERB
futech-622	57	30	concepts	concept	NOUN
futech-622	57	31	,	,	PUNCT
futech-622	57	32	novelty	novelty	NOUN
futech-622	57	33	,	,	PUNCT
futech-622	57	34	and	and	CCONJ
futech-622	57	35	feasibility	feasibility	NOUN
futech-622	57	36	as	as	SCONJ
futech-622	57	37	rated	rate	VERB
futech-622	57	38	by	by	ADP
futech-622	57	39	experts	expert	NOUN
futech-622	57	40	)	)	PUNCT
futech-622	57	41	compared	compare	VERB
futech-622	57	42	to	to	ADP
futech-622	57	43	traditional	traditional	ADJ
futech-622	57	44	design	design	NOUN
futech-622	57	45	methods	method	NOUN
futech-622	57	46	.	.	PUNCT
futech-622	58	1	•	•	NUM
futech-622	58	2	to	to	PART
futech-622	58	3	place	place	VERB
futech-622	58	4	the	the	DET
futech-622	58	5	proposed	propose	VERB
futech-622	58	6	framework	framework	NOUN
futech-622	58	7	in	in	ADP
futech-622	58	8	the	the	DET
futech-622	58	9	context	context	NOUN
futech-622	58	10	of	of	ADP
futech-622	58	11	the	the	DET
futech-622	58	12	existing	exist	VERB
futech-622	58	13	ai	ai	NOUN
futech-622	58	14	-	-	PUNCT
futech-622	58	15	triz	triz	PROPN
futech-622	58	16	and	and	CCONJ
futech-622	58	17	hybrid	hybrid	ADJ
futech-622	59	1	ai	ai	PROPN
futech-622	59	2	research	research	NOUN
futech-622	59	3	,	,	PUNCT
futech-622	59	4	identifying	identify	VERB
futech-622	59	5	the	the	DET
futech-622	59	6	relevance	relevance	NOUN
futech-622	59	7	of	of	ADP
futech-622	59	8	the	the	DET
futech-622	59	9	proposed	propose	VERB
futech-622	59	10	framework	framework	NOUN
futech-622	59	11	,	,	PUNCT
futech-622	59	12	as	as	ADV
futech-622	59	13	well	well	ADV
futech-622	59	14	as	as	ADP
futech-622	59	15	its	its	PRON
futech-622	59	16	limitations	limitation	NOUN
futech-622	59	17	and	and	CCONJ
futech-622	59	18	opportunities	opportunity	NOUN
futech-622	59	19	for	for	ADP
futech-622	59	20	future	future	ADJ
futech-622	59	21	integration	integration	NOUN
futech-622	59	22	with	with	ADP
futech-622	59	23	large	large	ADJ
futech-622	59	24	language	language	NOUN
futech-622	59	25	models	model	NOUN
futech-622	59	26	,	,	PUNCT
futech-622	59	27	knowledge	knowledge	NOUN
futech-622	59	28	graphs	graph	NOUN
futech-622	59	29	,	,	PUNCT
futech-622	59	30	and	and	CCONJ
futech-622	59	31	structured	structured	ADJ
futech-622	59	32	reasoning	reasoning	NOUN
futech-622	59	33	techniques	technique	NOUN
futech-622	59	34	.	.	PUNCT
futech-622	60	1	abbreviations	abbreviation	NOUN
futech-622	60	2	cai	cai	PROPN
futech-622	60	3	computer	computer	NOUN
futech-622	60	4	-	-	PUNCT
futech-622	60	5	aided	aid	VERB
futech-622	60	6	innovation	innovation	NOUN
futech-622	60	7	km	km	NOUN
futech-622	60	8	knowledge	knowledge	PROPN
futech-622	60	9	management	management	PROPN
futech-622	60	10	nlp	nlp	PROPN
futech-622	60	11	natural	natural	ADJ
futech-622	60	12	language	language	NOUN
futech-622	60	13	processing	processing	NOUN
futech-622	60	14	triz	triz	PROPN
futech-622	60	15	theory	theory	NOUN
futech-622	60	16	of	of	ADP
futech-622	60	17	inventive	inventive	ADJ
futech-622	60	18	problem	problem	NOUN
futech-622	60	19	solving	solve	VERB
futech-622	60	20	lda	lda	PROPN
futech-622	60	21	latent	latent	PROPN
futech-622	60	22	dirichlet	dirichlet	PROPN
futech-622	60	23	allocation	allocation	NOUN
futech-622	60	24	ner	ner	NOUN
futech-622	60	25	named	name	VERB
futech-622	60	26	entity	entity	NOUN
futech-622	60	27	recognition	recognition	NOUN
futech-622	60	28	qfd	qfd	NOUN
futech-622	60	29	quality	quality	NOUN
futech-622	60	30	function	function	NOUN
futech-622	60	31	deployment	deployment	NOUN
futech-622	60	32	ai	ai	VERB
futech-622	60	33	artificial	artificial	ADJ
futech-622	60	34	intelligence	intelligence	NOUN
futech-622	60	35	llm	llm	PROPN
futech-622	60	36	large	large	ADJ
futech-622	60	37	language	language	NOUN
futech-622	60	38	model	model	NOUN
futech-622	60	39	rdf	rdf	VERB
futech-622	60	40	resource	resource	NOUN
futech-622	60	41	description	description	NOUN
futech-622	60	42	framework	framework	NOUN
futech-622	60	43	smk	smk	PROPN
futech-622	60	44	.	.	PUNCT
futech-622	61	1	ganesh	ganesh	PROPN
futech-622	61	2	et	et	PROPN
futech-622	61	3	al	al	PROPN
futech-622	61	4	.	.	PROPN
futech-622	61	5	/future	/future	PUNCT
futech-622	61	6	technology	technology	PROPN
futech-622	61	7	february	february	PROPN
futech-622	61	8	2026|	2026|	NUM
futech-622	61	9	volume	volume	NOUN
futech-622	61	10	05	05	NUM
futech-622	62	1	|	|	ADV
futech-622	62	2	issue	issue	NOUN
futech-622	62	3	01	01	NUM
futech-622	63	1	|	|	ADV
futech-622	63	2	pages	page	NOUN
futech-622	63	3	278	278	NUM
futech-622	63	4	-	-	SYM
futech-622	63	5	289	289	NUM
futech-622	63	6	280	280	NUM
futech-622	63	7	2	2	NUM
futech-622	63	8	.	.	PUNCT
futech-622	64	1	literature	literature	NOUN
futech-622	64	2	review	review	VERB
futech-622	64	3	2.1	2.1	NUM
futech-622	64	4	computer	computer	NOUN
futech-622	64	5	-	-	PUNCT
futech-622	64	6	aided	aid	VERB
futech-622	64	7	innovation	innovation	NOUN
futech-622	64	8	(	(	PUNCT
futech-622	64	9	cai	cai	X
futech-622	64	10	)	)	PUNCT
futech-622	64	11	and	and	CCONJ
futech-622	64	12	systematic	systematic	ADJ
futech-622	64	13	innovation	innovation	NOUN
futech-622	64	14	contemporary	contemporary	ADJ
futech-622	64	15	innovation	innovation	NOUN
futech-622	64	16	practices	practice	NOUN
futech-622	64	17	increasingly	increasingly	ADV
futech-622	64	18	rely	rely	VERB
futech-622	64	19	on	on	ADP
futech-622	64	20	computational	computational	ADJ
futech-622	64	21	assistance	assistance	NOUN
futech-622	64	22	to	to	PART
futech-622	64	23	manage	manage	VERB
futech-622	64	24	complexity	complexity	NOUN
futech-622	64	25	in	in	ADP
futech-622	64	26	engineering	engineering	NOUN
futech-622	64	27	workflows	workflow	NOUN
futech-622	64	28	.	.	PUNCT
futech-622	65	1	ontology	ontology	NOUN
futech-622	65	2	-	-	PUNCT
futech-622	65	3	driven	drive	VERB
futech-622	65	4	conceptual	conceptual	ADJ
futech-622	65	5	modelling	modelling	NOUN
futech-622	65	6	is	be	AUX
futech-622	65	7	part	part	NOUN
futech-622	65	8	of	of	ADP
futech-622	65	9	systematic	systematic	ADJ
futech-622	65	10	knowledge	knowledge	NOUN
futech-622	65	11	formalization	formalization	NOUN
futech-622	65	12	and	and	CCONJ
futech-622	65	13	helps	help	VERB
futech-622	65	14	cai	cai	PROPN
futech-622	65	15	environments	environment	NOUN
futech-622	65	16	that	that	PRON
futech-622	65	17	demand	demand	VERB
futech-622	65	18	structured	structure	VERB
futech-622	65	19	reasoning	reasoning	NOUN
futech-622	65	20	capabilities	capability	NOUN
futech-622	65	21	in	in	ADP
futech-622	65	22	design	design	NOUN
futech-622	65	23	activities	activity	NOUN
futech-622	65	24	[	[	X
futech-622	65	25	16	16	NUM
futech-622	65	26	]	]	PUNCT
futech-622	65	27	.	.	PUNCT
futech-622	66	1	hybrid	hybrid	ADJ
futech-622	66	2	approaches	approach	NOUN
futech-622	66	3	that	that	PRON
futech-622	66	4	combine	combine	VERB
futech-622	66	5	large	large	ADJ
futech-622	66	6	language	language	NOUN
futech-622	66	7	models	model	NOUN
futech-622	66	8	(	(	PUNCT
futech-622	66	9	llms	llm	NOUN
futech-622	66	10	)	)	PUNCT
futech-622	66	11	and	and	CCONJ
futech-622	66	12	knowledge	knowledge	NOUN
futech-622	66	13	graphs	graph	NOUN
futech-622	66	14	demonstrate	demonstrate	VERB
futech-622	66	15	the	the	DET
futech-622	66	16	potential	potential	NOUN
futech-622	66	17	of	of	ADP
futech-622	66	18	combining	combine	VERB
futech-622	66	19	symbolic	symbolic	ADJ
futech-622	66	20	and	and	CCONJ
futech-622	66	21	data	data	NOUN
futech-622	66	22	-	-	PUNCT
futech-622	66	23	driven	drive	VERB
futech-622	66	24	approaches	approach	NOUN
futech-622	66	25	to	to	PART
futech-622	66	26	jointly	jointly	ADV
futech-622	66	27	improve	improve	VERB
futech-622	66	28	creativity	creativity	NOUN
futech-622	66	29	,	,	PUNCT
futech-622	66	30	reasoning	reasoning	NOUN
futech-622	66	31	,	,	PUNCT
futech-622	66	32	and	and	CCONJ
futech-622	66	33	problem	problem	NOUN
futech-622	66	34	-	-	PUNCT
futech-622	66	35	solving	solving	NOUN
futech-622	66	36	in	in	ADP
futech-622	66	37	product	product	NOUN
futech-622	66	38	innovation	innovation	NOUN
futech-622	66	39	[	[	X
futech-622	66	40	17	17	NUM
futech-622	66	41	]	]	PUNCT
futech-622	66	42	.	.	PUNCT
futech-622	67	1	benchmark	benchmark	NOUN
futech-622	67	2	work	work	NOUN
futech-622	67	3	on	on	ADP
futech-622	67	4	ontology	ontology	NOUN
futech-622	67	5	-	-	PUNCT
futech-622	67	6	guided	guide	VERB
futech-622	67	7	knowledge	knowledge	NOUN
futech-622	67	8	graph	graph	NOUN
futech-622	67	9	generation	generation	NOUN
futech-622	67	10	further	far	ADV
futech-622	67	11	makes	make	VERB
futech-622	67	12	the	the	DET
futech-622	67	13	case	case	NOUN
futech-622	67	14	for	for	SCONJ
futech-622	67	15	machine	machine	NOUN
futech-622	67	16	-	-	PUNCT
futech-622	67	17	readable	readable	ADJ
futech-622	67	18	knowledge	knowledge	NOUN
futech-622	67	19	representation	representation	NOUN
futech-622	67	20	structures	structure	NOUN
futech-622	67	21	to	to	PART
futech-622	67	22	support	support	VERB
futech-622	67	23	automated	automate	VERB
futech-622	67	24	innovation	innovation	NOUN
futech-622	67	25	tasks	task	NOUN
futech-622	67	26	[	[	X
futech-622	67	27	18	18	NUM
futech-622	67	28	]	]	PUNCT
futech-622	67	29	.	.	PUNCT
futech-622	68	1	surveys	survey	NOUN
futech-622	68	2	on	on	ADP
futech-622	68	3	automatic	automatic	ADJ
futech-622	68	4	knowledge	knowledge	NOUN
futech-622	68	5	graph	graph	NOUN
futech-622	68	6	construction	construction	NOUN
futech-622	68	7	focus	focus	NOUN
futech-622	68	8	on	on	ADP
futech-622	68	9	how	how	SCONJ
futech-622	68	10	structured	structured	ADJ
futech-622	68	11	domain	domain	NOUN
futech-622	68	12	knowledge	knowledge	NOUN
futech-622	68	13	allows	allow	VERB
futech-622	68	14	the	the	DET
futech-622	68	15	scales	scale	NOUN
futech-622	68	16	of	of	ADP
futech-622	68	17	semantically	semantically	ADV
futech-622	68	18	consistent	consistent	ADJ
futech-622	68	19	innovation	innovation	NOUN
futech-622	68	20	workflows	workflow	NOUN
futech-622	68	21	[	[	X
futech-622	68	22	19	19	NUM
futech-622	68	23	]	]	PUNCT
futech-622	68	24	.	.	PUNCT
futech-622	69	1	machine	machine	NOUN
futech-622	69	2	learning	learning	NOUN
futech-622	69	3	-	-	PUNCT
futech-622	69	4	biasing	bias	VERB
futech-622	69	5	analyses	analysis	NOUN
futech-622	69	6	of	of	ADP
futech-622	69	7	knowledge	knowledge	NOUN
futech-622	69	8	graph	graph	NOUN
futech-622	69	9	construction	construction	NOUN
futech-622	69	10	underpin	underpin	VERB
futech-622	69	11	the	the	DET
futech-622	69	12	need	need	NOUN
futech-622	69	13	for	for	ADP
futech-622	69	14	the	the	DET
futech-622	69	15	convergence	convergence	NOUN
futech-622	69	16	of	of	ADP
futech-622	69	17	ai	ai	NOUN
futech-622	69	18	and	and	CCONJ
futech-622	69	19	semantic	semantic	ADJ
futech-622	69	20	frameworks	framework	NOUN
futech-622	69	21	to	to	PART
futech-622	69	22	support	support	VERB
futech-622	69	23	cai	cai	PROPN
futech-622	69	24	processes	process	NOUN
futech-622	69	25	[	[	X
futech-622	69	26	20	20	NUM
futech-622	69	27	]	]	PUNCT
futech-622	69	28	.	.	PUNCT
futech-622	70	1	collectively	collectively	ADV
futech-622	70	2	,	,	PUNCT
futech-622	70	3	these	these	DET
futech-622	70	4	works	work	NOUN
futech-622	70	5	provide	provide	VERB
futech-622	70	6	evidence	evidence	NOUN
futech-622	70	7	that	that	SCONJ
futech-622	70	8	cai	cai	PROPN
futech-622	70	9	is	be	AUX
futech-622	70	10	on	on	ADP
futech-622	70	11	the	the	DET
futech-622	70	12	path	path	NOUN
futech-622	70	13	to	to	PART
futech-622	70	14	ai	ai	VERB
futech-622	70	15	-	-	PUNCT
futech-622	70	16	augmented	augment	VERB
futech-622	70	17	,	,	PUNCT
futech-622	70	18	ontology	ontology	NOUN
futech-622	70	19	-	-	PUNCT
futech-622	70	20	based	base	VERB
futech-622	70	21	,	,	PUNCT
futech-622	70	22	knowledge	knowledge	NOUN
futech-622	70	23	-	-	PUNCT
futech-622	70	24	graph	graph	NOUN
futech-622	70	25	-	-	PUNCT
futech-622	70	26	driven	drive	VERB
futech-622	70	27	systems	system	NOUN
futech-622	70	28	that	that	PRON
futech-622	70	29	can	can	AUX
futech-622	70	30	structure	structure	VERB
futech-622	70	31	,	,	PUNCT
futech-622	70	32	interpret	interpret	VERB
futech-622	70	33	,	,	PUNCT
futech-622	70	34	and	and	CCONJ
futech-622	70	35	reuse	reuse	NOUN
futech-622	70	36	design	design	NOUN
futech-622	70	37	knowledge	knowledge	NOUN
futech-622	70	38	systematically	systematically	ADV
futech-622	70	39	.	.	PUNCT
futech-622	71	1	2.2	2.2	NUM
futech-622	71	2	text	text	NOUN
futech-622	71	3	mining	mining	NOUN
futech-622	71	4	for	for	ADP
futech-622	71	5	insight	insight	NOUN
futech-622	71	6	extraction	extraction	NOUN
futech-622	71	7	in	in	ADP
futech-622	71	8	product	product	NOUN
futech-622	71	9	innovation	innovation	NOUN
futech-622	71	10	the	the	DET
futech-622	71	11	emergence	emergence	NOUN
futech-622	71	12	of	of	ADP
futech-622	71	13	text	text	NOUN
futech-622	71	14	mining	mining	NOUN
futech-622	71	15	techniques	technique	NOUN
futech-622	71	16	has	have	AUX
futech-622	71	17	led	lead	VERB
futech-622	71	18	to	to	ADP
futech-622	71	19	a	a	DET
futech-622	71	20	major	major	ADJ
futech-622	71	21	improvement	improvement	NOUN
futech-622	71	22	in	in	ADP
futech-622	71	23	the	the	DET
futech-622	71	24	ability	ability	NOUN
futech-622	71	25	to	to	PART
futech-622	71	26	extract	extract	VERB
futech-622	71	27	high	high	ADJ
futech-622	71	28	-	-	PUNCT
futech-622	71	29	value	value	NOUN
futech-622	71	30	insights	insight	NOUN
futech-622	71	31	from	from	ADP
futech-622	71	32	large	large	ADJ
futech-622	71	33	volumes	volume	NOUN
futech-622	71	34	of	of	ADP
futech-622	71	35	unstructured	unstructured	ADJ
futech-622	71	36	data	datum	NOUN
futech-622	71	37	.	.	PUNCT
futech-622	72	1	technology	technology	NOUN
futech-622	72	2	roadmap	roadmap	PROPN
futech-622	72	3	research	research	NOUN
futech-622	72	4	shows	show	VERB
futech-622	72	5	the	the	DET
futech-622	72	6	combined	combined	ADJ
futech-622	72	7	use	use	NOUN
futech-622	72	8	of	of	ADP
futech-622	72	9	triz	triz	NOUN
futech-622	72	10	and	and	CCONJ
futech-622	72	11	text	text	NOUN
futech-622	72	12	mining	mining	NOUN
futech-622	72	13	for	for	ADP
futech-622	72	14	the	the	DET
futech-622	72	15	morphological	morphological	ADJ
futech-622	72	16	analysis	analysis	NOUN
futech-622	72	17	and	and	CCONJ
futech-622	72	18	strategic	strategic	ADJ
futech-622	72	19	planning	planning	NOUN
futech-622	72	20	in	in	ADP
futech-622	72	21	product	product	NOUN
futech-622	72	22	innovation	innovation	NOUN
futech-622	72	23	[	[	X
futech-622	72	24	21	21	NUM
futech-622	72	25	]	]	PUNCT
futech-622	72	26	.	.	PUNCT
futech-622	73	1	ontology	ontology	NOUN
futech-622	73	2	learning	learn	VERB
futech-622	73	3	methods	method	NOUN
futech-622	73	4	from	from	ADP
futech-622	73	5	text	text	NOUN
futech-622	73	6	demonstrate	demonstrate	VERB
futech-622	73	7	how	how	SCONJ
futech-622	73	8	nlp	nlp	NOUN
futech-622	73	9	can	can	AUX
futech-622	73	10	be	be	AUX
futech-622	73	11	applied	apply	VERB
futech-622	73	12	to	to	PART
futech-622	73	13	build	build	VERB
futech-622	73	14	domainspecific	domainspecific	ADJ
futech-622	73	15	conceptual	conceptual	ADJ
futech-622	73	16	structures	structure	NOUN
futech-622	73	17	that	that	PRON
futech-622	73	18	are	be	AUX
futech-622	73	19	required	require	VERB
futech-622	73	20	for	for	ADP
futech-622	73	21	design	design	NOUN
futech-622	73	22	and	and	CCONJ
futech-622	73	23	innovation	innovation	NOUN
futech-622	73	24	processes	process	NOUN
futech-622	73	25	[	[	X
futech-622	73	26	22	22	NUM
futech-622	73	27	]	]	PUNCT
futech-622	73	28	.	.	PUNCT
futech-622	74	1	studies	study	NOUN
futech-622	74	2	on	on	ADP
futech-622	74	3	triz	triz	PROPN
futech-622	74	4	inventive	inventive	ADJ
futech-622	74	5	principles	principle	NOUN
futech-622	74	6	emphasize	emphasize	VERB
futech-622	74	7	that	that	SCONJ
futech-622	74	8	the	the	DET
futech-622	74	9	textual	textual	ADJ
futech-622	74	10	knowledge	knowledge	NOUN
futech-622	74	11	must	must	AUX
futech-622	74	12	be	be	AUX
futech-622	74	13	transformed	transform	VERB
futech-622	74	14	into	into	ADP
futech-622	74	15	systematic	systematic	ADJ
futech-622	74	16	design	design	NOUN
futech-622	74	17	actions	action	NOUN
futech-622	74	18	through	through	ADP
futech-622	74	19	structured	structured	ADJ
futech-622	74	20	interpretation	interpretation	NOUN
futech-622	75	1	[	[	X
futech-622	75	2	23	23	NUM
futech-622	75	3	]	]	PUNCT
futech-622	75	4	.	.	PUNCT
futech-622	76	1	applications	application	NOUN
futech-622	76	2	of	of	ADP
futech-622	76	3	computeraided	computeraide	VERB
futech-622	76	4	design	design	NOUN
futech-622	76	5	(	(	PUNCT
futech-622	76	6	cad	cad	NOUN
futech-622	76	7	)	)	PUNCT
futech-622	76	8	in	in	ADP
futech-622	76	9	the	the	DET
futech-622	76	10	innovation	innovation	NOUN
futech-622	76	11	workflow	workflow	NOUN
futech-622	76	12	demonstrate	demonstrate	VERB
futech-622	76	13	how	how	SCONJ
futech-622	76	14	text	text	NOUN
futech-622	76	15	-	-	PUNCT
futech-622	76	16	based	base	VERB
futech-622	76	17	insights	insight	NOUN
futech-622	76	18	can	can	AUX
futech-622	76	19	directly	directly	ADV
futech-622	76	20	affect	affect	VERB
futech-622	76	21	concept	concept	NOUN
futech-622	76	22	generation	generation	NOUN
futech-622	76	23	and	and	CCONJ
futech-622	76	24	refinement	refinement	NOUN
futech-622	76	25	activities	activity	NOUN
futech-622	76	26	[	[	X
futech-622	76	27	24	24	NUM
futech-622	76	28	]	]	PUNCT
futech-622	76	29	.	.	PUNCT
futech-622	77	1	recent	recent	ADJ
futech-622	77	2	ai	ai	ADJ
futech-622	77	3	-	-	PUNCT
futech-622	77	4	driven	drive	VERB
futech-622	77	5	ideation	ideation	NOUN
futech-622	77	6	tools	tool	NOUN
futech-622	77	7	,	,	PUNCT
futech-622	77	8	such	such	ADJ
futech-622	77	9	as	as	ADP
futech-622	77	10	automatic	automatic	ADJ
futech-622	77	11	triz	triz	PROPN
futech-622	77	12	ideation	ideation	NOUN
futech-622	77	13	systems	system	NOUN
futech-622	77	14	,	,	PUNCT
futech-622	77	15	are	be	AUX
futech-622	77	16	further	further	ADJ
futech-622	77	17	examples	example	NOUN
futech-622	77	18	of	of	ADP
futech-622	77	19	how	how	SCONJ
futech-622	77	20	text	text	NOUN
futech-622	77	21	data	datum	NOUN
futech-622	77	22	can	can	AUX
futech-622	77	23	be	be	AUX
futech-622	77	24	converted	convert	VERB
futech-622	77	25	into	into	ADP
futech-622	77	26	structured	structured	ADJ
futech-622	77	27	design	design	NOUN
futech-622	77	28	contradictions	contradiction	NOUN
futech-622	77	29	and	and	CCONJ
futech-622	77	30	possible	possible	ADJ
futech-622	77	31	inventive	inventive	ADJ
futech-622	77	32	directions	direction	NOUN
futech-622	77	33	[	[	X
futech-622	77	34	25	25	NUM
futech-622	77	35	]	]	PUNCT
futech-622	77	36	.	.	PUNCT
futech-622	78	1	the	the	DET
futech-622	78	2	development	development	NOUN
futech-622	78	3	of	of	ADP
futech-622	78	4	multi	multi	ADJ
futech-622	78	5	-	-	ADJ
futech-622	78	6	agent	agent	ADJ
futech-622	78	7	llm	llm	PROPN
futech-622	78	8	systems	system	NOUN
futech-622	78	9	for	for	ADP
futech-622	78	10	triz	triz	PROPN
futech-622	78	11	-	-	PUNCT
futech-622	78	12	based	base	VERB
futech-622	78	13	innovation	innovation	NOUN
futech-622	78	14	confirms	confirm	VERB
futech-622	78	15	the	the	DET
futech-622	78	16	growing	grow	VERB
futech-622	78	17	role	role	NOUN
futech-622	78	18	of	of	ADP
futech-622	78	19	advanced	advanced	ADJ
futech-622	78	20	nlp	nlp	NOUN
futech-622	78	21	for	for	ADP
futech-622	78	22	automatic	automatic	ADJ
futech-622	78	23	creativity	creativity	NOUN
futech-622	78	24	support	support	NOUN
futech-622	78	25	[	[	X
futech-622	78	26	26	26	NUM
futech-622	78	27	]	]	PUNCT
futech-622	78	28	.	.	PUNCT
futech-622	79	1	llm	llm	ADJ
futech-622	79	2	-	-	ADJ
futech-622	79	3	augmented	augment	VERB
futech-622	79	4	problemsolving	problemsolving	NOUN
futech-622	79	5	frameworks	framework	NOUN
futech-622	79	6	demonstrate	demonstrate	VERB
futech-622	79	7	how	how	SCONJ
futech-622	79	8	the	the	DET
futech-622	79	9	structured	structured	ADJ
futech-622	79	10	rules	rule	NOUN
futech-622	79	11	of	of	ADP
futech-622	79	12	design	design	NOUN
futech-622	79	13	can	can	AUX
futech-622	79	14	be	be	AUX
futech-622	79	15	extracted	extract	VERB
futech-622	79	16	and	and	CCONJ
futech-622	79	17	operationalized	operationalize	VERB
futech-622	79	18	from	from	ADP
futech-622	79	19	text	text	NOUN
futech-622	80	1	[	[	X
futech-622	80	2	27	27	NUM
futech-622	80	3	]	]	PUNCT
futech-622	80	4	.	.	PUNCT
futech-622	81	1	together	together	ADV
futech-622	81	2	,	,	PUNCT
futech-622	81	3	these	these	DET
futech-622	81	4	studies	study	NOUN
futech-622	81	5	outline	outline	VERB
futech-622	81	6	a	a	DET
futech-622	81	7	clear	clear	ADJ
futech-622	81	8	trend	trend	NOUN
futech-622	81	9	toward	toward	ADP
futech-622	81	10	textdriven	textdriven	NOUN
futech-622	81	11	,	,	PUNCT
futech-622	81	12	triz	triz	NOUN
futech-622	81	13	-	-	PUNCT
futech-622	81	14	informed	inform	VERB
futech-622	81	15	design	design	NOUN
futech-622	81	16	support	support	NOUN
futech-622	81	17	systems	system	NOUN
futech-622	81	18	.	.	PUNCT
futech-622	82	1	2.3	2.3	NUM
futech-622	82	2	knowledge	knowledge	NOUN
futech-622	82	3	management	management	NOUN
futech-622	82	4	in	in	ADP
futech-622	82	5	product	product	NOUN
futech-622	82	6	design	design	NOUN
futech-622	82	7	knowledge	knowledge	NOUN
futech-622	82	8	management	management	NOUN
futech-622	82	9	is	be	AUX
futech-622	82	10	an	an	DET
futech-622	82	11	important	important	ADJ
futech-622	82	12	basis	basis	NOUN
futech-622	82	13	of	of	ADP
futech-622	82	14	innovation	innovation	NOUN
futech-622	82	15	,	,	PUNCT
futech-622	82	16	particularly	particularly	ADV
futech-622	82	17	as	as	SCONJ
futech-622	82	18	product	product	NOUN
futech-622	82	19	design	design	NOUN
futech-622	82	20	becomes	become	VERB
futech-622	82	21	more	more	ADJ
futech-622	82	22	data	datum	NOUN
futech-622	82	23	-	-	PUNCT
futech-622	82	24	driven	drive	VERB
futech-622	82	25	.	.	PUNCT
futech-622	83	1	distributed	distribute	VERB
futech-622	83	2	and	and	CCONJ
futech-622	83	3	collaborative	collaborative	ADJ
futech-622	83	4	knowledge	knowledge	NOUN
futech-622	83	5	management	management	NOUN
futech-622	83	6	models	model	NOUN
futech-622	83	7	are	be	AUX
futech-622	83	8	particularly	particularly	ADV
futech-622	83	9	useful	useful	ADJ
futech-622	83	10	as	as	ADP
futech-622	83	11	frameworks	framework	NOUN
futech-622	83	12	for	for	ADP
futech-622	83	13	supporting	support	VERB
futech-622	83	14	complex	complex	ADJ
futech-622	83	15	engineering	engineering	NOUN
futech-622	83	16	design	design	NOUN
futech-622	83	17	tasks	task	NOUN
futech-622	83	18	involving	involve	VERB
futech-622	83	19	multiple	multiple	ADJ
futech-622	83	20	stakeholders	stakeholder	NOUN
futech-622	83	21	[	[	X
futech-622	83	22	28	28	NUM
futech-622	83	23	]	]	PUNCT
futech-622	83	24	.	.	PUNCT
futech-622	84	1	systematic	systematic	ADJ
futech-622	84	2	literature	literature	NOUN
futech-622	84	3	reviews	review	NOUN
futech-622	84	4	on	on	ADP
futech-622	84	5	idea	idea	NOUN
futech-622	84	6	mining	mining	NOUN
futech-622	84	7	show	show	NOUN
futech-622	84	8	that	that	SCONJ
futech-622	84	9	machine	machine	NOUN
futech-622	84	10	-	-	PUNCT
futech-622	84	11	driven	drive	VERB
futech-622	84	12	analytics	analytic	NOUN
futech-622	84	13	can	can	AUX
futech-622	84	14	support	support	VERB
futech-622	84	15	structured	structured	ADJ
futech-622	84	16	idea	idea	NOUN
futech-622	84	17	generation	generation	NOUN
futech-622	84	18	,	,	PUNCT
futech-622	84	19	providing	provide	VERB
futech-622	84	20	more	more	ADV
futech-622	84	21	objective	objective	ADJ
futech-622	84	22	and	and	CCONJ
futech-622	84	23	scalable	scalable	ADJ
futech-622	84	24	solutions	solution	NOUN
futech-622	84	25	than	than	ADP
futech-622	84	26	manual	manual	ADJ
futech-622	84	27	ideation	ideation	NOUN
futech-622	85	1	[	[	X
futech-622	85	2	29	29	NUM
futech-622	85	3	]	]	PUNCT
futech-622	85	4	.	.	PUNCT
futech-622	86	1	ontological	ontological	ADJ
futech-622	86	2	modelling	modelling	NOUN
futech-622	86	3	in	in	ADP
futech-622	86	4	collaborative	collaborative	ADJ
futech-622	86	5	design	design	NOUN
futech-622	86	6	environments	environment	NOUN
futech-622	86	7	demonstrates	demonstrate	VERB
futech-622	86	8	how	how	SCONJ
futech-622	86	9	structured	structured	ADJ
futech-622	86	10	semantic	semantic	ADJ
futech-622	86	11	representations	representation	NOUN
futech-622	86	12	can	can	AUX
futech-622	86	13	help	help	VERB
futech-622	86	14	to	to	PART
futech-622	86	15	improve	improve	VERB
futech-622	86	16	knowledge	knowledge	NOUN
futech-622	86	17	reuse	reuse	NOUN
futech-622	86	18	,	,	PUNCT
futech-622	86	19	consistency	consistency	NOUN
futech-622	86	20	,	,	PUNCT
futech-622	86	21	and	and	CCONJ
futech-622	86	22	decisionmaking	decisionmake	VERB
futech-622	86	23	[	[	X
futech-622	86	24	30	30	NUM
futech-622	86	25	]	]	PUNCT
futech-622	86	26	.	.	PUNCT
futech-622	87	1	these	these	DET
futech-622	87	2	works	work	NOUN
futech-622	87	3	,	,	PUNCT
futech-622	87	4	taken	take	VERB
futech-622	87	5	together	together	ADV
futech-622	87	6	,	,	PUNCT
futech-622	87	7	highlight	highlight	VERB
futech-622	87	8	the	the	DET
futech-622	87	9	need	need	NOUN
futech-622	87	10	for	for	ADP
futech-622	87	11	explicit	explicit	ADJ
futech-622	87	12	knowledge	knowledge	NOUN
futech-622	87	13	representation	representation	NOUN
futech-622	87	14	,	,	PUNCT
futech-622	87	15	structured	structured	ADJ
futech-622	87	16	retrieval	retrieval	NOUN
futech-622	87	17	,	,	PUNCT
futech-622	87	18	and	and	CCONJ
futech-622	87	19	semantic	semantic	ADJ
futech-622	87	20	reasoning	reasoning	NOUN
futech-622	87	21	for	for	ADP
futech-622	87	22	cai	cai	PROPN
futech-622	87	23	and	and	CCONJ
futech-622	87	24	innovation	innovation	NOUN
futech-622	87	25	-	-	PUNCT
futech-622	87	26	centric	centric	ADJ
futech-622	87	27	decision	decision	NOUN
futech-622	87	28	-	-	PUNCT
futech-622	87	29	making	make	VERB
futech-622	87	30	processes	process	NOUN
futech-622	87	31	.	.	PUNCT
futech-622	88	1	2.4	2.4	NUM
futech-622	88	2	triz	triz	PROPN
futech-622	88	3	methodology	methodology	NOUN
futech-622	88	4	and	and	CCONJ
futech-622	88	5	ai	ai	AUX
futech-622	88	6	-	-	PUNCT
futech-622	88	7	driven	drive	VERB
futech-622	88	8	innovation	innovation	NOUN
futech-622	88	9	approaches	approach	VERB
futech-622	88	10	recent	recent	ADJ
futech-622	88	11	research	research	NOUN
futech-622	88	12	shows	show	VERB
futech-622	88	13	a	a	DET
futech-622	88	14	strong	strong	ADJ
futech-622	88	15	trend	trend	NOUN
futech-622	88	16	to	to	PART
futech-622	88	17	combine	combine	VERB
futech-622	88	18	ai	ai	VERB
futech-622	88	19	and	and	CCONJ
futech-622	88	20	triz	triz	NOUN
futech-622	88	21	-	-	PUNCT
futech-622	88	22	based	base	VERB
futech-622	88	23	innovation	innovation	NOUN
futech-622	88	24	methodologies	methodology	NOUN
futech-622	88	25	.	.	PUNCT
futech-622	89	1	systematic	systematic	ADJ
futech-622	89	2	studies	study	NOUN
futech-622	89	3	of	of	ADP
futech-622	89	4	the	the	DET
futech-622	89	5	evolution	evolution	NOUN
futech-622	89	6	of	of	ADP
futech-622	89	7	triz	triz	PROPN
futech-622	89	8	and	and	CCONJ
futech-622	89	9	its	its	PRON
futech-622	89	10	application	application	NOUN
futech-622	89	11	in	in	ADP
futech-622	89	12	modern	modern	ADJ
futech-622	89	13	problemsolving	problemsolving	NOUN
futech-622	89	14	with	with	ADP
futech-622	89	15	the	the	DET
futech-622	89	16	focus	focus	NOUN
futech-622	89	17	on	on	ADP
futech-622	89	18	its	its	PRON
futech-622	89	19	relevance	relevance	NOUN
futech-622	89	20	in	in	ADP
futech-622	89	21	structured	structured	ADJ
futech-622	89	22	innovation	innovation	NOUN
futech-622	89	23	[	[	X
futech-622	89	24	23	23	NUM
futech-622	89	25	]	]	PUNCT
futech-622	89	26	.	.	PUNCT
futech-622	90	1	automated	automate	VERB
futech-622	90	2	ideation	ideation	NOUN
futech-622	90	3	tools	tool	NOUN
futech-622	90	4	like	like	ADP
futech-622	90	5	autotriz	autotriz	NOUN
futech-622	90	6	demonstrate	demonstrate	VERB
futech-622	90	7	how	how	SCONJ
futech-622	90	8	ai	ai	AUX
futech-622	90	9	can	can	AUX
futech-622	90	10	implement	implement	VERB
futech-622	90	11	the	the	DET
futech-622	90	12	tenets	tenet	NOUN
futech-622	90	13	of	of	ADP
futech-622	90	14	triz	triz	NOUN
futech-622	90	15	and	and	CCONJ
futech-622	90	16	serve	serve	VERB
futech-622	90	17	as	as	ADP
futech-622	90	18	a	a	DET
futech-622	90	19	guide	guide	NOUN
futech-622	90	20	for	for	ADP
futech-622	90	21	early	early	ADJ
futech-622	90	22	-	-	PUNCT
futech-622	90	23	stage	stage	NOUN
futech-622	90	24	design	design	NOUN
futech-622	90	25	[	[	X
futech-622	90	26	25	25	NUM
futech-622	90	27	]	]	PUNCT
futech-622	90	28	.	.	PUNCT
futech-622	91	1	multi	multi	ADJ
futech-622	91	2	-	-	ADJ
futech-622	91	3	agent	agent	ADJ
futech-622	91	4	llmbased	llmbase	VERB
futech-622	91	5	triz	triz	PROPN
futech-622	91	6	systems	system	NOUN
futech-622	91	7	are	be	AUX
futech-622	91	8	a	a	DET
futech-622	91	9	proof	proof	NOUN
futech-622	91	10	of	of	ADP
futech-622	91	11	concept	concept	NOUN
futech-622	91	12	of	of	ADP
futech-622	91	13	how	how	SCONJ
futech-622	91	14	distributed	distribute	VERB
futech-622	91	15	ai	ai	VERB
futech-622	91	16	agents	agent	NOUN
futech-622	91	17	can	can	AUX
futech-622	91	18	be	be	AUX
futech-622	91	19	used	use	VERB
futech-622	91	20	together	together	ADV
futech-622	91	21	to	to	PART
futech-622	91	22	increase	increase	VERB
futech-622	91	23	creativity	creativity	NOUN
futech-622	91	24	and	and	CCONJ
futech-622	91	25	produce	produce	VERB
futech-622	91	26	quality	quality	NOUN
futech-622	91	27	concepts	concept	NOUN
futech-622	91	28	[	[	X
futech-622	91	29	26	26	NUM
futech-622	91	30	]	]	PUNCT
futech-622	91	31	.	.	PUNCT
futech-622	92	1	llm	llm	PROPN
futech-622	92	2	-	-	ADJ
futech-622	92	3	augmented	augment	VERB
futech-622	92	4	triz	triz	PROPN
futech-622	92	5	methods	method	NOUN
futech-622	92	6	also	also	ADV
futech-622	92	7	exhibit	exhibit	VERB
futech-622	92	8	interesting	interesting	ADJ
futech-622	92	9	applications	application	NOUN
futech-622	92	10	in	in	ADP
futech-622	92	11	automated	automate	VERB
futech-622	92	12	reasoning	reasoning	NOUN
futech-622	92	13	,	,	PUNCT
futech-622	92	14	contradiction	contradiction	NOUN
futech-622	92	15	identification	identification	NOUN
futech-622	92	16	,	,	PUNCT
futech-622	92	17	and	and	CCONJ
futech-622	92	18	solution	solution	NOUN
futech-622	92	19	synthesis	synthesis	NOUN
futech-622	92	20	[	[	X
futech-622	92	21	27	27	NUM
futech-622	92	22	]	]	PUNCT
futech-622	92	23	.	.	PUNCT
futech-622	93	1	studies	study	NOUN
futech-622	93	2	combining	combine	VERB
futech-622	93	3	triz	triz	PROPN
futech-622	93	4	logic	logic	NOUN
futech-622	93	5	with	with	ADP
futech-622	93	6	large	large	ADJ
futech-622	93	7	-	-	PUNCT
futech-622	93	8	scale	scale	NOUN
futech-622	93	9	text	text	NOUN
futech-622	93	10	analysis	analysis	NOUN
futech-622	93	11	of	of	ADP
futech-622	93	12	patent	patent	NOUN
futech-622	93	13	literature	literature	NOUN
futech-622	93	14	demonstrate	demonstrate	VERB
futech-622	93	15	the	the	DET
futech-622	93	16	potential	potential	NOUN
futech-622	93	17	of	of	ADP
futech-622	93	18	computational	computational	ADJ
futech-622	93	19	methods	method	NOUN
futech-622	93	20	to	to	PART
futech-622	93	21	enhance	enhance	VERB
futech-622	93	22	triz	triz	PROPN
futech-622	93	23	's	's	PART
futech-622	93	24	effectiveness	effectiveness	NOUN
futech-622	93	25	for	for	ADP
futech-622	93	26	real	real	ADJ
futech-622	93	27	engineering	engineering	NOUN
futech-622	93	28	applications	application	NOUN
futech-622	93	29	[	[	X
futech-622	93	30	26	26	NUM
futech-622	93	31	]	]	PUNCT
futech-622	93	32	.	.	PUNCT
futech-622	94	1	together	together	ADV
futech-622	94	2	,	,	PUNCT
futech-622	94	3	these	these	DET
futech-622	94	4	findings	finding	NOUN
futech-622	94	5	suggest	suggest	VERB
futech-622	94	6	that	that	SCONJ
futech-622	94	7	triz	triz	PROPN
futech-622	94	8	is	be	AUX
futech-622	94	9	moving	move	VERB
futech-622	94	10	from	from	ADP
futech-622	94	11	a	a	DET
futech-622	94	12	manually	manually	ADV
futech-622	94	13	applied	apply	VERB
futech-622	94	14	methodology	methodology	NOUN
futech-622	94	15	to	to	ADP
futech-622	94	16	a	a	DET
futech-622	94	17	digitally	digitally	ADV
futech-622	94	18	augmented	augment	VERB
futech-622	94	19	,	,	PUNCT
futech-622	94	20	ai	ai	ADJ
futech-622	94	21	-	-	PUNCT
futech-622	94	22	integrated	integrate	VERB
futech-622	94	23	innovation	innovation	NOUN
futech-622	94	24	methodology	methodology	NOUN
futech-622	94	25	.	.	PUNCT
futech-622	95	1	2.5	2.5	NUM
futech-622	95	2	idea	idea	NOUN
futech-622	95	3	mining	mining	NOUN
futech-622	95	4	and	and	CCONJ
futech-622	95	5	technology	technology	NOUN
futech-622	95	6	intelligence	intelligence	NOUN
futech-622	95	7	idea	idea	NOUN
futech-622	95	8	mining	mining	NOUN
futech-622	95	9	has	have	AUX
futech-622	95	10	become	become	VERB
futech-622	95	11	a	a	DET
futech-622	95	12	strategic	strategic	ADJ
futech-622	95	13	approach	approach	NOUN
futech-622	95	14	for	for	ADP
futech-622	95	15	identifying	identify	VERB
futech-622	95	16	new	new	ADJ
futech-622	95	17	opportunities	opportunity	NOUN
futech-622	95	18	and	and	CCONJ
futech-622	95	19	detecting	detect	VERB
futech-622	95	20	technological	technological	ADJ
futech-622	95	21	change	change	NOUN
futech-622	95	22	early	early	ADV
futech-622	95	23	.	.	PUNCT
futech-622	96	1	technology	technology	NOUN
futech-622	96	2	intelligence	intelligence	NOUN
futech-622	96	3	research	research	NOUN
futech-622	96	4	is	be	AUX
futech-622	96	5	a	a	DET
futech-622	96	6	method	method	NOUN
futech-622	96	7	for	for	ADP
futech-622	96	8	evaluating	evaluate	VERB
futech-622	96	9	new	new	ADJ
futech-622	96	10	opportunities	opportunity	NOUN
futech-622	96	11	,	,	PUNCT
futech-622	96	12	forecasting	forecasting	NOUN
futech-622	96	13	trends	trend	NOUN
futech-622	96	14	,	,	PUNCT
futech-622	96	15	and	and	CCONJ
futech-622	96	16	extracting	extract	VERB
futech-622	96	17	future	future	ADJ
futech-622	96	18	-	-	PUNCT
futech-622	96	19	oriented	orient	VERB
futech-622	96	20	information	information	NOUN
futech-622	96	21	from	from	ADP
futech-622	96	22	technical	technical	ADJ
futech-622	96	23	sources	source	NOUN
futech-622	96	24	[	[	X
futech-622	96	25	28	28	NUM
futech-622	96	26	]	]	PUNCT
futech-622	96	27	.	.	PUNCT
futech-622	97	1	machine	machine	NOUN
futech-622	97	2	-	-	PUNCT
futech-622	97	3	driven	drive	VERB
futech-622	97	4	analytics	analytic	NOUN
futech-622	97	5	for	for	ADP
futech-622	97	6	idea	idea	NOUN
futech-622	97	7	generation	generation	NOUN
futech-622	97	8	.	.	PUNCT
futech-622	98	1	this	this	DET
futech-622	98	2	study	study	NOUN
futech-622	98	3	shows	show	VERB
futech-622	98	4	how	how	SCONJ
futech-622	98	5	systematic	systematic	ADJ
futech-622	98	6	text	text	NOUN
futech-622	98	7	analysis	analysis	NOUN
futech-622	98	8	can	can	AUX
futech-622	98	9	identify	identify	VERB
futech-622	98	10	new	new	ADJ
futech-622	98	11	product	product	NOUN
futech-622	98	12	opportunities	opportunity	NOUN
futech-622	98	13	and	and	CCONJ
futech-622	98	14	eliminate	eliminate	VERB
futech-622	98	15	the	the	DET
futech-622	98	16	need	need	NOUN
futech-622	98	17	for	for	ADP
futech-622	98	18	subjective	subjective	ADJ
futech-622	98	19	,	,	PUNCT
futech-622	98	20	manual	manual	ADJ
futech-622	98	21	brainstorming	brainstorming	NOUN
futech-622	98	22	[	[	X
futech-622	98	23	29	29	NUM
futech-622	98	24	]	]	PUNCT
futech-622	98	25	.	.	PUNCT
futech-622	99	1	collaborative	collaborative	ADJ
futech-622	99	2	design	design	NOUN
futech-622	99	3	ontologies	ontology	NOUN
futech-622	99	4	are	be	AUX
futech-622	99	5	another	another	DET
futech-622	99	6	example	example	NOUN
futech-622	99	7	of	of	ADP
futech-622	99	8	how	how	SCONJ
futech-622	99	9	structured	structured	ADJ
futech-622	99	10	knowledge	knowledge	NOUN
futech-622	99	11	can	can	AUX
futech-622	99	12	be	be	AUX
futech-622	99	13	integrated	integrate	VERB
futech-622	99	14	with	with	ADP
futech-622	99	15	text	text	NOUN
futech-622	99	16	-	-	PUNCT
futech-622	99	17	based	base	VERB
futech-622	99	18	derived	derived	ADJ
futech-622	99	19	knowledge	knowledge	NOUN
futech-622	99	20	to	to	PART
futech-622	99	21	facilitate	facilitate	VERB
futech-622	99	22	more	more	ADV
futech-622	99	23	strategic	strategic	ADJ
futech-622	99	24	,	,	PUNCT
futech-622	99	25	future	future	ADJ
futech-622	99	26	-	-	PUNCT
futech-622	99	27	aware	aware	ADJ
futech-622	99	28	innovation	innovation	NOUN
futech-622	99	29	activities	activity	NOUN
futech-622	99	30	[	[	X
futech-622	99	31	30	30	NUM
futech-622	99	32	]	]	PUNCT
futech-622	99	33	.	.	PUNCT
futech-622	100	1	these	these	DET
futech-622	100	2	research	research	NOUN
futech-622	100	3	studies	study	NOUN
futech-622	100	4	validate	validate	VERB
futech-622	100	5	the	the	DET
futech-622	100	6	growing	grow	VERB
futech-622	100	7	importance	importance	NOUN
futech-622	100	8	of	of	ADP
futech-622	100	9	automated	automate	VERB
futech-622	100	10	,	,	PUNCT
futech-622	100	11	data	data	NOUN
futech-622	100	12	-	-	PUNCT
futech-622	100	13	driven	drive	VERB
futech-622	100	14	approaches	approach	NOUN
futech-622	100	15	for	for	ADP
futech-622	100	16	identifying	identify	VERB
futech-622	100	17	opportunities	opportunity	NOUN
futech-622	100	18	and	and	CCONJ
futech-622	100	19	making	make	VERB
futech-622	100	20	strategic	strategic	ADJ
futech-622	100	21	decisions	decision	NOUN
futech-622	100	22	in	in	ADP
futech-622	100	23	product	product	NOUN
futech-622	100	24	innovation	innovation	NOUN
futech-622	100	25	.	.	PUNCT
futech-622	101	1	2.6	2.6	NUM
futech-622	101	2	comparative	comparative	ADJ
futech-622	101	3	summary	summary	NOUN
futech-622	101	4	of	of	ADP
futech-622	101	5	existing	exist	VERB
futech-622	101	6	work	work	NOUN
futech-622	101	7	prior	prior	ADJ
futech-622	101	8	research	research	NOUN
futech-622	101	9	,	,	PUNCT
futech-622	101	10	taken	take	VERB
futech-622	101	11	together	together	ADV
futech-622	101	12	,	,	PUNCT
futech-622	101	13	demonstrates	demonstrate	VERB
futech-622	101	14	substantial	substantial	ADJ
futech-622	101	15	progress	progress	NOUN
futech-622	101	16	in	in	ADP
futech-622	101	17	triz	triz	PROPN
futech-622	101	18	-	-	PUNCT
futech-622	101	19	based	base	VERB
futech-622	101	20	innovation	innovation	NOUN
futech-622	101	21	,	,	PUNCT
futech-622	101	22	text	text	NOUN
futech-622	101	23	mining	mining	NOUN
futech-622	101	24	,	,	PUNCT
futech-622	101	25	ontologybased	ontologybase	VERB
futech-622	101	26	knowledge	knowledge	NOUN
futech-622	101	27	integration	integration	NOUN
futech-622	101	28	,	,	PUNCT
futech-622	101	29	and	and	CCONJ
futech-622	101	30	ai	ai	NOUN
futech-622	101	31	-	-	PUNCT
futech-622	101	32	based	base	VERB
futech-622	101	33	ideation	ideation	NOUN
futech-622	101	34	.	.	PUNCT
futech-622	102	1	table	table	NOUN
futech-622	102	2	1	1	NUM
futech-622	102	3	summarizes	summarize	NOUN
futech-622	102	4	key	key	ADJ
futech-622	102	5	contributions	contribution	NOUN
futech-622	102	6	and	and	CCONJ
futech-622	102	7	methodological	methodological	ADJ
futech-622	102	8	advancements	advancement	NOUN
futech-622	102	9	,	,	PUNCT
futech-622	102	10	highlighting	highlight	VERB
futech-622	102	11	the	the	DET
futech-622	102	12	growing	grow	VERB
futech-622	102	13	convergence	convergence	NOUN
futech-622	102	14	of	of	ADP
futech-622	102	15	nlp	nlp	NOUN
futech-622	102	16	,	,	PUNCT
futech-622	102	17	knowledge	knowledge	NOUN
futech-622	102	18	engineering	engineering	NOUN
futech-622	102	19	,	,	PUNCT
futech-622	102	20	and	and	CCONJ
futech-622	102	21	triz	triz	PROPN
futech-622	102	22	reasoning	reasoning	NOUN
futech-622	102	23	in	in	ADP
futech-622	102	24	cai	cai	PROPN
futech-622	102	25	systems	system	NOUN
futech-622	102	26	.	.	PUNCT
futech-622	103	1	3	3	X
futech-622	103	2	.	.	NUM
futech-622	103	3	proposed	propose	VERB
futech-622	103	4	framework	framework	NOUN
futech-622	103	5	3.1	3.1	NUM
futech-622	103	6	architecture	architecture	NOUN
futech-622	103	7	overview	overview	NOUN
futech-622	103	8	the	the	DET
futech-622	103	9	proposed	propose	VERB
futech-622	103	10	framework	framework	NOUN
futech-622	103	11	was	be	AUX
futech-622	103	12	built	build	VERB
futech-622	103	13	as	as	ADP
futech-622	103	14	a	a	DET
futech-622	103	15	three	three	NUM
futech-622	103	16	-	-	PUNCT
futech-622	103	17	tier	tier	NOUN
futech-622	103	18	architecture	architecture	NOUN
futech-622	103	19	to	to	PART
futech-622	103	20	transform	transform	VERB
futech-622	103	21	unstructured	unstructured	ADJ
futech-622	103	22	textual	textual	ADJ
futech-622	103	23	data	datum	NOUN
futech-622	103	24	into	into	ADP
futech-622	103	25	structured	structured	ADJ
futech-622	103	26	innovation	innovation	NOUN
futech-622	103	27	insights	insight	NOUN
futech-622	103	28	and	and	CCONJ
futech-622	103	29	triz	triz	NOUN
futech-622	103	30	-	-	PUNCT
futech-622	103	31	driven	drive	VERB
futech-622	103	32	design	design	NOUN
futech-622	103	33	recommendations	recommendation	NOUN
futech-622	103	34	.	.	PUNCT
futech-622	104	1	the	the	DET
futech-622	104	2	first	first	ADJ
futech-622	104	3	tier	tier	NOUN
futech-622	104	4	,	,	PUNCT
futech-622	104	5	the	the	DET
futech-622	104	6	text	text	NOUN
futech-622	104	7	mining	mining	NOUN
futech-622	104	8	layer	layer	NOUN
futech-622	104	9	,	,	PUNCT
futech-622	104	10	was	be	AUX
futech-622	104	11	responsible	responsible	ADJ
futech-622	104	12	for	for	ADP
futech-622	104	13	data	data	NOUN
futech-622	104	14	ingestion	ingestion	NOUN
futech-622	104	15	,	,	PUNCT
futech-622	104	16	preprocessing	preprocessing	NOUN
futech-622	104	17	,	,	PUNCT
futech-622	104	18	topic	topic	NOUN
futech-622	104	19	modelling	modelling	NOUN
futech-622	104	20	,	,	PUNCT
futech-622	104	21	entity	entity	NOUN
futech-622	104	22	extraction	extraction	NOUN
futech-622	104	23	,	,	PUNCT
futech-622	104	24	and	and	CCONJ
futech-622	104	25	sentiment	sentiment	NOUN
futech-622	104	26	evaluation	evaluation	NOUN
futech-622	104	27	.	.	PUNCT
futech-622	105	1	the	the	DET
futech-622	105	2	second	second	ADJ
futech-622	105	3	tier	tier	NOUN
futech-622	105	4	,	,	PUNCT
futech-622	105	5	the	the	DET
futech-622	105	6	knowledge	knowledge	NOUN
futech-622	105	7	management	management	NOUN
futech-622	105	8	layer	layer	NOUN
futech-622	105	9	,	,	PUNCT
futech-622	105	10	was	be	AUX
futech-622	105	11	an	an	DET
futech-622	105	12	ontology	ontology	NOUN
futech-622	105	13	-	-	PUNCT
futech-622	105	14	based	base	VERB
futech-622	105	15	repository	repository	NOUN
futech-622	105	16	for	for	ADP
futech-622	105	17	storing	store	VERB
futech-622	105	18	the	the	DET
futech-622	105	19	extracted	extract	VERB
futech-622	105	20	design	design	NOUN
futech-622	105	21	features	feature	NOUN
futech-622	105	22	,	,	PUNCT
futech-622	105	23	functional	functional	ADJ
futech-622	105	24	attributes	attribute	NOUN
futech-622	105	25	,	,	PUNCT
futech-622	105	26	contradictions	contradiction	NOUN
futech-622	105	27	,	,	PUNCT
futech-622	105	28	and	and	CCONJ
futech-622	105	29	trizrelated	trizrelate	VERB
futech-622	105	30	knowledge	knowledge	NOUN
futech-622	105	31	in	in	ADP
futech-622	105	32	a	a	DET
futech-622	105	33	structured	structured	ADJ
futech-622	105	34	,	,	PUNCT
futech-622	105	35	semantically	semantically	ADV
futech-622	105	36	consistent	consistent	ADJ
futech-622	105	37	smk	smk	NOUN
futech-622	105	38	.	.	PUNCT
futech-622	106	1	ganesh	ganesh	PROPN
futech-622	106	2	et	et	PROPN
futech-622	106	3	al	al	PROPN
futech-622	106	4	.	.	PROPN
futech-622	106	5	/future	/future	PUNCT
futech-622	106	6	technology	technology	PROPN
futech-622	106	7	february	february	PROPN
futech-622	106	8	2026|	2026|	NUM
futech-622	106	9	volume	volume	NOUN
futech-622	106	10	05	05	NUM
futech-622	107	1	|	|	ADV
futech-622	107	2	issue	issue	NOUN
futech-622	107	3	01	01	NUM
futech-622	108	1	|	|	ADV
futech-622	108	2	pages	page	NOUN
futech-622	108	3	278	278	NUM
futech-622	108	4	-	-	SYM
futech-622	108	5	289	289	NUM
futech-622	108	6	281	281	NUM
futech-622	108	7	format	format	NOUN
futech-622	108	8	.	.	PUNCT
futech-622	109	1	the	the	DET
futech-622	109	2	third	third	ADJ
futech-622	109	3	tier	tier	NOUN
futech-622	109	4	,	,	PUNCT
futech-622	109	5	the	the	DET
futech-622	109	6	cai	cai	PROPN
futech-622	109	7	dashboard	dashboard	NOUN
futech-622	109	8	,	,	PUNCT
futech-622	109	9	was	be	AUX
futech-622	109	10	an	an	DET
futech-622	109	11	interactive	interactive	ADJ
futech-622	109	12	environment	environment	NOUN
futech-622	109	13	where	where	SCONJ
futech-622	109	14	designers	designer	NOUN
futech-622	109	15	could	could	AUX
futech-622	109	16	visualize	visualize	VERB
futech-622	109	17	extracted	extract	VERB
futech-622	109	18	insights	insight	NOUN
futech-622	109	19	,	,	PUNCT
futech-622	109	20	investigate	investigate	VERB
futech-622	109	21	the	the	DET
futech-622	109	22	contradictions	contradiction	NOUN
futech-622	109	23	,	,	PUNCT
futech-622	109	24	and	and	CCONJ
futech-622	109	25	generate	generate	VERB
futech-622	109	26	solution	solution	NOUN
futech-622	109	27	strategies	strategy	NOUN
futech-622	109	28	.	.	PUNCT
futech-622	110	1	these	these	DET
futech-622	110	2	layers	layer	NOUN
futech-622	110	3	have	have	AUX
futech-622	110	4	been	be	AUX
futech-622	110	5	linked	link	VERB
futech-622	110	6	through	through	ADP
futech-622	110	7	a	a	DET
futech-622	110	8	welldefined	welldefine	VERB
futech-622	110	9	data	data	NOUN
futech-622	110	10	flow	flow	NOUN
futech-622	110	11	that	that	PRON
futech-622	110	12	started	start	VERB
futech-622	110	13	with	with	ADP
futech-622	110	14	raw	raw	ADJ
futech-622	110	15	text	text	NOUN
futech-622	110	16	,	,	PUNCT
futech-622	110	17	transformed	transform	VERB
futech-622	110	18	into	into	ADP
futech-622	110	19	processed	process	VERB
futech-622	110	20	linguistic	linguistic	ADJ
futech-622	110	21	features	feature	NOUN
futech-622	110	22	,	,	PUNCT
futech-622	110	23	then	then	ADV
futech-622	110	24	into	into	ADP
futech-622	110	25	semantic	semantic	ADJ
futech-622	110	26	knowledge	knowledge	NOUN
futech-622	110	27	units	unit	NOUN
futech-622	110	28	,	,	PUNCT
futech-622	110	29	and	and	CCONJ
futech-622	110	30	finally	finally	ADV
futech-622	110	31	into	into	ADP
futech-622	110	32	structured	structured	ADJ
futech-622	110	33	reasoning	reasoning	NOUN
futech-622	110	34	outputs	output	NOUN
futech-622	110	35	for	for	ADP
futech-622	110	36	design	design	NOUN
futech-622	110	37	support	support	NOUN
futech-622	110	38	.	.	PUNCT
futech-622	111	1	using	use	VERB
futech-622	111	2	a	a	DET
futech-622	111	3	modular	modular	ADJ
futech-622	111	4	architecture	architecture	NOUN
futech-622	111	5	,	,	PUNCT
futech-622	111	6	the	the	DET
futech-622	111	7	pipeline	pipeline	NOUN
futech-622	111	8	was	be	AUX
futech-622	111	9	ensured	ensure	VERB
futech-622	111	10	to	to	PART
futech-622	111	11	be	be	AUX
futech-622	111	12	interoperable	interoperable	ADJ
futech-622	111	13	,	,	PUNCT
futech-622	111	14	traceable	traceable	ADJ
futech-622	111	15	,	,	PUNCT
futech-622	111	16	and	and	CCONJ
futech-622	111	17	extensible	extensible	ADJ
futech-622	111	18	throughout	throughout	NOUN
futech-622	111	19	.	.	PUNCT
futech-622	112	1	this	this	DET
futech-622	112	2	structure	structure	NOUN
futech-622	112	3	enabled	enable	VERB
futech-622	112	4	steady	steady	ADJ
futech-622	112	5	progress	progress	NOUN
futech-622	112	6	from	from	ADP
futech-622	112	7	textual	textual	ADJ
futech-622	112	8	evidence	evidence	NOUN
futech-622	112	9	gathered	gather	VERB
futech-622	112	10	from	from	ADP
futech-622	112	11	user	user	NOUN
futech-622	112	12	reviews	review	NOUN
futech-622	112	13	,	,	PUNCT
futech-622	112	14	patents	patent	NOUN
futech-622	112	15	,	,	PUNCT
futech-622	112	16	and	and	CCONJ
futech-622	112	17	technical	technical	ADJ
futech-622	112	18	blogs	blog	NOUN
futech-622	112	19	to	to	ADP
futech-622	112	20	systematic	systematic	ADJ
futech-622	112	21	reasoning	reasoning	NOUN
futech-622	112	22	tasks	task	NOUN
futech-622	112	23	such	such	ADJ
futech-622	112	24	as	as	ADP
futech-622	112	25	contradiction	contradiction	NOUN
futech-622	112	26	identification	identification	NOUN
futech-622	112	27	,	,	PUNCT
futech-622	112	28	inventive	inventive	ADJ
futech-622	112	29	principle	principle	ADJ
futech-622	112	30	selection	selection	NOUN
futech-622	112	31	,	,	PUNCT
futech-622	112	32	and	and	CCONJ
futech-622	112	33	the	the	DET
futech-622	112	34	provision	provision	NOUN
futech-622	112	35	of	of	ADP
futech-622	112	36	actionable	actionable	ADJ
futech-622	112	37	design	design	NOUN
futech-622	112	38	guidance	guidance	NOUN
futech-622	112	39	.	.	PUNCT
futech-622	113	1	table	table	NOUN
futech-622	113	2	1	1	NUM
futech-622	113	3	.	.	NUM
futech-622	113	4	selected	select	VERB
futech-622	113	5	key	key	ADJ
futech-622	113	6	contributions	contribution	NOUN
futech-622	113	7	in	in	ADP
futech-622	113	8	innovation	innovation	NOUN
futech-622	113	9	research	research	NOUN
futech-622	113	10	reference	reference	NOUN
futech-622	113	11	core	core	NOUN
futech-622	113	12	contribution	contribution	NOUN
futech-622	113	13	[	[	X
futech-622	113	14	23	23	NUM
futech-622	113	15	]	]	PUNCT
futech-622	113	16	detailed	detailed	ADJ
futech-622	113	17	analysis	analysis	NOUN
futech-622	113	18	of	of	ADP
futech-622	113	19	triz	triz	PROPN
futech-622	113	20	inventive	inventive	ADJ
futech-622	113	21	principles	principle	NOUN
futech-622	113	22	and	and	CCONJ
futech-622	113	23	systematic	systematic	ADJ
futech-622	113	24	reasoning	reasoning	NOUN
futech-622	113	25	.	.	PUNCT
futech-622	114	1	[	[	X
futech-622	114	2	26	26	NUM
futech-622	114	3	]	]	PUNCT
futech-622	114	4	integration	integration	NOUN
futech-622	114	5	of	of	ADP
futech-622	114	6	triz	triz	PROPN
futech-622	114	7	logic	logic	NOUN
futech-622	114	8	with	with	ADP
futech-622	114	9	large	large	ADJ
futech-622	114	10	-	-	PUNCT
futech-622	114	11	scale	scale	NOUN
futech-622	114	12	text	text	NOUN
futech-622	114	13	analysis	analysis	NOUN
futech-622	114	14	.	.	PUNCT
futech-622	115	1	[	[	X
futech-622	115	2	25	25	NUM
futech-622	115	3	]	]	PUNCT
futech-622	115	4	introduction	introduction	NOUN
futech-622	115	5	of	of	ADP
futech-622	115	6	autotriz	autotriz	NOUN
futech-622	115	7	for	for	ADP
futech-622	115	8	ai	ai	ADJ
futech-622	115	9	-	-	PUNCT
futech-622	115	10	assisted	assist	VERB
futech-622	115	11	idea	idea	NOUN
futech-622	115	12	generation	generation	NOUN
futech-622	115	13	.	.	PUNCT
futech-622	116	1	[	[	X
futech-622	116	2	19	19	NUM
futech-622	116	3	]	]	X
futech-622	116	4	comprehensive	comprehensive	ADJ
futech-622	116	5	survey	survey	NOUN
futech-622	116	6	on	on	ADP
futech-622	116	7	automatic	automatic	ADJ
futech-622	116	8	knowledge	knowledge	NOUN
futech-622	116	9	graph	graph	NOUN
futech-622	116	10	construction	construction	NOUN
futech-622	116	11	.	.	PUNCT
futech-622	117	1	[	[	X
futech-622	117	2	21	21	NUM
futech-622	117	3	]	]	X
futech-622	117	4	joint	joint	ADJ
futech-622	117	5	application	application	NOUN
futech-622	117	6	of	of	ADP
futech-622	117	7	morphology	morphology	NOUN
futech-622	117	8	analysis	analysis	NOUN
futech-622	117	9	,	,	PUNCT
futech-622	117	10	triz	triz	NOUN
futech-622	117	11	,	,	PUNCT
futech-622	117	12	and	and	CCONJ
futech-622	117	13	text	text	NOUN
futech-622	117	14	mining	mining	NOUN
futech-622	117	15	for	for	ADP
futech-622	117	16	strategic	strategic	ADJ
futech-622	117	17	planning	planning	NOUN
futech-622	117	18	.	.	PUNCT
futech-622	118	1	[	[	X
futech-622	118	2	20	20	NUM
futech-622	118	3	]	]	X
futech-622	118	4	systematic	systematic	ADJ
futech-622	118	5	analysis	analysis	NOUN
futech-622	118	6	of	of	ADP
futech-622	118	7	machine	machine	NOUN
futech-622	118	8	learning	learning	NOUN
futech-622	118	9	–	–	PUNCT
futech-622	118	10	based	base	VERB
futech-622	118	11	kg	kg	PROPN
futech-622	118	12	construction	construction	NOUN
futech-622	118	13	methods	method	NOUN
futech-622	118	14	.	.	PUNCT
futech-622	119	1	[	[	X
futech-622	119	2	29	29	NUM
futech-622	119	3	]	]	SYM
futech-622	119	4	review	review	NOUN
futech-622	119	5	of	of	ADP
futech-622	119	6	machine	machine	NOUN
futech-622	119	7	-	-	PUNCT
futech-622	119	8	driven	drive	VERB
futech-622	119	9	analytics	analytic	NOUN
futech-622	119	10	for	for	ADP
futech-622	119	11	idea	idea	NOUN
futech-622	119	12	generation	generation	NOUN
futech-622	119	13	.	.	PUNCT
futech-622	120	1	[	[	X
futech-622	120	2	24	24	NUM
futech-622	120	3	]	]	PUNCT
futech-622	120	4	analysis	analysis	NOUN
futech-622	120	5	of	of	ADP
futech-622	120	6	cad	cad	NOUN
futech-622	120	7	-	-	PUNCT
futech-622	120	8	supported	support	VERB
futech-622	120	9	innovation	innovation	NOUN
futech-622	120	10	workflows	workflow	NOUN
futech-622	120	11	.	.	PUNCT
futech-622	121	1	[	[	X
futech-622	121	2	28	28	NUM
futech-622	121	3	]	]	PUNCT
futech-622	121	4	technology	technology	NOUN
futech-622	121	5	intelligence	intelligence	NOUN
futech-622	121	6	methods	method	NOUN
futech-622	121	7	for	for	ADP
futech-622	121	8	forecasting	forecast	VERB
futech-622	121	9	innovation	innovation	NOUN
futech-622	121	10	opportunities	opportunity	NOUN
futech-622	121	11	.	.	PUNCT
futech-622	122	1	[	[	X
futech-622	122	2	30	30	NUM
futech-622	122	3	]	]	X
futech-622	122	4	ontological	ontological	ADJ
futech-622	122	5	modelling	modelling	NOUN
futech-622	122	6	for	for	ADP
futech-622	122	7	collaborative	collaborative	ADJ
futech-622	122	8	design	design	NOUN
futech-622	122	9	knowledge	knowledge	NOUN
futech-622	122	10	.	.	PUNCT
futech-622	123	1	3.2	3.2	NUM
futech-622	123	2	functional	functional	ADJ
futech-622	123	3	modules	module	NOUN
futech-622	123	4	the	the	DET
futech-622	123	5	text	text	NOUN
futech-622	123	6	mining	mining	NOUN
futech-622	123	7	engine	engine	NOUN
futech-622	123	8	served	serve	VERB
futech-622	123	9	as	as	ADP
futech-622	123	10	the	the	DET
futech-622	123	11	analytical	analytical	ADJ
futech-622	123	12	center	center	NOUN
futech-622	123	13	of	of	ADP
futech-622	123	14	the	the	DET
futech-622	123	15	framework	framework	NOUN
futech-622	123	16	.	.	PUNCT
futech-622	124	1	it	it	PRON
futech-622	124	2	was	be	AUX
futech-622	124	3	based	base	VERB
futech-622	124	4	on	on	ADP
futech-622	124	5	processing	process	VERB
futech-622	124	6	textual	textual	ADJ
futech-622	124	7	data	datum	NOUN
futech-622	124	8	using	use	VERB
futech-622	124	9	a	a	DET
futech-622	124	10	suite	suite	NOUN
futech-622	124	11	of	of	ADP
futech-622	124	12	natural	natural	ADJ
futech-622	124	13	language	language	NOUN
futech-622	124	14	processing	processing	NOUN
futech-622	124	15	operations	operation	NOUN
futech-622	124	16	,	,	PUNCT
futech-622	124	17	starting	start	VERB
futech-622	124	18	with	with	ADP
futech-622	124	19	pre	pre	ADJ
futech-622	124	20	-	-	ADJ
futech-622	124	21	processing	processing	ADJ
futech-622	124	22	steps	step	NOUN
futech-622	124	23	such	such	ADJ
futech-622	124	24	as	as	ADP
futech-622	124	25	tokenization	tokenization	NOUN
futech-622	124	26	,	,	PUNCT
futech-622	124	27	normalization	normalization	NOUN
futech-622	124	28	,	,	PUNCT
futech-622	124	29	lemmatization	lemmatization	NOUN
futech-622	124	30	,	,	PUNCT
futech-622	124	31	and	and	CCONJ
futech-622	124	32	domain	domain	NOUN
futech-622	124	33	-	-	PUNCT
futech-622	124	34	specific	specific	ADJ
futech-622	124	35	stopword	stopword	NOUN
futech-622	124	36	removal	removal	NOUN
futech-622	124	37	.	.	PUNCT
futech-622	125	1	topic	topic	NOUN
futech-622	125	2	modeling	modeling	NOUN
futech-622	125	3	was	be	AUX
futech-622	125	4	applied	apply	VERB
futech-622	125	5	to	to	PART
futech-622	125	6	identify	identify	VERB
futech-622	125	7	recurring	recur	VERB
futech-622	125	8	themes	theme	NOUN
futech-622	125	9	in	in	ADP
futech-622	125	10	product	product	NOUN
futech-622	125	11	functions	function	NOUN
futech-622	125	12	,	,	PUNCT
futech-622	125	13	performance	performance	NOUN
futech-622	125	14	issues	issue	NOUN
futech-622	125	15	,	,	PUNCT
futech-622	125	16	and	and	CCONJ
futech-622	125	17	user	user	NOUN
futech-622	125	18	expectations	expectation	NOUN
futech-622	125	19	.	.	PUNCT
futech-622	126	1	named	name	VERB
futech-622	126	2	entity	entity	NOUN
futech-622	126	3	recognition	recognition	NOUN
futech-622	126	4	was	be	AUX
futech-622	126	5	used	use	VERB
futech-622	126	6	to	to	PART
futech-622	126	7	extract	extract	VERB
futech-622	126	8	relevant	relevant	ADJ
futech-622	126	9	features	feature	NOUN
futech-622	126	10	,	,	PUNCT
futech-622	126	11	components	component	NOUN
futech-622	126	12	,	,	PUNCT
futech-622	126	13	materials	material	NOUN
futech-622	126	14	,	,	PUNCT
futech-622	126	15	and	and	CCONJ
futech-622	126	16	operational	operational	ADJ
futech-622	126	17	contexts	contexts	NOUN
futech-622	126	18	,	,	PUNCT
futech-622	126	19	and	and	CCONJ
futech-622	126	20	sentiment	sentiment	NOUN
futech-622	126	21	analysis	analysis	NOUN
futech-622	126	22	was	be	AUX
futech-622	126	23	used	use	VERB
futech-622	126	24	to	to	PART
futech-622	126	25	classify	classify	VERB
futech-622	126	26	users	user	NOUN
futech-622	126	27	'	'	PART
futech-622	126	28	attitudes	attitude	NOUN
futech-622	126	29	towards	towards	ADP
futech-622	126	30	each	each	DET
futech-622	126	31	extracted	extract	VERB
futech-622	126	32	feature	feature	NOUN
futech-622	126	33	to	to	PART
futech-622	126	34	identify	identify	VERB
futech-622	126	35	strengths	strength	NOUN
futech-622	126	36	,	,	PUNCT
futech-622	126	37	weaknesses	weakness	NOUN
futech-622	126	38	,	,	PUNCT
futech-622	126	39	and	and	CCONJ
futech-622	126	40	pain	pain	NOUN
futech-622	126	41	points	point	NOUN
futech-622	126	42	.	.	PUNCT
futech-622	127	1	the	the	DET
futech-622	127	2	engine	engine	NOUN
futech-622	127	3	also	also	ADV
futech-622	127	4	associated	associate	VERB
futech-622	127	5	extracted	extract	VERB
futech-622	127	6	entities	entity	NOUN
futech-622	127	7	with	with	ADP
futech-622	127	8	their	their	PRON
futech-622	127	9	sentiment	sentiment	NOUN
futech-622	127	10	polarity	polarity	NOUN
futech-622	127	11	,	,	PUNCT
futech-622	127	12	resulting	result	VERB
futech-622	127	13	in	in	ADP
futech-622	127	14	meaningful	meaningful	ADJ
futech-622	127	15	feature	feature	NOUN
futech-622	127	16	-	-	PUNCT
futech-622	127	17	sentiment	sentiment	NOUN
futech-622	127	18	relationships	relationship	NOUN
futech-622	127	19	that	that	PRON
futech-622	127	20	were	be	AUX
futech-622	127	21	later	later	ADV
futech-622	127	22	used	use	VERB
futech-622	127	23	for	for	ADP
futech-622	127	24	contradiction	contradiction	NOUN
futech-622	127	25	detection	detection	NOUN
futech-622	127	26	.	.	PUNCT
futech-622	128	1	the	the	DET
futech-622	128	2	result	result	NOUN
futech-622	128	3	of	of	ADP
futech-622	128	4	these	these	PRON
futech-622	128	5	was	be	AUX
futech-622	128	6	structured	structured	ADJ
futech-622	128	7	design	design	NOUN
futech-622	128	8	-	-	PUNCT
futech-622	128	9	related	relate	VERB
futech-622	128	10	information	information	NOUN
futech-622	128	11	,	,	PUNCT
futech-622	128	12	including	include	VERB
futech-622	128	13	user	user	NOUN
futech-622	128	14	requirements	requirement	NOUN
futech-622	128	15	,	,	PUNCT
futech-622	128	16	technical	technical	ADJ
futech-622	128	17	problems	problem	NOUN
futech-622	128	18	,	,	PUNCT
futech-622	128	19	performance	performance	NOUN
futech-622	128	20	descriptors	descriptor	NOUN
futech-622	128	21	,	,	PUNCT
futech-622	128	22	and	and	CCONJ
futech-622	128	23	candidate	candidate	NOUN
futech-622	128	24	features	feature	NOUN
futech-622	128	25	for	for	ADP
futech-622	128	26	improvement	improvement	NOUN
futech-622	128	27	.	.	PUNCT
futech-622	129	1	the	the	DET
futech-622	129	2	knowledge	knowledge	NOUN
futech-622	129	3	repository	repository	NOUN
futech-622	129	4	stored	store	VERB
futech-622	129	5	all	all	DET
futech-622	129	6	extracted	extract	VERB
futech-622	129	7	information	information	NOUN
futech-622	129	8	in	in	ADP
futech-622	129	9	a	a	DET
futech-622	129	10	structured	structured	ADJ
futech-622	129	11	ontology	ontology	NOUN
futech-622	129	12	comprising	comprise	VERB
futech-622	129	13	well	well	ADV
futech-622	129	14	-	-	PUNCT
futech-622	129	15	defined	define	VERB
futech-622	129	16	classes	class	NOUN
futech-622	129	17	,	,	PUNCT
futech-622	129	18	relationships	relationship	NOUN
futech-622	129	19	,	,	PUNCT
futech-622	129	20	and	and	CCONJ
futech-622	129	21	semantic	semantic	ADJ
futech-622	129	22	constraints	constraint	NOUN
futech-622	129	23	.	.	PUNCT
futech-622	130	1	the	the	DET
futech-622	130	2	ontology	ontology	NOUN
futech-622	130	3	included	include	VERB
futech-622	130	4	captured	capture	VERB
futech-622	130	5	product	product	NOUN
futech-622	130	6	features	feature	NOUN
futech-622	130	7	,	,	PUNCT
futech-622	130	8	user	user	NOUN
futech-622	130	9	requirements	requirement	NOUN
futech-622	130	10	,	,	PUNCT
futech-622	130	11	technical	technical	ADJ
futech-622	130	12	problems	problem	NOUN
futech-622	130	13	,	,	PUNCT
futech-622	130	14	sentiments	sentiment	NOUN
futech-622	130	15	,	,	PUNCT
futech-622	130	16	functional	functional	ADJ
futech-622	130	17	relationships	relationship	NOUN
futech-622	130	18	,	,	PUNCT
futech-622	130	19	contradictions	contradiction	NOUN
futech-622	130	20	,	,	PUNCT
futech-622	130	21	and	and	CCONJ
futech-622	130	22	triz	triz	PROPN
futech-622	130	23	concepts	concept	NOUN
futech-622	130	24	,	,	PUNCT
futech-622	130	25	and	and	CCONJ
futech-622	130	26	it	it	PRON
futech-622	130	27	enabled	enable	VERB
futech-622	130	28	each	each	DET
futech-622	130	29	element	element	NOUN
futech-622	130	30	to	to	PART
futech-622	130	31	be	be	AUX
futech-622	130	32	represented	represent	VERB
futech-622	130	33	consistently	consistently	ADV
futech-622	130	34	and	and	CCONJ
futech-622	130	35	interconnected	interconnected	ADJ
futech-622	130	36	.	.	PUNCT
futech-622	131	1	all	all	DET
futech-622	131	2	the	the	DET
futech-622	131	3	text	text	NOUN
futech-622	131	4	-	-	PUNCT
futech-622	131	5	mining	mining	NOUN
futech-622	131	6	outputs	output	NOUN
futech-622	131	7	were	be	AUX
futech-622	131	8	transformed	transform	VERB
futech-622	131	9	into	into	ADP
futech-622	131	10	knowledge	knowledge	NOUN
futech-622	131	11	graph	graph	NOUN
futech-622	131	12	triples	triple	NOUN
futech-622	131	13	,	,	PUNCT
futech-622	131	14	which	which	PRON
futech-622	131	15	can	can	AUX
futech-622	131	16	be	be	AUX
futech-622	131	17	queried	query	VERB
futech-622	131	18	semantically	semantically	ADV
futech-622	131	19	and	and	CCONJ
futech-622	131	20	used	use	VERB
futech-622	131	21	for	for	ADP
futech-622	131	22	rule	rule	NOUN
futech-622	131	23	-	-	PUNCT
futech-622	131	24	based	base	VERB
futech-622	131	25	reasoning	reasoning	NOUN
futech-622	131	26	.	.	PUNCT
futech-622	132	1	the	the	DET
futech-622	132	2	ontology	ontology	NOUN
futech-622	132	3	layer	layer	NOUN
futech-622	132	4	served	serve	VERB
futech-622	132	5	as	as	ADP
futech-622	132	6	the	the	DET
futech-622	132	7	central	central	ADJ
futech-622	132	8	reasoning	reasoning	NOUN
futech-622	132	9	engine	engine	NOUN
futech-622	132	10	,	,	PUNCT
futech-622	132	11	responsible	responsible	ADJ
futech-622	132	12	for	for	ADP
futech-622	132	13	detecting	detect	VERB
futech-622	132	14	contradictions	contradiction	NOUN
futech-622	132	15	using	use	VERB
futech-622	132	16	predefined	predefine	VERB
futech-622	132	17	logic	logic	NOUN
futech-622	132	18	,	,	PUNCT
futech-622	132	19	establishing	establish	VERB
futech-622	132	20	links	link	NOUN
futech-622	132	21	between	between	ADP
futech-622	132	22	design	design	NOUN
futech-622	132	23	issues	issue	NOUN
futech-622	132	24	and	and	CCONJ
futech-622	132	25	triz	triz	PROPN
futech-622	132	26	strategies	strategy	NOUN
futech-622	132	27	,	,	PUNCT
futech-622	132	28	and	and	CCONJ
futech-622	132	29	retrieving	retrieve	VERB
futech-622	132	30	relevant	relevant	ADJ
futech-622	132	31	past	past	ADJ
futech-622	132	32	examples	example	NOUN
futech-622	132	33	or	or	CCONJ
futech-622	132	34	technical	technical	ADJ
futech-622	132	35	analogies	analogy	NOUN
futech-622	132	36	.	.	PUNCT
futech-622	133	1	by	by	ADP
futech-622	133	2	structuring	structure	VERB
futech-622	133	3	knowledge	knowledge	NOUN
futech-622	133	4	semantically	semantically	ADV
futech-622	133	5	,	,	PUNCT
futech-622	133	6	this	this	DET
futech-622	133	7	module	module	NOUN
futech-622	133	8	ensured	ensure	VERB
futech-622	133	9	transparency	transparency	NOUN
futech-622	133	10	and	and	CCONJ
futech-622	133	11	reusability	reusability	NOUN
futech-622	133	12	in	in	ADP
futech-622	133	13	the	the	DET
futech-622	133	14	innovation	innovation	NOUN
futech-622	133	15	process	process	NOUN
futech-622	133	16	and	and	CCONJ
futech-622	133	17	supported	support	VERB
futech-622	133	18	systematic	systematic	ADJ
futech-622	133	19	decision	decision	NOUN
futech-622	133	20	-	-	PUNCT
futech-622	133	21	making	making	NOUN
futech-622	133	22	.	.	PUNCT
futech-622	134	1	the	the	DET
futech-622	134	2	cai	cai	PROPN
futech-622	134	3	dashboard	dashboard	PROPN
futech-622	134	4	offered	offer	VERB
futech-622	134	5	an	an	DET
futech-622	134	6	easy	easy	ADJ
futech-622	134	7	-	-	PUNCT
futech-622	134	8	to	to	ADP
futech-622	134	9	-	-	PUNCT
futech-622	134	10	use	use	NOUN
futech-622	134	11	interface	interface	NOUN
futech-622	134	12	that	that	PRON
futech-622	134	13	allowed	allow	VERB
futech-622	134	14	designers	designer	NOUN
futech-622	134	15	to	to	PART
futech-622	134	16	work	work	VERB
futech-622	134	17	with	with	ADP
futech-622	134	18	the	the	DET
futech-622	134	19	knowledge	knowledge	NOUN
futech-622	134	20	base	base	NOUN
futech-622	134	21	and	and	CCONJ
futech-622	134	22	apply	apply	VERB
futech-622	134	23	triz	triz	NOUN
futech-622	134	24	-	-	PUNCT
futech-622	134	25	guided	guide	VERB
futech-622	134	26	innovation	innovation	NOUN
futech-622	134	27	tools	tool	NOUN
futech-622	134	28	.	.	PUNCT
futech-622	135	1	it	it	PRON
futech-622	135	2	graphically	graphically	ADV
futech-622	135	3	displayed	display	VERB
futech-622	135	4	topic	topic	NOUN
futech-622	135	5	distributions	distribution	NOUN
futech-622	135	6	,	,	PUNCT
futech-622	135	7	sentiment	sentiment	NOUN
futech-622	135	8	trends	trend	NOUN
futech-622	135	9	,	,	PUNCT
futech-622	135	10	and	and	CCONJ
futech-622	135	11	emerging	emerge	VERB
futech-622	135	12	design	design	NOUN
futech-622	135	13	themes	theme	NOUN
futech-622	135	14	derived	derive	VERB
futech-622	135	15	from	from	ADP
futech-622	135	16	textual	textual	ADJ
futech-622	135	17	data	datum	NOUN
futech-622	135	18	.	.	PUNCT
futech-622	136	1	the	the	DET
futech-622	136	2	dashboard	dashboard	NOUN
futech-622	136	3	contained	contain	VERB
futech-622	136	4	what	what	PRON
futech-622	136	5	was	be	AUX
futech-622	136	6	called	call	VERB
futech-622	136	7	a	a	DET
futech-622	136	8	contradiction	contradiction	NOUN
futech-622	136	9	viewer	viewer	NOUN
futech-622	136	10	that	that	PRON
futech-622	136	11	presented	present	VERB
futech-622	136	12	automatically	automatically	ADV
futech-622	136	13	found	find	VERB
futech-622	136	14	conflicts	conflict	NOUN
futech-622	136	15	and	and	CCONJ
futech-622	136	16	their	their	PRON
futech-622	136	17	mapping	mapping	NOUN
futech-622	136	18	to	to	ADP
futech-622	136	19	corresponding	correspond	VERB
futech-622	136	20	triz	triz	PROPN
futech-622	136	21	categories	category	NOUN
futech-622	136	22	.	.	PUNCT
futech-622	137	1	it	it	PRON
futech-622	137	2	also	also	ADV
futech-622	137	3	provided	provide	VERB
futech-622	137	4	some	some	DET
futech-622	137	5	creative	creative	ADJ
futech-622	137	6	suggestions	suggestion	NOUN
futech-622	137	7	for	for	ADP
futech-622	137	8	the	the	DET
futech-622	137	9	principal	principal	ADJ
futech-622	137	10	recommendations	recommendation	NOUN
futech-622	137	11	based	base	VERB
futech-622	137	12	on	on	ADP
futech-622	137	13	the	the	DET
futech-622	137	14	type	type	NOUN
futech-622	137	15	of	of	ADP
futech-622	137	16	contradiction	contradiction	NOUN
futech-622	137	17	and	and	CCONJ
futech-622	137	18	the	the	DET
futech-622	137	19	contextual	contextual	ADJ
futech-622	137	20	information	information	NOUN
futech-622	137	21	in	in	ADP
futech-622	137	22	the	the	DET
futech-622	137	23	ontology	ontology	NOUN
futech-622	137	24	.	.	PUNCT
futech-622	138	1	additional	additional	ADJ
futech-622	138	2	features	feature	NOUN
futech-622	138	3	enabled	enable	VERB
futech-622	138	4	designers	designer	NOUN
futech-622	138	5	to	to	PART
futech-622	138	6	browse	browse	VERB
futech-622	138	7	design	design	NOUN
futech-622	138	8	knowledge	knowledge	NOUN
futech-622	138	9	,	,	PUNCT
futech-622	138	10	explore	explore	VERB
futech-622	138	11	relevant	relevant	ADJ
futech-622	138	12	ontology	ontology	NOUN
futech-622	138	13	nodes	node	NOUN
futech-622	138	14	,	,	PUNCT
futech-622	138	15	inspect	inspect	VERB
futech-622	138	16	previous	previous	ADJ
futech-622	138	17	solutions	solution	NOUN
futech-622	138	18	,	,	PUNCT
futech-622	138	19	and	and	CCONJ
futech-622	138	20	examine	examine	VERB
futech-622	138	21	technical	technical	ADJ
futech-622	138	22	analogies	analogy	NOUN
futech-622	138	23	.	.	PUNCT
futech-622	139	1	the	the	DET
futech-622	139	2	dashboard	dashboard	NOUN
futech-622	139	3	served	serve	VERB
futech-622	139	4	as	as	ADP
futech-622	139	5	the	the	DET
futech-622	139	6	final	final	ADJ
futech-622	139	7	layer	layer	NOUN
futech-622	139	8	of	of	ADP
futech-622	139	9	the	the	DET
futech-622	139	10	system	system	NOUN
futech-622	139	11	,	,	PUNCT
futech-622	139	12	enabling	enable	VERB
futech-622	139	13	designers	designer	NOUN
futech-622	139	14	to	to	PART
futech-622	139	15	efficiently	efficiently	ADV
futech-622	139	16	interpret	interpret	VERB
futech-622	139	17	insights	insight	NOUN
futech-622	139	18	and	and	CCONJ
futech-622	139	19	consider	consider	VERB
futech-622	139	20	potential	potential	ADJ
futech-622	139	21	innovation	innovation	NOUN
futech-622	139	22	directions	direction	NOUN
futech-622	139	23	.	.	PUNCT
futech-622	140	1	3.3	3.3	NUM
futech-622	140	2	workflow	workflow	NOUN
futech-622	140	3	the	the	DET
futech-622	140	4	system	system	NOUN
futech-622	140	5	followed	follow	VERB
futech-622	140	6	a	a	DET
futech-622	140	7	structured	structured	ADJ
futech-622	140	8	workflow	workflow	NOUN
futech-622	140	9	that	that	PRON
futech-622	140	10	began	begin	VERB
futech-622	140	11	with	with	ADP
futech-622	140	12	the	the	DET
futech-622	140	13	collection	collection	NOUN
futech-622	140	14	of	of	ADP
futech-622	140	15	text	text	NOUN
futech-622	140	16	data	datum	NOUN
futech-622	140	17	from	from	ADP
futech-622	140	18	user	user	NOUN
futech-622	140	19	reviews	review	NOUN
futech-622	140	20	,	,	PUNCT
futech-622	140	21	patent	patent	NOUN
futech-622	140	22	abstracts	abstract	NOUN
futech-622	140	23	,	,	PUNCT
futech-622	140	24	technical	technical	ADJ
futech-622	140	25	blog	blog	NOUN
futech-622	140	26	posts	post	NOUN
futech-622	140	27	,	,	PUNCT
futech-622	140	28	and	and	CCONJ
futech-622	140	29	product	product	NOUN
futech-622	140	30	descriptions	description	NOUN
futech-622	140	31	.	.	PUNCT
futech-622	141	1	all	all	DET
futech-622	141	2	incoming	incoming	ADJ
futech-622	141	3	text	text	NOUN
futech-622	141	4	underwent	underwent	NOUN
futech-622	141	5	preprocessing	preprocessing	NOUN
futech-622	141	6	:	:	PUNCT
futech-622	141	7	cleaning	cleaning	NOUN
futech-622	141	8	,	,	PUNCT
futech-622	141	9	lemmatisation	lemmatisation	NOUN
futech-622	141	10	,	,	PUNCT
futech-622	141	11	and	and	CCONJ
futech-622	141	12	domain	domain	NOUN
futech-622	141	13	-	-	PUNCT
futech-622	141	14	specific	specific	ADJ
futech-622	141	15	refinement	refinement	NOUN
futech-622	141	16	of	of	ADP
futech-622	141	17	stop	stop	NOUN
futech-622	141	18	words	word	NOUN
futech-622	141	19	.	.	PUNCT
futech-622	142	1	preprocessing	preprocessing	NOUN
futech-622	142	2	,	,	PUNCT
futech-622	142	3	including	include	VERB
futech-622	142	4	topic	topic	NOUN
futech-622	142	5	modelling	modelling	NOUN
futech-622	142	6	,	,	PUNCT
futech-622	142	7	named	name	VERB
futech-622	142	8	entity	entity	NOUN
futech-622	142	9	recognition	recognition	NOUN
futech-622	142	10	,	,	PUNCT
futech-622	142	11	and	and	CCONJ
futech-622	142	12	sentiment	sentiment	NOUN
futech-622	142	13	analysis	analysis	NOUN
futech-622	142	14	,	,	PUNCT
futech-622	142	15	was	be	AUX
futech-622	142	16	used	use	VERB
futech-622	142	17	to	to	PART
futech-622	142	18	extract	extract	VERB
futech-622	142	19	features	feature	NOUN
futech-622	142	20	from	from	ADP
futech-622	142	21	the	the	DET
futech-622	142	22	raw	raw	ADJ
futech-622	142	23	data	datum	NOUN
futech-622	142	24	,	,	PUNCT
futech-622	142	25	yielding	yield	VERB
futech-622	142	26	structured	structured	ADJ
futech-622	142	27	representations	representation	NOUN
futech-622	142	28	of	of	ADP
futech-622	142	29	product	product	NOUN
futech-622	142	30	features	feature	NOUN
futech-622	142	31	and	and	CCONJ
futech-622	142	32	user	user	NOUN
futech-622	142	33	perceptions	perception	NOUN
futech-622	142	34	.	.	PUNCT
futech-622	143	1	these	these	DET
futech-622	143	2	extracted	extract	VERB
futech-622	143	3	entities	entity	NOUN
futech-622	143	4	and	and	CCONJ
futech-622	143	5	relationships	relationship	NOUN
futech-622	143	6	were	be	AUX
futech-622	143	7	then	then	ADV
futech-622	143	8	populated	populate	VERB
futech-622	143	9	into	into	ADP
futech-622	143	10	the	the	DET
futech-622	143	11	ontology	ontology	NOUN
futech-622	143	12	,	,	PUNCT
futech-622	143	13	where	where	SCONJ
futech-622	143	14	they	they	PRON
futech-622	143	15	were	be	AUX
futech-622	143	16	converted	convert	VERB
futech-622	143	17	to	to	ADP
futech-622	143	18	knowledge	knowledge	NOUN
futech-622	143	19	graph	graph	NOUN
futech-622	143	20	triples	triple	NOUN
futech-622	143	21	.	.	PUNCT
futech-622	144	1	once	once	ADV
futech-622	144	2	stored	store	VERB
futech-622	144	3	in	in	ADP
futech-622	144	4	the	the	DET
futech-622	144	5	knowledge	knowledge	NOUN
futech-622	144	6	base	base	NOUN
futech-622	144	7	,	,	PUNCT
futech-622	144	8	heuristic	heuristic	ADJ
futech-622	144	9	rules	rule	NOUN
futech-622	144	10	and	and	CCONJ
futech-622	144	11	mechanisms	mechanism	NOUN
futech-622	144	12	for	for	ADP
futech-622	144	13	semantic	semantic	ADJ
futech-622	144	14	reasoning	reasoning	NOUN
futech-622	144	15	identified	identify	VERB
futech-622	144	16	potential	potential	ADJ
futech-622	144	17	contradictions	contradiction	NOUN
futech-622	144	18	,	,	PUNCT
futech-622	144	19	such	such	ADJ
futech-622	144	20	as	as	ADP
futech-622	144	21	conflicts	conflict	NOUN
futech-622	144	22	between	between	ADP
futech-622	144	23	comfort	comfort	NOUN
futech-622	144	24	and	and	CCONJ
futech-622	144	25	durability	durability	NOUN
futech-622	144	26	,	,	PUNCT
futech-622	144	27	or	or	CCONJ
futech-622	144	28	between	between	ADP
futech-622	144	29	making	make	VERB
futech-622	144	30	components	component	NOUN
futech-622	144	31	smaller	small	ADJ
futech-622	144	32	and	and	CCONJ
futech-622	144	33	allowing	allow	VERB
futech-622	144	34	batteries	battery	NOUN
futech-622	144	35	to	to	PART
futech-622	144	36	have	have	VERB
futech-622	144	37	greater	great	ADJ
futech-622	144	38	capacity	capacity	NOUN
futech-622	144	39	.	.	PUNCT
futech-622	145	1	these	these	DET
futech-622	145	2	contradictions	contradiction	NOUN
futech-622	145	3	were	be	AUX
futech-622	145	4	then	then	ADV
futech-622	145	5	mapped	map	VERB
futech-622	145	6	to	to	ADP
futech-622	145	7	corresponding	correspond	VERB
futech-622	145	8	triz	triz	PROPN
futech-622	145	9	engineering	engineering	NOUN
futech-622	145	10	parameters	parameter	NOUN
futech-622	145	11	to	to	PART
futech-622	145	12	identify	identify	VERB
futech-622	145	13	applicable	applicable	ADJ
futech-622	145	14	inventive	inventive	ADJ
futech-622	145	15	principles	principle	NOUN
futech-622	145	16	.	.	PUNCT
futech-622	146	1	the	the	DET
futech-622	146	2	system	system	NOUN
futech-622	146	3	produced	produce	VERB
futech-622	146	4	contextualised	contextualised	ADJ
futech-622	146	5	design	design	NOUN
futech-622	146	6	suggestions	suggestion	NOUN
futech-622	146	7	that	that	PRON
futech-622	146	8	were	be	AUX
futech-622	146	9	consistent	consistent	ADJ
futech-622	146	10	with	with	ADP
futech-622	146	11	these	these	DET
futech-622	146	12	principles	principle	NOUN
futech-622	146	13	.	.	PUNCT
futech-622	147	1	finally	finally	ADV
futech-622	147	2	,	,	PUNCT
futech-622	147	3	all	all	DET
futech-622	147	4	results	result	NOUN
futech-622	147	5	,	,	PUNCT
futech-622	147	6	including	include	VERB
futech-622	147	7	contradictions	contradiction	NOUN
futech-622	147	8	,	,	PUNCT
futech-622	147	9	recommended	recommend	VERB
futech-622	147	10	principles	principle	NOUN
futech-622	147	11	,	,	PUNCT
futech-622	147	12	and	and	CCONJ
futech-622	147	13	concept	concept	NOUN
futech-622	147	14	suggestions	suggestion	NOUN
futech-622	147	15	,	,	PUNCT
futech-622	147	16	were	be	AUX
futech-622	147	17	presented	present	VERB
futech-622	147	18	on	on	ADP
futech-622	147	19	the	the	DET
futech-622	147	20	cai	cai	PROPN
futech-622	147	21	dashboard	dashboard	NOUN
futech-622	147	22	for	for	ADP
futech-622	147	23	analysis	analysis	NOUN
futech-622	147	24	and	and	CCONJ
futech-622	147	25	refinement	refinement	NOUN
futech-622	147	26	.	.	PUNCT
futech-622	148	1	a	a	DET
futech-622	148	2	high	high	ADJ
futech-622	148	3	-	-	PUNCT
futech-622	148	4	level	level	NOUN
futech-622	148	5	picture	picture	NOUN
futech-622	148	6	of	of	ADP
futech-622	148	7	such	such	DET
futech-622	148	8	a	a	DET
futech-622	148	9	pipeline	pipeline	NOUN
futech-622	148	10	is	be	AUX
futech-622	148	11	given	give	VERB
futech-622	148	12	in	in	ADP
futech-622	148	13	figure	figure	NOUN
futech-622	148	14	1	1	NUM
futech-622	148	15	.	.	X
futech-622	148	16	3.4	3.4	NUM
futech-622	148	17	triz	triz	PROPN
futech-622	148	18	integration	integration	NOUN
futech-622	148	19	the	the	DET
futech-622	148	20	triz	triz	PROPN
futech-622	148	21	integration	integration	NOUN
futech-622	148	22	module	module	NOUN
futech-622	148	23	combined	combine	VERB
futech-622	148	24	the	the	DET
futech-622	148	25	extracted	extract	VERB
futech-622	148	26	contradictions	contradiction	NOUN
futech-622	148	27	and	and	CCONJ
futech-622	148	28	converted	convert	VERB
futech-622	148	29	them	they	PRON
futech-622	148	30	into	into	ADP
futech-622	148	31	structured	structured	ADJ
futech-622	148	32	,	,	PUNCT
futech-622	148	33	operational	operational	ADJ
futech-622	148	34	design	design	NOUN
futech-622	148	35	guidance	guidance	NOUN
futech-622	148	36	.	.	PUNCT
futech-622	149	1	after	after	SCONJ
futech-622	149	2	a	a	DET
futech-622	149	3	contradiction	contradiction	NOUN
futech-622	149	4	is	be	AUX
futech-622	149	5	identified	identify	VERB
futech-622	149	6	,	,	PUNCT
futech-622	149	7	the	the	DET
futech-622	149	8	system	system	NOUN
futech-622	149	9	correlates	correlate	VERB
futech-622	149	10	the	the	DET
futech-622	149	11	contradictory	contradictory	ADJ
futech-622	149	12	elements	element	NOUN
futech-622	149	13	with	with	ADP
futech-622	149	14	the	the	DET
futech-622	149	15	corresponding	correspond	VERB
futech-622	149	16	triz	triz	PROPN
futech-622	149	17	engineering	engineering	NOUN
futech-622	149	18	parameters	parameter	NOUN
futech-622	149	19	and	and	CCONJ
futech-622	149	20	queries	query	VERB
futech-622	149	21	the	the	DET
futech-622	149	22	contradiction	contradiction	NOUN
futech-622	149	23	matrix	matrix	NOUN
futech-622	149	24	to	to	PART
futech-622	149	25	retrieve	retrieve	VERB
futech-622	149	26	the	the	DET
futech-622	149	27	relevant	relevant	ADJ
futech-622	149	28	inventive	inventive	ADJ
futech-622	149	29	principles	principle	NOUN
futech-622	149	30	.	.	PUNCT
futech-622	150	1	it	it	PRON
futech-622	150	2	then	then	ADV
futech-622	150	3	generated	generate	VERB
futech-622	150	4	context	context	NOUN
futech-622	150	5	-	-	PUNCT
futech-622	150	6	specific	specific	ADJ
futech-622	150	7	solution	solution	NOUN
futech-622	150	8	strategies	strategy	NOUN
futech-622	150	9	that	that	PRON
futech-622	150	10	reflected	reflect	VERB
futech-622	150	11	the	the	DET
futech-622	150	12	extracted	extract	VERB
futech-622	150	13	user	user	NOUN
futech-622	150	14	needs	need	NOUN
futech-622	150	15	,	,	PUNCT
futech-622	150	16	and	and	CCONJ
futech-622	150	17	the	the	DET
futech-622	150	18	technical	technical	ADJ
futech-622	150	19	constraints	constraint	NOUN
futech-622	150	20	present	present	ADJ
futech-622	150	21	in	in	ADP
futech-622	150	22	the	the	DET
futech-622	150	23	knowledge	knowledge	NOUN
futech-622	150	24	base	base	NOUN
futech-622	150	25	.	.	PUNCT
futech-622	151	1	these	these	DET
futech-622	151	2	strategies	strategy	NOUN
futech-622	151	3	comprised	comprise	VERB
futech-622	151	4	potential	potential	ADJ
futech-622	151	5	material	material	NOUN
futech-622	151	6	alternatives	alternative	NOUN
futech-622	151	7	,	,	PUNCT
futech-622	151	8	structural	structural	ADJ
futech-622	151	9	redesigns	redesign	NOUN
futech-622	151	10	,	,	PUNCT
futech-622	151	11	parameter	parameter	NOUN
futech-622	151	12	changes	change	NOUN
futech-622	151	13	,	,	PUNCT
futech-622	151	14	and	and	CCONJ
futech-622	151	15	functional	functional	ADJ
futech-622	151	16	smk	smk	NOUN
futech-622	151	17	.	.	PUNCT
futech-622	152	1	ganesh	ganesh	PROPN
futech-622	152	2	et	et	PROPN
futech-622	152	3	al	al	PROPN
futech-622	152	4	.	.	PROPN
futech-622	152	5	/future	/future	PUNCT
futech-622	152	6	technology	technology	PROPN
futech-622	152	7	february	february	PROPN
futech-622	152	8	2026|	2026|	NUM
futech-622	152	9	volume	volume	NOUN
futech-622	152	10	05	05	NUM
futech-622	153	1	|	|	ADV
futech-622	153	2	issue	issue	NOUN
futech-622	153	3	01	01	NUM
futech-622	154	1	|	|	ADV
futech-622	154	2	pages	page	NOUN
futech-622	154	3	278	278	NUM
futech-622	154	4	-	-	SYM
futech-622	154	5	289	289	NUM
futech-622	154	6	282	282	NUM
futech-622	154	7	reorganizations	reorganization	NOUN
futech-622	154	8	.	.	PUNCT
futech-622	155	1	by	by	ADP
futech-622	155	2	integrating	integrate	VERB
futech-622	155	3	triz	triz	PROPN
futech-622	155	4	logic	logic	NOUN
futech-622	155	5	into	into	ADP
futech-622	155	6	the	the	DET
futech-622	155	7	reasoner	reasoner	NOUN
futech-622	155	8	and	and	CCONJ
futech-622	155	9	connecting	connect	VERB
futech-622	155	10	it	it	PRON
futech-622	155	11	to	to	ADP
futech-622	155	12	the	the	DET
futech-622	155	13	real	real	ADJ
futech-622	155	14	information	information	NOUN
futech-622	155	15	from	from	ADP
futech-622	155	16	the	the	DET
futech-622	155	17	text	text	NOUN
futech-622	155	18	,	,	PUNCT
futech-622	155	19	the	the	DET
futech-622	155	20	framework	framework	NOUN
futech-622	155	21	ensured	ensure	VERB
futech-622	155	22	that	that	SCONJ
futech-622	155	23	its	its	PRON
futech-622	155	24	recommendations	recommendation	NOUN
futech-622	155	25	were	be	AUX
futech-622	155	26	both	both	CCONJ
futech-622	155	27	systematic	systematic	ADJ
futech-622	155	28	and	and	CCONJ
futech-622	155	29	grounded	ground	VERB
futech-622	155	30	in	in	ADP
futech-622	155	31	actual	actual	ADJ
futech-622	155	32	user	user	NOUN
futech-622	155	33	experience	experience	NOUN
futech-622	155	34	.	.	PUNCT
futech-622	156	1	the	the	DET
futech-622	156	2	combination	combination	NOUN
futech-622	156	3	of	of	ADP
futech-622	156	4	this	this	DET
futech-622	156	5	logic	logic	NOUN
futech-622	156	6	enabled	enable	VERB
futech-622	156	7	traceable	traceable	ADJ
futech-622	156	8	,	,	PUNCT
futech-622	156	9	reproducible	reproducible	ADJ
futech-622	156	10	decision	decision	NOUN
futech-622	156	11	-	-	PUNCT
futech-622	156	12	making	making	NOUN
futech-622	156	13	,	,	PUNCT
futech-622	156	14	allowing	allow	VERB
futech-622	156	15	designers	designer	NOUN
futech-622	156	16	to	to	PART
futech-622	156	17	explore	explore	VERB
futech-622	156	18	structured	structured	ADJ
futech-622	156	19	and	and	CCONJ
futech-622	156	20	creative	creative	ADJ
futech-622	156	21	pathways	pathway	NOUN
futech-622	156	22	to	to	ADP
futech-622	156	23	solutions	solution	NOUN
futech-622	156	24	in	in	ADP
futech-622	156	25	a	a	DET
futech-622	156	26	transparent	transparent	ADJ
futech-622	156	27	innovation	innovation	NOUN
futech-622	156	28	-	-	PUNCT
futech-622	156	29	support	support	NOUN
futech-622	156	30	environment	environment	NOUN
futech-622	156	31	.	.	PUNCT
futech-622	157	1	4	4	X
futech-622	157	2	.	.	X
futech-622	157	3	methodology	methodology	NOUN
futech-622	157	4	4.1	4.1	NUM
futech-622	157	5	data	datum	NOUN
futech-622	157	6	sources	source	NOUN
futech-622	157	7	and	and	CCONJ
futech-622	157	8	selection	selection	NOUN
futech-622	157	9	criteria	criterion	NOUN
futech-622	157	10	the	the	DET
futech-622	157	11	data	datum	NOUN
futech-622	157	12	set	set	VERB
futech-622	157	13	used	use	VERB
futech-622	157	14	for	for	ADP
futech-622	157	15	the	the	DET
futech-622	157	16	study	study	NOUN
futech-622	157	17	included	include	VERB
futech-622	157	18	consumer	consumer	NOUN
futech-622	157	19	reviews	review	NOUN
futech-622	157	20	,	,	PUNCT
futech-622	157	21	patent	patent	NOUN
futech-622	157	22	abstracts	abstract	NOUN
futech-622	157	23	,	,	PUNCT
futech-622	157	24	and	and	CCONJ
futech-622	157	25	technical	technical	ADJ
futech-622	157	26	blog	blog	NOUN
futech-622	157	27	posts	post	NOUN
futech-622	157	28	related	relate	VERB
futech-622	157	29	to	to	ADP
futech-622	157	30	smart	smart	ADJ
futech-622	157	31	wearable	wearable	ADJ
futech-622	157	32	health	health	NOUN
futech-622	157	33	devices	device	NOUN
futech-622	157	34	.	.	PUNCT
futech-622	158	1	consumer	consumer	NOUN
futech-622	158	2	reviews	review	NOUN
futech-622	158	3	were	be	AUX
futech-622	158	4	gathered	gather	VERB
futech-622	158	5	from	from	ADP
futech-622	158	6	major	major	ADJ
futech-622	158	7	e	e	PROPN
futech-622	158	8	-	-	NOUN
futech-622	158	9	commerce	commerce	NOUN
futech-622	158	10	platforms	platform	NOUN
futech-622	158	11	and	and	CCONJ
futech-622	158	12	filtered	filter	VERB
futech-622	158	13	to	to	PART
futech-622	158	14	ensure	ensure	VERB
futech-622	158	15	they	they	PRON
futech-622	158	16	were	be	AUX
futech-622	158	17	relevant	relevant	ADJ
futech-622	158	18	to	to	ADP
futech-622	158	19	the	the	DET
futech-622	158	20	specific	specific	ADJ
futech-622	158	21	product	product	NOUN
futech-622	158	22	category	category	NOUN
futech-622	158	23	.	.	PUNCT
futech-622	159	1	to	to	PART
futech-622	159	2	reflect	reflect	VERB
futech-622	159	3	the	the	DET
futech-622	159	4	current	current	ADJ
futech-622	159	5	user	user	NOUN
futech-622	159	6	expectations	expectation	NOUN
futech-622	159	7	,	,	PUNCT
futech-622	159	8	only	only	ADV
futech-622	159	9	english	english	ADJ
futech-622	159	10	-	-	PUNCT
futech-622	159	11	language	language	NOUN
futech-622	159	12	reviews	review	NOUN
futech-622	159	13	published	publish	VERB
futech-622	159	14	within	within	ADP
futech-622	159	15	the	the	DET
futech-622	159	16	last	last	ADJ
futech-622	159	17	three	three	NUM
futech-622	159	18	years	year	NOUN
futech-622	159	19	were	be	AUX
futech-622	159	20	included	include	VERB
futech-622	159	21	.	.	PUNCT
futech-622	160	1	patent	patent	NOUN
futech-622	160	2	abstracts	abstract	NOUN
futech-622	160	3	were	be	AUX
futech-622	160	4	searched	search	VERB
futech-622	160	5	for	for	ADP
futech-622	160	6	with	with	ADP
futech-622	160	7	keyword	keyword	NOUN
futech-622	160	8	combinations	combination	NOUN
futech-622	160	9	including	include	VERB
futech-622	160	10	"	"	PUNCT
futech-622	160	11	wearable	wearable	ADJ
futech-622	160	12	,	,	PUNCT
futech-622	160	13	"	"	PUNCT
futech-622	160	14	"	"	PUNCT
futech-622	160	15	health	health	NOUN
futech-622	160	16	monitoring	monitoring	NOUN
futech-622	160	17	,	,	PUNCT
futech-622	160	18	"	"	PUNCT
futech-622	160	19	"	"	PUNCT
futech-622	160	20	sensor	sensor	NOUN
futech-622	160	21	device	device	NOUN
futech-622	160	22	,	,	PUNCT
futech-622	160	23	"	"	PUNCT
futech-622	160	24	"	"	PUNCT
futech-622	160	25	bio	bio	NOUN
futech-622	160	26	-	-	NOUN
futech-622	160	27	signal	signal	NOUN
futech-622	160	28	"	"	PUNCT
futech-622	160	29	and	and	CCONJ
futech-622	160	30	"	"	PUNCT
futech-622	160	31	smart	smart	ADJ
futech-622	160	32	band	band	NOUN
futech-622	160	33	.	.	PUNCT
futech-622	160	34	"	"	PUNCT
futech-622	161	1	technical	technical	ADJ
futech-622	161	2	blogs	blog	NOUN
futech-622	161	3	and	and	CCONJ
futech-622	161	4	expert	expert	NOUN
futech-622	161	5	articles	article	NOUN
futech-622	161	6	were	be	AUX
futech-622	161	7	taken	take	VERB
futech-622	161	8	from	from	ADP
futech-622	161	9	verified	verify	VERB
futech-622	161	10	technology	technology	NOUN
futech-622	161	11	news	news	NOUN
futech-622	161	12	outlets	outlet	NOUN
futech-622	161	13	and	and	CCONJ
futech-622	161	14	design	design	NOUN
futech-622	161	15	-	-	PUNCT
futech-622	161	16	oriented	orient	VERB
futech-622	161	17	websites	website	NOUN
futech-622	161	18	.	.	PUNCT
futech-622	162	1	to	to	PART
futech-622	162	2	ensure	ensure	VERB
futech-622	162	3	consistency	consistency	NOUN
futech-622	162	4	,	,	PUNCT
futech-622	162	5	three	three	NUM
futech-622	162	6	inclusion	inclusion	NOUN
futech-622	162	7	criteria	criterion	NOUN
futech-622	162	8	were	be	AUX
futech-622	162	9	applied	apply	VERB
futech-622	162	10	:	:	PUNCT
futech-622	162	11	•	•	SCONJ
futech-622	162	12	the	the	DET
futech-622	162	13	text	text	NOUN
futech-622	162	14	must	must	AUX
futech-622	162	15	explicitly	explicitly	ADV
futech-622	162	16	describe	describe	VERB
futech-622	162	17	a	a	DET
futech-622	162	18	feature	feature	NOUN
futech-622	162	19	,	,	PUNCT
futech-622	162	20	function	function	NOUN
futech-622	162	21	,	,	PUNCT
futech-622	162	22	or	or	CCONJ
futech-622	162	23	performance	performance	NOUN
futech-622	162	24	attribute	attribute	NOUN
futech-622	162	25	of	of	ADP
futech-622	162	26	a	a	DET
futech-622	162	27	wearable	wearable	ADJ
futech-622	162	28	device	device	NOUN
futech-622	162	29	;	;	PUNCT
futech-622	162	30	•	•	SCONJ
futech-622	162	31	the	the	DET
futech-622	162	32	content	content	NOUN
futech-622	162	33	shall	shall	AUX
futech-622	162	34	present	present	VERB
futech-622	162	35	sufficient	sufficient	ADJ
futech-622	162	36	evaluative	evaluative	ADJ
futech-622	162	37	or	or	CCONJ
futech-622	162	38	descriptive	descriptive	ADJ
futech-622	162	39	detail	detail	NOUN
futech-622	162	40	so	so	SCONJ
futech-622	162	41	that	that	SCONJ
futech-622	162	42	design	design	NOUN
futech-622	162	43	-	-	PUNCT
futech-622	162	44	relevant	relevant	ADJ
futech-622	162	45	information	information	NOUN
futech-622	162	46	can	can	AUX
futech-622	162	47	be	be	AUX
futech-622	162	48	extracted	extract	VERB
futech-622	162	49	from	from	ADP
futech-622	162	50	it	it	PRON
futech-622	162	51	;	;	PUNCT
futech-622	162	52	•	•	SCONJ
futech-622	162	53	the	the	DET
futech-622	162	54	text	text	NOUN
futech-622	162	55	should	should	AUX
futech-622	162	56	be	be	AUX
futech-622	162	57	a	a	DET
futech-622	162	58	minimum	minimum	NOUN
futech-622	162	59	of	of	ADP
futech-622	162	60	50	50	NUM
futech-622	162	61	words	word	NOUN
futech-622	162	62	to	to	PART
futech-622	162	63	minimize	minimize	VERB
futech-622	162	64	noise	noise	NOUN
futech-622	162	65	.	.	PUNCT
futech-622	163	1	after	after	ADP
futech-622	163	2	filtering	filter	VERB
futech-622	163	3	,	,	PUNCT
futech-622	163	4	5,000	5,000	NUM
futech-622	163	5	consumer	consumer	NOUN
futech-622	163	6	reviews	review	NOUN
futech-622	163	7	,	,	PUNCT
futech-622	163	8	1,000	1,000	NUM
futech-622	163	9	patent	patent	NOUN
futech-622	163	10	abstracts	abstract	NOUN
futech-622	163	11	,	,	PUNCT
futech-622	163	12	and	and	CCONJ
futech-622	163	13	180	180	NUM
futech-622	163	14	technical	technical	ADJ
futech-622	163	15	articles	article	NOUN
futech-622	163	16	were	be	AUX
futech-622	163	17	kept	keep	VERB
futech-622	163	18	for	for	ADP
futech-622	163	19	analysis	analysis	NOUN
futech-622	163	20	.	.	PUNCT
futech-622	164	1	figure	figure	NOUN
futech-622	164	2	1	1	NUM
futech-622	164	3	.	.	PUNCT
futech-622	164	4	cai	cai	PROPN
futech-622	164	5	framework	framework	PROPN
futech-622	164	6	workflow	workflow	NOUN
futech-622	164	7	4.2	4.2	NUM
futech-622	164	8	preprocessing	preprocessing	NOUN
futech-622	164	9	and	and	CCONJ
futech-622	164	10	nlp	nlp	NOUN
futech-622	164	11	pipeline	pipeline	NOUN
futech-622	164	12	all	all	DET
futech-622	164	13	the	the	DET
futech-622	164	14	textual	textual	ADJ
futech-622	164	15	data	datum	NOUN
futech-622	164	16	went	go	VERB
futech-622	164	17	through	through	ADP
futech-622	164	18	a	a	DET
futech-622	164	19	generalised	generalise	VERB
futech-622	164	20	preprocessing	preprocessing	NOUN
futech-622	164	21	pipeline	pipeline	NOUN
futech-622	164	22	.	.	PUNCT
futech-622	165	1	each	each	DET
futech-622	165	2	document	document	NOUN
futech-622	165	3	was	be	AUX
futech-622	165	4	normalized	normalize	VERB
futech-622	165	5	using	use	VERB
futech-622	165	6	tokenization	tokenization	NOUN
futech-622	165	7	,	,	PUNCT
futech-622	165	8	lower	low	ADJ
futech-622	165	9	case	case	NOUN
futech-622	165	10	transformation	transformation	NOUN
futech-622	165	11	,	,	PUNCT
futech-622	165	12	punctuation	punctuation	NOUN
futech-622	165	13	cleaning	cleaning	NOUN
futech-622	165	14	,	,	PUNCT
futech-622	165	15	and	and	CCONJ
futech-622	165	16	removal	removal	NOUN
futech-622	165	17	of	of	ADP
futech-622	165	18	non	non	ADJ
futech-622	165	19	-	-	ADJ
futech-622	165	20	informative	informative	ADJ
futech-622	165	21	stop	stop	NOUN
futech-622	165	22	-	-	PUNCT
futech-622	165	23	words	word	NOUN
futech-622	165	24	.	.	PUNCT
futech-622	166	1	a	a	DET
futech-622	166	2	domain	domain	NOUN
futech-622	166	3	-	-	PUNCT
futech-622	166	4	specific	specific	ADJ
futech-622	166	5	stop	stop	NOUN
futech-622	166	6	-	-	PUNCT
futech-622	166	7	word	word	NOUN
futech-622	166	8	list	list	NOUN
futech-622	166	9	was	be	AUX
futech-622	166	10	created	create	VERB
futech-622	166	11	to	to	PART
futech-622	166	12	address	address	VERB
futech-622	166	13	such	such	ADJ
futech-622	166	14	frequent	frequent	ADJ
futech-622	166	15	but	but	CCONJ
futech-622	166	16	meaningless	meaningless	ADJ
futech-622	166	17	terms	term	NOUN
futech-622	166	18	related	relate	VERB
futech-622	166	19	to	to	ADP
futech-622	166	20	wearable	wearable	ADJ
futech-622	166	21	devices	device	NOUN
futech-622	166	22	(	(	PUNCT
futech-622	166	23	"	"	PUNCT
futech-622	166	24	device	device	NOUN
futech-622	166	25	"	"	PUNCT
futech-622	166	26	in	in	ADP
futech-622	166	27	general	general	ADJ
futech-622	166	28	,	,	PUNCT
futech-622	166	29	"	"	PUNCT
futech-622	166	30	band	band	NOUN
futech-622	166	31	"	"	PUNCT
futech-622	166	32	,	,	PUNCT
futech-622	166	33	"	"	PUNCT
futech-622	166	34	watch	watch	VERB
futech-622	166	35	"	"	PUNCT
futech-622	166	36	,	,	PUNCT
futech-622	166	37	when	when	SCONJ
futech-622	166	38	used	use	VERB
futech-622	166	39	generically	generically	ADV
futech-622	166	40	)	)	PUNCT
futech-622	166	41	.	.	PUNCT
futech-622	167	1	lemmatization	lemmatization	NOUN
futech-622	167	2	was	be	AUX
futech-622	167	3	used	use	VERB
futech-622	167	4	to	to	PART
futech-622	167	5	morph	morph	VERB
futech-622	167	6	variant	variant	ADJ
futech-622	167	7	word	word	NOUN
futech-622	167	8	forms	form	NOUN
futech-622	167	9	;	;	PUNCT
futech-622	167	10	for	for	ADP
futech-622	167	11	biomedical	biomedical	ADJ
futech-622	167	12	and	and	CCONJ
futech-622	167	13	sensor	sensor	NOUN
futech-622	167	14	-	-	PUNCT
futech-622	167	15	related	relate	VERB
futech-622	167	16	terminology	terminology	NOUN
futech-622	167	17	,	,	PUNCT
futech-622	167	18	customized	customize	VERB
futech-622	167	19	rules	rule	NOUN
futech-622	167	20	were	be	AUX
futech-622	167	21	added	add	VERB
futech-622	167	22	.	.	PUNCT
futech-622	168	1	sentence	sentence	NOUN
futech-622	168	2	segmentation	segmentation	NOUN
futech-622	168	3	guaranteed	guarantee	VERB
futech-622	168	4	the	the	DET
futech-622	168	5	accuracy	accuracy	NOUN
futech-622	168	6	of	of	ADP
futech-622	168	7	extracting	extract	VERB
futech-622	168	8	feature	feature	NOUN
futech-622	168	9	-	-	PUNCT
futech-622	168	10	sentiment	sentiment	NOUN
futech-622	168	11	pairs	pair	NOUN
futech-622	168	12	and	and	CCONJ
futech-622	168	13	enhanced	enhance	VERB
futech-622	168	14	topic	topic	NOUN
futech-622	168	15	model	model	NOUN
futech-622	168	16	coherence	coherence	NOUN
futech-622	168	17	.	.	PUNCT
futech-622	169	1	noise	noise	NOUN
futech-622	169	2	reduction	reduction	NOUN
futech-622	169	3	techniques	technique	NOUN
futech-622	169	4	were	be	AUX
futech-622	169	5	used	use	VERB
futech-622	169	6	to	to	PART
futech-622	169	7	remove	remove	VERB
futech-622	169	8	irrelevant	irrelevant	ADJ
futech-622	169	9	pieces	piece	NOUN
futech-622	169	10	of	of	ADP
futech-622	169	11	information	information	NOUN
futech-622	169	12	,	,	PUNCT
futech-622	169	13	such	such	ADJ
futech-622	169	14	as	as	ADP
futech-622	169	15	promotional	promotional	ADJ
futech-622	169	16	phrases	phrase	NOUN
futech-622	169	17	,	,	PUNCT
futech-622	169	18	duplicate	duplicate	ADJ
futech-622	169	19	content	content	NOUN
futech-622	169	20	,	,	PUNCT
futech-622	169	21	and	and	CCONJ
futech-622	169	22	incomplete	incomplete	ADJ
futech-622	169	23	sentences	sentence	NOUN
futech-622	169	24	.	.	PUNCT
futech-622	170	1	this	this	DET
futech-622	170	2	processing	processing	NOUN
futech-622	170	3	ensured	ensure	VERB
futech-622	170	4	that	that	SCONJ
futech-622	170	5	our	our	PRON
futech-622	170	6	downstream	downstream	ADJ
futech-622	170	7	extraction	extraction	NOUN
futech-622	170	8	models	model	NOUN
futech-622	170	9	ran	run	VERB
futech-622	170	10	on	on	ADP
futech-622	170	11	clean	clean	ADJ
futech-622	170	12	,	,	PUNCT
futech-622	170	13	consistent	consistent	ADJ
futech-622	170	14	inputs	input	NOUN
futech-622	170	15	in	in	ADP
futech-622	170	16	terms	term	NOUN
futech-622	170	17	of	of	ADP
futech-622	170	18	structure	structure	NOUN
futech-622	170	19	.	.	PUNCT
futech-622	171	1	4.3	4.3	NUM
futech-622	171	2	topic	topic	NOUN
futech-622	171	3	modeling	modeling	NOUN
futech-622	171	4	design	design	NOUN
futech-622	171	5	and	and	CCONJ
futech-622	171	6	parameters	parameter	NOUN
futech-622	171	7	latent	latent	VERB
futech-622	171	8	dirichlet	dirichlet	PROPN
futech-622	171	9	allocation	allocation	NOUN
futech-622	171	10	(	(	PUNCT
futech-622	171	11	lda	lda	PROPN
futech-622	171	12	)	)	PUNCT
futech-622	171	13	was	be	AUX
futech-622	171	14	used	use	VERB
futech-622	171	15	to	to	PART
futech-622	171	16	detect	detect	VERB
futech-622	171	17	recurring	recur	VERB
futech-622	171	18	themes	theme	NOUN
futech-622	171	19	and	and	CCONJ
futech-622	171	20	use	use	VERB
futech-622	171	21	contexts	context	NOUN
futech-622	171	22	among	among	ADP
futech-622	171	23	the	the	DET
futech-622	171	24	textual	textual	ADJ
futech-622	171	25	dataset	dataset	NOUN
futech-622	171	26	.	.	PUNCT
futech-622	172	1	several	several	ADJ
futech-622	172	2	candidate	candidate	NOUN
futech-622	172	3	topic	topic	NOUN
futech-622	172	4	numbers	number	NOUN
futech-622	172	5	were	be	AUX
futech-622	172	6	tested	test	VERB
futech-622	172	7	,	,	PUNCT
futech-622	172	8	from	from	ADP
futech-622	172	9	10	10	NUM
futech-622	172	10	to	to	PART
futech-622	172	11	40	40	NUM
futech-622	172	12	topics	topic	NOUN
futech-622	172	13	,	,	PUNCT
futech-622	172	14	and	and	CCONJ
futech-622	172	15	coherence	coherence	NOUN
futech-622	172	16	scores	score	NOUN
futech-622	172	17	were	be	AUX
futech-622	172	18	tested	test	VERB
futech-622	172	19	to	to	PART
futech-622	172	20	find	find	VERB
futech-622	172	21	the	the	DET
futech-622	172	22	best	good	ADJ
futech-622	172	23	configuration	configuration	NOUN
futech-622	172	24	.	.	PUNCT
futech-622	173	1	the	the	DET
futech-622	173	2	final	final	ADJ
futech-622	173	3	model	model	NOUN
futech-622	173	4	resulted	result	VERB
futech-622	173	5	in	in	ADP
futech-622	173	6	a	a	DET
futech-622	173	7	c_v	c_v	PUNCT
futech-622	173	8	coherence	coherence	NOUN
futech-622	173	9	score	score	NOUN
futech-622	173	10	of	of	ADP
futech-622	173	11	0.53	0.53	NUM
futech-622	173	12	,	,	PUNCT
futech-622	173	13	which	which	PRON
futech-622	173	14	resulted	result	VERB
futech-622	173	15	in	in	ADP
futech-622	173	16	the	the	DET
futech-622	173	17	best	good	ADJ
futech-622	173	18	balance	balance	NOUN
futech-622	173	19	between	between	ADP
futech-622	173	20	interpretability	interpretability	NOUN
futech-622	173	21	and	and	CCONJ
futech-622	173	22	thematic	thematic	ADJ
futech-622	173	23	granularity	granularity	NOUN
futech-622	173	24	.	.	PUNCT
futech-622	174	1	one	one	NUM
futech-622	174	2	configuration	configuration	NOUN
futech-622	174	3	that	that	PRON
futech-622	174	4	was	be	AUX
futech-622	174	5	chosen	choose	VERB
futech-622	174	6	was	be	AUX
futech-622	174	7	:	:	PUNCT
futech-622	174	8	•	•	NUM
futech-622	174	9	number	number	NOUN
futech-622	174	10	of	of	ADP
futech-622	174	11	topics	topic	NOUN
futech-622	174	12	:	:	PUNCT
futech-622	174	13	20	20	NUM
futech-622	174	14	•	•	NOUN
futech-622	174	15	dirichlet	dirichlet	PROPN
futech-622	174	16	prior	prior	ADV
futech-622	174	17	α	α	PRON
futech-622	174	18	:	:	PUNCT
futech-622	174	19	asymmetric	asymmetric	ADJ
futech-622	174	20	,	,	PUNCT
futech-622	174	21	optimized	optimize	VERB
futech-622	174	22	by	by	ADP
futech-622	174	23	the	the	DET
futech-622	174	24	model	model	NOUN
futech-622	174	25	•	•	PROPN
futech-622	174	26	dirichlet	dirichlet	PROPN
futech-622	174	27	prior	prior	PROPN
futech-622	174	28	η	η	PROPN
futech-622	174	29	(	(	PUNCT
futech-622	174	30	β	β	X
futech-622	174	31	):	):	PUNCT
futech-622	174	32	0.01	0.01	NUM
futech-622	174	33	•	•	NOUN
futech-622	174	34	number	number	NOUN
futech-622	174	35	of	of	ADP
futech-622	174	36	passes	pass	NOUN
futech-622	174	37	:	:	PUNCT
futech-622	174	38	50	50	NUM
futech-622	174	39	•	•	NOUN
futech-622	174	40	iterations	iteration	NOUN
futech-622	174	41	:	:	PUNCT
futech-622	174	42	500	500	NUM
futech-622	174	43	the	the	DET
futech-622	174	44	optimized	optimize	VERB
futech-622	174	45	model	model	NOUN
futech-622	174	46	generated	generate	VERB
futech-622	174	47	clear	clear	ADJ
futech-622	174	48	,	,	PUNCT
futech-622	174	49	semantically	semantically	ADV
futech-622	174	50	understandable	understandable	ADJ
futech-622	174	51	topics	topic	NOUN
futech-622	174	52	that	that	PRON
futech-622	174	53	represented	represent	VERB
futech-622	174	54	categories	category	NOUN
futech-622	174	55	such	such	ADJ
futech-622	174	56	as	as	ADP
futech-622	174	57	comfort	comfort	NOUN
futech-622	174	58	,	,	PUNCT
futech-622	174	59	durability	durability	NOUN
futech-622	174	60	of	of	ADP
futech-622	174	61	the	the	DET
futech-622	174	62	straps	strap	NOUN
futech-622	174	63	,	,	PUNCT
futech-622	174	64	battery	battery	NOUN
futech-622	174	65	life	life	NOUN
futech-622	174	66	,	,	PUNCT
futech-622	174	67	sensor	sensor	NOUN
futech-622	174	68	accuracy	accuracy	NOUN
futech-622	174	69	,	,	PUNCT
futech-622	174	70	skin	skin	NOUN
futech-622	174	71	irritation	irritation	NOUN
futech-622	174	72	,	,	PUNCT
futech-622	174	73	waterproofing	waterproofing	NOUN
futech-622	174	74	issues	issue	NOUN
futech-622	174	75	,	,	PUNCT
futech-622	174	76	and	and	CCONJ
futech-622	174	77	reliable	reliable	ADJ
futech-622	174	78	connectivity	connectivity	NOUN
futech-622	174	79	.	.	PUNCT
futech-622	175	1	smk	smk	NOUN
futech-622	175	2	.	.	PUNCT
futech-622	176	1	ganesh	ganesh	PROPN
futech-622	176	2	et	et	PROPN
futech-622	176	3	al	al	PROPN
futech-622	176	4	.	.	PROPN
futech-622	176	5	/future	/future	PUNCT
futech-622	176	6	technology	technology	PROPN
futech-622	176	7	february	february	PROPN
futech-622	176	8	2026|	2026|	NUM
futech-622	176	9	volume	volume	NOUN
futech-622	176	10	05	05	NUM
futech-622	177	1	|	|	ADV
futech-622	177	2	issue	issue	NOUN
futech-622	177	3	01	01	NUM
futech-622	178	1	|	|	ADV
futech-622	178	2	pages	page	NOUN
futech-622	178	3	278	278	NUM
futech-622	178	4	-	-	SYM
futech-622	178	5	289	289	NUM
futech-622	178	6	283	283	NUM
futech-622	178	7	these	these	DET
futech-622	178	8	topics	topic	NOUN
futech-622	178	9	were	be	AUX
futech-622	178	10	later	later	ADV
futech-622	178	11	assigned	assign	VERB
futech-622	178	12	to	to	ADP
futech-622	178	13	ontology	ontology	NOUN
futech-622	178	14	classes	class	NOUN
futech-622	178	15	and	and	CCONJ
futech-622	178	16	helped	help	VERB
futech-622	178	17	to	to	PART
futech-622	178	18	find	find	VERB
futech-622	178	19	contradictions	contradiction	NOUN
futech-622	178	20	.	.	PUNCT
futech-622	179	1	4.4	4.4	NUM
futech-622	179	2	named	name	VERB
futech-622	179	3	entity	entity	NOUN
futech-622	179	4	recognition	recognition	NOUN
futech-622	179	5	and	and	CCONJ
futech-622	179	6	sentiment	sentiment	NOUN
futech-622	179	7	analysis	analysis	NOUN
futech-622	179	8	a	a	DET
futech-622	179	9	named	name	VERB
futech-622	179	10	entity	entity	NOUN
futech-622	179	11	recognition	recognition	NOUN
futech-622	179	12	(	(	PUNCT
futech-622	179	13	ner	ner	NOUN
futech-622	179	14	)	)	PUNCT
futech-622	179	15	model	model	NOUN
futech-622	179	16	was	be	AUX
futech-622	179	17	implemented	implement	VERB
futech-622	179	18	to	to	PART
futech-622	179	19	extract	extract	VERB
futech-622	179	20	structured	structured	ADJ
futech-622	179	21	entities	entity	NOUN
futech-622	179	22	,	,	PUNCT
futech-622	179	23	e.g.	e.g.	ADV
futech-622	179	24	,	,	PUNCT
futech-622	179	25	product	product	NOUN
futech-622	179	26	components	component	NOUN
futech-622	179	27	,	,	PUNCT
futech-622	179	28	materials	material	NOUN
futech-622	179	29	,	,	PUNCT
futech-622	179	30	functional	functional	ADJ
futech-622	179	31	actions	action	NOUN
futech-622	179	32	,	,	PUNCT
futech-622	179	33	measurement	measurement	NOUN
futech-622	179	34	parameters	parameter	NOUN
futech-622	179	35	,	,	PUNCT
futech-622	179	36	and	and	CCONJ
futech-622	179	37	usage	usage	NOUN
futech-622	179	38	scenarios	scenario	NOUN
futech-622	179	39	.	.	PUNCT
futech-622	180	1	the	the	DET
futech-622	180	2	model	model	NOUN
futech-622	180	3	was	be	AUX
futech-622	180	4	trained	train	VERB
futech-622	180	5	on	on	ADP
futech-622	180	6	a	a	DET
futech-622	180	7	specialized	specialized	ADJ
futech-622	180	8	annotated	annotate	VERB
futech-622	180	9	dataset	dataset	NOUN
futech-622	180	10	on	on	ADP
futech-622	180	11	wearable	wearable	ADJ
futech-622	180	12	-	-	PUNCT
futech-622	180	13	related	relate	VERB
futech-622	180	14	terminology	terminology	NOUN
futech-622	180	15	to	to	PART
futech-622	180	16	enhance	enhance	VERB
futech-622	180	17	the	the	DET
futech-622	180	18	recognition	recognition	NOUN
futech-622	180	19	of	of	ADP
futech-622	180	20	wearable	wearable	ADJ
futech-622	180	21	-	-	PUNCT
futech-622	180	22	related	relate	VERB
futech-622	180	23	terminology	terminology	NOUN
futech-622	180	24	.	.	PUNCT
futech-622	181	1	performance	performance	NOUN
futech-622	181	2	validation	validation	NOUN
futech-622	181	3	was	be	AUX
futech-622	181	4	performed	perform	VERB
futech-622	181	5	with	with	ADP
futech-622	181	6	an	an	DET
futech-622	181	7	80/20	80/20	NUM
futech-622	181	8	train	train	NOUN
futech-622	181	9	-	-	PUNCT
futech-622	181	10	test	test	NOUN
futech-622	181	11	split	split	NOUN
futech-622	181	12	,	,	PUNCT
futech-622	181	13	and	and	CCONJ
futech-622	181	14	entity	entity	NOUN
futech-622	181	15	-	-	PUNCT
futech-622	181	16	level	level	NOUN
futech-622	181	17	accuracy	accuracy	NOUN
futech-622	181	18	,	,	PUNCT
futech-622	181	19	precision	precision	NOUN
futech-622	181	20	,	,	PUNCT
futech-622	181	21	and	and	CCONJ
futech-622	181	22	recall	recall	NOUN
futech-622	181	23	were	be	AUX
futech-622	181	24	evaluated	evaluate	VERB
futech-622	181	25	.	.	PUNCT
futech-622	182	1	named	name	VERB
futech-622	182	2	entity	entity	NOUN
futech-622	182	3	recognition	recognition	NOUN
futech-622	182	4	(	(	PUNCT
futech-622	182	5	ner	ner	NOUN
futech-622	182	6	)	)	PUNCT
futech-622	182	7	was	be	AUX
futech-622	182	8	conducted	conduct	VERB
futech-622	182	9	by	by	ADP
futech-622	182	10	means	mean	NOUN
futech-622	182	11	of	of	ADP
futech-622	182	12	a	a	DET
futech-622	182	13	fine	fine	ADV
futech-622	182	14	-	-	PUNCT
futech-622	182	15	tuned	tune	VERB
futech-622	182	16	(	(	PUNCT
futech-622	182	17	spacy	spacy	NOUN
futech-622	182	18	en_core_web_trf	en_core_web_trf	NOUN
futech-622	182	19	)	)	PUNCT
futech-622	182	20	transformer	transformer	NOUN
futech-622	182	21	model	model	NOUN
futech-622	182	22	,	,	PUNCT
futech-622	182	23	which	which	PRON
futech-622	182	24	has	have	AUX
futech-622	182	25	been	be	AUX
futech-622	182	26	trained	train	VERB
futech-622	182	27	on	on	ADP
futech-622	182	28	1,200	1,200	NUM
futech-622	182	29	manually	manually	ADV
futech-622	182	30	annotated	annotate	VERB
futech-622	182	31	review	review	NOUN
futech-622	182	32	sentences	sentence	NOUN
futech-622	182	33	with	with	ADP
futech-622	182	34	regard	regard	NOUN
futech-622	182	35	to	to	ADP
futech-622	182	36	components	component	NOUN
futech-622	182	37	,	,	PUNCT
futech-622	182	38	materials	material	NOUN
futech-622	182	39	,	,	PUNCT
futech-622	182	40	performance	performance	NOUN
futech-622	182	41	descriptors	descriptor	NOUN
futech-622	182	42	,	,	PUNCT
futech-622	182	43	and	and	CCONJ
futech-622	182	44	usage	usage	NOUN
futech-622	182	45	contexts	contexts	NOUN
futech-622	182	46	.	.	PUNCT
futech-622	183	1	the	the	DET
futech-622	183	2	final	final	ADJ
futech-622	183	3	model	model	NOUN
futech-622	183	4	achieved	achieve	VERB
futech-622	183	5	a	a	DET
futech-622	183	6	precision	precision	NOUN
futech-622	183	7	of	of	ADP
futech-622	183	8	0.89	0.89	NUM
futech-622	183	9	,	,	PUNCT
futech-622	183	10	a	a	DET
futech-622	183	11	recall	recall	NOUN
futech-622	183	12	of	of	ADP
futech-622	183	13	0.85	0.85	NUM
futech-622	183	14	,	,	PUNCT
futech-622	183	15	and	and	CCONJ
futech-622	183	16	an	an	DET
futech-622	183	17	f1	f1	NOUN
futech-622	183	18	-	-	PUNCT
futech-622	183	19	score	score	NOUN
futech-622	183	20	of	of	ADP
futech-622	183	21	0.87	0.87	NUM
futech-622	183	22	,	,	PUNCT
futech-622	183	23	identifying	identify	VERB
futech-622	183	24	a	a	DET
futech-622	183	25	total	total	NOUN
futech-622	183	26	of	of	ADP
futech-622	183	27	4,612	4,612	NUM
futech-622	183	28	unique	unique	ADJ
futech-622	183	29	entities	entity	NOUN
futech-622	183	30	of	of	ADP
futech-622	183	31	28	28	NUM
futech-622	183	32	defined	define	VERB
futech-622	183	33	entity	entity	NOUN
futech-622	183	34	types	type	NOUN
futech-622	183	35	.	.	PUNCT
futech-622	184	1	some	some	PRON
futech-622	184	2	of	of	ADP
futech-622	184	3	the	the	DET
futech-622	184	4	more	more	ADV
futech-622	184	5	common	common	ADJ
futech-622	184	6	error	error	NOUN
futech-622	184	7	patterns	pattern	NOUN
futech-622	184	8	were	be	AUX
futech-622	184	9	misclassifications	misclassification	NOUN
futech-622	184	10	in	in	ADP
futech-622	184	11	which	which	PRON
futech-622	184	12	activity	activity	NOUN
futech-622	184	13	-	-	PUNCT
futech-622	184	14	related	relate	VERB
futech-622	184	15	terms	term	NOUN
futech-622	184	16	such	such	ADJ
futech-622	184	17	as	as	ADP
futech-622	184	18	"	"	PUNCT
futech-622	184	19	running	run	VERB
futech-622	184	20	mode	mode	NOUN
futech-622	184	21	"	"	PUNCT
futech-622	184	22	or	or	CCONJ
futech-622	184	23	"	"	PUNCT
futech-622	184	24	workout	workout	NOUN
futech-622	184	25	session	session	NOUN
futech-622	184	26	"	"	PUNCT
futech-622	184	27	were	be	AUX
futech-622	184	28	misclassified	misclassifie	VERB
futech-622	184	29	as	as	ADP
futech-622	184	30	components	component	NOUN
futech-622	184	31	of	of	ADP
futech-622	184	32	the	the	DET
futech-622	184	33	device	device	NOUN
futech-622	184	34	,	,	PUNCT
futech-622	184	35	and	and	CCONJ
futech-622	184	36	confusions	confusion	NOUN
futech-622	184	37	between	between	ADP
futech-622	184	38	metaphorical	metaphorical	ADJ
futech-622	184	39	descriptions	description	NOUN
futech-622	184	40	,	,	PUNCT
futech-622	184	41	such	such	ADJ
futech-622	184	42	as	as	ADP
futech-622	184	43	"	"	PUNCT
futech-622	184	44	smooth	smooth	ADJ
futech-622	184	45	performance	performance	NOUN
futech-622	184	46	,	,	PUNCT
futech-622	184	47	"	"	PUNCT
futech-622	184	48	and	and	CCONJ
futech-622	184	49	literal	literal	ADJ
futech-622	184	50	skin	skin	NOUN
futech-622	184	51	-	-	PUNCT
futech-622	184	52	related	relate	VERB
futech-622	184	53	descriptions	description	NOUN
futech-622	184	54	of	of	ADP
futech-622	184	55	comfort	comfort	NOUN
futech-622	184	56	.	.	PUNCT
futech-622	185	1	for	for	ADP
futech-622	185	2	sentiment	sentiment	NOUN
futech-622	185	3	analysis	analysis	NOUN
futech-622	185	4	,	,	PUNCT
futech-622	185	5	the	the	DET
futech-622	185	6	framework	framework	NOUN
futech-622	185	7	was	be	AUX
futech-622	185	8	set	set	VERB
futech-622	185	9	up	up	ADP
futech-622	185	10	to	to	PART
futech-622	185	11	use	use	VERB
futech-622	185	12	a	a	DET
futech-622	185	13	pre	pre	ADJ
futech-622	185	14	-	-	ADJ
futech-622	185	15	trained	train	VERB
futech-622	185	16	cardiffnlp	cardiffnlp	PROPN
futech-622	185	17	roberta	roberta	PROPN
futech-622	185	18	-	-	PUNCT
futech-622	185	19	base	base	NOUN
futech-622	185	20	sentiment	sentiment	NOUN
futech-622	185	21	classifier	classifier	NOUN
futech-622	185	22	(	(	PUNCT
futech-622	185	23	cardiffnlp	cardiffnlp	PROPN
futech-622	185	24	/	/	SYM
futech-622	185	25	twitter	twitter	NOUN
futech-622	185	26	-	-	PUNCT
futech-622	185	27	roberta	roberta	NOUN
futech-622	185	28	-	-	PUNCT
futech-622	185	29	base	base	NOUN
futech-622	185	30	-	-	PUNCT
futech-622	185	31	sentiment	sentiment	NOUN
futech-622	185	32	-	-	PUNCT
futech-622	185	33	latest	late	ADJ
futech-622	185	34	)	)	PUNCT
futech-622	185	35	,	,	PUNCT
futech-622	185	36	which	which	PRON
futech-622	185	37	had	have	AUX
futech-622	185	38	been	be	AUX
futech-622	185	39	further	far	ADV
futech-622	185	40	adapted	adapt	VERB
futech-622	185	41	with	with	ADP
futech-622	185	42	a	a	DET
futech-622	185	43	pre	pre	ADJ
futech-622	185	44	-	-	ADJ
futech-622	185	45	curated	curate	VERB
futech-622	185	46	dataset	dataset	NOUN
futech-622	185	47	of	of	ADP
futech-622	185	48	20,000	20,000	NUM
futech-622	185	49	sentences	sentence	NOUN
futech-622	185	50	from	from	ADP
futech-622	185	51	product	product	NOUN
futech-622	185	52	reviews	review	NOUN
futech-622	185	53	.	.	PUNCT
futech-622	186	1	the	the	DET
futech-622	186	2	accuracy	accuracy	NOUN
futech-622	186	3	of	of	ADP
futech-622	186	4	the	the	DET
futech-622	186	5	adapted	adapt	VERB
futech-622	186	6	model	model	NOUN
futech-622	186	7	was	be	AUX
futech-622	186	8	0.91	0.91	NUM
futech-622	186	9	,	,	PUNCT
futech-622	186	10	and	and	CCONJ
futech-622	186	11	the	the	DET
futech-622	186	12	macro	macro	NOUN
futech-622	186	13	-	-	NOUN
futech-622	186	14	f1	f1	NOUN
futech-622	186	15	was	be	AUX
futech-622	186	16	0.88	0.88	NUM
futech-622	186	17	.	.	PUNCT
futech-622	187	1	most	most	ADJ
futech-622	187	2	of	of	ADP
futech-622	187	3	the	the	DET
futech-622	187	4	errors	error	NOUN
futech-622	187	5	involving	involve	VERB
futech-622	187	6	sentiment	sentiment	NOUN
futech-622	187	7	occurred	occur	VERB
futech-622	187	8	in	in	ADP
futech-622	187	9	reviews	review	NOUN
futech-622	187	10	containing	contain	VERB
futech-622	187	11	sarcasm	sarcasm	NOUN
futech-622	187	12	,	,	PUNCT
futech-622	187	13	mixed	mixed	ADJ
futech-622	187	14	sentiment	sentiment	NOUN
futech-622	187	15	within	within	ADP
futech-622	187	16	the	the	DET
futech-622	187	17	same	same	ADJ
futech-622	187	18	sentence	sentence	NOUN
futech-622	187	19	,	,	PUNCT
futech-622	187	20	or	or	CCONJ
futech-622	187	21	indirect	indirect	ADJ
futech-622	187	22	expressions	expression	NOUN
futech-622	187	23	of	of	ADP
futech-622	187	24	dissatisfaction	dissatisfaction	NOUN
futech-622	187	25	,	,	PUNCT
futech-622	187	26	such	such	ADJ
futech-622	187	27	as	as	ADP
futech-622	187	28	"	"	PUNCT
futech-622	187	29	i	i	PRON
futech-622	187	30	wish	wish	VERB
futech-622	187	31	the	the	DET
futech-622	187	32	strap	strap	NOUN
futech-622	187	33	did	do	AUX
futech-622	187	34	n't	not	PART
futech-622	187	35	irritate	irritate	VERB
futech-622	187	36	my	my	PRON
futech-622	187	37	skin	skin	NOUN
futech-622	187	38	.	.	PUNCT
futech-622	187	39	"	"	PUNCT
futech-622	188	1	the	the	DET
futech-622	188	2	model	model	NOUN
futech-622	188	3	gave	give	VERB
futech-622	188	4	each	each	DET
futech-622	188	5	extracted	extract	VERB
futech-622	188	6	feature	feature	NOUN
futech-622	188	7	a	a	DET
futech-622	188	8	sentiment	sentiment	NOUN
futech-622	188	9	score	score	NOUN
futech-622	188	10	on	on	ADP
futech-622	188	11	a	a	DET
futech-622	188	12	continuous	continuous	ADJ
futech-622	188	13	scale	scale	NOUN
futech-622	188	14	between	between	ADP
futech-622	188	15	-1	-1	PUNCT
futech-622	188	16	(	(	PUNCT
futech-622	188	17	strongly	strongly	ADV
futech-622	188	18	negative	negative	ADJ
futech-622	188	19	)	)	PUNCT
futech-622	188	20	and	and	CCONJ
futech-622	188	21	+1	+1	PROPN
futech-622	188	22	(	(	PUNCT
futech-622	188	23	strongly	strongly	ADV
futech-622	188	24	positive	positive	ADJ
futech-622	188	25	)	)	PUNCT
futech-622	188	26	.	.	PUNCT
futech-622	189	1	sentiment	sentiment	NOUN
futech-622	189	2	polarity	polarity	NOUN
futech-622	189	3	was	be	AUX
futech-622	189	4	used	use	VERB
futech-622	189	5	to	to	PART
futech-622	189	6	categorize	categorize	VERB
futech-622	189	7	features	feature	NOUN
futech-622	189	8	into	into	ADP
futech-622	189	9	strengths	strength	NOUN
futech-622	189	10	,	,	PUNCT
futech-622	189	11	weaknesses	weakness	NOUN
futech-622	189	12	,	,	PUNCT
futech-622	189	13	and	and	CCONJ
futech-622	189	14	pain	pain	NOUN
futech-622	189	15	points	point	NOUN
futech-622	189	16	,	,	PUNCT
futech-622	189	17	which	which	PRON
futech-622	189	18	in	in	ADP
futech-622	189	19	turn	turn	NOUN
futech-622	189	20	considered	consider	VERB
futech-622	189	21	contradiction	contradiction	NOUN
futech-622	189	22	identification	identification	NOUN
futech-622	189	23	.	.	PUNCT
futech-622	190	1	4.5	4.5	NUM
futech-622	190	2	ontology	ontology	NOUN
futech-622	190	3	construction	construction	NOUN
futech-622	190	4	and	and	CCONJ
futech-622	190	5	knowledge	knowledge	NOUN
futech-622	190	6	graph	graph	NOUN
futech-622	190	7	population	population	NOUN
futech-622	190	8	an	an	DET
futech-622	190	9	ontology	ontology	NOUN
futech-622	190	10	specific	specific	ADJ
futech-622	190	11	to	to	ADP
futech-622	190	12	wearable	wearable	ADJ
futech-622	190	13	device	device	NOUN
futech-622	190	14	design	design	NOUN
futech-622	190	15	was	be	AUX
futech-622	190	16	developed	develop	VERB
futech-622	190	17	using	use	VERB
futech-622	190	18	a	a	DET
futech-622	190	19	hierarchical	hierarchical	ADJ
futech-622	190	20	schema	schema	NOUN
futech-622	190	21	with	with	ADP
futech-622	190	22	classes	class	NOUN
futech-622	190	23	for	for	ADP
futech-622	190	24	product	product	NOUN
futech-622	190	25	features	feature	NOUN
futech-622	190	26	and	and	CCONJ
futech-622	190	27	functions	function	NOUN
futech-622	190	28	,	,	PUNCT
futech-622	190	29	user	user	NOUN
futech-622	190	30	needs	need	NOUN
futech-622	190	31	,	,	PUNCT
futech-622	190	32	performance	performance	NOUN
futech-622	190	33	attributes	attribute	VERB
futech-622	190	34	,	,	PUNCT
futech-622	190	35	technical	technical	ADJ
futech-622	190	36	problems	problem	NOUN
futech-622	190	37	,	,	PUNCT
futech-622	190	38	and	and	CCONJ
futech-622	190	39	triz	triz	PROPN
futech-622	190	40	engineering	engineering	NOUN
futech-622	190	41	parameters	parameter	NOUN
futech-622	190	42	.	.	PUNCT
futech-622	191	1	object	object	NOUN
futech-622	191	2	properties	property	NOUN
futech-622	191	3	included	include	VERB
futech-622	191	4	such	such	ADJ
futech-622	191	5	relationships	relationship	NOUN
futech-622	191	6	as	as	SCONJ
futech-622	191	7	"	"	PUNCT
futech-622	191	8	improves	improve	VERB
futech-622	191	9	,	,	PUNCT
futech-622	191	10	"	"	PUNCT
futech-622	191	11	"	"	PUNCT
futech-622	191	12	reduces	reduce	VERB
futech-622	191	13	,	,	PUNCT
futech-622	191	14	"	"	PUNCT
futech-622	191	15	"	"	PUNCT
futech-622	191	16	depends_on	depends_on	NOUN
futech-622	191	17	,	,	PUNCT
futech-622	191	18	"	"	PUNCT
futech-622	191	19	"	"	PUNCT
futech-622	191	20	causes	cause	NOUN
futech-622	191	21	,	,	PUNCT
futech-622	191	22	"	"	PUNCT
futech-622	191	23	and	and	CCONJ
futech-622	191	24	"	"	PUNCT
futech-622	191	25	contradicts	contradict	VERB
futech-622	191	26	.	.	PUNCT
futech-622	191	27	"	"	PUNCT
futech-622	191	28	extracted	extract	VERB
futech-622	191	29	entities	entity	NOUN
futech-622	191	30	and	and	CCONJ
futech-622	191	31	relations	relation	NOUN
futech-622	191	32	were	be	AUX
futech-622	191	33	taken	take	VERB
futech-622	191	34	from	from	ADP
futech-622	191	35	the	the	DET
futech-622	191	36	text	text	NOUN
futech-622	191	37	mining	mining	NOUN
futech-622	191	38	layer	layer	NOUN
futech-622	191	39	,	,	PUNCT
futech-622	191	40	transformed	transform	VERB
futech-622	191	41	into	into	ADP
futech-622	191	42	rdf	rdf	NOUN
futech-622	191	43	triples	triple	NOUN
futech-622	191	44	,	,	PUNCT
futech-622	191	45	and	and	CCONJ
futech-622	191	46	added	add	VERB
futech-622	191	47	to	to	ADP
futech-622	191	48	the	the	DET
futech-622	191	49	ontology	ontology	NOUN
futech-622	191	50	.	.	PUNCT
futech-622	192	1	sparql	sparql	ADJ
futech-622	192	2	queries	query	NOUN
futech-622	192	3	were	be	AUX
futech-622	192	4	applied	apply	VERB
futech-622	192	5	to	to	PART
futech-622	192	6	validate	validate	VERB
futech-622	192	7	semantic	semantic	ADJ
futech-622	192	8	consistency	consistency	NOUN
futech-622	192	9	and	and	CCONJ
futech-622	192	10	make	make	VERB
futech-622	192	11	sure	sure	ADJ
futech-622	192	12	that	that	SCONJ
futech-622	192	13	each	each	DET
futech-622	192	14	element	element	NOUN
futech-622	192	15	that	that	PRON
futech-622	192	16	was	be	AUX
futech-622	192	17	extracted	extract	VERB
futech-622	192	18	mapped	map	VERB
futech-622	192	19	to	to	ADP
futech-622	192	20	its	its	PRON
futech-622	192	21	respective	respective	ADJ
futech-622	192	22	class	class	NOUN
futech-622	192	23	.	.	PUNCT
futech-622	193	1	contradictions	contradiction	NOUN
futech-622	193	2	were	be	AUX
futech-622	193	3	represented	represent	VERB
futech-622	193	4	as	as	ADP
futech-622	193	5	nodes	node	NOUN
futech-622	193	6	in	in	ADP
futech-622	193	7	the	the	DET
futech-622	193	8	knowledge	knowledge	NOUN
futech-622	193	9	graph	graph	NOUN
futech-622	193	10	between	between	ADP
futech-622	193	11	conflicting	conflict	VERB
futech-622	193	12	properties	property	NOUN
futech-622	193	13	or	or	CCONJ
futech-622	193	14	requirements	requirement	NOUN
futech-622	193	15	.	.	PUNCT
futech-622	194	1	4.6	4.6	NUM
futech-622	194	2	contradiction	contradiction	NOUN
futech-622	194	3	identification	identification	NOUN
futech-622	194	4	rules	rule	VERB
futech-622	194	5	contradictions	contradiction	NOUN
futech-622	194	6	were	be	AUX
futech-622	194	7	detected	detect	VERB
futech-622	194	8	by	by	ADP
futech-622	194	9	means	mean	NOUN
futech-622	194	10	of	of	ADP
futech-622	194	11	a	a	DET
futech-622	194	12	hybrid	hybrid	ADJ
futech-622	194	13	rulebased	rulebase	VERB
futech-622	194	14	approach	approach	NOUN
futech-622	194	15	using	use	VERB
futech-622	194	16	linguistic	linguistic	ADJ
futech-622	194	17	cues	cue	NOUN
futech-622	194	18	,	,	PUNCT
futech-622	194	19	polarity	polarity	NOUN
futech-622	194	20	patterns	pattern	NOUN
futech-622	194	21	,	,	PUNCT
futech-622	194	22	and	and	CCONJ
futech-622	194	23	ontology	ontology	NOUN
futech-622	194	24	reasoning	reasoning	NOUN
futech-622	194	25	.	.	PUNCT
futech-622	195	1	three	three	NUM
futech-622	195	2	types	type	NOUN
futech-622	195	3	of	of	ADP
futech-622	195	4	contradiction	contradiction	NOUN
futech-622	195	5	were	be	AUX
futech-622	195	6	defined	define	VERB
futech-622	195	7	:	:	PUNCT
futech-622	195	8	•	•	NUM
futech-622	195	9	feature	feature	NOUN
futech-622	195	10	–	–	PUNCT
futech-622	195	11	requirement	requirement	NOUN
futech-622	195	12	conflicts	conflict	NOUN
futech-622	195	13	:	:	PUNCT
futech-622	195	14	example	example	NOUN
futech-622	195	15	:	:	PUNCT
futech-622	195	16	“	"	PUNCT
futech-622	195	17	thin	thin	ADJ
futech-622	195	18	strap	strap	NOUN
futech-622	195	19	improves	improve	VERB
futech-622	195	20	comfort	comfort	NOUN
futech-622	195	21	but	but	CCONJ
futech-622	195	22	reduces	reduce	VERB
futech-622	195	23	durability	durability	NOUN
futech-622	195	24	.	.	PUNCT
futech-622	195	25	”	"	PUNCT
futech-622	196	1	•	•	NUM
futech-622	196	2	performance	performance	NOUN
futech-622	196	3	trade	trade	NOUN
futech-622	196	4	-	-	PUNCT
futech-622	196	5	offs	off	NOUN
futech-622	196	6	:	:	PUNCT
futech-622	196	7	example	example	NOUN
futech-622	196	8	:	:	PUNCT
futech-622	196	9	“	"	PUNCT
futech-622	196	10	smaller	small	ADJ
futech-622	196	11	size	size	NOUN
futech-622	196	12	lowers	lower	VERB
futech-622	196	13	battery	battery	NOUN
futech-622	196	14	capacity	capacity	NOUN
futech-622	196	15	.	.	PUNCT
futech-622	196	16	”	"	PUNCT
futech-622	197	1	•	•	NUM
futech-622	197	2	contextual	contextual	ADJ
futech-622	197	3	conflicts	conflict	NOUN
futech-622	197	4	:	:	PUNCT
futech-622	197	5	example	example	NOUN
futech-622	197	6	:	:	PUNCT
futech-622	197	7	"	"	PUNCT
futech-622	197	8	tight	tight	ADJ
futech-622	197	9	fit	fit	ADJ
futech-622	197	10	increases	increase	NOUN
futech-622	197	11	accuracy	accuracy	NOUN
futech-622	197	12	,	,	PUNCT
futech-622	197	13	causes	cause	VERB
futech-622	197	14	irritation	irritation	NOUN
futech-622	197	15	to	to	ADP
futech-622	197	16	skin	skin	NOUN
futech-622	197	17	.	.	PUNCT
futech-622	197	18	”	"	PUNCT
futech-622	198	1	each	each	DET
futech-622	198	2	contradiction	contradiction	NOUN
futech-622	198	3	was	be	AUX
futech-622	198	4	translated	translate	VERB
futech-622	198	5	into	into	ADP
futech-622	198	6	the	the	DET
futech-622	198	7	nearest	near	ADJ
futech-622	198	8	triz	triz	PROPN
futech-622	198	9	engineering	engineering	NOUN
futech-622	198	10	parameters	parameter	NOUN
futech-622	198	11	using	use	VERB
futech-622	198	12	a	a	DET
futech-622	198	13	predefined	predefine	VERB
futech-622	198	14	mapping	mapping	NOUN
futech-622	198	15	table	table	NOUN
futech-622	198	16	.	.	PUNCT
futech-622	199	1	mapping	mapping	NOUN
futech-622	199	2	results	result	NOUN
futech-622	199	3	led	lead	VERB
futech-622	199	4	to	to	ADP
futech-622	199	5	the	the	DET
futech-622	199	6	retrieval	retrieval	NOUN
futech-622	199	7	of	of	ADP
futech-622	199	8	inventive	inventive	ADJ
futech-622	199	9	principles	principle	NOUN
futech-622	199	10	during	during	ADP
futech-622	199	11	the	the	DET
futech-622	199	12	triz	triz	PROPN
futech-622	199	13	reasoning	reasoning	NOUN
futech-622	199	14	stage	stage	NOUN
futech-622	199	15	.	.	PUNCT
futech-622	200	1	a	a	DET
futech-622	200	2	typical	typical	ADJ
futech-622	200	3	consumer	consumer	NOUN
futech-622	200	4	review	review	NOUN
futech-622	200	5	said	say	VERB
futech-622	200	6	the	the	DET
futech-622	200	7	following	follow	VERB
futech-622	200	8	:	:	PUNCT
futech-622	200	9	"	"	PUNCT
futech-622	200	10	the	the	DET
futech-622	200	11	band	band	NOUN
futech-622	200	12	is	be	AUX
futech-622	200	13	comfortable	comfortable	ADJ
futech-622	200	14	when	when	SCONJ
futech-622	200	15	first	first	ADV
futech-622	200	16	worn	worn	ADJ
futech-622	200	17	,	,	PUNCT
futech-622	200	18	but	but	CCONJ
futech-622	200	19	after	after	ADP
futech-622	200	20	a	a	DET
futech-622	200	21	few	few	ADJ
futech-622	200	22	hours	hour	NOUN
futech-622	200	23	it	it	PRON
futech-622	200	24	will	will	AUX
futech-622	200	25	irritate	irritate	VERB
futech-622	200	26	my	my	PRON
futech-622	200	27	skin	skin	NOUN
futech-622	200	28	,	,	PUNCT
futech-622	200	29	especially	especially	ADV
futech-622	200	30	if	if	SCONJ
futech-622	200	31	i	i	PRON
futech-622	200	32	am	be	AUX
futech-622	200	33	sweating	sweat	VERB
futech-622	200	34	.	.	PUNCT
futech-622	200	35	"	"	PUNCT
futech-622	201	1	from	from	ADP
futech-622	201	2	this	this	DET
futech-622	201	3	sentence	sentence	NOUN
futech-622	201	4	,	,	PUNCT
futech-622	201	5	the	the	DET
futech-622	201	6	system	system	NOUN
futech-622	201	7	extracted	extract	VERB
futech-622	201	8	three	three	NUM
futech-622	201	9	important	important	ADJ
futech-622	201	10	entities	entity	NOUN
futech-622	201	11	band	band	NOUN
futech-622	201	12	comfort	comfort	NOUN
futech-622	201	13	(	(	PUNCT
futech-622	201	14	positive	positive	ADJ
futech-622	201	15	sentiment	sentiment	NOUN
futech-622	201	16	)	)	PUNCT
futech-622	201	17	,	,	PUNCT
futech-622	201	18	skin	skin	NOUN
futech-622	201	19	irritation	irritation	NOUN
futech-622	201	20	(	(	PUNCT
futech-622	201	21	negative	negative	ADJ
futech-622	201	22	sentiment	sentiment	NOUN
futech-622	201	23	)	)	PUNCT
futech-622	201	24	,	,	PUNCT
futech-622	201	25	and	and	CCONJ
futech-622	201	26	sweating	sweating	NOUN
futech-622	201	27	condition	condition	NOUN
futech-622	201	28	(	(	PUNCT
futech-622	201	29	contextual	contextual	ADJ
futech-622	201	30	modifier	modifier	NOUN
futech-622	201	31	)	)	PUNCT
futech-622	201	32	.	.	PUNCT
futech-622	202	1	these	these	DET
futech-622	202	2	characteristics	characteristic	NOUN
futech-622	202	3	resulted	result	VERB
futech-622	202	4	in	in	ADP
futech-622	202	5	a	a	DET
futech-622	202	6	clear	clear	ADJ
futech-622	202	7	conflict	conflict	NOUN
futech-622	202	8	:	:	PUNCT
futech-622	202	9	the	the	DET
futech-622	202	10	user	user	NOUN
futech-622	202	11	needs	need	VERB
futech-622	202	12	comfort	comfort	NOUN
futech-622	202	13	over	over	ADP
futech-622	202	14	long	long	ADJ
futech-622	202	15	periods	period	NOUN
futech-622	202	16	,	,	PUNCT
futech-622	202	17	but	but	CCONJ
futech-622	202	18	the	the	DET
futech-622	202	19	material	material	NOUN
futech-622	202	20	irritates	irritate	VERB
futech-622	202	21	in	in	ADP
futech-622	202	22	the	the	DET
futech-622	202	23	presence	presence	NOUN
futech-622	202	24	of	of	ADP
futech-622	202	25	moisture	moisture	NOUN
futech-622	202	26	.	.	PUNCT
futech-622	203	1	this	this	PRON
futech-622	203	2	was	be	AUX
futech-622	203	3	classed	class	VERB
futech-622	203	4	against	against	ADP
futech-622	203	5	the	the	DET
futech-622	203	6	contradiction	contradiction	NOUN
futech-622	203	7	between	between	ADP
futech-622	203	8	user	user	NOUN
futech-622	203	9	comfort	comfort	NOUN
futech-622	203	10	and	and	CCONJ
futech-622	203	11	material	material	NOUN
futech-622	203	12	stability	stability	NOUN
futech-622	203	13	.	.	PUNCT
futech-622	204	1	the	the	DET
futech-622	204	2	extracted	extract	VERB
futech-622	204	3	features	feature	NOUN
futech-622	204	4	were	be	AUX
futech-622	204	5	then	then	ADV
futech-622	204	6	mapped	map	VERB
futech-622	204	7	to	to	ADP
futech-622	204	8	triz	triz	PROPN
futech-622	204	9	engineering	engineering	NOUN
futech-622	204	10	parameters	parameter	NOUN
futech-622	204	11	:	:	PUNCT
futech-622	204	12	comfort	comfort	NOUN
futech-622	204	13	to	to	PART
futech-622	204	14	parameter	parameter	VERB
futech-622	204	15	33	33	NUM
futech-622	204	16	(	(	PUNCT
futech-622	204	17	ease	ease	NOUN
futech-622	204	18	of	of	ADP
futech-622	204	19	operation	operation	NOUN
futech-622	204	20	)	)	PUNCT
futech-622	204	21	and	and	CCONJ
futech-622	204	22	irritation	irritation	NOUN
futech-622	204	23	to	to	PART
futech-622	204	24	parameter	parameter	VERB
futech-622	204	25	10	10	NUM
futech-622	204	26	(	(	PUNCT
futech-622	204	27	stability	stability	NOUN
futech-622	204	28	of	of	ADP
futech-622	204	29	substance	substance	NOUN
futech-622	204	30	)	)	PUNCT
futech-622	204	31	.	.	PUNCT
futech-622	205	1	querying	query	VERB
futech-622	205	2	the	the	DET
futech-622	205	3	contradiction	contradiction	NOUN
futech-622	205	4	matrix	matrix	NOUN
futech-622	205	5	yielded	yield	VERB
futech-622	205	6	inventive	inventive	ADJ
futech-622	205	7	principles	principle	NOUN
futech-622	205	8	such	such	ADJ
futech-622	205	9	as	as	ADP
futech-622	205	10	principles	principle	NOUN
futech-622	205	11	30	30	NUM
futech-622	205	12	(	(	PUNCT
futech-622	205	13	flexible	flexible	ADJ
futech-622	205	14	shells	shell	NOUN
futech-622	205	15	)	)	PUNCT
futech-622	205	16	,	,	PUNCT
futech-622	205	17	31	31	NUM
futech-622	205	18	(	(	PUNCT
futech-622	205	19	porous	porous	ADJ
futech-622	205	20	materials	material	NOUN
futech-622	205	21	)	)	PUNCT
futech-622	205	22	,	,	PUNCT
futech-622	205	23	and	and	CCONJ
futech-622	205	24	40	40	NUM
futech-622	205	25	(	(	PUNCT
futech-622	205	26	composite	composite	ADJ
futech-622	205	27	materials	material	NOUN
futech-622	205	28	)	)	PUNCT
futech-622	205	29	.	.	PUNCT
futech-622	206	1	these	these	DET
futech-622	206	2	principles	principle	NOUN
futech-622	206	3	were	be	AUX
futech-622	206	4	used	use	VERB
futech-622	206	5	to	to	PART
futech-622	206	6	develop	develop	VERB
futech-622	206	7	the	the	DET
futech-622	206	8	idea	idea	NOUN
futech-622	206	9	of	of	ADP
futech-622	206	10	skin	skin	NOUN
futech-622	206	11	-	-	PUNCT
futech-622	206	12	friendly	friendly	ADJ
futech-622	206	13	coating	coating	NOUN
futech-622	206	14	,	,	PUNCT
futech-622	206	15	which	which	PRON
futech-622	206	16	contained	contain	VERB
futech-622	206	17	breathable	breathable	ADJ
futech-622	206	18	,	,	PUNCT
futech-622	206	19	hypoallergenic	hypoallergenic	ADJ
futech-622	206	20	composite	composite	ADJ
futech-622	206	21	layers	layer	NOUN
futech-622	206	22	to	to	PART
futech-622	206	23	minimize	minimize	VERB
futech-622	206	24	irritation	irritation	NOUN
futech-622	206	25	while	while	SCONJ
futech-622	206	26	preserving	preserve	VERB
futech-622	206	27	durability	durability	NOUN
futech-622	206	28	.	.	PUNCT
futech-622	207	1	4.7	4.7	NUM
futech-622	207	2	experimental	experimental	ADJ
futech-622	207	3	design	design	NOUN
futech-622	207	4	a	a	DET
futech-622	207	5	controlled	control	VERB
futech-622	207	6	experiment	experiment	NOUN
futech-622	207	7	was	be	AUX
futech-622	207	8	carried	carry	VERB
futech-622	207	9	out	out	ADP
futech-622	207	10	to	to	PART
futech-622	207	11	test	test	VERB
futech-622	207	12	the	the	DET
futech-622	207	13	effectiveness	effectiveness	NOUN
futech-622	207	14	of	of	ADP
futech-622	207	15	the	the	DET
futech-622	207	16	proposed	propose	VERB
futech-622	207	17	framework	framework	NOUN
futech-622	207	18	.	.	PUNCT
futech-622	208	1	participants	participant	NOUN
futech-622	208	2	were	be	AUX
futech-622	208	3	grouped	group	VERB
futech-622	208	4	into	into	ADP
futech-622	208	5	two	two	NUM
futech-622	208	6	groups	group	NOUN
futech-622	208	7	:	:	PUNCT
futech-622	208	8	•	•	NUM
futech-622	208	9	control	control	NOUN
futech-622	208	10	group	group	NOUN
futech-622	208	11	:	:	PUNCT
futech-622	208	12	used	use	VERB
futech-622	208	13	traditional	traditional	ADJ
futech-622	208	14	brainstorming	brainstorming	NOUN
futech-622	208	15	and	and	CCONJ
futech-622	208	16	qfdbased	qfdbase	VERB
futech-622	208	17	ideation	ideation	NOUN
futech-622	208	18	methods	method	NOUN
futech-622	208	19	.	.	PUNCT
futech-622	209	1	•	•	NUM
futech-622	209	2	experimental	experimental	ADJ
futech-622	209	3	group	group	NOUN
futech-622	209	4	:	:	PUNCT
futech-622	209	5	used	use	VERB
futech-622	209	6	the	the	DET
futech-622	209	7	proposed	propose	VERB
futech-622	209	8	cai	cai	PROPN
futech-622	209	9	framework	framework	PROPN
futech-622	209	10	.	.	PUNCT
futech-622	210	1	each	each	DET
futech-622	210	2	group	group	NOUN
futech-622	210	3	had	have	VERB
futech-622	210	4	12	12	NUM
futech-622	210	5	participants	participant	NOUN
futech-622	210	6	with	with	ADP
futech-622	210	7	engineering	engineering	NOUN
futech-622	210	8	or	or	CCONJ
futech-622	210	9	product	product	NOUN
futech-622	210	10	design	design	NOUN
futech-622	210	11	backgrounds	background	NOUN
futech-622	210	12	,	,	PUNCT
futech-622	210	13	so	so	SCONJ
futech-622	210	14	that	that	DET
futech-622	210	15	expertise	expertise	NOUN
futech-622	210	16	was	be	AUX
futech-622	210	17	similar	similar	ADJ
futech-622	210	18	.	.	PUNCT
futech-622	211	1	both	both	DET
futech-622	211	2	groups	group	NOUN
futech-622	211	3	were	be	AUX
futech-622	211	4	given	give	VERB
futech-622	211	5	the	the	DET
futech-622	211	6	same	same	ADJ
futech-622	211	7	design	design	NOUN
futech-622	211	8	brief	brief	NOUN
futech-622	211	9	and	and	CCONJ
futech-622	211	10	a	a	DET
futech-622	211	11	time	time	NOUN
futech-622	211	12	limit	limit	NOUN
futech-622	211	13	of	of	ADP
futech-622	211	14	2	2	NUM
futech-622	211	15	hours	hour	NOUN
futech-622	211	16	to	to	PART
futech-622	211	17	come	come	VERB
futech-622	211	18	up	up	ADP
futech-622	211	19	with	with	ADP
futech-622	211	20	concepts	concept	NOUN
futech-622	211	21	.	.	PUNCT
futech-622	212	1	the	the	DET
futech-622	212	2	cai	cai	PROPN
futech-622	212	3	system	system	PROPN
futech-622	212	4	automatically	automatically	ADV
futech-622	212	5	recorded	record	VERB
futech-622	212	6	timestamps	timestamp	NOUN
futech-622	212	7	of	of	ADP
futech-622	212	8	each	each	DET
futech-622	212	9	concept	concept	NOUN
futech-622	212	10	that	that	PRON
futech-622	212	11	was	be	AUX
futech-622	212	12	accepted	accept	VERB
futech-622	212	13	;	;	PUNCT
futech-622	212	14	time	time	NOUN
futech-622	212	15	-	-	PUNCT
futech-622	212	16	to	to	ADP
futech-622	212	17	-	-	PUNCT
futech-622	212	18	first	first	ADJ
futech-622	212	19	-	-	PUNCT
futech-622	212	20	concept	concept	NOUN
futech-622	212	21	was	be	AUX
futech-622	212	22	defined	define	VERB
futech-622	212	23	as	as	ADP
futech-622	212	24	the	the	DET
futech-622	212	25	time	time	NOUN
futech-622	212	26	elapsed	elapse	VERB
futech-622	212	27	from	from	ADP
futech-622	212	28	the	the	DET
futech-622	212	29	task	task	NOUN
futech-622	212	30	's	's	PART
futech-622	212	31	onset	onset	NOUN
futech-622	212	32	until	until	SCONJ
futech-622	212	33	the	the	DET
futech-622	212	34	first	first	ADJ
futech-622	212	35	concept	concept	NOUN
futech-622	212	36	was	be	AUX
futech-622	212	37	saved	save	VERB
futech-622	212	38	in	in	ADP
futech-622	212	39	the	the	DET
futech-622	212	40	system	system	NOUN
futech-622	212	41	's	's	PART
futech-622	212	42	dashboard	dashboard	NOUN
futech-622	212	43	.	.	PUNCT
futech-622	213	1	the	the	DET
futech-622	213	2	experimental	experimental	ADJ
futech-622	213	3	group	group	NOUN
futech-622	213	4	used	use	VERB
futech-622	213	5	topics	topic	NOUN
futech-622	213	6	,	,	PUNCT
futech-622	213	7	contradictions	contradiction	NOUN
futech-622	213	8	,	,	PUNCT
futech-622	213	9	and	and	CCONJ
futech-622	213	10	inventive	inventive	ADJ
futech-622	213	11	principles	principle	NOUN
futech-622	213	12	recommendations	recommendation	NOUN
futech-622	213	13	generated	generate	VERB
futech-622	213	14	by	by	ADP
futech-622	213	15	the	the	DET
futech-622	213	16	system	system	NOUN
futech-622	213	17	through	through	ADP
futech-622	213	18	the	the	DET
futech-622	213	19	dashboard	dashboard	NOUN
futech-622	213	20	,	,	PUNCT
futech-622	213	21	whereas	whereas	SCONJ
futech-622	213	22	the	the	DET
futech-622	213	23	control	control	NOUN
futech-622	213	24	group	group	NOUN
futech-622	213	25	used	use	VERB
futech-622	213	26	only	only	ADJ
futech-622	213	27	manual	manual	ADJ
futech-622	213	28	analysis	analysis	NOUN
futech-622	213	29	of	of	ADP
futech-622	213	30	given	give	VERB
futech-622	213	31	textual	textual	ADJ
futech-622	213	32	materials	material	NOUN
futech-622	213	33	.	.	PUNCT
futech-622	214	1	4.8	4.8	NUM
futech-622	214	2	expert	expert	NOUN
futech-622	214	3	evaluation	evaluation	NOUN
futech-622	214	4	protocol	protocol	NOUN
futech-622	214	5	a	a	DET
futech-622	214	6	panel	panel	NOUN
futech-622	214	7	of	of	ADP
futech-622	214	8	five	five	NUM
futech-622	214	9	experts	expert	NOUN
futech-622	214	10	in	in	ADP
futech-622	214	11	the	the	DET
futech-622	214	12	domain	domain	NOUN
futech-622	214	13	independently	independently	ADV
futech-622	214	14	reviewed	review	VERB
futech-622	214	15	the	the	DET
futech-622	214	16	generated	generate	VERB
futech-622	214	17	concepts	concept	NOUN
futech-622	214	18	based	base	VERB
futech-622	214	19	on	on	ADP
futech-622	214	20	3	3	NUM
futech-622	214	21	dimensions	dimension	NOUN
futech-622	214	22	:	:	PUNCT
futech-622	214	23	•	•	NUM
futech-622	214	24	novelty	novelty	NOUN
futech-622	214	25	(	(	PUNCT
futech-622	214	26	how	how	SCONJ
futech-622	214	27	original	original	ADJ
futech-622	214	28	is	be	AUX
futech-622	214	29	the	the	DET
futech-622	214	30	idea	idea	NOUN
futech-622	214	31	in	in	ADP
futech-622	214	32	comparison	comparison	NOUN
futech-622	214	33	to	to	ADP
futech-622	214	34	existing	exist	VERB
futech-622	214	35	products	product	NOUN
futech-622	214	36	)	)	PUNCT
futech-622	214	37	•	•	ADP
futech-622	214	38	feasibility	feasibility	NOUN
futech-622	214	39	(	(	PUNCT
futech-622	214	40	realism	realism	NOUN
futech-622	214	41	and	and	CCONJ
futech-622	214	42	practicality	practicality	NOUN
futech-622	214	43	of	of	ADP
futech-622	214	44	engineering	engineering	NOUN
futech-622	214	45	)	)	PUNCT
futech-622	214	46	•	•	NOUN
futech-622	214	47	usability	usability	NOUN
futech-622	214	48	(	(	PUNCT
futech-622	214	49	improvement	improvement	NOUN
futech-622	214	50	in	in	ADP
futech-622	214	51	expected	expect	VERB
futech-622	214	52	user	user	NOUN
futech-622	214	53	experience	experience	NOUN
futech-622	214	54	)	)	PUNCT
futech-622	214	55	a	a	DET
futech-622	214	56	10	10	NUM
futech-622	214	57	-	-	PUNCT
futech-622	214	58	point	point	NOUN
futech-622	214	59	scoring	scoring	NOUN
futech-622	214	60	scale	scale	NOUN
futech-622	214	61	was	be	AUX
futech-622	214	62	used	use	VERB
futech-622	214	63	,	,	PUNCT
futech-622	214	64	and	and	CCONJ
futech-622	214	65	evaluators	evaluator	NOUN
futech-622	214	66	followed	follow	VERB
futech-622	214	67	written	write	VERB
futech-622	214	68	scoring	scoring	NOUN
futech-622	214	69	guidelines	guideline	NOUN
futech-622	214	70	to	to	PART
futech-622	214	71	be	be	AUX
futech-622	214	72	consistent	consistent	ADJ
futech-622	214	73	.	.	PUNCT
futech-622	215	1	the	the	DET
futech-622	215	2	interrater	interrater	ADJ
futech-622	215	3	reliability	reliability	NOUN
futech-622	215	4	was	be	AUX
futech-622	215	5	calculated	calculate	VERB
futech-622	215	6	with	with	ADP
futech-622	215	7	fleiss	fleiss	PROPN
futech-622	215	8	'	'	PUNCT
futech-622	215	9	kappa	kappa	NOUN
futech-622	215	10	for	for	ADP
futech-622	215	11	categorical	categorical	ADJ
futech-622	215	12	agreement	agreement	NOUN
futech-622	215	13	and	and	CCONJ
futech-622	215	14	intraclass	intraclass	NOUN
futech-622	215	15	correlation	correlation	NOUN
futech-622	215	16	coefficient	coefficient	NOUN
futech-622	215	17	(	(	PUNCT
futech-622	215	18	icc	icc	PROPN
futech-622	215	19	)	)	PUNCT
futech-622	215	20	for	for	ADP
futech-622	215	21	the	the	DET
futech-622	215	22	continuous	continuous	ADJ
futech-622	215	23	scoring	scoring	NOUN
futech-622	215	24	consistency	consistency	NOUN
futech-622	215	25	.	.	PUNCT
futech-622	216	1	4.9	4.9	NUM
futech-622	216	2	statistical	statistical	ADJ
futech-622	216	3	analysis	analysis	NOUN
futech-622	216	4	statistical	statistical	ADJ
futech-622	216	5	tests	test	NOUN
futech-622	216	6	were	be	AUX
futech-622	216	7	used	use	VERB
futech-622	216	8	to	to	PART
futech-622	216	9	compare	compare	VERB
futech-622	216	10	the	the	DET
futech-622	216	11	two	two	NUM
futech-622	216	12	groups	group	NOUN
futech-622	216	13	'	'	PART
futech-622	216	14	performance	performance	NOUN
futech-622	216	15	on	on	ADP
futech-622	216	16	the	the	DET
futech-622	216	17	tests	test	NOUN
futech-622	216	18	.	.	PUNCT
futech-622	217	1	the	the	DET
futech-622	217	2	normality	normality	NOUN
futech-622	217	3	of	of	ADP
futech-622	217	4	the	the	DET
futech-622	217	5	score	score	NOUN
futech-622	217	6	distributions	distribution	NOUN
futech-622	217	7	was	be	AUX
futech-622	217	8	tested	test	VERB
futech-622	217	9	with	with	ADP
futech-622	217	10	the	the	DET
futech-622	217	11	shapiro	shapiro	PROPN
futech-622	217	12	--	--	PUNCT
futech-622	217	13	wilk	wilk	NOUN
futech-622	217	14	test	test	NOUN
futech-622	217	15	.	.	PUNCT
futech-622	218	1	if	if	SCONJ
futech-622	218	2	normally	normally	ADV
futech-622	218	3	distributed	distribute	VERB
futech-622	218	4	,	,	PUNCT
futech-622	218	5	independent	independent	ADJ
futech-622	218	6	-	-	PUNCT
futech-622	218	7	samples	sample	NOUN
futech-622	218	8	t	t	NOUN
futech-622	218	9	-	-	PUNCT
futech-622	218	10	tests	test	NOUN
futech-622	218	11	were	be	AUX
futech-622	218	12	used	use	VERB
futech-622	218	13	;	;	PUNCT
futech-622	218	14	otherwise	otherwise	ADV
futech-622	218	15	,	,	PUNCT
futech-622	218	16	the	the	DET
futech-622	218	17	wilcoxon	wilcoxon	ADJ
futech-622	218	18	rank	rank	NOUN
futech-622	218	19	-	-	PUNCT
futech-622	218	20	sum	sum	NOUN
futech-622	218	21	test	test	NOUN
futech-622	218	22	was	be	AUX
futech-622	218	23	used	use	VERB
futech-622	218	24	.	.	PUNCT
futech-622	219	1	for	for	ADP
futech-622	219	2	the	the	DET
futech-622	219	3	ideation	ideation	NOUN
futech-622	219	4	time	time	NOUN
futech-622	219	5	and	and	CCONJ
futech-622	219	6	the	the	DET
futech-622	219	7	concept	concept	NOUN
futech-622	219	8	quality	quality	NOUN
futech-622	219	9	scores	score	NOUN
futech-622	219	10	,	,	PUNCT
futech-622	219	11	standard	standard	ADJ
futech-622	219	12	smk	smk	NOUN
futech-622	219	13	.	.	PUNCT
futech-622	220	1	ganesh	ganesh	PROPN
futech-622	220	2	et	et	PROPN
futech-622	220	3	al	al	PROPN
futech-622	220	4	.	.	PROPN
futech-622	220	5	/future	/future	PUNCT
futech-622	220	6	technology	technology	PROPN
futech-622	220	7	february	february	PROPN
futech-622	220	8	2026|	2026|	NUM
futech-622	220	9	volume	volume	NOUN
futech-622	220	10	05	05	NUM
futech-622	221	1	|	|	ADV
futech-622	221	2	issue	issue	NOUN
futech-622	221	3	01	01	NUM
futech-622	222	1	|	|	ADV
futech-622	222	2	pages	page	NOUN
futech-622	222	3	278	278	NUM
futech-622	222	4	-	-	SYM
futech-622	222	5	289	289	NUM
futech-622	222	6	284	284	NUM
futech-622	222	7	deviations	deviation	NOUN
futech-622	222	8	and	and	CCONJ
futech-622	222	9	confidence	confidence	NOUN
futech-622	222	10	intervals	interval	NOUN
futech-622	222	11	were	be	AUX
futech-622	222	12	computed	compute	VERB
futech-622	222	13	.	.	PUNCT
futech-622	223	1	the	the	DET
futech-622	223	2	magnitude	magnitude	NOUN
futech-622	223	3	of	of	ADP
futech-622	223	4	the	the	DET
futech-622	223	5	difference	difference	NOUN
futech-622	223	6	between	between	ADP
futech-622	223	7	groups	group	NOUN
futech-622	223	8	was	be	AUX
futech-622	223	9	calculated	calculate	VERB
futech-622	223	10	for	for	ADP
futech-622	223	11	effect	effect	NOUN
futech-622	223	12	sizes	size	NOUN
futech-622	223	13	.	.	PUNCT
futech-622	224	1	this	this	DET
futech-622	224	2	methodology	methodology	NOUN
futech-622	224	3	helped	help	VERB
futech-622	224	4	to	to	PART
futech-622	224	5	deliver	deliver	VERB
futech-622	224	6	a	a	DET
futech-622	224	7	rigorous	rigorous	ADJ
futech-622	224	8	,	,	PUNCT
futech-622	224	9	reproducible	reproducible	ADJ
futech-622	224	10	methodology	methodology	NOUN
futech-622	224	11	to	to	PART
futech-622	224	12	assess	assess	VERB
futech-622	224	13	the	the	DET
futech-622	224	14	effectiveness	effectiveness	NOUN
futech-622	224	15	and	and	CCONJ
futech-622	224	16	efficiency	efficiency	NOUN
futech-622	224	17	of	of	ADP
futech-622	224	18	the	the	DET
futech-622	224	19	proposed	propose	VERB
futech-622	224	20	cai	cai	PROPN
futech-622	224	21	system	system	NOUN
futech-622	224	22	.	.	PUNCT
futech-622	225	1	4.10	4.10	NUM
futech-622	225	2	ethical	ethical	ADJ
futech-622	225	3	and	and	CCONJ
futech-622	225	4	data	datum	NOUN
futech-622	225	5	compliance	compliance	NOUN
futech-622	225	6	statement	statement	NOUN
futech-622	225	7	all	all	DET
futech-622	225	8	textual	textual	ADJ
futech-622	225	9	datasets	dataset	NOUN
futech-622	225	10	used	use	VERB
futech-622	225	11	in	in	ADP
futech-622	225	12	this	this	DET
futech-622	225	13	study	study	NOUN
futech-622	225	14	were	be	AUX
futech-622	225	15	obtained	obtain	VERB
futech-622	225	16	and	and	CCONJ
futech-622	225	17	processed	process	VERB
futech-622	225	18	in	in	ADP
futech-622	225	19	accordance	accordance	NOUN
futech-622	225	20	with	with	ADP
futech-622	225	21	legal	legal	ADJ
futech-622	225	22	,	,	PUNCT
futech-622	225	23	ethical	ethical	ADJ
futech-622	225	24	,	,	PUNCT
futech-622	225	25	and	and	CCONJ
futech-622	225	26	platformspecific	platformspecific	NOUN
futech-622	225	27	guidelines	guideline	NOUN
futech-622	225	28	.	.	PUNCT
futech-622	226	1	consumer	consumer	NOUN
futech-622	226	2	reviews	review	NOUN
futech-622	226	3	were	be	AUX
futech-622	226	4	gathered	gather	VERB
futech-622	226	5	from	from	ADP
futech-622	226	6	publicly	publicly	ADV
futech-622	226	7	available	available	ADJ
futech-622	226	8	datasets	dataset	NOUN
futech-622	226	9	or	or	CCONJ
futech-622	226	10	from	from	ADP
futech-622	226	11	platforms	platform	NOUN
futech-622	226	12	that	that	PRON
futech-622	226	13	explicitly	explicitly	ADV
futech-622	226	14	permitted	permit	VERB
futech-622	226	15	research	research	NOUN
futech-622	226	16	access	access	NOUN
futech-622	226	17	under	under	ADP
futech-622	226	18	their	their	PRON
futech-622	226	19	terms	term	NOUN
futech-622	226	20	of	of	ADP
futech-622	226	21	service	service	NOUN
futech-622	226	22	;	;	PUNCT
futech-622	226	23	nothing	nothing	PRON
futech-622	226	24	was	be	AUX
futech-622	226	25	automatically	automatically	ADV
futech-622	226	26	scraped	scrape	VERB
futech-622	226	27	from	from	ADP
futech-622	226	28	restricted	restrict	VERB
futech-622	226	29	web	web	NOUN
futech-622	226	30	interfaces	interface	NOUN
futech-622	226	31	,	,	PUNCT
futech-622	226	32	and	and	CCONJ
futech-622	226	33	no	no	DET
futech-622	226	34	personal	personal	ADJ
futech-622	226	35	identifying	identify	VERB
futech-622	226	36	information	information	NOUN
futech-622	226	37	(	(	PUNCT
futech-622	226	38	pii	pii	PROPN
futech-622	226	39	)	)	PUNCT
futech-622	226	40	was	be	AUX
futech-622	226	41	collected	collect	VERB
futech-622	226	42	,	,	PUNCT
futech-622	226	43	stored	store	VERB
futech-622	226	44	,	,	PUNCT
futech-622	226	45	or	or	CCONJ
futech-622	226	46	analyzed	analyze	VERB
futech-622	226	47	at	at	ADP
futech-622	226	48	any	any	DET
futech-622	226	49	stage	stage	NOUN
futech-622	226	50	.	.	PUNCT
futech-622	227	1	patent	patent	NOUN
futech-622	227	2	abstracts	abstract	NOUN
futech-622	227	3	were	be	AUX
futech-622	227	4	obtained	obtain	VERB
futech-622	227	5	from	from	ADP
futech-622	227	6	patent	patent	NOUN
futech-622	227	7	open	open	ADJ
futech-622	227	8	-	-	PUNCT
futech-622	227	9	access	access	NOUN
futech-622	227	10	databases	database	NOUN
futech-622	227	11	that	that	PRON
futech-622	227	12	support	support	VERB
futech-622	227	13	text	text	NOUN
futech-622	227	14	mining	mining	NOUN
futech-622	227	15	for	for	ADP
futech-622	227	16	scholarly	scholarly	ADJ
futech-622	227	17	research	research	NOUN
futech-622	227	18	.	.	PUNCT
futech-622	228	1	all	all	DET
futech-622	228	2	experimental	experimental	ADJ
futech-622	228	3	procedures	procedure	NOUN
futech-622	228	4	involving	involve	VERB
futech-622	228	5	human	human	ADJ
futech-622	228	6	participants	participant	NOUN
futech-622	228	7	were	be	AUX
futech-622	228	8	in	in	ADP
futech-622	228	9	accordance	accordance	NOUN
futech-622	228	10	with	with	ADP
futech-622	228	11	standard	standard	ADJ
futech-622	228	12	ethical	ethical	ADJ
futech-622	228	13	research	research	NOUN
futech-622	228	14	practices	practice	NOUN
futech-622	228	15	:	:	PUNCT
futech-622	228	16	voluntary	voluntary	ADJ
futech-622	228	17	participation	participation	NOUN
futech-622	228	18	was	be	AUX
futech-622	228	19	obtained	obtain	VERB
futech-622	228	20	,	,	PUNCT
futech-622	228	21	informed	informed	ADJ
futech-622	228	22	consent	consent	NOUN
futech-622	228	23	was	be	AUX
futech-622	228	24	obtained	obtain	VERB
futech-622	228	25	before	before	ADP
futech-622	228	26	data	data	NOUN
futech-622	228	27	collection	collection	NOUN
futech-622	228	28	,	,	PUNCT
futech-622	228	29	and	and	CCONJ
futech-622	228	30	no	no	DET
futech-622	228	31	sensitive	sensitive	ADJ
futech-622	228	32	personal	personal	ADJ
futech-622	228	33	data	datum	NOUN
futech-622	228	34	were	be	AUX
futech-622	228	35	recorded	record	VERB
futech-622	228	36	.	.	PUNCT
futech-622	229	1	all	all	DET
futech-622	229	2	data	datum	NOUN
futech-622	229	3	were	be	AUX
futech-622	229	4	anonymized	anonymize	VERB
futech-622	229	5	and	and	CCONJ
futech-622	229	6	analyzed	analyze	VERB
futech-622	229	7	in	in	ADP
futech-622	229	8	aggregate	aggregate	ADJ
futech-622	229	9	,	,	PUNCT
futech-622	229	10	ensuring	ensure	VERB
futech-622	229	11	full	full	ADJ
futech-622	229	12	confidentiality	confidentiality	NOUN
futech-622	229	13	and	and	CCONJ
futech-622	229	14	privacy	privacy	NOUN
futech-622	229	15	protection	protection	NOUN
futech-622	229	16	.	.	PUNCT
futech-622	230	1	the	the	DET
futech-622	230	2	study	study	NOUN
futech-622	230	3	followed	follow	VERB
futech-622	230	4	the	the	DET
futech-622	230	5	principles	principle	NOUN
futech-622	230	6	of	of	ADP
futech-622	230	7	responsible	responsible	ADJ
futech-622	230	8	research	research	NOUN
futech-622	230	9	,	,	PUNCT
futech-622	230	10	transparent	transparent	ADJ
futech-622	230	11	reporting	reporting	NOUN
futech-622	230	12	,	,	PUNCT
futech-622	230	13	and	and	CCONJ
futech-622	230	14	ethical	ethical	ADJ
futech-622	230	15	data	datum	NOUN
futech-622	230	16	handling	handling	NOUN
futech-622	230	17	throughout	throughout	ADP
futech-622	230	18	the	the	DET
futech-622	230	19	methodology	methodology	NOUN
futech-622	230	20	.	.	PUNCT
futech-622	231	1	5	5	X
futech-622	231	2	.	.	X
futech-622	231	3	results	result	VERB
futech-622	231	4	5.1	5.1	NUM
futech-622	231	5	case	case	NOUN
futech-622	231	6	study	study	NOUN
futech-622	231	7	implementation	implementation	NOUN
futech-622	231	8	the	the	DET
futech-622	231	9	proposed	propose	VERB
futech-622	231	10	framework	framework	NOUN
futech-622	231	11	was	be	AUX
futech-622	231	12	tested	test	VERB
futech-622	231	13	through	through	ADP
futech-622	231	14	a	a	DET
futech-622	231	15	case	case	NOUN
futech-622	231	16	study	study	NOUN
futech-622	231	17	on	on	ADP
futech-622	231	18	smart	smart	ADJ
futech-622	231	19	wearable	wearable	ADJ
futech-622	231	20	health	health	NOUN
futech-622	231	21	devices	device	NOUN
futech-622	231	22	.	.	PUNCT
futech-622	232	1	textual	textual	ADJ
futech-622	232	2	data	datum	NOUN
futech-622	232	3	gathered	gather	VERB
futech-622	232	4	from	from	ADP
futech-622	232	5	consumer	consumer	NOUN
futech-622	232	6	reviews	review	NOUN
futech-622	232	7	,	,	PUNCT
futech-622	232	8	patent	patent	NOUN
futech-622	232	9	abstracts	abstract	NOUN
futech-622	232	10	,	,	PUNCT
futech-622	232	11	and	and	CCONJ
futech-622	232	12	technical	technical	ADJ
futech-622	232	13	blogs	blog	NOUN
futech-622	232	14	were	be	AUX
futech-622	232	15	fed	feed	VERB
futech-622	232	16	into	into	ADP
futech-622	232	17	the	the	DET
futech-622	232	18	text	text	NOUN
futech-622	232	19	mining	mining	NOUN
futech-622	232	20	engine	engine	NOUN
futech-622	232	21	,	,	PUNCT
futech-622	232	22	yielding	yield	VERB
futech-622	232	23	entities	entity	NOUN
futech-622	232	24	,	,	PUNCT
futech-622	232	25	topics	topic	NOUN
futech-622	232	26	,	,	PUNCT
futech-622	232	27	sentiments	sentiment	NOUN
futech-622	232	28	,	,	PUNCT
futech-622	232	29	and	and	CCONJ
futech-622	232	30	contradictions	contradiction	NOUN
futech-622	232	31	,	,	PUNCT
futech-622	232	32	which	which	PRON
futech-622	232	33	were	be	AUX
futech-622	232	34	incorporated	incorporate	VERB
futech-622	232	35	into	into	ADP
futech-622	232	36	the	the	DET
futech-622	232	37	knowledge	knowledge	NOUN
futech-622	232	38	repository	repository	NOUN
futech-622	232	39	built	build	VERB
futech-622	232	40	on	on	ADP
futech-622	232	41	the	the	DET
futech-622	232	42	ontology	ontology	NOUN
futech-622	232	43	.	.	PUNCT
futech-622	233	1	this	this	DET
futech-622	233	2	structured	structured	ADJ
futech-622	233	3	information	information	NOUN
futech-622	233	4	influenced	influence	VERB
futech-622	233	5	the	the	DET
futech-622	233	6	triz	triz	PROPN
futech-622	233	7	reasoning	reasoning	NOUN
futech-622	233	8	module	module	NOUN
futech-622	233	9	that	that	PRON
futech-622	233	10	produced	produce	VERB
futech-622	233	11	a	a	DET
futech-622	233	12	series	series	NOUN
futech-622	233	13	of	of	ADP
futech-622	233	14	candidate	candidate	NOUN
futech-622	233	15	inventive	inventive	ADJ
futech-622	233	16	solutions	solution	NOUN
futech-622	233	17	.	.	PUNCT
futech-622	234	1	the	the	DET
futech-622	234	2	cai	cai	PROPN
futech-622	234	3	dashboard	dashboard	PROPN
futech-622	234	4	offered	offer	VERB
futech-622	234	5	these	these	DET
futech-622	234	6	solutions	solution	NOUN
futech-622	234	7	to	to	ADP
futech-622	234	8	participants	participant	NOUN
futech-622	234	9	in	in	ADP
futech-622	234	10	the	the	DET
futech-622	234	11	experimental	experimental	ADJ
futech-622	234	12	group	group	NOUN
futech-622	234	13	in	in	ADP
futech-622	234	14	the	the	DET
futech-622	234	15	controlled	control	VERB
futech-622	234	16	design	design	NOUN
futech-622	234	17	study	study	NOUN
futech-622	234	18	.	.	PUNCT
futech-622	235	1	the	the	DET
futech-622	235	2	system	system	NOUN
futech-622	235	3	was	be	AUX
futech-622	235	4	able	able	ADJ
futech-622	235	5	to	to	PART
futech-622	235	6	extract	extract	VERB
futech-622	235	7	design	design	NOUN
futech-622	235	8	-	-	PUNCT
futech-622	235	9	relevant	relevant	ADJ
futech-622	235	10	information	information	NOUN
futech-622	235	11	and	and	CCONJ
futech-622	235	12	generate	generate	VERB
futech-622	235	13	candidate	candidate	NOUN
futech-622	235	14	concepts	concept	NOUN
futech-622	235	15	to	to	PART
futech-622	235	16	address	address	VERB
futech-622	235	17	issues	issue	NOUN
futech-622	235	18	identified	identify	VERB
futech-622	235	19	in	in	ADP
futech-622	235	20	the	the	DET
futech-622	235	21	textual	textual	ADJ
futech-622	235	22	data	datum	NOUN
futech-622	235	23	,	,	PUNCT
futech-622	235	24	such	such	ADJ
futech-622	235	25	as	as	ADP
futech-622	235	26	comfort	comfort	NOUN
futech-622	235	27	,	,	PUNCT
futech-622	235	28	durability	durability	NOUN
futech-622	235	29	,	,	PUNCT
futech-622	235	30	sensor	sensor	NOUN
futech-622	235	31	accuracy	accuracy	NOUN
futech-622	235	32	,	,	PUNCT
futech-622	235	33	user	user	NOUN
futech-622	235	34	interface	interface	NOUN
futech-622	235	35	adaptability	adaptability	NOUN
futech-622	235	36	,	,	PUNCT
futech-622	235	37	and	and	CCONJ
futech-622	235	38	material	material	NOUN
futech-622	235	39	safety	safety	NOUN
futech-622	235	40	.	.	PUNCT
futech-622	236	1	this	this	PRON
futech-622	236	2	confirmed	confirm	VERB
futech-622	236	3	that	that	SCONJ
futech-622	236	4	the	the	DET
futech-622	236	5	framework	framework	NOUN
futech-622	236	6	could	could	AUX
futech-622	236	7	successfully	successfully	ADV
futech-622	236	8	translate	translate	VERB
futech-622	236	9	real	real	ADJ
futech-622	236	10	-	-	PUNCT
futech-622	236	11	world	world	NOUN
futech-622	236	12	textual	textual	ADJ
futech-622	236	13	evidence	evidence	NOUN
futech-622	236	14	into	into	ADP
futech-622	236	15	structured	structured	ADJ
futech-622	236	16	innovation	innovation	NOUN
futech-622	236	17	support	support	NOUN
futech-622	236	18	.	.	PUNCT
futech-622	237	1	5.2	5.2	NUM
futech-622	237	2	text	text	NOUN
futech-622	237	3	mining	mining	NOUN
futech-622	237	4	output	output	NOUN
futech-622	237	5	and	and	CCONJ
futech-622	237	6	knowledge	knowledge	NOUN
futech-622	237	7	extraction	extraction	NOUN
futech-622	237	8	the	the	DET
futech-622	237	9	text	text	NOUN
futech-622	237	10	mining	mining	NOUN
futech-622	237	11	module	module	NOUN
futech-622	237	12	provided	provide	VERB
futech-622	237	13	coherent	coherent	ADJ
futech-622	237	14	and	and	CCONJ
futech-622	237	15	semantically	semantically	ADV
futech-622	237	16	interpretable	interpretable	ADJ
futech-622	237	17	insights	insight	NOUN
futech-622	237	18	.	.	PUNCT
futech-622	238	1	topic	topic	NOUN
futech-622	238	2	modelling	modelling	NOUN
futech-622	238	3	identified	identify	VERB
futech-622	238	4	key	key	ADJ
futech-622	238	5	design	design	NOUN
futech-622	238	6	issues	issue	NOUN
futech-622	238	7	related	relate	VERB
futech-622	238	8	to	to	ADP
futech-622	238	9	wearable	wearable	ADJ
futech-622	238	10	devices	device	NOUN
futech-622	238	11	,	,	PUNCT
futech-622	238	12	including	include	VERB
futech-622	238	13	battery	battery	NOUN
futech-622	238	14	life	life	NOUN
futech-622	238	15	,	,	PUNCT
futech-622	238	16	comfort	comfort	NOUN
futech-622	238	17	of	of	ADP
futech-622	238	18	wear	wear	NOUN
futech-622	238	19	,	,	PUNCT
futech-622	238	20	sensor	sensor	NOUN
futech-622	238	21	reliability	reliability	NOUN
futech-622	238	22	,	,	PUNCT
futech-622	238	23	skin	skin	NOUN
futech-622	238	24	irritation	irritation	NOUN
futech-622	238	25	,	,	PUNCT
futech-622	238	26	user	user	NOUN
futech-622	238	27	interface	interface	NOUN
futech-622	238	28	responsiveness	responsiveness	NOUN
futech-622	238	29	,	,	PUNCT
futech-622	238	30	and	and	CCONJ
futech-622	238	31	device	device	NOUN
futech-622	238	32	connectivity	connectivity	NOUN
futech-622	238	33	.	.	PUNCT
futech-622	239	1	sentiment	sentiment	NOUN
futech-622	239	2	analysis	analysis	NOUN
futech-622	239	3	revealed	reveal	VERB
futech-622	239	4	which	which	PRON
futech-622	239	5	features	feature	VERB
futech-622	239	6	users	user	NOUN
futech-622	239	7	appreciated	appreciate	VERB
futech-622	239	8	most	most	ADV
futech-622	239	9	and	and	CCONJ
futech-622	239	10	which	which	PRON
futech-622	239	11	they	they	PRON
futech-622	239	12	needed	need	VERB
futech-622	239	13	to	to	PART
futech-622	239	14	improve	improve	VERB
futech-622	239	15	.	.	PUNCT
futech-622	240	1	named	name	VERB
futech-622	240	2	entity	entity	NOUN
futech-622	240	3	recognition	recognition	NOUN
futech-622	240	4	has	have	AUX
futech-622	240	5	been	be	AUX
futech-622	240	6	used	use	VERB
futech-622	240	7	to	to	PART
futech-622	240	8	extract	extract	VERB
futech-622	240	9	frequent	frequent	ADJ
futech-622	240	10	component	component	NOUN
futech-622	240	11	references	reference	NOUN
futech-622	240	12	,	,	PUNCT
futech-622	240	13	materials	material	NOUN
futech-622	240	14	,	,	PUNCT
futech-622	240	15	and	and	CCONJ
futech-622	240	16	functional	functional	ADJ
futech-622	240	17	attributes	attribute	NOUN
futech-622	240	18	.	.	PUNCT
futech-622	241	1	the	the	DET
futech-622	241	2	pipeline	pipeline	NOUN
futech-622	241	3	was	be	AUX
futech-622	241	4	able	able	ADJ
futech-622	241	5	to	to	PART
futech-622	241	6	identify	identify	VERB
futech-622	241	7	a	a	DET
futech-622	241	8	large	large	ADJ
futech-622	241	9	number	number	NOUN
futech-622	241	10	of	of	ADP
futech-622	241	11	featuresentiment	featuresentiment	ADJ
futech-622	241	12	pairs	pair	NOUN
futech-622	241	13	,	,	PUNCT
futech-622	241	14	which	which	PRON
futech-622	241	15	serve	serve	VERB
futech-622	241	16	as	as	ADP
futech-622	241	17	direct	direct	ADJ
futech-622	241	18	input	input	NOUN
futech-622	241	19	to	to	ADP
futech-622	241	20	the	the	DET
futech-622	241	21	contradiction	contradiction	NOUN
futech-622	241	22	mapping	mapping	NOUN
futech-622	241	23	.	.	PUNCT
futech-622	242	1	these	these	PRON
futech-622	242	2	extracted	extract	VERB
futech-622	242	3	insights	insight	NOUN
futech-622	242	4	filled	fill	VERB
futech-622	242	5	the	the	DET
futech-622	242	6	ontology	ontology	NOUN
futech-622	242	7	and	and	CCONJ
futech-622	242	8	served	serve	VERB
futech-622	242	9	as	as	ADP
futech-622	242	10	the	the	DET
futech-622	242	11	basis	basis	NOUN
futech-622	242	12	for	for	ADP
futech-622	242	13	contradiction	contradiction	NOUN
futech-622	242	14	and	and	CCONJ
futech-622	242	15	idea	idea	NOUN
futech-622	242	16	generation	generation	NOUN
futech-622	242	17	in	in	ADP
futech-622	242	18	the	the	DET
futech-622	242	19	triz	triz	PROPN
futech-622	242	20	module	module	NOUN
futech-622	242	21	.	.	PUNCT
futech-622	243	1	5.3	5.3	NUM
futech-622	243	2	ontology	ontology	NOUN
futech-622	243	3	reasoning	reasoning	NOUN
futech-622	243	4	and	and	CCONJ
futech-622	243	5	contradiction	contradiction	NOUN
futech-622	243	6	mapping	map	VERB
futech-622	243	7	the	the	DET
futech-622	243	8	ontology	ontology	NOUN
futech-622	243	9	-	-	PUNCT
futech-622	243	10	based	base	VERB
futech-622	243	11	reasoning	reasoning	NOUN
futech-622	243	12	engine	engine	NOUN
futech-622	243	13	successfully	successfully	ADV
futech-622	243	14	organized	organize	VERB
futech-622	243	15	the	the	DET
futech-622	243	16	extracted	extract	VERB
futech-622	243	17	entities	entity	NOUN
futech-622	243	18	and	and	CCONJ
futech-622	243	19	relationships	relationship	NOUN
futech-622	243	20	into	into	ADP
futech-622	243	21	structured	structured	ADJ
futech-622	243	22	knowledge	knowledge	NOUN
futech-622	243	23	graphs	graph	NOUN
futech-622	243	24	.	.	PUNCT
futech-622	244	1	using	use	VERB
futech-622	244	2	predefined	predefine	VERB
futech-622	244	3	semantic	semantic	ADJ
futech-622	244	4	rules	rule	NOUN
futech-622	244	5	,	,	PUNCT
futech-622	244	6	the	the	DET
futech-622	244	7	system	system	NOUN
futech-622	244	8	identified	identify	VERB
futech-622	244	9	a	a	DET
futech-622	244	10	series	series	NOUN
futech-622	244	11	of	of	ADP
futech-622	244	12	contradictions	contradiction	NOUN
futech-622	244	13	,	,	PUNCT
futech-622	244	14	e.g.	e.g.	ADV
futech-622	244	15	,	,	PUNCT
futech-622	244	16	comfort	comfort	NOUN
futech-622	244	17	vs.	vs.	ADP
futech-622	244	18	durability	durability	NOUN
futech-622	244	19	,	,	PUNCT
futech-622	244	20	compactness	compactness	NOUN
futech-622	244	21	vs.	vs.	ADP
futech-622	244	22	battery	battery	NOUN
futech-622	244	23	capacity	capacity	NOUN
futech-622	244	24	,	,	PUNCT
futech-622	244	25	fit	fit	ADJ
futech-622	244	26	accuracy	accuracy	NOUN
futech-622	244	27	vs.	vs.	ADP
futech-622	244	28	skin	skin	NOUN
futech-622	244	29	irritation	irritation	NOUN
futech-622	244	30	,	,	PUNCT
futech-622	244	31	and	and	CCONJ
futech-622	244	32	feature	feature	NOUN
futech-622	244	33	-	-	PUNCT
futech-622	244	34	richness	richness	NOUN
futech-622	244	35	vs.	vs.	ADP
futech-622	244	36	interface	interface	NOUN
futech-622	244	37	complexity	complexity	NOUN
futech-622	244	38	.	.	PUNCT
futech-622	245	1	each	each	DET
futech-622	245	2	contradiction	contradiction	NOUN
futech-622	245	3	was	be	AUX
futech-622	245	4	mapped	map	VERB
futech-622	245	5	to	to	ADP
futech-622	245	6	its	its	PRON
futech-622	245	7	corresponding	correspond	VERB
futech-622	245	8	triz	triz	PROPN
futech-622	245	9	parameter	parameter	PROPN
futech-622	245	10	pair	pair	PROPN
futech-622	245	11	,	,	PUNCT
futech-622	245	12	enabling	enable	VERB
futech-622	245	13	the	the	DET
futech-622	245	14	system	system	NOUN
futech-622	245	15	to	to	PART
futech-622	245	16	retrieve	retrieve	VERB
futech-622	245	17	inventive	inventive	ADJ
futech-622	245	18	principles	principle	NOUN
futech-622	245	19	for	for	ADP
futech-622	245	20	a	a	DET
futech-622	245	21	particular	particular	ADJ
futech-622	245	22	context	context	NOUN
futech-622	245	23	.	.	PUNCT
futech-622	246	1	based	base	VERB
futech-622	246	2	on	on	ADP
futech-622	246	3	these	these	DET
futech-622	246	4	mappings	mapping	NOUN
futech-622	246	5	,	,	PUNCT
futech-622	246	6	the	the	DET
futech-622	246	7	system	system	NOUN
futech-622	246	8	generated	generate	VERB
futech-622	246	9	six	six	NUM
futech-622	246	10	final	final	ADJ
futech-622	246	11	concept	concept	NOUN
futech-622	246	12	proposals	proposal	NOUN
futech-622	246	13	,	,	PUNCT
futech-622	246	14	each	each	PRON
futech-622	246	15	focused	focus	VERB
futech-622	246	16	on	on	ADP
futech-622	246	17	a	a	DET
futech-622	246	18	specific	specific	ADJ
futech-622	246	19	set	set	NOUN
futech-622	246	20	of	of	ADP
futech-622	246	21	user	user	NOUN
futech-622	246	22	needs	need	NOUN
futech-622	246	23	and	and	CCONJ
futech-622	246	24	technical	technical	ADJ
futech-622	246	25	constraints	constraint	NOUN
futech-622	246	26	.	.	PUNCT
futech-622	247	1	these	these	DET
futech-622	247	2	concepts	concept	NOUN
futech-622	247	3	were	be	AUX
futech-622	247	4	shared	share	VERB
futech-622	247	5	with	with	ADP
futech-622	247	6	the	the	DET
futech-622	247	7	experimental	experimental	ADJ
futech-622	247	8	design	design	NOUN
futech-622	247	9	group	group	NOUN
futech-622	247	10	for	for	ADP
futech-622	247	11	further	further	ADJ
futech-622	247	12	development	development	NOUN
futech-622	247	13	and	and	CCONJ
futech-622	247	14	expert	expert	NOUN
futech-622	247	15	evaluation	evaluation	NOUN
futech-622	247	16	.	.	PUNCT
futech-622	248	1	figure	figure	NOUN
futech-622	248	2	2	2	NUM
futech-622	248	3	shows	show	VERB
futech-622	248	4	how	how	SCONJ
futech-622	248	5	six	six	NUM
futech-622	248	6	inventive	inventive	ADJ
futech-622	248	7	principles	principle	NOUN
futech-622	248	8	of	of	ADP
futech-622	248	9	triz	triz	PROPN
futech-622	248	10	helped	help	VERB
futech-622	248	11	to	to	ADP
futech-622	248	12	the	the	DET
futech-622	248	13	final	final	ADJ
futech-622	248	14	concepts	concept	NOUN
futech-622	248	15	.	.	PUNCT
futech-622	249	1	principles	principle	NOUN
futech-622	249	2	like	like	ADP
futech-622	249	3	"	"	PUNCT
futech-622	249	4	flexible	flexible	ADJ
futech-622	249	5	shells	shell	NOUN
futech-622	249	6	"	"	PUNCT
futech-622	249	7	and	and	CCONJ
futech-622	249	8	"	"	PUNCT
futech-622	249	9	composite	composite	ADJ
futech-622	249	10	material	material	NOUN
futech-622	249	11	"	"	PUNCT
futech-622	249	12	had	have	VERB
futech-622	249	13	the	the	DET
futech-622	249	14	highest	high	ADJ
futech-622	249	15	impact	impact	NOUN
futech-622	249	16	indicating	indicate	VERB
futech-622	249	17	a	a	DET
futech-622	249	18	close	close	ADJ
futech-622	249	19	match	match	NOUN
futech-622	249	20	to	to	ADP
futech-622	249	21	contradictions	contradiction	NOUN
futech-622	249	22	found	find	VERB
futech-622	249	23	during	during	ADP
futech-622	249	24	the	the	DET
futech-622	249	25	text	text	NOUN
futech-622	249	26	-	-	PUNCT
futech-622	249	27	based	base	VERB
futech-622	249	28	analysis	analysis	NOUN
futech-622	249	29	.	.	PUNCT
futech-622	250	1	figure	figure	NOUN
futech-622	250	2	2	2	NUM
futech-622	250	3	.	.	PUNCT
futech-622	251	1	triz	triz	PROPN
futech-622	251	2	principles	principle	NOUN
futech-622	251	3	and	and	CCONJ
futech-622	251	4	their	their	PRON
futech-622	251	5	conceptual	conceptual	ADJ
futech-622	251	6	impact	impact	NOUN
futech-622	251	7	5.4	5.4	NUM
futech-622	251	8	generated	generate	VERB
futech-622	251	9	concepts	concept	NOUN
futech-622	251	10	and	and	CCONJ
futech-622	251	11	expert	expert	NOUN
futech-622	251	12	evaluation	evaluation	NOUN
futech-622	251	13	experts	expert	NOUN
futech-622	251	14	rated	rate	VERB
futech-622	251	15	six	six	NUM
futech-622	251	16	system	system	NOUN
futech-622	251	17	-	-	PUNCT
futech-622	251	18	generated	generate	VERB
futech-622	251	19	concepts	concept	NOUN
futech-622	251	20	on	on	ADP
futech-622	251	21	novelty	novelty	NOUN
futech-622	251	22	,	,	PUNCT
futech-622	251	23	feasibility	feasibility	NOUN
futech-622	251	24	,	,	PUNCT
futech-622	251	25	and	and	CCONJ
futech-622	251	26	usability	usability	NOUN
futech-622	251	27	on	on	ADP
futech-622	251	28	a	a	DET
futech-622	251	29	10	10	NUM
futech-622	251	30	-	-	PUNCT
futech-622	251	31	point	point	NOUN
futech-622	251	32	scale	scale	NOUN
futech-622	251	33	.	.	PUNCT
futech-622	252	1	the	the	DET
futech-622	252	2	evaluation	evaluation	NOUN
futech-622	252	3	scores	score	NOUN
futech-622	252	4	are	be	AUX
futech-622	252	5	summarized	summarize	VERB
futech-622	252	6	in	in	ADP
futech-622	252	7	table	table	NOUN
futech-622	252	8	2	2	NUM
futech-622	252	9	.	.	PUNCT
futech-622	253	1	the	the	DET
futech-622	253	2	quadrant	quadrant	ADJ
futech-622	253	3	plot	plot	NOUN
futech-622	253	4	in	in	ADP
futech-622	253	5	figure	figure	NOUN
futech-622	253	6	3	3	NUM
futech-622	253	7	emphasizes	emphasize	VERB
futech-622	253	8	the	the	DET
futech-622	253	9	consideration	consideration	NOUN
futech-622	253	10	of	of	ADP
futech-622	253	11	feasibility	feasibility	NOUN
futech-622	253	12	and	and	CCONJ
futech-622	253	13	usability	usability	NOUN
futech-622	253	14	for	for	ADP
futech-622	253	15	the	the	DET
futech-622	253	16	proposed	propose	VERB
futech-622	253	17	concepts	concept	NOUN
futech-622	253	18	,	,	PUNCT
futech-622	253	19	with	with	ADP
futech-622	253	20	"	"	PUNCT
futech-622	253	21	stretchable	stretchable	ADJ
futech-622	253	22	strap	strap	NOUN
futech-622	253	23	"	"	PUNCT
futech-622	253	24	and	and	CCONJ
futech-622	253	25	"	"	PUNCT
futech-622	253	26	skinfriendly	skinfriendly	ADV
futech-622	253	27	coating	coat	VERB
futech-622	253	28	"	"	PUNCT
futech-622	253	29	falling	fall	VERB
futech-622	253	30	in	in	ADP
futech-622	253	31	the	the	DET
futech-622	253	32	upper	upper	ADJ
futech-622	253	33	-	-	PUNCT
futech-622	253	34	right	right	NOUN
futech-622	253	35	quadrant	quadrant	NOUN
futech-622	253	36	,	,	PUNCT
futech-622	253	37	indicating	indicate	VERB
futech-622	253	38	good	good	ADJ
futech-622	253	39	performance	performance	NOUN
futech-622	253	40	on	on	ADP
futech-622	253	41	both	both	DET
futech-622	253	42	criteria	criterion	NOUN
futech-622	253	43	.	.	PUNCT
futech-622	254	1	the	the	DET
futech-622	254	2	six	six	NUM
futech-622	254	3	concepts	concept	NOUN
futech-622	254	4	generated	generate	VERB
futech-622	254	5	addressed	address	VERB
futech-622	254	6	specific	specific	ADJ
futech-622	254	7	contradictions	contradiction	NOUN
futech-622	254	8	identified	identify	VERB
futech-622	254	9	from	from	ADP
futech-622	254	10	the	the	DET
futech-622	254	11	user	user	NOUN
futech-622	254	12	needs	need	NOUN
futech-622	254	13	and	and	CCONJ
futech-622	254	14	technical	technical	ADJ
futech-622	254	15	constraints	constraint	NOUN
futech-622	254	16	.	.	PUNCT
futech-622	255	1	the	the	DET
futech-622	255	2	modular	modular	ADJ
futech-622	255	3	sensor	sensor	NOUN
futech-622	255	4	core	core	NOUN
futech-622	255	5	proposed	propose	VERB
futech-622	255	6	a	a	DET
futech-622	255	7	detachable	detachable	ADJ
futech-622	255	8	sensing	sense	VERB
futech-622	255	9	unit	unit	NOUN
futech-622	255	10	that	that	PRON
futech-622	255	11	allows	allow	VERB
futech-622	255	12	quick	quick	ADJ
futech-622	255	13	component	component	NOUN
futech-622	255	14	replacement	replacement	NOUN
futech-622	255	15	and	and	CCONJ
futech-622	255	16	multi	multi	ADJ
futech-622	255	17	-	-	ADJ
futech-622	255	18	function	function	ADJ
futech-622	255	19	use	use	NOUN
futech-622	255	20	,	,	PUNCT
futech-622	255	21	and	and	CCONJ
futech-622	255	22	solves	solve	VERB
futech-622	255	23	the	the	DET
futech-622	255	24	contradiction	contradiction	NOUN
futech-622	255	25	between	between	ADP
futech-622	255	26	sensor	sensor	NOUN
futech-622	255	27	precision	precision	NOUN
futech-622	255	28	and	and	CCONJ
futech-622	255	29	device	device	NOUN
futech-622	255	30	compactness	compactness	NOUN
futech-622	255	31	through	through	ADP
futech-622	255	32	the	the	DET
futech-622	255	33	use	use	NOUN
futech-622	255	34	of	of	ADP
futech-622	255	35	triz	triz	PROPN
futech-622	255	36	principles	principle	NOUN
futech-622	255	37	1	1	NUM
futech-622	255	38	(	(	PUNCT
futech-622	255	39	modularity	modularity	NOUN
futech-622	255	40	)	)	PUNCT
futech-622	255	41	and	and	CCONJ
futech-622	255	42	2	2	NUM
futech-622	255	43	(	(	PUNCT
futech-622	255	44	segmentation	segmentation	NOUN
futech-622	255	45	)	)	PUNCT
futech-622	255	46	.	.	PUNCT
futech-622	256	1	the	the	DET
futech-622	256	2	stretchable	stretchable	ADJ
futech-622	256	3	strap	strap	NOUN
futech-622	256	4	used	use	VERB
futech-622	256	5	a	a	DET
futech-622	256	6	combination	combination	NOUN
futech-622	256	7	of	of	ADP
futech-622	256	8	elastomeric	elastomeric	ADJ
futech-622	256	9	materials	material	NOUN
futech-622	256	10	to	to	PART
futech-622	256	11	improve	improve	VERB
futech-622	256	12	comfort	comfort	NOUN
futech-622	256	13	during	during	ADP
futech-622	256	14	movement	movement	NOUN
futech-622	256	15	while	while	SCONJ
futech-622	256	16	maintaining	maintain	VERB
futech-622	256	17	structural	structural	ADJ
futech-622	256	18	stability	stability	NOUN
futech-622	256	19	,	,	PUNCT
futech-622	256	20	addressing	address	VERB
futech-622	256	21	the	the	DET
futech-622	256	22	contradiction	contradiction	NOUN
futech-622	256	23	between	between	ADP
futech-622	256	24	flexibility	flexibility	NOUN
futech-622	256	25	and	and	CCONJ
futech-622	256	26	mechanical	mechanical	ADJ
futech-622	256	27	strength	strength	NOUN
futech-622	256	28	through	through	ADP
futech-622	256	29	principles	principle	NOUN
futech-622	256	30	15	15	NUM
futech-622	256	31	(	(	PUNCT
futech-622	256	32	dynamics	dynamic	NOUN
futech-622	256	33	)	)	PUNCT
futech-622	256	34	and	and	CCONJ
futech-622	256	35	30	30	NUM
futech-622	256	36	(	(	PUNCT
futech-622	256	37	flexible	flexible	ADJ
futech-622	256	38	shells	shell	NOUN
futech-622	256	39	)	)	PUNCT
futech-622	256	40	.	.	PUNCT
futech-622	257	1	the	the	DET
futech-622	257	2	motion	motion	NOUN
futech-622	257	3	-	-	PUNCT
futech-622	257	4	adaptive	adaptive	ADJ
futech-622	257	5	ui	ui	NOUN
futech-622	257	6	introduced	introduce	VERB
futech-622	257	7	an	an	DET
futech-622	257	8	interface	interface	NOUN
futech-622	257	9	that	that	PRON
futech-622	257	10	adapts	adapt	VERB
futech-622	257	11	its	its	PRON
futech-622	257	12	layout	layout	NOUN
futech-622	257	13	to	to	ADP
futech-622	257	14	the	the	DET
futech-622	257	15	intensity	intensity	NOUN
futech-622	257	16	of	of	ADP
futech-622	257	17	user	user	NOUN
futech-622	257	18	movement	movement	NOUN
futech-622	257	19	,	,	PUNCT
futech-622	257	20	mitigating	mitigate	VERB
futech-622	257	21	the	the	DET
futech-622	257	22	visibility	visibility	NOUN
futech-622	257	23	limitations	limitation	NOUN
futech-622	257	24	imposed	impose	VERB
futech-622	257	25	by	by	ADP
futech-622	257	26	the	the	DET
futech-622	257	27	small	small	ADJ
futech-622	257	28	screen	screen	NOUN
futech-622	257	29	size	size	NOUN
futech-622	257	30	,	,	PUNCT
futech-622	257	31	following	follow	VERB
futech-622	257	32	principles	principle	NOUN
futech-622	257	33	17	17	NUM
futech-622	257	34	(	(	PUNCT
futech-622	257	35	another	another	DET
futech-622	257	36	dimension	dimension	NOUN
futech-622	257	37	)	)	PUNCT
futech-622	257	38	and	and	CCONJ
futech-622	257	39	23	23	NUM
futech-622	257	40	(	(	PUNCT
futech-622	257	41	feedback	feedback	NOUN
futech-622	257	42	)	)	PUNCT
futech-622	257	43	.	.	PUNCT
futech-622	258	1	the	the	DET
futech-622	258	2	thermal	thermal	ADJ
futech-622	258	3	energy	energy	NOUN
futech-622	258	4	charging	charge	VERB
futech-622	258	5	concept	concept	NOUN
futech-622	258	6	uses	use	VERB
futech-622	258	7	a	a	DET
futech-622	258	8	micro	micro	ADJ
futech-622	258	9	-	-	ADJ
futech-622	258	10	thermoelectric	thermoelectric	ADJ
futech-622	258	11	system	system	NOUN
futech-622	258	12	that	that	PRON
futech-622	258	13	harnesses	harness	VERB
futech-622	258	14	body	body	NOUN
futech-622	258	15	heat	heat	NOUN
futech-622	258	16	to	to	PART
futech-622	258	17	prolong	prolong	VERB
futech-622	258	18	battery	battery	NOUN
futech-622	258	19	life	life	NOUN
futech-622	258	20	without	without	ADP
futech-622	258	21	adding	add	VERB
futech-622	258	22	weight	weight	NOUN
futech-622	258	23	to	to	ADP
futech-622	258	24	the	the	DET
futech-622	258	25	device	device	NOUN
futech-622	258	26	,	,	PUNCT
futech-622	258	27	based	base	VERB
futech-622	258	28	on	on	ADP
futech-622	258	29	the	the	DET
futech-622	258	30	application	application	NOUN
futech-622	258	31	of	of	ADP
futech-622	258	32	principles	principle	NOUN
futech-622	258	33	22	22	NUM
futech-622	258	34	(	(	PUNCT
futech-622	258	35	energy	energy	NOUN
futech-622	258	36	recycling	recycling	NOUN
futech-622	258	37	)	)	PUNCT
futech-622	258	38	and	and	CCONJ
futech-622	258	39	37	37	NUM
futech-622	258	40	(	(	PUNCT
futech-622	258	41	thermal	thermal	ADJ
futech-622	258	42	expansion	expansion	NOUN
futech-622	258	43	)	)	PUNCT
futech-622	258	44	.	.	PUNCT
futech-622	259	1	the	the	DET
futech-622	259	2	dual	dual	ADJ
futech-622	259	3	app	app	NOUN
futech-622	259	4	integration	integration	NOUN
futech-622	259	5	design	design	NOUN
futech-622	259	6	provided	provide	VERB
futech-622	259	7	a	a	DET
futech-622	259	8	two	two	NUM
futech-622	259	9	-	-	PUNCT
futech-622	259	10	layer	layer	NOUN
futech-622	259	11	software	software	NOUN
futech-622	259	12	architecture	architecture	NOUN
futech-622	259	13	that	that	PRON
futech-622	259	14	balances	balance	VERB
futech-622	259	15	ease	ease	NOUN
futech-622	259	16	of	of	ADP
futech-622	259	17	use	use	NOUN
futech-622	259	18	for	for	ADP
futech-622	259	19	beginners	beginner	NOUN
futech-622	259	20	with	with	ADP
futech-622	259	21	analytics	analytic	NOUN
futech-622	259	22	for	for	ADP
futech-622	259	23	experienced	experienced	ADJ
futech-622	259	24	users	user	NOUN
futech-622	259	25	,	,	PUNCT
futech-622	259	26	made	make	VERB
futech-622	259	27	possible	possible	ADJ
futech-622	259	28	by	by	ADP
futech-622	259	29	principles	principle	NOUN
futech-622	259	30	6	6	NUM
futech-622	259	31	(	(	PUNCT
futech-622	259	32	universality	universality	NOUN
futech-622	259	33	)	)	PUNCT
futech-622	259	34	and	and	CCONJ
futech-622	259	35	7	7	NUM
futech-622	259	36	(	(	PUNCT
futech-622	259	37	nested	nested	ADJ
futech-622	259	38	doll	doll	NOUN
futech-622	259	39	)	)	PUNCT
futech-622	259	40	.	.	PUNCT
futech-622	260	1	finally	finally	ADV
futech-622	260	2	,	,	PUNCT
futech-622	260	3	the	the	DET
futech-622	260	4	skin	skin	NOUN
futech-622	260	5	-	-	PUNCT
futech-622	260	6	friendly	friendly	ADJ
futech-622	260	7	smk	smk	NOUN
futech-622	260	8	.	.	PUNCT
futech-622	261	1	ganesh	ganesh	PROPN
futech-622	261	2	et	et	PROPN
futech-622	261	3	al	al	PROPN
futech-622	261	4	.	.	PROPN
futech-622	261	5	/future	/future	PUNCT
futech-622	261	6	technology	technology	PROPN
futech-622	261	7	february	february	PROPN
futech-622	261	8	2026|	2026|	NUM
futech-622	261	9	volume	volume	NOUN
futech-622	261	10	05	05	NUM
futech-622	262	1	|	|	ADV
futech-622	262	2	issue	issue	NOUN
futech-622	262	3	01	01	NUM
futech-622	263	1	|	|	ADV
futech-622	263	2	pages	page	NOUN
futech-622	263	3	278	278	NUM
futech-622	263	4	-	-	SYM
futech-622	263	5	289	289	NUM
futech-622	263	6	285	285	NUM
futech-622	263	7	coating	coating	NOUN
futech-622	263	8	employed	employ	VERB
futech-622	263	9	hypoallergenic	hypoallergenic	NOUN
futech-622	263	10	,	,	PUNCT
futech-622	263	11	breathable	breathable	ADJ
futech-622	263	12	composite	composite	ADJ
futech-622	263	13	materials	material	NOUN
futech-622	263	14	to	to	PART
futech-622	263	15	minimize	minimize	VERB
futech-622	263	16	skin	skin	NOUN
futech-622	263	17	irritation	irritation	NOUN
futech-622	263	18	while	while	SCONJ
futech-622	263	19	maintaining	maintain	VERB
futech-622	263	20	durability	durability	NOUN
futech-622	263	21	,	,	PUNCT
futech-622	263	22	resolving	resolve	VERB
futech-622	263	23	the	the	DET
futech-622	263	24	contradiction	contradiction	NOUN
futech-622	263	25	between	between	ADP
futech-622	263	26	comfort	comfort	NOUN
futech-622	263	27	and	and	CCONJ
futech-622	263	28	robustness	robustness	NOUN
futech-622	263	29	through	through	ADP
futech-622	263	30	principles	principle	NOUN
futech-622	263	31	40	40	NUM
futech-622	263	32	(	(	PUNCT
futech-622	263	33	composite	composite	ADJ
futech-622	263	34	materials	material	NOUN
futech-622	263	35	)	)	PUNCT
futech-622	263	36	and	and	CCONJ
futech-622	263	37	31	31	NUM
futech-622	263	38	(	(	PUNCT
futech-622	263	39	porous	porous	ADJ
futech-622	263	40	materials	material	NOUN
futech-622	263	41	)	)	PUNCT
futech-622	263	42	.	.	PUNCT
futech-622	264	1	5.5	5.5	NUM
futech-622	264	2	quantitative	quantitative	ADJ
futech-622	264	3	comparison	comparison	NOUN
futech-622	264	4	between	between	ADP
futech-622	264	5	cai	cai	PROPN
futech-622	264	6	and	and	CCONJ
futech-622	264	7	traditional	traditional	ADJ
futech-622	264	8	methods	method	NOUN
futech-622	264	9	inter	inter	ADJ
futech-622	264	10	-	-	ADJ
futech-622	264	11	rater	rater	ADJ
futech-622	264	12	reliability	reliability	NOUN
futech-622	264	13	for	for	ADP
futech-622	264	14	the	the	DET
futech-622	264	15	expert	expert	NOUN
futech-622	264	16	evaluations	evaluation	NOUN
futech-622	264	17	was	be	AUX
futech-622	264	18	determined	determine	VERB
futech-622	264	19	using	use	VERB
futech-622	264	20	fleiss	fleiss	PROPN
futech-622	264	21	'	'	PART
futech-622	264	22	kappa	kappa	NOUN
futech-622	264	23	and	and	CCONJ
futech-622	264	24	the	the	DET
futech-622	264	25	intra	intra	ADJ
futech-622	264	26	-	-	ADJ
futech-622	264	27	class	class	ADJ
futech-622	264	28	correlation	correlation	NOUN
futech-622	264	29	coefficient	coefficient	NOUN
futech-622	264	30	(	(	PUNCT
futech-622	264	31	icc	icc	PROPN
futech-622	264	32	)	)	PUNCT
futech-622	264	33	to	to	PART
futech-622	264	34	assess	assess	VERB
futech-622	264	35	agreement	agreement	NOUN
futech-622	264	36	across	across	ADP
futech-622	264	37	categorical	categorical	ADJ
futech-622	264	38	judgments	judgment	NOUN
futech-622	264	39	and	and	CCONJ
futech-622	264	40	interval	interval	NOUN
futech-622	264	41	-	-	PUNCT
futech-622	264	42	scale	scale	NOUN
futech-622	264	43	scoring	scoring	NOUN
futech-622	264	44	,	,	PUNCT
futech-622	264	45	respectively	respectively	ADV
futech-622	264	46	.	.	PUNCT
futech-622	265	1	there	there	PRON
futech-622	265	2	was	be	VERB
futech-622	265	3	considerable	considerable	ADJ
futech-622	265	4	agreement	agreement	NOUN
futech-622	265	5	between	between	ADP
futech-622	265	6	the	the	DET
futech-622	265	7	experts	expert	NOUN
futech-622	265	8	,	,	PUNCT
futech-622	265	9	fleiss	fleiss	VERB
futech-622	265	10	'	'	PUNCT
futech-622	265	11	k	k	X
futech-622	265	12	=	=	NOUN
futech-622	265	13	0.74	0.74	NUM
futech-622	265	14	,	,	PUNCT
futech-622	265	15	and	and	CCONJ
futech-622	265	16	high	high	ADJ
futech-622	265	17	scoring	scoring	NOUN
futech-622	265	18	consistency	consistency	NOUN
futech-622	265	19	,	,	PUNCT
futech-622	265	20	icc(3,k	icc(3,k	PROPN
futech-622	265	21	)	)	PUNCT
futech-622	265	22	=	=	SYM
futech-622	265	23	0.81	0.81	NUM
futech-622	265	24	.	.	PUNCT
futech-622	265	25	variation	variation	NOUN
futech-622	265	26	across	across	ADP
futech-622	265	27	key	key	ADJ
futech-622	265	28	evaluation	evaluation	NOUN
futech-622	265	29	metrics	metric	NOUN
futech-622	265	30	was	be	AUX
futech-622	265	31	reported	report	VERB
futech-622	265	32	as	as	ADP
futech-622	265	33	standard	standard	ADJ
futech-622	265	34	deviations	deviation	NOUN
futech-622	265	35	:	:	PUNCT
futech-622	265	36	ideation	ideation	NOUN
futech-622	265	37	time	time	NOUN
futech-622	265	38	for	for	ADP
futech-622	265	39	the	the	DET
futech-622	265	40	cai	cai	PROPN
futech-622	265	41	system	system	NOUN
futech-622	265	42	was	be	AUX
futech-622	265	43	18.0	18.0	NUM
futech-622	265	44	minutes	minute	NOUN
futech-622	265	45	with	with	ADP
futech-622	265	46	a	a	DET
futech-622	265	47	standard	standard	ADJ
futech-622	265	48	deviation	deviation	NOUN
futech-622	265	49	of	of	ADP
futech-622	265	50	3.4	3.4	NUM
futech-622	265	51	minutes	minute	NOUN
futech-622	265	52	,	,	PUNCT
futech-622	265	53	while	while	SCONJ
futech-622	265	54	the	the	DET
futech-622	265	55	traditional	traditional	ADJ
futech-622	265	56	ideation	ideation	NOUN
futech-622	265	57	group	group	NOUN
futech-622	265	58	was	be	AUX
futech-622	265	59	31.0	31.0	NUM
futech-622	265	60	minutes	minute	NOUN
futech-622	265	61	with	with	ADP
futech-622	265	62	a	a	DET
futech-622	265	63	standard	standard	ADJ
futech-622	265	64	deviation	deviation	NOUN
futech-622	265	65	of	of	ADP
futech-622	265	66	6.2	6.2	NUM
futech-622	265	67	minutes	minute	NOUN
futech-622	265	68	.	.	PUNCT
futech-622	266	1	concept	concept	NOUN
futech-622	266	2	quality	quality	NOUN
futech-622	266	3	also	also	ADV
futech-622	266	4	showed	show	VERB
futech-622	266	5	moderate	moderate	ADJ
futech-622	266	6	variability	variability	NOUN
futech-622	266	7	,	,	PUNCT
futech-622	266	8	with	with	ADP
futech-622	266	9	novelty	novelty	NOUN
futech-622	266	10	ratings	rating	NOUN
futech-622	266	11	of	of	ADP
futech-622	266	12	8.2	8.2	NUM
futech-622	266	13	(	(	PUNCT
futech-622	266	14	0.6	0.6	NUM
futech-622	266	15	)	)	PUNCT
futech-622	266	16	,	,	PUNCT
futech-622	266	17	feasibility	feasibility	NOUN
futech-622	266	18	ratings	rating	NOUN
futech-622	266	19	of	of	ADP
futech-622	266	20	7.9	7.9	NUM
futech-622	266	21	(	(	PUNCT
futech-622	266	22	0.5	0.5	NUM
futech-622	266	23	)	)	PUNCT
futech-622	266	24	,	,	PUNCT
futech-622	266	25	and	and	CCONJ
futech-622	266	26	usability	usability	NOUN
futech-622	266	27	ratings	rating	NOUN
futech-622	266	28	of	of	ADP
futech-622	266	29	8.5	8.5	NUM
futech-622	266	30	(	(	PUNCT
futech-622	266	31	0.4	0.4	NUM
futech-622	266	32	)	)	PUNCT
futech-622	266	33	.	.	PUNCT
futech-622	267	1	the	the	DET
futech-622	267	2	corresponding	corresponding	ADJ
futech-622	267	3	standard	standard	ADJ
futech-622	267	4	deviations	deviation	NOUN
futech-622	267	5	for	for	ADP
futech-622	267	6	individual	individual	ADJ
futech-622	267	7	concept	concept	NOUN
futech-622	267	8	ratings	rating	NOUN
futech-622	267	9	are	be	AUX
futech-622	267	10	provided	provide	VERB
futech-622	267	11	in	in	ADP
futech-622	267	12	table	table	NOUN
futech-622	267	13	3	3	NUM
futech-622	267	14	to	to	PART
futech-622	267	15	provide	provide	VERB
futech-622	267	16	some	some	DET
futech-622	267	17	further	further	ADJ
futech-622	267	18	granularity	granularity	NOUN
futech-622	267	19	about	about	ADP
futech-622	267	20	variability	variability	NOUN
futech-622	267	21	in	in	ADP
futech-622	267	22	expert	expert	ADJ
futech-622	267	23	scoring	scoring	NOUN
futech-622	267	24	.	.	PUNCT
futech-622	268	1	a	a	DET
futech-622	268	2	performance	performance	NOUN
futech-622	268	3	comparison	comparison	NOUN
futech-622	268	4	between	between	ADP
futech-622	268	5	the	the	DET
futech-622	268	6	cai	cai	PROPN
futech-622	268	7	framework	framework	NOUN
futech-622	268	8	and	and	CCONJ
futech-622	268	9	traditional	traditional	ADJ
futech-622	268	10	brainstorming	brainstorming	NOUN
futech-622	268	11	/	/	SYM
futech-622	268	12	qfd	qfd	NOUN
futech-622	268	13	-	-	PUNCT
futech-622	268	14	based	base	VERB
futech-622	268	15	design	design	NOUN
futech-622	268	16	was	be	AUX
futech-622	268	17	conducted	conduct	VERB
futech-622	268	18	with	with	ADP
futech-622	268	19	12	12	NUM
futech-622	268	20	participants	participant	NOUN
futech-622	268	21	per	per	ADP
futech-622	268	22	group	group	NOUN
futech-622	268	23	.	.	PUNCT
futech-622	269	1	quantitative	quantitative	ADJ
futech-622	269	2	results	result	NOUN
futech-622	269	3	are	be	AUX
futech-622	269	4	given	give	VERB
futech-622	269	5	in	in	ADP
futech-622	269	6	table	table	NOUN
futech-622	269	7	3	3	NUM
futech-622	269	8	.	.	PUNCT
futech-622	269	9	table	table	NOUN
futech-622	269	10	2	2	NUM
futech-622	269	11	.	.	PUNCT
futech-622	269	12	design	design	NOUN
futech-622	269	13	evaluation	evaluation	NOUN
futech-622	269	14	scores	score	NOUN
futech-622	269	15	figure	figure	VERB
futech-622	269	16	3	3	NUM
futech-622	269	17	.	.	PUNCT
futech-622	269	18	design	design	NOUN
futech-622	269	19	concept	concept	NOUN
futech-622	269	20	mapping	mapping	NOUN
futech-622	269	21	:	:	PUNCT
futech-622	269	22	usability	usability	NOUN
futech-622	269	23	vs.	vs.	ADP
futech-622	269	24	feasibility	feasibility	NOUN
futech-622	269	25	the	the	DET
futech-622	269	26	cai	cai	PROPN
futech-622	269	27	system	system	NOUN
futech-622	269	28	led	lead	VERB
futech-622	269	29	to	to	ADP
futech-622	269	30	higher	high	ADJ
futech-622	269	31	average	average	ADJ
futech-622	269	32	viable	viable	ADJ
futech-622	269	33	concept	concept	NOUN
futech-622	269	34	counts	count	NOUN
futech-622	269	35	,	,	PUNCT
futech-622	269	36	faster	fast	ADJ
futech-622	269	37	ideation	ideation	NOUN
futech-622	269	38	,	,	PUNCT
futech-622	269	39	and	and	CCONJ
futech-622	269	40	better	well	ADJ
futech-622	269	41	novelty	novelty	NOUN
futech-622	269	42	and	and	CCONJ
futech-622	269	43	feasibility	feasibility	NOUN
futech-622	269	44	scores	score	NOUN
futech-622	269	45	.	.	PUNCT
futech-622	270	1	participants	participant	NOUN
futech-622	270	2	using	use	VERB
futech-622	270	3	the	the	DET
futech-622	270	4	cai	cai	PROPN
futech-622	270	5	dashboard	dashboard	NOUN
futech-622	270	6	came	come	VERB
futech-622	270	7	up	up	ADP
futech-622	270	8	with	with	ADP
futech-622	270	9	ideas	idea	NOUN
futech-622	270	10	nearly	nearly	ADV
futech-622	270	11	2	2	NUM
futech-622	270	12	times	time	NOUN
futech-622	270	13	faster	fast	ADV
futech-622	270	14	than	than	ADP
futech-622	270	15	those	those	PRON
futech-622	270	16	using	use	VERB
futech-622	270	17	traditional	traditional	ADJ
futech-622	270	18	methods	method	NOUN
futech-622	270	19	,	,	PUNCT
futech-622	270	20	thereby	thereby	ADV
futech-622	270	21	confirming	confirm	VERB
futech-622	270	22	the	the	DET
futech-622	270	23	framework	framework	NOUN
futech-622	270	24	's	's	PART
futech-622	270	25	efficiency	efficiency	NOUN
futech-622	270	26	benefits	benefit	NOUN
futech-622	270	27	.	.	PUNCT
futech-622	271	1	figure	figure	VERB
futech-622	271	2	4	4	NUM
futech-622	271	3	shows	show	VERB
futech-622	271	4	the	the	DET
futech-622	271	5	time	time	NOUN
futech-622	271	6	required	require	VERB
futech-622	271	7	to	to	PART
futech-622	271	8	formulate	formulate	VERB
futech-622	271	9	each	each	PRON
futech-622	271	10	of	of	ADP
futech-622	271	11	the	the	DET
futech-622	271	12	six	six	NUM
futech-622	271	13	concepts	concept	NOUN
futech-622	271	14	using	use	VERB
futech-622	271	15	the	the	DET
futech-622	271	16	cai	cai	PROPN
futech-622	271	17	system	system	NOUN
futech-622	271	18	.	.	PUNCT
futech-622	272	1	all	all	DET
futech-622	272	2	concepts	concept	NOUN
futech-622	272	3	were	be	AUX
futech-622	272	4	generated	generate	VERB
futech-622	272	5	in	in	ADP
futech-622	272	6	less	less	ADJ
futech-622	272	7	than	than	ADP
futech-622	272	8	20	20	NUM
futech-622	272	9	minutes	minute	NOUN
futech-622	272	10	with	with	ADP
futech-622	272	11	an	an	DET
futech-622	272	12	average	average	ADJ
futech-622	272	13	generation	generation	NOUN
futech-622	272	14	time	time	NOUN
futech-622	272	15	of	of	ADP
futech-622	272	16	18	18	NUM
futech-622	272	17	minutes	minute	NOUN
futech-622	272	18	.	.	PUNCT
futech-622	273	1	5.6	5.6	NUM
futech-622	273	2	statistical	statistical	ADJ
futech-622	273	3	analysis	analysis	NOUN
futech-622	273	4	and	and	CCONJ
futech-622	273	5	reliability	reliability	NOUN
futech-622	273	6	reliability	reliability	NOUN
futech-622	273	7	of	of	ADP
futech-622	273	8	agreement	agreement	NOUN
futech-622	273	9	of	of	ADP
futech-622	273	10	expert	expert	NOUN
futech-622	273	11	evaluations	evaluation	NOUN
futech-622	273	12	was	be	AUX
futech-622	273	13	calculated	calculate	VERB
futech-622	273	14	(	(	PUNCT
futech-622	273	15	inter	inter	ADJ
futech-622	273	16	-	-	ADJ
futech-622	273	17	rater	rater	ADJ
futech-622	273	18	reliability	reliability	NOUN
futech-622	273	19	)	)	PUNCT
futech-622	273	20	.	.	PUNCT
futech-622	274	1	fleiss	fleiss	PROPN
futech-622	274	2	'	'	PUNCT
futech-622	274	3	k	k	NOUN
futech-622	274	4	showed	show	VERB
futech-622	274	5	considerable	considerable	ADJ
futech-622	274	6	agreement	agreement	NOUN
futech-622	274	7	between	between	ADP
futech-622	274	8	evaluators	evaluator	NOUN
futech-622	274	9	on	on	ADP
futech-622	274	10	categorical	categorical	ADJ
futech-622	274	11	judgments	judgment	NOUN
futech-622	274	12	,	,	PUNCT
futech-622	274	13	while	while	SCONJ
futech-622	274	14	the	the	DET
futech-622	274	15	intraclass	intraclass	NOUN
futech-622	274	16	correlation	correlation	NOUN
futech-622	274	17	coefficient	coefficient	NOUN
futech-622	274	18	(	(	PUNCT
futech-622	274	19	icc	icc	PROPN
futech-622	274	20	)	)	PUNCT
futech-622	274	21	was	be	AUX
futech-622	274	22	used	use	VERB
futech-622	274	23	to	to	PART
futech-622	274	24	confirm	confirm	VERB
futech-622	274	25	good	good	ADJ
futech-622	274	26	consistency	consistency	NOUN
futech-622	274	27	in	in	ADP
futech-622	274	28	numerical	numerical	ADJ
futech-622	274	29	scoring	scoring	NOUN
futech-622	274	30	between	between	ADP
futech-622	274	31	panel	panel	NOUN
futech-622	274	32	members	member	NOUN
futech-622	274	33	.	.	PUNCT
futech-622	275	1	correlation	correlation	NOUN
futech-622	275	2	analysis	analysis	NOUN
futech-622	275	3	was	be	AUX
futech-622	275	4	performed	perform	VERB
futech-622	275	5	to	to	PART
futech-622	275	6	examine	examine	VERB
futech-622	275	7	the	the	DET
futech-622	275	8	relationships	relationship	NOUN
futech-622	275	9	among	among	ADP
futech-622	275	10	evaluation	evaluation	NOUN
futech-622	275	11	metrics	metric	NOUN
futech-622	275	12	(	(	PUNCT
futech-622	275	13	table	table	NOUN
futech-622	275	14	4	4	NUM
futech-622	275	15	)	)	PUNCT
futech-622	275	16	.	.	PUNCT
futech-622	276	1	table	table	NOUN
futech-622	277	1	3	3	NUM
futech-622	277	2	.	.	PUNCT
futech-622	277	3	comparison	comparison	NOUN
futech-622	277	4	of	of	ADP
futech-622	277	5	cai	cai	PROPN
futech-622	277	6	vs.	vs.	ADP
futech-622	277	7	traditional	traditional	ADJ
futech-622	277	8	methods	method	NOUN
futech-622	277	9	concept	concept	VERB
futech-622	277	10	novelty	novelty	NOUN
futech-622	277	11	feasibility	feasibility	NOUN
futech-622	277	12	usability	usability	NOUN
futech-622	277	13	modular	modular	ADJ
futech-622	277	14	sensor	sensor	NOUN
futech-622	277	15	core	core	NOUN
futech-622	277	16	9.1	9.1	NUM
futech-622	277	17	7.8	7.8	NUM
futech-622	277	18	8.5	8.5	NUM
futech-622	277	19	stretchable	stretchable	ADJ
futech-622	277	20	strap	strap	NOUN
futech-622	277	21	8.6	8.6	NUM
futech-622	277	22	8.5	8.5	NUM
futech-622	277	23	9.0	9.0	NUM
futech-622	277	24	motion	motion	NOUN
futech-622	277	25	-	-	PUNCT
futech-622	277	26	adaptive	adaptive	ADJ
futech-622	277	27	ui	ui	NOUN
futech-622	277	28	8.3	8.3	NUM
futech-622	277	29	8.2	8.2	NUM
futech-622	277	30	8.6	8.6	NUM
futech-622	277	31	thermal	thermal	ADJ
futech-622	277	32	energy	energy	NOUN
futech-622	277	33	charging	charge	VERB
futech-622	277	34	7.9	7.9	NUM
futech-622	277	35	7.5	7.5	NUM
futech-622	277	36	7.8	7.8	NUM
futech-622	277	37	dual	dual	ADJ
futech-622	277	38	app	app	NOUN
futech-622	277	39	integration	integration	NOUN
futech-622	277	40	8.0	8.0	NUM
futech-622	277	41	7.9	7.9	NUM
futech-622	277	42	8.2	8.2	NUM
futech-622	277	43	skin	skin	NOUN
futech-622	277	44	-	-	PUNCT
futech-622	277	45	friendly	friendly	ADJ
futech-622	277	46	coating	coating	NOUN
futech-622	277	47	7.7	7.7	NUM
futech-622	277	48	8.4	8.4	NUM
futech-622	277	49	8.9	8.9	NUM
futech-622	277	50	evaluation	evaluation	NOUN
futech-622	277	51	metric	metric	ADJ
futech-622	277	52	cai	cai	PROPN
futech-622	277	53	framework	framework	NOUN
futech-622	277	54	(	(	PUNCT
futech-622	277	55	simulated	simulated	ADJ
futech-622	277	56	)	)	PUNCT
futech-622	277	57	traditional	traditional	ADJ
futech-622	277	58	methods	method	NOUN
futech-622	277	59	(	(	PUNCT
futech-622	277	60	estimated	estimate	VERB
futech-622	277	61	)	)	PUNCT
futech-622	277	62	viable	viable	ADJ
futech-622	277	63	design	design	NOUN
futech-622	277	64	ideas	idea	NOUN
futech-622	277	65	generated	generate	VERB
futech-622	277	66	6.1	6.1	NUM
futech-622	277	67	3.4	3.4	NUM
futech-622	277	68	time	time	NOUN
futech-622	277	69	to	to	ADP
futech-622	277	70	first	first	ADJ
futech-622	277	71	concept	concept	NOUN
futech-622	277	72	(	(	PUNCT
futech-622	277	73	minutes	minute	NOUN
futech-622	277	74	)	)	PUNCT
futech-622	277	75	18	18	NUM
futech-622	277	76	31	31	NUM
futech-622	277	77	novelty	novelty	NOUN
futech-622	277	78	score	score	NOUN
futech-622	277	79	(	(	PUNCT
futech-622	277	80	out	out	ADP
futech-622	277	81	of	of	ADP
futech-622	277	82	10	10	NUM
futech-622	277	83	)	)	PUNCT
futech-622	277	84	8.2	8.2	NUM
futech-622	277	85	6.1	6.1	NUM
futech-622	277	86	feasibility	feasibility	NOUN
futech-622	277	87	score	score	NOUN
futech-622	277	88	(	(	PUNCT
futech-622	277	89	out	out	ADP
futech-622	277	90	of	of	ADP
futech-622	277	91	10	10	NUM
futech-622	277	92	)	)	PUNCT
futech-622	277	93	7.9	7.9	NUM
futech-622	277	94	6.4	6.4	NUM
futech-622	277	95	user	user	NOUN
futech-622	277	96	satisfaction	satisfaction	NOUN
futech-622	277	97	(	(	PUNCT
futech-622	277	98	5	5	NUM
futech-622	277	99	-	-	PUNCT
futech-622	277	100	point	point	NOUN
futech-622	277	101	likert	likert	NOUN
futech-622	277	102	)	)	PUNCT
futech-622	277	103	4.3	4.3	NUM
futech-622	277	104	3.2	3.2	NUM
futech-622	277	105	smk	smk	NOUN
futech-622	277	106	.	.	PUNCT
futech-622	278	1	ganesh	ganesh	PROPN
futech-622	278	2	et	et	PROPN
futech-622	278	3	al	al	PROPN
futech-622	278	4	.	.	PROPN
futech-622	278	5	/future	/future	PUNCT
futech-622	278	6	technology	technology	PROPN
futech-622	278	7	february	february	PROPN
futech-622	278	8	2026|	2026|	NUM
futech-622	278	9	volume	volume	NOUN
futech-622	278	10	05	05	NUM
futech-622	279	1	|	|	ADV
futech-622	279	2	issue	issue	NOUN
futech-622	279	3	01	01	NUM
futech-622	280	1	|	|	ADV
futech-622	280	2	pages	page	NOUN
futech-622	280	3	278	278	NUM
futech-622	280	4	-	-	SYM
futech-622	280	5	289	289	NUM
futech-622	280	6	286	286	NUM
futech-622	280	7	figure	figure	NOUN
futech-622	280	8	4	4	NUM
futech-622	280	9	.	.	PUNCT
futech-622	280	10	ideation	ideation	NOUN
futech-622	280	11	time	time	NOUN
futech-622	280	12	across	across	ADP
futech-622	280	13	concepts	concept	NOUN
futech-622	280	14	table	table	VERB
futech-622	280	15	4	4	NUM
futech-622	280	16	.	.	PUNCT
futech-622	280	17	correlation	correlation	NOUN
futech-622	280	18	between	between	ADP
futech-622	280	19	evaluation	evaluation	NOUN
futech-622	280	20	metrics	metric	NOUN
futech-622	280	21	these	these	DET
futech-622	280	22	correlations	correlation	NOUN
futech-622	280	23	indicate	indicate	VERB
futech-622	280	24	that	that	SCONJ
futech-622	280	25	the	the	DET
futech-622	280	26	concepts	concept	NOUN
futech-622	280	27	rated	rate	VERB
futech-622	280	28	highly	highly	ADV
futech-622	280	29	for	for	ADP
futech-622	280	30	usability	usability	NOUN
futech-622	280	31	tended	tend	VERB
futech-622	280	32	to	to	PART
futech-622	280	33	be	be	AUX
futech-622	280	34	rated	rate	VERB
futech-622	280	35	as	as	ADP
futech-622	280	36	feasible	feasible	ADJ
futech-622	280	37	,	,	PUNCT
futech-622	280	38	and	and	CCONJ
futech-622	280	39	that	that	DET
futech-622	280	40	novelty	novelty	NOUN
futech-622	280	41	correlated	correlate	VERB
futech-622	280	42	moderately	moderately	ADV
futech-622	280	43	with	with	ADP
futech-622	280	44	both	both	CCONJ
futech-622	280	45	feasibility	feasibility	NOUN
futech-622	280	46	and	and	CCONJ
futech-622	280	47	usability	usability	NOUN
futech-622	280	48	.	.	PUNCT
futech-622	281	1	independent	independent	ADJ
futech-622	281	2	-	-	PUNCT
futech-622	281	3	samples	sample	NOUN
futech-622	281	4	t	t	NOUN
futech-622	281	5	-	-	PUNCT
futech-622	281	6	tests	test	NOUN
futech-622	281	7	(	(	PUNCT
futech-622	281	8	or	or	CCONJ
futech-622	281	9	wilcoxon	wilcoxon	ADJ
futech-622	281	10	tests	test	NOUN
futech-622	281	11	in	in	ADP
futech-622	281	12	case	case	NOUN
futech-622	281	13	of	of	ADP
futech-622	281	14	non	non	ADJ
futech-622	281	15	-	-	ADJ
futech-622	281	16	normality	normality	ADJ
futech-622	281	17	)	)	PUNCT
futech-622	281	18	confirmed	confirm	VERB
futech-622	281	19	statistically	statistically	ADV
futech-622	281	20	significant	significant	ADJ
futech-622	281	21	differences	difference	NOUN
futech-622	281	22	between	between	ADP
futech-622	281	23	the	the	DET
futech-622	281	24	cai	cai	NOUN
futech-622	281	25	and	and	CCONJ
futech-622	281	26	traditional	traditional	ADJ
futech-622	281	27	groups	group	NOUN
futech-622	281	28	on	on	ADP
futech-622	281	29	the	the	DET
futech-622	281	30	novelty	novelty	NOUN
futech-622	281	31	,	,	PUNCT
futech-622	281	32	feasibility	feasibility	NOUN
futech-622	281	33	,	,	PUNCT
futech-622	281	34	and	and	CCONJ
futech-622	281	35	time	time	NOUN
futech-622	281	36	-	-	PUNCT
futech-622	281	37	to	to	ADP
futech-622	281	38	-	-	PUNCT
futech-622	281	39	first	first	ADJ
futech-622	281	40	-	-	PUNCT
futech-622	281	41	concept	concept	NOUN
futech-622	281	42	metrics	metric	NOUN
futech-622	281	43	.	.	PUNCT
futech-622	282	1	effect	effect	NOUN
futech-622	282	2	size	size	NOUN
futech-622	282	3	calculations	calculation	NOUN
futech-622	282	4	also	also	ADV
futech-622	282	5	showed	show	VERB
futech-622	282	6	that	that	SCONJ
futech-622	282	7	the	the	DET
futech-622	282	8	cai	cai	PROPN
futech-622	282	9	framework	framework	NOUN
futech-622	282	10	led	lead	VERB
futech-622	282	11	to	to	ADP
futech-622	282	12	a	a	DET
futech-622	282	13	meaningful	meaningful	ADJ
futech-622	282	14	improvement	improvement	NOUN
futech-622	282	15	in	in	ADP
futech-622	282	16	ideation	ideation	NOUN
futech-622	282	17	performance	performance	NOUN
futech-622	282	18	.	.	PUNCT
futech-622	283	1	the	the	DET
futech-622	283	2	heatmap	heatmap	NOUN
futech-622	283	3	in	in	ADP
futech-622	283	4	figure	figure	NOUN
futech-622	283	5	5	5	NUM
futech-622	283	6	shows	show	VERB
futech-622	283	7	the	the	DET
futech-622	283	8	strength	strength	NOUN
futech-622	283	9	of	of	ADP
futech-622	283	10	relationships	relationship	NOUN
futech-622	283	11	among	among	ADP
futech-622	283	12	the	the	DET
futech-622	283	13	evaluation	evaluation	NOUN
futech-622	283	14	metrics	metric	NOUN
futech-622	283	15	,	,	PUNCT
futech-622	283	16	with	with	ADP
futech-622	283	17	feasibility	feasibility	NOUN
futech-622	283	18	and	and	CCONJ
futech-622	283	19	usability	usability	NOUN
futech-622	283	20	showing	show	VERB
futech-622	283	21	the	the	DET
futech-622	283	22	strongest	strong	ADJ
futech-622	283	23	correlation	correlation	NOUN
futech-622	283	24	,	,	PUNCT
futech-622	283	25	indicating	indicate	VERB
futech-622	283	26	that	that	SCONJ
futech-622	283	27	highly	highly	ADV
futech-622	283	28	feasible	feasible	ADJ
futech-622	283	29	ideas	idea	NOUN
futech-622	283	30	were	be	AUX
futech-622	283	31	also	also	ADV
futech-622	283	32	perceived	perceive	VERB
futech-622	283	33	as	as	ADP
futech-622	283	34	highly	highly	ADV
futech-622	283	35	usable	usable	ADJ
futech-622	283	36	.	.	PUNCT
futech-622	284	1	6	6	X
futech-622	284	2	.	.	X
futech-622	284	3	discussion	discussion	NOUN
futech-622	284	4	the	the	DET
futech-622	284	5	proposed	propose	VERB
futech-622	284	6	cai	cai	PROPN
futech-622	284	7	framework	framework	NOUN
futech-622	284	8	demonstrated	demonstrate	VERB
futech-622	284	9	clear	clear	ADJ
futech-622	284	10	benefits	benefit	NOUN
futech-622	284	11	over	over	ADP
futech-622	284	12	traditional	traditional	ADJ
futech-622	284	13	ideation	ideation	NOUN
futech-622	284	14	and	and	CCONJ
futech-622	284	15	decision	decision	NOUN
futech-622	284	16	-	-	PUNCT
futech-622	284	17	support	support	NOUN
futech-622	284	18	approaches	approach	NOUN
futech-622	284	19	by	by	ADP
futech-622	284	20	combining	combine	VERB
futech-622	284	21	text	text	NOUN
futech-622	284	22	mining	mining	NOUN
futech-622	284	23	,	,	PUNCT
futech-622	284	24	ontology	ontology	NOUN
futech-622	284	25	-	-	PUNCT
futech-622	284	26	based	base	VERB
futech-622	284	27	reasoning	reasoning	NOUN
futech-622	284	28	,	,	PUNCT
futech-622	284	29	and	and	CCONJ
futech-622	284	30	triz	triz	PROPN
futech-622	284	31	-	-	PUNCT
futech-622	284	32	based	base	VERB
futech-622	284	33	contradiction	contradiction	NOUN
futech-622	284	34	analysis	analysis	NOUN
futech-622	284	35	within	within	ADP
futech-622	284	36	a	a	DET
futech-622	284	37	unified	unified	ADJ
futech-622	284	38	innovation	innovation	NOUN
futech-622	284	39	pipeline	pipeline	NOUN
futech-622	284	40	.	.	PUNCT
futech-622	285	1	one	one	NUM
futech-622	285	2	of	of	ADP
futech-622	285	3	the	the	DET
futech-622	285	4	most	most	ADV
futech-622	285	5	significant	significant	ADJ
futech-622	285	6	was	be	AUX
futech-622	285	7	the	the	DET
futech-622	285	8	increase	increase	NOUN
futech-622	285	9	in	in	ADP
futech-622	285	10	ideation	ideation	NOUN
futech-622	285	11	efficiency	efficiency	NOUN
futech-622	285	12	.	.	PUNCT
futech-622	286	1	as	as	SCONJ
futech-622	286	2	shown	show	VERB
futech-622	286	3	in	in	ADP
futech-622	286	4	figure	figure	NOUN
futech-622	286	5	4	4	NUM
futech-622	286	6	,	,	PUNCT
futech-622	286	7	the	the	DET
futech-622	286	8	system	system	NOUN
futech-622	286	9	produced	produce	VERB
futech-622	286	10	all	all	DET
futech-622	286	11	six	six	NUM
futech-622	286	12	design	design	NOUN
futech-622	286	13	concepts	concept	NOUN
futech-622	286	14	in	in	ADP
futech-622	286	15	less	less	ADJ
futech-622	286	16	than	than	ADP
futech-622	286	17	20	20	NUM
futech-622	286	18	minutes	minute	NOUN
futech-622	286	19	,	,	PUNCT
futech-622	286	20	with	with	ADP
futech-622	286	21	an	an	DET
futech-622	286	22	average	average	ADJ
futech-622	286	23	ideation	ideation	NOUN
futech-622	286	24	time	time	NOUN
futech-622	286	25	of	of	ADP
futech-622	286	26	18	18	NUM
futech-622	286	27	minutes	minute	NOUN
futech-622	286	28	.	.	PUNCT
futech-622	287	1	this	this	DET
futech-622	287	2	efficiency	efficiency	NOUN
futech-622	287	3	is	be	AUX
futech-622	287	4	much	much	ADV
futech-622	287	5	higher	high	ADJ
futech-622	287	6	than	than	ADP
futech-622	287	7	that	that	PRON
futech-622	287	8	of	of	ADP
futech-622	287	9	typical	typical	ADJ
futech-622	287	10	brainstorming	brainstorming	NOUN
futech-622	287	11	workshops	workshop	NOUN
futech-622	287	12	or	or	CCONJ
futech-622	287	13	qfd	qfd	NOUN
futech-622	287	14	sessions	session	NOUN
futech-622	287	15	,	,	PUNCT
futech-622	287	16	which	which	PRON
futech-622	287	17	typically	typically	ADV
futech-622	287	18	require	require	VERB
futech-622	287	19	several	several	ADJ
futech-622	287	20	hours	hour	NOUN
futech-622	287	21	of	of	ADP
futech-622	287	22	manual	manual	ADJ
futech-622	287	23	deliberation	deliberation	NOUN
futech-622	287	24	,	,	PUNCT
futech-622	287	25	subjective	subjective	ADJ
futech-622	287	26	prioritization	prioritization	NOUN
futech-622	287	27	,	,	PUNCT
futech-622	287	28	and	and	CCONJ
futech-622	287	29	iterative	iterative	NOUN
futech-622	287	30	refinement	refinement	NOUN
futech-622	287	31	.	.	PUNCT
futech-622	288	1	beyond	beyond	ADP
futech-622	288	2	efficiency	efficiency	NOUN
futech-622	288	3	,	,	PUNCT
futech-622	288	4	the	the	DET
futech-622	288	5	system	system	NOUN
futech-622	288	6	demonstrated	demonstrate	VERB
futech-622	288	7	strong	strong	ADJ
futech-622	288	8	performance	performance	NOUN
futech-622	288	9	in	in	ADP
futech-622	288	10	the	the	DET
futech-622	288	11	quality	quality	NOUN
futech-622	288	12	of	of	ADP
futech-622	288	13	the	the	DET
futech-622	288	14	design	design	NOUN
futech-622	288	15	concepts	concept	NOUN
futech-622	288	16	it	it	PRON
futech-622	288	17	generates	generate	VERB
futech-622	288	18	,	,	PUNCT
futech-622	288	19	with	with	ADP
futech-622	288	20	high	high	ADJ
futech-622	288	21	novelty	novelty	NOUN
futech-622	288	22	,	,	PUNCT
futech-622	288	23	feasibility	feasibility	NOUN
futech-622	288	24	,	,	PUNCT
futech-622	288	25	and	and	CCONJ
futech-622	288	26	usability	usability	NOUN
futech-622	288	27	.	.	PUNCT
futech-622	289	1	table	table	NOUN
futech-622	289	2	2	2	NUM
futech-622	289	3	presents	present	VERB
futech-622	289	4	an	an	DET
futech-622	289	5	overview	overview	NOUN
futech-622	289	6	of	of	ADP
futech-622	289	7	these	these	DET
futech-622	289	8	results	result	NOUN
futech-622	289	9	,	,	PUNCT
futech-622	289	10	whereas	whereas	SCONJ
futech-622	289	11	figure	figure	VERB
futech-622	289	12	3	3	NUM
futech-622	289	13	presents	present	VERB
futech-622	289	14	a	a	DET
futech-622	289	15	feasibility	feasibility	NOUN
futech-622	289	16	-	-	PUNCT
futech-622	289	17	usability	usability	NOUN
futech-622	289	18	quadrant	quadrant	NOUN
futech-622	289	19	visualization	visualization	NOUN
futech-622	289	20	.	.	PUNCT
futech-622	290	1	the	the	DET
futech-622	290	2	concepts	concept	NOUN
futech-622	290	3	"	"	PUNCT
futech-622	290	4	stretchable	stretchable	ADJ
futech-622	290	5	strap	strap	NOUN
futech-622	290	6	"	"	PUNCT
futech-622	290	7	and	and	CCONJ
futech-622	290	8	"	"	PUNCT
futech-622	290	9	skinfriendly	skinfriendly	ADV
futech-622	290	10	coating	coating	NOUN
futech-622	290	11	"	"	PUNCT
futech-622	290	12	fall	fall	NOUN
futech-622	290	13	in	in	ADP
futech-622	290	14	the	the	DET
futech-622	290	15	upper	upper	ADJ
futech-622	290	16	-	-	PUNCT
futech-622	290	17	right	right	ADJ
futech-622	290	18	quadrant	quadrant	NOUN
futech-622	290	19	of	of	ADP
futech-622	290	20	figure	figure	NOUN
futech-622	290	21	3	3	NUM
futech-622	290	22	,	,	PUNCT
futech-622	290	23	indicating	indicate	VERB
futech-622	290	24	good	good	ADJ
futech-622	290	25	,	,	PUNCT
futech-622	290	26	balanced	balanced	ADJ
futech-622	290	27	performance	performance	NOUN
futech-622	290	28	across	across	ADP
futech-622	290	29	both	both	DET
futech-622	290	30	evaluation	evaluation	NOUN
futech-622	290	31	dimensions	dimension	NOUN
futech-622	290	32	.	.	PUNCT
futech-622	291	1	this	this	DET
futech-622	291	2	outcome	outcome	NOUN
futech-622	291	3	reflects	reflect	VERB
futech-622	291	4	the	the	DET
futech-622	291	5	system	system	NOUN
futech-622	291	6	's	's	PART
futech-622	291	7	semantic	semantic	ADJ
futech-622	291	8	extraction	extraction	NOUN
futech-622	291	9	efficiency	efficiency	NOUN
futech-622	291	10	and	and	CCONJ
futech-622	291	11	the	the	DET
futech-622	291	12	structured	structured	ADJ
futech-622	291	13	triz	triz	PROPN
futech-622	291	14	-	-	PUNCT
futech-622	291	15	based	base	VERB
futech-622	291	16	reasoning	reasoning	NOUN
futech-622	291	17	involved	involve	VERB
futech-622	291	18	in	in	ADP
futech-622	291	19	the	the	DET
futech-622	291	20	concept	concept	NOUN
futech-622	291	21	synthesis	synthesis	NOUN
futech-622	291	22	.	.	PUNCT
futech-622	292	1	the	the	DET
futech-622	292	2	framework	framework	NOUN
futech-622	292	3	also	also	ADV
futech-622	292	4	improved	improve	VERB
futech-622	292	5	the	the	DET
futech-622	292	6	traceability	traceability	NOUN
futech-622	292	7	and	and	CCONJ
futech-622	292	8	interpretability	interpretability	NOUN
futech-622	292	9	of	of	ADP
futech-622	292	10	the	the	DET
futech-622	292	11	design	design	NOUN
futech-622	292	12	process	process	NOUN
futech-622	292	13	.	.	PUNCT
futech-622	293	1	figure	figure	NOUN
futech-622	293	2	5	5	NUM
futech-622	293	3	.	.	PUNCT
futech-622	293	4	correlation	correlation	NOUN
futech-622	293	5	heatmap	heatmap	NOUN
futech-622	293	6	between	between	ADP
futech-622	293	7	evaluation	evaluation	NOUN
futech-622	293	8	metrics	metric	NOUN
futech-622	293	9	unlike	unlike	ADP
futech-622	293	10	the	the	DET
futech-622	293	11	traditional	traditional	ADJ
futech-622	293	12	qfd	qfd	NOUN
futech-622	293	13	approaches	approach	NOUN
futech-622	293	14	in	in	ADP
futech-622	293	15	which	which	PRON
futech-622	293	16	the	the	DET
futech-622	293	17	user	user	NOUN
futech-622	293	18	requirements	requirement	NOUN
futech-622	293	19	are	be	AUX
futech-622	293	20	fixed	fix	VERB
futech-622	293	21	early	early	ADV
futech-622	293	22	on	on	ADV
futech-622	293	23	,	,	PUNCT
futech-622	293	24	and	and	CCONJ
futech-622	293	25	subjective	subjective	ADJ
futech-622	293	26	weighting	weighting	NOUN
futech-622	293	27	is	be	AUX
futech-622	293	28	inevitable	inevitable	ADJ
futech-622	293	29	,	,	PUNCT
futech-622	293	30	this	this	DET
futech-622	293	31	cai	cai	PROPN
futech-622	293	32	system	system	NOUN
futech-622	293	33	continuously	continuously	ADV
futech-622	293	34	extracts	extract	VERB
futech-622	293	35	the	the	DET
futech-622	293	36	realworld	realworld	PROPN
futech-622	293	37	user	user	PROPN
futech-622	293	38	needs	need	VERB
futech-622	293	39	in	in	ADP
futech-622	293	40	an	an	DET
futech-622	293	41	unstructured	unstructured	ADJ
futech-622	293	42	textual	textual	ADJ
futech-622	293	43	source	source	NOUN
futech-622	293	44	such	such	ADJ
futech-622	293	45	as	as	ADP
futech-622	293	46	a	a	DET
futech-622	293	47	review	review	NOUN
futech-622	293	48	,	,	PUNCT
futech-622	293	49	patent	patent	NOUN
futech-622	293	50	document	document	NOUN
futech-622	293	51	,	,	PUNCT
futech-622	293	52	and	and	CCONJ
futech-622	293	53	blog	blog	NOUN
futech-622	293	54	.	.	PUNCT
futech-622	294	1	this	this	DET
futech-622	294	2	dynamic	dynamic	ADJ
futech-622	294	3	extraction	extraction	NOUN
futech-622	294	4	is	be	AUX
futech-622	294	5	enabling	enable	VERB
futech-622	294	6	designers	designer	NOUN
futech-622	294	7	to	to	ADP
futech-622	294	8	more	more	ADV
futech-622	294	9	objectively	objectively	ADV
futech-622	294	10	and	and	CCONJ
futech-622	294	11	at	at	ADP
futech-622	294	12	scale	scale	NOUN
futech-622	294	13	detect	detect	NOUN
futech-622	294	14	latent	latent	NOUN
futech-622	294	15	requirements	requirement	NOUN
futech-622	294	16	,	,	PUNCT
futech-622	294	17	recurring	recur	VERB
futech-622	294	18	pain	pain	NOUN
futech-622	294	19	points	point	NOUN
futech-622	294	20	and	and	CCONJ
futech-622	294	21	changing	change	VERB
futech-622	294	22	contextual	contextual	ADJ
futech-622	294	23	expectations	expectation	NOUN
futech-622	294	24	.	.	PUNCT
futech-622	295	1	the	the	DET
futech-622	295	2	approach	approach	NOUN
futech-622	295	3	is	be	AUX
futech-622	295	4	in	in	ADP
futech-622	295	5	line	line	NOUN
futech-622	295	6	with	with	ADP
futech-622	295	7	the	the	DET
futech-622	295	8	overall	overall	ADJ
futech-622	295	9	movement	movement	NOUN
futech-622	295	10	towards	towards	ADP
futech-622	295	11	text	text	NOUN
futech-622	295	12	-	-	PUNCT
futech-622	295	13	driven	drive	VERB
futech-622	295	14	product	product	NOUN
futech-622	295	15	intelligence	intelligence	NOUN
futech-622	295	16	and	and	CCONJ
futech-622	295	17	grounded	ground	VERB
futech-622	295	18	design	design	NOUN
futech-622	295	19	recommendations	recommendation	NOUN
futech-622	295	20	.	.	PUNCT
futech-622	296	1	a	a	DET
futech-622	296	2	major	major	ADJ
futech-622	296	3	strength	strength	NOUN
futech-622	296	4	of	of	ADP
futech-622	296	5	the	the	DET
futech-622	296	6	framework	framework	NOUN
futech-622	296	7	is	be	AUX
futech-622	296	8	the	the	DET
futech-622	296	9	ontology	ontology	NOUN
futech-622	296	10	-	-	PUNCT
futech-622	296	11	based	base	VERB
futech-622	296	12	knowledge	knowledge	NOUN
futech-622	296	13	repository	repository	NOUN
futech-622	296	14	,	,	PUNCT
futech-622	296	15	which	which	PRON
futech-622	296	16	organizes	organize	VERB
futech-622	296	17	design	design	NOUN
futech-622	296	18	knowledge	knowledge	NOUN
futech-622	296	19	into	into	ADP
futech-622	296	20	structured	structured	ADJ
futech-622	296	21	entities	entity	NOUN
futech-622	296	22	to	to	PART
futech-622	296	23	represent	represent	VERB
futech-622	296	24	features	feature	NOUN
futech-622	296	25	,	,	PUNCT
futech-622	296	26	relationships	relationship	NOUN
futech-622	296	27	,	,	PUNCT
futech-622	296	28	contradictions	contradiction	NOUN
futech-622	296	29	,	,	PUNCT
futech-622	296	30	and	and	CCONJ
futech-622	296	31	triz	triz	PROPN
futech-622	296	32	parameters	parameter	NOUN
futech-622	296	33	.	.	PUNCT
futech-622	297	1	the	the	DET
futech-622	297	2	visual	visual	ADJ
futech-622	297	3	effect	effect	NOUN
futech-622	297	4	of	of	ADP
futech-622	297	5	triz	triz	PROPN
futech-622	297	6	inventive	inventive	ADJ
futech-622	297	7	principles	principle	NOUN
futech-622	297	8	on	on	ADP
futech-622	297	9	concept	concept	NOUN
futech-622	297	10	performance	performance	NOUN
futech-622	297	11	is	be	AUX
futech-622	297	12	illustrated	illustrate	VERB
futech-622	297	13	in	in	ADP
futech-622	297	14	figure	figure	NOUN
futech-622	297	15	2	2	NUM
futech-622	297	16	,	,	PUNCT
futech-622	297	17	which	which	PRON
futech-622	297	18	shows	show	VERB
futech-622	297	19	that	that	SCONJ
futech-622	297	20	some	some	DET
futech-622	297	21	principles	principle	NOUN
futech-622	297	22	,	,	PUNCT
futech-622	297	23	such	such	ADJ
futech-622	297	24	as	as	ADP
futech-622	297	25	flexible	flexible	ADJ
futech-622	297	26	shells	shell	NOUN
futech-622	297	27	,	,	PUNCT
futech-622	297	28	composite	composite	ADJ
futech-622	297	29	material	material	NOUN
futech-622	297	30	,	,	PUNCT
futech-622	297	31	and	and	CCONJ
futech-622	297	32	dynamization	dynamization	NOUN
futech-622	297	33	,	,	PUNCT
futech-622	297	34	have	have	VERB
futech-622	297	35	the	the	DET
futech-622	297	36	highest	high	ADJ
futech-622	297	37	influence	influence	NOUN
futech-622	297	38	scores	score	NOUN
futech-622	297	39	across	across	ADP
futech-622	297	40	the	the	DET
futech-622	297	41	six	six	NUM
futech-622	297	42	concepts	concept	NOUN
futech-622	297	43	that	that	PRON
futech-622	297	44	were	be	AUX
futech-622	297	45	evaluated	evaluate	VERB
futech-622	297	46	.	.	PUNCT
futech-622	298	1	this	this	DET
futech-622	298	2	mapping	mapping	NOUN
futech-622	298	3	shows	show	VERB
futech-622	298	4	that	that	SCONJ
futech-622	298	5	the	the	DET
futech-622	298	6	contradiction	contradiction	NOUN
futech-622	298	7	identification	identification	NOUN
futech-622	298	8	module	module	NOUN
futech-622	298	9	captured	capture	VERB
futech-622	298	10	meaningful	meaningful	ADJ
futech-622	298	11	conflicts	conflict	NOUN
futech-622	298	12	and	and	CCONJ
futech-622	298	13	matched	match	VERB
futech-622	298	14	them	they	PRON
futech-622	298	15	with	with	ADP
futech-622	298	16	suitable	suitable	ADJ
futech-622	298	17	inventive	inventive	ADJ
futech-622	298	18	strategies	strategy	NOUN
futech-622	298	19	.	.	PUNCT
futech-622	299	1	further	further	ADJ
futech-622	299	2	analytical	analytical	ADJ
futech-622	299	3	insights	insight	NOUN
futech-622	299	4	emerged	emerge	VERB
futech-622	299	5	from	from	ADP
futech-622	299	6	the	the	DET
futech-622	299	7	relationships	relationship	NOUN
futech-622	299	8	among	among	ADP
futech-622	299	9	the	the	DET
futech-622	299	10	evaluation	evaluation	NOUN
futech-622	299	11	metrics	metric	NOUN
futech-622	299	12	.	.	PUNCT
futech-622	300	1	figure	figure	NOUN
futech-622	300	2	5	5	NUM
futech-622	300	3	shows	show	VERB
futech-622	300	4	the	the	DET
futech-622	300	5	correlations	correlation	NOUN
futech-622	300	6	between	between	ADP
futech-622	300	7	the	the	DET
futech-622	300	8	novel	novel	NOUN
futech-622	300	9	,	,	PUNCT
futech-622	300	10	feasible	feasible	ADJ
futech-622	300	11	,	,	PUNCT
futech-622	300	12	and	and	CCONJ
futech-622	300	13	usable	usable	ADJ
futech-622	300	14	.	.	PUNCT
futech-622	301	1	the	the	DET
futech-622	301	2	highest	high	ADJ
futech-622	301	3	correlation	correlation	NOUN
futech-622	301	4	was	be	AUX
futech-622	301	5	found	find	VERB
futech-622	301	6	between	between	ADP
futech-622	301	7	feasibility	feasibility	NOUN
futech-622	301	8	and	and	CCONJ
futech-622	301	9	usability	usability	NOUN
futech-622	301	10	,	,	PUNCT
futech-622	301	11	on	on	ADP
futech-622	301	12	the	the	DET
futech-622	301	13	one	one	NUM
futech-622	301	14	hand	hand	NOUN
futech-622	301	15	,	,	PUNCT
futech-622	301	16	indicating	indicate	VERB
futech-622	301	17	that	that	SCONJ
futech-622	301	18	design	design	NOUN
futech-622	301	19	ideas	idea	NOUN
futech-622	301	20	perceived	perceive	VERB
futech-622	301	21	as	as	ADP
futech-622	301	22	technically	technically	ADV
futech-622	301	23	feasible	feasible	ADJ
futech-622	301	24	were	be	AUX
futech-622	301	25	also	also	ADV
futech-622	301	26	perceived	perceive	VERB
futech-622	301	27	as	as	ADP
futech-622	301	28	easy	easy	ADJ
futech-622	301	29	to	to	PART
futech-622	301	30	implement	implement	VERB
futech-622	301	31	or	or	CCONJ
futech-622	301	32	integrate	integrate	VERB
futech-622	301	33	.	.	PUNCT
futech-622	302	1	novelty	novelty	NOUN
futech-622	302	2	correlated	correlate	VERB
futech-622	302	3	moderately	moderately	ADV
futech-622	302	4	with	with	ADP
futech-622	302	5	usability	usability	NOUN
futech-622	302	6	and	and	CCONJ
futech-622	302	7	less	less	ADV
futech-622	302	8	so	so	ADV
futech-622	302	9	with	with	ADP
futech-622	302	10	feasibility	feasibility	NOUN
futech-622	302	11	,	,	PUNCT
futech-622	302	12	suggesting	suggest	VERB
futech-622	302	13	that	that	SCONJ
futech-622	302	14	coming	come	VERB
futech-622	302	15	up	up	ADP
futech-622	302	16	with	with	ADP
futech-622	302	17	highly	highly	ADV
futech-622	302	18	creative	creative	ADJ
futech-622	302	19	concepts	concept	NOUN
futech-622	302	20	may	may	AUX
futech-622	302	21	still	still	ADV
futech-622	302	22	result	result	VERB
futech-622	302	23	in	in	ADP
futech-622	302	24	some	some	DET
futech-622	302	25	trade	trade	NOUN
futech-622	302	26	-	-	PUNCT
futech-622	302	27	offs	off	NOUN
futech-622	302	28	in	in	ADP
futech-622	302	29	terms	term	NOUN
futech-622	302	30	of	of	ADP
futech-622	302	31	technical	technical	ADJ
futech-622	302	32	feasibility	feasibility	NOUN
futech-622	302	33	an	an	DET
futech-622	302	34	expected	expect	VERB
futech-622	302	35	pattern	pattern	NOUN
futech-622	302	36	in	in	ADP
futech-622	302	37	early	early	ADJ
futech-622	302	38	-	-	PUNCT
futech-622	302	39	stage	stage	NOUN
futech-622	302	40	innovation	innovation	NOUN
futech-622	302	41	.	.	PUNCT
futech-622	303	1	despite	despite	SCONJ
futech-622	303	2	these	these	DET
futech-622	303	3	strengths	strength	NOUN
futech-622	303	4	,	,	PUNCT
futech-622	303	5	there	there	PRON
futech-622	303	6	are	be	VERB
futech-622	303	7	still	still	ADV
futech-622	303	8	a	a	DET
futech-622	303	9	number	number	NOUN
futech-622	303	10	of	of	ADP
futech-622	303	11	challenges	challenge	NOUN
futech-622	303	12	.	.	PUNCT
futech-622	304	1	user	user	NOUN
futech-622	304	2	-	-	PUNCT
futech-622	304	3	generated	generate	VERB
futech-622	304	4	textual	textual	ADJ
futech-622	304	5	data	datum	NOUN
futech-622	304	6	is	be	AUX
futech-622	304	7	likely	likely	ADJ
futech-622	304	8	to	to	PART
futech-622	304	9	be	be	AUX
futech-622	304	10	ambiguous	ambiguous	ADJ
futech-622	304	11	,	,	PUNCT
futech-622	304	12	not	not	PART
futech-622	304	13	only	only	ADV
futech-622	304	14	because	because	SCONJ
futech-622	304	15	of	of	ADP
futech-622	304	16	domainspecific	domainspecific	ADJ
futech-622	304	17	terminology	terminology	NOUN
futech-622	304	18	but	but	CCONJ
futech-622	304	19	also	also	ADV
futech-622	304	20	because	because	SCONJ
futech-622	304	21	sentiment	sentiment	NOUN
futech-622	304	22	is	be	AUX
futech-622	304	23	not	not	PART
futech-622	304	24	always	always	ADV
futech-622	304	25	consistent	consistent	ADJ
futech-622	304	26	,	,	PUNCT
futech-622	304	27	making	make	VERB
futech-622	304	28	ner	ner	NOUN
futech-622	304	29	,	,	PUNCT
futech-622	304	30	topic	topic	NOUN
futech-622	304	31	modelling	modelling	NOUN
futech-622	304	32	,	,	PUNCT
futech-622	304	33	and	and	CCONJ
futech-622	304	34	sentiment	sentiment	NOUN
futech-622	304	35	analysis	analysis	NOUN
futech-622	304	36	less	less	ADV
futech-622	304	37	accurate	accurate	ADJ
futech-622	304	38	.	.	PUNCT
futech-622	305	1	ontology	ontology	NOUN
futech-622	305	2	scalability	scalability	NOUN
futech-622	305	3	is	be	AUX
futech-622	305	4	also	also	ADV
futech-622	305	5	an	an	DET
futech-622	305	6	issue	issue	NOUN
futech-622	305	7	as	as	SCONJ
futech-622	305	8	the	the	DET
futech-622	305	9	knowledge	knowledge	NOUN
futech-622	305	10	repository	repository	NOUN
futech-622	305	11	grows	grow	VERB
futech-622	305	12	;	;	PUNCT
futech-622	305	13	computational	computational	ADJ
futech-622	305	14	efficiency	efficiency	NOUN
futech-622	305	15	must	must	AUX
futech-622	305	16	be	be	AUX
futech-622	305	17	balanced	balance	VERB
futech-622	305	18	with	with	ADP
futech-622	305	19	expressive	expressive	ADJ
futech-622	305	20	depth	depth	NOUN
futech-622	305	21	,	,	PUNCT
futech-622	305	22	and	and	CCONJ
futech-622	305	23	thus	thus	ADV
futech-622	305	24	ontology	ontology	NOUN
futech-622	305	25	evolution	evolution	NOUN
futech-622	305	26	should	should	AUX
futech-622	305	27	be	be	AUX
futech-622	305	28	carefully	carefully	ADV
futech-622	305	29	planned	plan	VERB
futech-622	305	30	.	.	PUNCT
futech-622	306	1	these	these	DET
futech-622	306	2	limitations	limitation	NOUN
futech-622	306	3	are	be	AUX
futech-622	306	4	important	important	ADJ
futech-622	306	5	factors	factor	NOUN
futech-622	306	6	for	for	ADP
futech-622	306	7	the	the	DET
futech-622	306	8	future	future	ADJ
futech-622	306	9	development	development	NOUN
futech-622	306	10	of	of	ADP
futech-622	306	11	cai	cai	PROPN
futech-622	306	12	systems	system	NOUN
futech-622	306	13	.	.	PUNCT
futech-622	307	1	from	from	ADP
futech-622	307	2	an	an	DET
futech-622	307	3	applied	apply	VERB
futech-622	307	4	perspective	perspective	NOUN
futech-622	307	5	,	,	PUNCT
futech-622	307	6	the	the	DET
futech-622	307	7	framework	framework	NOUN
futech-622	307	8	offers	offer	VERB
futech-622	307	9	significant	significant	ADJ
futech-622	307	10	benefits	benefit	NOUN
futech-622	307	11	for	for	ADP
futech-622	307	12	a	a	DET
futech-622	307	13	range	range	NOUN
futech-622	307	14	of	of	ADP
futech-622	307	15	roles	role	NOUN
futech-622	307	16	in	in	ADP
futech-622	307	17	product	product	NOUN
futech-622	307	18	development	development	NOUN
futech-622	307	19	.	.	PUNCT
futech-622	308	1	designers	designer	NOUN
futech-622	308	2	benefit	benefit	VERB
futech-622	308	3	from	from	ADP
futech-622	308	4	a	a	DET
futech-622	308	5	faster	fast	ADJ
futech-622	308	6	,	,	PUNCT
futech-622	308	7	more	more	ADV
futech-622	308	8	effective	effective	ADJ
futech-622	308	9	route	route	NOUN
futech-622	308	10	to	to	ADP
futech-622	308	11	creative	creative	ADJ
futech-622	308	12	solutions	solution	NOUN
futech-622	308	13	.	.	PUNCT
futech-622	309	1	product	product	NOUN
futech-622	309	2	managers	manager	NOUN
futech-622	309	3	benefit	benefit	VERB
futech-622	309	4	from	from	ADP
futech-622	309	5	insights	insight	NOUN
futech-622	309	6	metric	metric	ADJ
futech-622	309	7	pair	pair	NOUN
futech-622	309	8	correlation	correlation	NOUN
futech-622	309	9	(	(	PUNCT
futech-622	309	10	r	r	NOUN
futech-622	309	11	)	)	PUNCT
futech-622	309	12	novelty	novelty	NOUN
futech-622	309	13	&	&	CCONJ
futech-622	309	14	feasibility	feasibility	NOUN
futech-622	309	15	0.64	0.64	NUM
futech-622	309	16	novelty	novelty	NOUN
futech-622	309	17	&	&	CCONJ
futech-622	309	18	usability	usability	NOUN
futech-622	309	19	0.59	0.59	NUM
futech-622	309	20	feasibility	feasibility	NOUN
futech-622	309	21	&	&	CCONJ
futech-622	309	22	usability	usability	NOUN
futech-622	309	23	0.72	0.72	NUM
futech-622	309	24	smk	smk	NOUN
futech-622	309	25	.	.	PUNCT
futech-622	310	1	ganesh	ganesh	PROPN
futech-622	310	2	et	et	PROPN
futech-622	310	3	al	al	PROPN
futech-622	310	4	.	.	PROPN
futech-622	310	5	/future	/future	PUNCT
futech-622	310	6	technology	technology	PROPN
futech-622	310	7	february	february	PROPN
futech-622	310	8	2026|	2026|	NUM
futech-622	310	9	volume	volume	NOUN
futech-622	310	10	05	05	NUM
futech-622	311	1	|	|	ADV
futech-622	311	2	issue	issue	NOUN
futech-622	311	3	01	01	NUM
futech-622	312	1	|	|	ADV
futech-622	312	2	pages	page	NOUN
futech-622	312	3	278	278	NUM
futech-622	312	4	-	-	SYM
futech-622	312	5	289	289	NUM
futech-622	312	6	287	287	NUM
futech-622	312	7	based	base	VERB
futech-622	312	8	on	on	ADP
futech-622	312	9	real	real	ADJ
futech-622	312	10	user	user	NOUN
futech-622	312	11	evidence	evidence	NOUN
futech-622	312	12	,	,	PUNCT
futech-622	312	13	rather	rather	ADV
futech-622	312	14	than	than	ADP
futech-622	312	15	subjective	subjective	ADJ
futech-622	312	16	interpretations	interpretation	NOUN
futech-622	312	17	of	of	ADP
futech-622	312	18	users	user	NOUN
futech-622	312	19	.	.	PUNCT
futech-622	313	1	innovation	innovation	NOUN
futech-622	313	2	leaders	leader	NOUN
futech-622	313	3	can	can	AUX
futech-622	313	4	use	use	VERB
futech-622	313	5	the	the	DET
futech-622	313	6	system	system	NOUN
futech-622	313	7	to	to	PART
futech-622	313	8	institutionalize	institutionalize	VERB
futech-622	313	9	creativity	creativity	NOUN
futech-622	313	10	,	,	PUNCT
futech-622	313	11	making	make	VERB
futech-622	313	12	idea	idea	NOUN
futech-622	313	13	generation	generation	NOUN
futech-622	313	14	more	more	ADV
futech-622	313	15	systematic	systematic	ADJ
futech-622	313	16	,	,	PUNCT
futech-622	313	17	repeatable	repeatable	ADJ
futech-622	313	18	,	,	PUNCT
futech-622	313	19	and	and	CCONJ
futech-622	313	20	knowledge	knowledge	NOUN
futech-622	313	21	-	-	PUNCT
futech-622	313	22	driven	drive	VERB
futech-622	313	23	.	.	PUNCT
futech-622	314	1	overall	overall	ADV
futech-622	314	2	,	,	PUNCT
futech-622	314	3	the	the	DET
futech-622	314	4	study	study	NOUN
futech-622	314	5	shows	show	VERB
futech-622	314	6	that	that	SCONJ
futech-622	314	7	combining	combine	VERB
futech-622	314	8	text	text	NOUN
futech-622	314	9	mining	mining	NOUN
futech-622	314	10	,	,	PUNCT
futech-622	314	11	triz	triz	NOUN
futech-622	314	12	-	-	PUNCT
futech-622	314	13	based	base	VERB
futech-622	314	14	reasoning	reasoning	NOUN
futech-622	314	15	,	,	PUNCT
futech-622	314	16	and	and	CCONJ
futech-622	314	17	ontology	ontology	NOUN
futech-622	314	18	-	-	PUNCT
futech-622	314	19	based	base	VERB
futech-622	314	20	knowledge	knowledge	NOUN
futech-622	314	21	structures	structure	NOUN
futech-622	314	22	within	within	ADP
futech-622	314	23	a	a	DET
futech-622	314	24	single	single	ADJ
futech-622	314	25	cai	cai	NOUN
futech-622	314	26	framework	framework	NOUN
futech-622	314	27	can	can	AUX
futech-622	314	28	greatly	greatly	ADV
futech-622	314	29	improve	improve	VERB
futech-622	314	30	the	the	DET
futech-622	314	31	speed	speed	NOUN
futech-622	314	32	,	,	PUNCT
futech-622	314	33	quality	quality	NOUN
futech-622	314	34	,	,	PUNCT
futech-622	314	35	and	and	CCONJ
futech-622	314	36	relevance	relevance	NOUN
futech-622	314	37	of	of	ADP
futech-622	314	38	design	design	NOUN
futech-622	314	39	ideation	ideation	NOUN
futech-622	314	40	.	.	PUNCT
futech-622	315	1	while	while	SCONJ
futech-622	315	2	further	further	ADJ
futech-622	315	3	work	work	NOUN
futech-622	315	4	is	be	AUX
futech-622	315	5	required	require	VERB
futech-622	315	6	,	,	PUNCT
futech-622	315	7	especially	especially	ADV
futech-622	315	8	for	for	ADP
futech-622	315	9	the	the	DET
futech-622	315	10	development	development	NOUN
futech-622	315	11	of	of	ADP
futech-622	315	12	semantic	semantic	ADJ
futech-622	315	13	extraction	extraction	NOUN
futech-622	315	14	,	,	PUNCT
futech-622	315	15	scaling	scale	VERB
futech-622	315	16	the	the	DET
futech-622	315	17	ontology	ontology	NOUN
futech-622	315	18	,	,	PUNCT
futech-622	315	19	and	and	CCONJ
futech-622	315	20	validating	validate	VERB
futech-622	315	21	the	the	DET
futech-622	315	22	framework	framework	NOUN
futech-622	315	23	across	across	ADP
futech-622	315	24	more	more	ADJ
futech-622	315	25	product	product	NOUN
futech-622	315	26	categories	category	NOUN
futech-622	315	27	,	,	PUNCT
futech-622	315	28	the	the	DET
futech-622	315	29	results	result	NOUN
futech-622	315	30	provide	provide	VERB
futech-622	315	31	a	a	DET
futech-622	315	32	clear	clear	ADJ
futech-622	315	33	case	case	NOUN
futech-622	315	34	for	for	ADP
futech-622	315	35	the	the	DET
futech-622	315	36	role	role	NOUN
futech-622	315	37	of	of	ADP
futech-622	315	38	hybrid	hybrid	ADJ
futech-622	315	39	ai	ai	NOUN
futech-622	315	40	-	-	PUNCT
futech-622	315	41	triz	triz	PROPN
futech-622	315	42	approaches	approach	NOUN
futech-622	315	43	in	in	ADP
futech-622	315	44	supporting	support	VERB
futech-622	315	45	systematic	systematic	ADJ
futech-622	315	46	innovation	innovation	NOUN
futech-622	315	47	.	.	PUNCT
futech-622	316	1	7	7	X
futech-622	316	2	.	.	NUM
futech-622	316	3	limitations	limitation	NOUN
futech-622	316	4	while	while	SCONJ
futech-622	316	5	the	the	DET
futech-622	316	6	proposed	propose	VERB
futech-622	316	7	cai	cai	PROPN
futech-622	316	8	framework	framework	PROPN
futech-622	316	9	shows	show	VERB
futech-622	316	10	great	great	ADJ
futech-622	316	11	potential	potential	NOUN
futech-622	316	12	to	to	PART
futech-622	316	13	boost	boost	VERB
futech-622	316	14	early	early	ADJ
futech-622	316	15	-	-	PUNCT
futech-622	316	16	stage	stage	NOUN
futech-622	316	17	product	product	NOUN
futech-622	316	18	innovation	innovation	NOUN
futech-622	316	19	at	at	ADP
futech-622	316	20	a	a	DET
futech-622	316	21	time	time	NOUN
futech-622	316	22	when	when	SCONJ
futech-622	316	23	this	this	PRON
futech-622	316	24	is	be	AUX
futech-622	316	25	most	most	ADV
futech-622	316	26	needed	need	VERB
futech-622	316	27	,	,	PUNCT
futech-622	316	28	there	there	PRON
futech-622	316	29	are	be	VERB
futech-622	316	30	some	some	DET
futech-622	316	31	limitations	limitation	NOUN
futech-622	316	32	to	to	PART
futech-622	316	33	be	be	AUX
futech-622	316	34	aware	aware	ADJ
futech-622	316	35	of	of	ADP
futech-622	316	36	.	.	PUNCT
futech-622	317	1	these	these	DET
futech-622	317	2	limitations	limitation	NOUN
futech-622	317	3	concern	concern	VERB
futech-622	317	4	the	the	DET
futech-622	317	5	quality	quality	NOUN
futech-622	317	6	of	of	ADP
futech-622	317	7	textual	textual	ADJ
futech-622	317	8	data	datum	NOUN
futech-622	317	9	,	,	PUNCT
futech-622	317	10	the	the	DET
futech-622	317	11	effectiveness	effectiveness	NOUN
futech-622	317	12	of	of	ADP
futech-622	317	13	natural	natural	ADJ
futech-622	317	14	language	language	NOUN
futech-622	317	15	processing	processing	NOUN
futech-622	317	16	techniques	technique	NOUN
futech-622	317	17	,	,	PUNCT
futech-622	317	18	the	the	DET
futech-622	317	19	complexity	complexity	NOUN
futech-622	317	20	of	of	ADP
futech-622	317	21	ontology	ontology	NOUN
futech-622	317	22	management	management	NOUN
futech-622	317	23	,	,	PUNCT
futech-622	317	24	and	and	CCONJ
futech-622	317	25	the	the	DET
futech-622	317	26	limitations	limitation	NOUN
futech-622	317	27	of	of	ADP
futech-622	317	28	the	the	DET
futech-622	317	29	evaluation	evaluation	NOUN
futech-622	317	30	in	in	ADP
futech-622	317	31	the	the	DET
futech-622	317	32	experiment	experiment	NOUN
futech-622	317	33	.	.	PUNCT
futech-622	318	1	one	one	NUM
futech-622	318	2	of	of	ADP
futech-622	318	3	the	the	DET
futech-622	318	4	main	main	ADJ
futech-622	318	5	limitations	limitation	NOUN
futech-622	318	6	comes	come	VERB
futech-622	318	7	from	from	ADP
futech-622	318	8	the	the	DET
futech-622	318	9	nature	nature	NOUN
futech-622	318	10	of	of	ADP
futech-622	318	11	user	user	NOUN
futech-622	318	12	-	-	PUNCT
futech-622	318	13	generated	generate	VERB
futech-622	318	14	text	text	NOUN
futech-622	318	15	.	.	PUNCT
futech-622	319	1	consumer	consumer	NOUN
futech-622	319	2	reviews	review	NOUN
futech-622	319	3	and	and	CCONJ
futech-622	319	4	online	online	ADJ
futech-622	319	5	discussions	discussion	NOUN
futech-622	319	6	are	be	AUX
futech-622	319	7	likely	likely	ADJ
futech-622	319	8	to	to	PART
futech-622	319	9	contain	contain	VERB
futech-622	319	10	informal	informal	ADJ
futech-622	319	11	language	language	NOUN
futech-622	319	12	,	,	PUNCT
futech-622	319	13	abbreviations	abbreviation	NOUN
futech-622	319	14	,	,	PUNCT
futech-622	319	15	sarcasm	sarcasm	NOUN
futech-622	319	16	,	,	PUNCT
futech-622	319	17	and	and	CCONJ
futech-622	319	18	inconsistent	inconsistent	ADJ
futech-622	319	19	terminology	terminology	NOUN
futech-622	319	20	.	.	PUNCT
futech-622	320	1	such	such	ADJ
futech-622	320	2	ambiguity	ambiguity	NOUN
futech-622	320	3	can	can	AUX
futech-622	320	4	lead	lead	VERB
futech-622	320	5	to	to	ADP
futech-622	320	6	inaccuracies	inaccuracy	NOUN
futech-622	320	7	in	in	ADP
futech-622	320	8	feature	feature	NOUN
futech-622	320	9	extraction	extraction	NOUN
futech-622	320	10	,	,	PUNCT
futech-622	320	11	sentiment	sentiment	NOUN
futech-622	320	12	classification	classification	NOUN
futech-622	320	13	,	,	PUNCT
futech-622	320	14	and	and	CCONJ
futech-622	320	15	topic	topic	NOUN
futech-622	320	16	identification	identification	NOUN
futech-622	320	17	.	.	PUNCT
futech-622	321	1	although	although	SCONJ
futech-622	321	2	preprocessing	preprocessing	NOUN
futech-622	321	3	and	and	CCONJ
futech-622	321	4	domainspecific	domainspecific	NOUN
futech-622	321	5	refinement	refinement	NOUN
futech-622	321	6	work	work	NOUN
futech-622	321	7	were	be	AUX
futech-622	321	8	applied	apply	VERB
futech-622	321	9	,	,	PUNCT
futech-622	321	10	the	the	DET
futech-622	321	11	system	system	NOUN
futech-622	321	12	can	can	AUX
futech-622	321	13	be	be	AUX
futech-622	321	14	at	at	ADP
futech-622	321	15	fault	fault	NOUN
futech-622	321	16	for	for	ADP
futech-622	321	17	the	the	DET
futech-622	321	18	possibility	possibility	NOUN
futech-622	321	19	of	of	ADP
futech-622	321	20	being	be	AUX
futech-622	321	21	misled	mislead	VERB
futech-622	321	22	by	by	ADP
futech-622	321	23	less	less	ADJ
futech-622	321	24	pronounced	pronounce	VERB
futech-622	321	25	expressions	expression	NOUN
futech-622	321	26	or	or	CCONJ
futech-622	321	27	context	context	NOUN
futech-622	321	28	-	-	PUNCT
futech-622	321	29	dependent	dependent	ADJ
futech-622	321	30	meanings	meaning	NOUN
futech-622	321	31	.	.	PUNCT
futech-622	322	1	this	this	PRON
futech-622	322	2	is	be	AUX
futech-622	322	3	especially	especially	ADV
futech-622	322	4	important	important	ADJ
futech-622	322	5	in	in	ADP
futech-622	322	6	areas	area	NOUN
futech-622	322	7	such	such	ADJ
futech-622	322	8	as	as	ADP
futech-622	322	9	wearable	wearable	ADJ
futech-622	322	10	health	health	NOUN
futech-622	322	11	devices	device	NOUN
futech-622	322	12	,	,	PUNCT
futech-622	322	13	where	where	SCONJ
futech-622	322	14	terms	term	NOUN
futech-622	322	15	can	can	AUX
futech-622	322	16	be	be	AUX
futech-622	322	17	used	use	VERB
futech-622	322	18	interchangeably	interchangeably	ADV
futech-622	322	19	across	across	ADP
futech-622	322	20	clinical	clinical	ADJ
futech-622	322	21	,	,	PUNCT
futech-622	322	22	lifestyle	lifestyle	NOUN
futech-622	322	23	,	,	PUNCT
futech-622	322	24	and	and	CCONJ
futech-622	322	25	general	general	ADJ
futech-622	322	26	consumer	consumer	NOUN
futech-622	322	27	contexts	contexts	NOUN
futech-622	322	28	.	.	PUNCT
futech-622	323	1	a	a	DET
futech-622	323	2	second	second	ADJ
futech-622	323	3	limitation	limitation	NOUN
futech-622	323	4	lies	lie	VERB
futech-622	323	5	in	in	ADP
futech-622	323	6	the	the	DET
futech-622	323	7	performance	performance	NOUN
futech-622	323	8	of	of	ADP
futech-622	323	9	nlp	nlp	NOUN
futech-622	323	10	models	model	NOUN
futech-622	323	11	used	use	VERB
futech-622	323	12	for	for	ADP
futech-622	323	13	entity	entity	NOUN
futech-622	323	14	recognition	recognition	NOUN
futech-622	323	15	,	,	PUNCT
futech-622	323	16	sentiment	sentiment	NOUN
futech-622	323	17	detection	detection	NOUN
futech-622	323	18	,	,	PUNCT
futech-622	323	19	and	and	CCONJ
futech-622	323	20	topic	topic	NOUN
futech-622	323	21	modelling	modelling	NOUN
futech-622	323	22	.	.	PUNCT
futech-622	324	1	even	even	ADV
futech-622	324	2	domain	domain	NOUN
futech-622	324	3	-	-	PUNCT
futech-622	324	4	adaptation	adaptation	NOUN
futech-622	324	5	models	model	NOUN
futech-622	324	6	may	may	AUX
futech-622	324	7	produce	produce	VERB
futech-622	324	8	errors	error	NOUN
futech-622	324	9	when	when	SCONJ
futech-622	324	10	handling	handle	VERB
futech-622	324	11	highly	highly	ADV
futech-622	324	12	technical	technical	ADJ
futech-622	324	13	descriptions	description	NOUN
futech-622	324	14	or	or	CCONJ
futech-622	324	15	rare	rare	ADJ
futech-622	324	16	terms	term	NOUN
futech-622	324	17	.	.	PUNCT
futech-622	325	1	topic	topic	NOUN
futech-622	325	2	modelling	modelling	NOUN
futech-622	325	3	,	,	PUNCT
futech-622	325	4	for	for	ADP
futech-622	325	5	example	example	NOUN
futech-622	325	6	,	,	PUNCT
futech-622	325	7	can	can	AUX
futech-622	325	8	sometimes	sometimes	ADV
futech-622	325	9	produce	produce	VERB
futech-622	325	10	topics	topic	NOUN
futech-622	325	11	that	that	PRON
futech-622	325	12	overlap	overlap	VERB
futech-622	325	13	semantically	semantically	ADV
futech-622	325	14	,	,	PUNCT
futech-622	325	15	leading	lead	VERB
futech-622	325	16	to	to	PART
futech-622	325	17	redundant	redundant	VERB
futech-622	325	18	or	or	CCONJ
futech-622	325	19	vague	vague	ADJ
futech-622	325	20	representations	representation	NOUN
futech-622	325	21	.	.	PUNCT
futech-622	326	1	similarly	similarly	ADV
futech-622	326	2	,	,	PUNCT
futech-622	326	3	finding	find	VERB
futech-622	326	4	component	component	NOUN
futech-622	326	5	names	name	NOUN
futech-622	326	6	confuses	confuse	VERB
futech-622	326	7	ner	ner	NOUN
futech-622	326	8	models	model	NOUN
futech-622	326	9	,	,	PUNCT
futech-622	326	10	leading	lead	VERB
futech-622	326	11	them	they	PRON
futech-622	326	12	to	to	PART
futech-622	326	13	treat	treat	VERB
futech-622	326	14	functional	functional	ADJ
futech-622	326	15	descriptions	description	NOUN
futech-622	326	16	or	or	CCONJ
futech-622	326	17	the	the	DET
futech-622	326	18	naming	naming	NOUN
futech-622	326	19	of	of	ADP
futech-622	326	20	new	new	ADJ
futech-622	326	21	technology	technology	NOUN
futech-622	326	22	terms	term	NOUN
futech-622	326	23	as	as	ADP
futech-622	326	24	components	component	NOUN
futech-622	326	25	.	.	PUNCT
futech-622	327	1	the	the	DET
futech-622	327	2	framework	framework	NOUN
futech-622	327	3	also	also	ADV
futech-622	327	4	suffers	suffer	VERB
futech-622	327	5	from	from	ADP
futech-622	327	6	ontology	ontology	NOUN
futech-622	327	7	scalability	scalability	NOUN
futech-622	327	8	and	and	CCONJ
futech-622	327	9	maintenance	maintenance	NOUN
futech-622	327	10	problems	problem	NOUN
futech-622	327	11	.	.	PUNCT
futech-622	328	1	as	as	SCONJ
futech-622	328	2	more	more	ADJ
futech-622	328	3	entities	entity	NOUN
futech-622	328	4	,	,	PUNCT
futech-622	328	5	relationships	relationship	NOUN
futech-622	328	6	,	,	PUNCT
futech-622	328	7	and	and	CCONJ
futech-622	328	8	contradictions	contradiction	NOUN
futech-622	328	9	are	be	AUX
futech-622	328	10	introduced	introduce	VERB
futech-622	328	11	,	,	PUNCT
futech-622	328	12	the	the	DET
futech-622	328	13	ontology	ontology	NOUN
futech-622	328	14	may	may	AUX
futech-622	328	15	become	become	VERB
futech-622	328	16	complex	complex	ADJ
futech-622	328	17	and	and	CCONJ
futech-622	328	18	not	not	PART
futech-622	328	19	as	as	ADV
futech-622	328	20	easily	easily	ADV
futech-622	328	21	queried	query	VERB
futech-622	328	22	efficiently	efficiently	ADV
futech-622	328	23	.	.	PUNCT
futech-622	329	1	it	it	PRON
futech-622	329	2	might	might	AUX
futech-622	329	3	be	be	AUX
futech-622	329	4	necessary	necessary	ADJ
futech-622	329	5	to	to	PART
futech-622	329	6	manually	manually	ADV
futech-622	329	7	curate	curate	VERB
futech-622	329	8	the	the	DET
futech-622	329	9	ontology	ontology	NOUN
futech-622	329	10	to	to	PART
futech-622	329	11	ensure	ensure	VERB
futech-622	329	12	conceptual	conceptual	ADJ
futech-622	329	13	accuracy	accuracy	NOUN
futech-622	329	14	and	and	CCONJ
futech-622	329	15	maintain	maintain	VERB
futech-622	329	16	a	a	DET
futech-622	329	17	manageable	manageable	ADJ
futech-622	329	18	structure	structure	NOUN
futech-622	329	19	.	.	PUNCT
futech-622	330	1	without	without	ADP
futech-622	330	2	careful	careful	ADJ
futech-622	330	3	governance	governance	NOUN
futech-622	330	4	,	,	PUNCT
futech-622	330	5	there	there	PRON
futech-622	330	6	would	would	AUX
futech-622	330	7	be	be	AUX
futech-622	330	8	inconsistencies	inconsistency	NOUN
futech-622	330	9	or	or	CCONJ
futech-622	330	10	orphaned	orphan	VERB
futech-622	330	11	nodes	node	NOUN
futech-622	330	12	that	that	PRON
futech-622	330	13	would	would	AUX
futech-622	330	14	cause	cause	VERB
futech-622	330	15	poor	poor	ADJ
futech-622	330	16	reasoning	reasoning	NOUN
futech-622	330	17	performance	performance	NOUN
futech-622	330	18	or	or	CCONJ
futech-622	330	19	contradictions	contradiction	NOUN
futech-622	330	20	in	in	ADP
futech-622	330	21	interpretation	interpretation	NOUN
futech-622	330	22	.	.	PUNCT
futech-622	331	1	additionally	additionally	ADV
futech-622	331	2	,	,	PUNCT
futech-622	331	3	as	as	SCONJ
futech-622	331	4	the	the	DET
futech-622	331	5	system	system	NOUN
futech-622	331	6	is	be	AUX
futech-622	331	7	expanded	expand	VERB
futech-622	331	8	to	to	ADP
futech-622	331	9	new	new	ADJ
futech-622	331	10	product	product	NOUN
futech-622	331	11	categories	category	NOUN
futech-622	331	12	,	,	PUNCT
futech-622	331	13	the	the	DET
futech-622	331	14	ontology	ontology	NOUN
futech-622	331	15	will	will	AUX
futech-622	331	16	need	need	VERB
futech-622	331	17	domain	domain	NOUN
futech-622	331	18	-	-	PUNCT
futech-622	331	19	specific	specific	ADJ
futech-622	331	20	extensions	extension	NOUN
futech-622	331	21	,	,	PUNCT
futech-622	331	22	which	which	PRON
futech-622	331	23	may	may	AUX
futech-622	331	24	add	add	VERB
futech-622	331	25	labor	labor	NOUN
futech-622	331	26	and	and	CCONJ
futech-622	331	27	complexity	complexity	NOUN
futech-622	331	28	.	.	PUNCT
futech-622	332	1	another	another	DET
futech-622	332	2	limitation	limitation	NOUN
futech-622	332	3	is	be	AUX
futech-622	332	4	in	in	ADP
futech-622	332	5	the	the	DET
futech-622	332	6	trizbased	trizbase	VERB
futech-622	332	7	reasoning	reasoning	NOUN
futech-622	332	8	part	part	NOUN
futech-622	332	9	.	.	PUNCT
futech-622	333	1	although	although	SCONJ
futech-622	333	2	triz	triz	PROPN
futech-622	333	3	offers	offer	VERB
futech-622	333	4	the	the	DET
futech-622	333	5	structured	structured	ADJ
futech-622	333	6	inventive	inventive	ADJ
futech-622	333	7	principles	principle	NOUN
futech-622	333	8	,	,	PUNCT
futech-622	333	9	the	the	DET
futech-622	333	10	way	way	NOUN
futech-622	333	11	of	of	ADP
futech-622	333	12	mapping	map	VERB
futech-622	333	13	the	the	DET
futech-622	333	14	contradictions	contradiction	NOUN
futech-622	333	15	to	to	ADP
futech-622	333	16	the	the	DET
futech-622	333	17	parameters	parameter	NOUN
futech-622	333	18	of	of	ADP
futech-622	333	19	triz	triz	PROPN
futech-622	333	20	is	be	AUX
futech-622	333	21	partly	partly	ADV
futech-622	333	22	based	base	VERB
futech-622	333	23	on	on	ADP
futech-622	333	24	heuristic	heuristic	ADJ
futech-622	333	25	rules	rule	NOUN
futech-622	333	26	and	and	CCONJ
futech-622	333	27	expert	expert	NOUN
futech-622	333	28	-	-	PUNCT
futech-622	333	29	informed	inform	VERB
futech-622	333	30	assumptions	assumption	NOUN
futech-622	333	31	.	.	PUNCT
futech-622	334	1	some	some	PRON
futech-622	334	2	of	of	ADP
futech-622	334	3	the	the	DET
futech-622	334	4	contradictions	contradiction	NOUN
futech-622	334	5	may	may	AUX
futech-622	334	6	be	be	AUX
futech-622	334	7	difficult	difficult	ADJ
futech-622	334	8	to	to	PART
futech-622	334	9	fit	fit	VERB
futech-622	334	10	into	into	ADP
futech-622	334	11	predefined	predefine	VERB
futech-622	334	12	parameter	parameter	NOUN
futech-622	334	13	pairs	pair	NOUN
futech-622	334	14	,	,	PUNCT
futech-622	334	15	and	and	CCONJ
futech-622	334	16	highly	highly	ADV
futech-622	334	17	novel	novel	ADJ
futech-622	334	18	design	design	NOUN
futech-622	334	19	situations	situation	NOUN
futech-622	334	20	may	may	AUX
futech-622	334	21	require	require	VERB
futech-622	334	22	combinations	combination	NOUN
futech-622	334	23	or	or	CCONJ
futech-622	334	24	adaptations	adaptation	NOUN
futech-622	334	25	that	that	PRON
futech-622	334	26	are	be	AUX
futech-622	334	27	not	not	PART
futech-622	334	28	accommodated	accommodate	VERB
futech-622	334	29	in	in	ADP
futech-622	334	30	the	the	DET
futech-622	334	31	regular	regular	ADJ
futech-622	334	32	mapping	mapping	NOUN
futech-622	334	33	table	table	NOUN
futech-622	334	34	.	.	PUNCT
futech-622	335	1	as	as	ADP
futech-622	335	2	a	a	DET
futech-622	335	3	result	result	NOUN
futech-622	335	4	,	,	PUNCT
futech-622	335	5	the	the	DET
futech-622	335	6	solutions	solution	NOUN
futech-622	335	7	created	create	VERB
futech-622	335	8	can	can	AUX
futech-622	335	9	be	be	AUX
futech-622	335	10	too	too	ADV
futech-622	335	11	generic	generic	ADJ
futech-622	335	12	at	at	ADP
futech-622	335	13	times	time	NOUN
futech-622	335	14	or	or	CCONJ
futech-622	335	15	require	require	VERB
futech-622	335	16	designer	designer	NOUN
futech-622	335	17	intervention	intervention	NOUN
futech-622	335	18	to	to	PART
futech-622	335	19	be	be	AUX
futech-622	335	20	meaningful	meaningful	ADJ
futech-622	335	21	.	.	PUNCT
futech-622	336	1	the	the	DET
futech-622	336	2	experimental	experimental	ADJ
futech-622	336	3	evaluation	evaluation	NOUN
futech-622	336	4	also	also	ADV
futech-622	336	5	has	have	VERB
futech-622	336	6	shortcomings	shortcoming	NOUN
futech-622	336	7	.	.	PUNCT
futech-622	337	1	although	although	SCONJ
futech-622	337	2	the	the	DET
futech-622	337	3	controlled	control	VERB
futech-622	337	4	study	study	NOUN
futech-622	337	5	involved	involve	VERB
futech-622	337	6	two	two	NUM
futech-622	337	7	balanced	balanced	ADJ
futech-622	337	8	groups	group	NOUN
futech-622	337	9	of	of	ADP
futech-622	337	10	people	people	NOUN
futech-622	337	11	,	,	PUNCT
futech-622	337	12	the	the	DET
futech-622	337	13	number	number	NOUN
futech-622	337	14	of	of	ADP
futech-622	337	15	people	people	NOUN
futech-622	337	16	was	be	AUX
futech-622	337	17	small	small	ADJ
futech-622	337	18	.	.	PUNCT
futech-622	338	1	a	a	DET
futech-622	338	2	larger	large	ADJ
futech-622	338	3	participant	participant	ADJ
futech-622	338	4	pool	pool	NOUN
futech-622	338	5	would	would	AUX
futech-622	338	6	be	be	AUX
futech-622	338	7	stronger	strong	ADJ
futech-622	338	8	in	in	ADP
futech-622	338	9	terms	term	NOUN
futech-622	338	10	of	of	ADP
futech-622	338	11	statistical	statistical	ADJ
futech-622	338	12	power	power	NOUN
futech-622	338	13	and	and	CCONJ
futech-622	338	14	better	well	ADJ
futech-622	338	15	for	for	ADP
futech-622	338	16	generalizing	generalize	VERB
futech-622	338	17	the	the	DET
futech-622	338	18	findings	finding	NOUN
futech-622	338	19	.	.	PUNCT
futech-622	339	1	furthermore	furthermore	ADV
futech-622	339	2	,	,	PUNCT
futech-622	339	3	the	the	DET
futech-622	339	4	participants	participant	NOUN
futech-622	339	5	came	come	VERB
futech-622	339	6	from	from	ADP
futech-622	339	7	engineering	engineering	NOUN
futech-622	339	8	and	and	CCONJ
futech-622	339	9	design	design	NOUN
futech-622	339	10	backgrounds	background	NOUN
futech-622	339	11	;	;	PUNCT
futech-622	339	12	testing	test	VERB
futech-622	339	13	the	the	DET
futech-622	339	14	system	system	NOUN
futech-622	339	15	with	with	ADP
futech-622	339	16	interdisciplinary	interdisciplinary	ADJ
futech-622	339	17	teams	team	NOUN
futech-622	339	18	,	,	PUNCT
futech-622	339	19	professionals	professional	NOUN
futech-622	339	20	from	from	ADP
futech-622	339	21	various	various	ADJ
futech-622	339	22	industries	industry	NOUN
futech-622	339	23	,	,	PUNCT
futech-622	339	24	or	or	CCONJ
futech-622	339	25	inexperienced	inexperienced	ADJ
futech-622	339	26	users	user	NOUN
futech-622	339	27	may	may	AUX
futech-622	339	28	produce	produce	VERB
futech-622	339	29	different	different	ADJ
futech-622	339	30	results	result	NOUN
futech-622	339	31	.	.	PUNCT
futech-622	340	1	the	the	DET
futech-622	340	2	evaluation	evaluation	NOUN
futech-622	340	3	period	period	NOUN
futech-622	340	4	was	be	AUX
futech-622	340	5	restricted	restrict	VERB
futech-622	340	6	to	to	ADP
futech-622	340	7	a	a	DET
futech-622	340	8	single	single	ADJ
futech-622	340	9	design	design	NOUN
futech-622	340	10	session	session	NOUN
futech-622	340	11	,	,	PUNCT
futech-622	340	12	which	which	PRON
futech-622	340	13	did	do	AUX
futech-622	340	14	not	not	PART
futech-622	340	15	account	account	VERB
futech-622	340	16	for	for	ADP
futech-622	340	17	long	long	ADJ
futech-622	340	18	-	-	PUNCT
futech-622	340	19	term	term	NOUN
futech-622	340	20	learning	learning	NOUN
futech-622	340	21	effects	effect	NOUN
futech-622	340	22	or	or	CCONJ
futech-622	340	23	the	the	DET
futech-622	340	24	integration	integration	NOUN
futech-622	340	25	of	of	ADP
futech-622	340	26	the	the	DET
futech-622	340	27	cai	cai	PROPN
futech-622	340	28	system	system	NOUN
futech-622	340	29	into	into	ADP
futech-622	340	30	a	a	DET
futech-622	340	31	long	long	ADJ
futech-622	340	32	product	product	NOUN
futech-622	340	33	development	development	NOUN
futech-622	340	34	cycle	cycle	NOUN
futech-622	340	35	.	.	PUNCT
futech-622	341	1	a	a	DET
futech-622	341	2	further	further	ADJ
futech-622	341	3	limitation	limitation	NOUN
futech-622	341	4	is	be	AUX
futech-622	341	5	that	that	PRON
futech-622	341	6	of	of	ADP
futech-622	341	7	the	the	DET
futech-622	341	8	domain	domain	NOUN
futech-622	341	9	specificity	specificity	NOUN
futech-622	341	10	of	of	ADP
futech-622	341	11	the	the	DET
futech-622	341	12	current	current	ADJ
futech-622	341	13	implementation	implementation	NOUN
futech-622	341	14	.	.	PUNCT
futech-622	342	1	the	the	DET
futech-622	342	2	framework	framework	NOUN
futech-622	342	3	was	be	AUX
futech-622	342	4	evaluated	evaluate	VERB
futech-622	342	5	on	on	ADP
futech-622	342	6	smart	smart	ADJ
futech-622	342	7	wearable	wearable	ADJ
futech-622	342	8	health	health	NOUN
futech-622	342	9	devices	device	NOUN
futech-622	342	10	in	in	ADP
futech-622	342	11	an	an	DET
futech-622	342	12	area	area	NOUN
futech-622	342	13	with	with	ADP
futech-622	342	14	well	well	ADV
futech-622	342	15	-	-	PUNCT
futech-622	342	16	defined	define	VERB
futech-622	342	17	components	component	NOUN
futech-622	342	18	and	and	CCONJ
futech-622	342	19	rich	rich	ADJ
futech-622	342	20	user	user	NOUN
futech-622	342	21	feedback	feedback	NOUN
futech-622	342	22	.	.	PUNCT
futech-622	343	1	its	its	PRON
futech-622	343	2	effectiveness	effectiveness	NOUN
futech-622	343	3	in	in	ADP
futech-622	343	4	highly	highly	ADV
futech-622	343	5	complex	complex	ADJ
futech-622	343	6	or	or	CCONJ
futech-622	343	7	less	less	ADJ
futech-622	343	8	user	user	NOUN
futech-622	343	9	-	-	PUNCT
futech-622	343	10	centric	centric	ADJ
futech-622	343	11	institutions	institution	NOUN
futech-622	343	12	—	—	PUNCT
futech-622	343	13	such	such	ADJ
futech-622	343	14	as	as	ADP
futech-622	343	15	industrial	industrial	ADJ
futech-622	343	16	machinery	machinery	NOUN
futech-622	343	17	,	,	PUNCT
futech-622	343	18	aerospace	aerospace	NOUN
futech-622	343	19	systems	system	NOUN
futech-622	343	20	,	,	PUNCT
futech-622	343	21	or	or	CCONJ
futech-622	343	22	business	business	NOUN
futech-622	343	23	process	process	NOUN
futech-622	343	24	innovation	innovation	NOUN
futech-622	343	25	—	—	PUNCT
futech-622	343	26	still	still	ADV
futech-622	343	27	needs	need	VERB
futech-622	343	28	to	to	PART
futech-622	343	29	be	be	AUX
futech-622	343	30	studied	study	VERB
futech-622	343	31	.	.	PUNCT
futech-622	344	1	different	different	ADJ
futech-622	344	2	industries	industry	NOUN
futech-622	344	3	might	might	AUX
futech-622	344	4	demand	demand	VERB
futech-622	344	5	specialized	specialized	ADJ
futech-622	344	6	ontologies	ontology	NOUN
futech-622	344	7	,	,	PUNCT
futech-622	344	8	specific	specific	ADJ
futech-622	344	9	parameters	parameter	NOUN
futech-622	344	10	of	of	ADP
futech-622	344	11	the	the	DET
futech-622	344	12	triz	triz	PROPN
futech-622	344	13	method	method	NOUN
futech-622	344	14	,	,	PUNCT
futech-622	344	15	or	or	CCONJ
futech-622	344	16	entirely	entirely	ADV
futech-622	344	17	different	different	ADJ
futech-622	344	18	textual	textual	ADJ
futech-622	344	19	data	datum	NOUN
futech-622	344	20	sources	source	NOUN
futech-622	344	21	.	.	PUNCT
futech-622	345	1	lastly	lastly	ADV
futech-622	345	2	,	,	PUNCT
futech-622	345	3	the	the	DET
futech-622	345	4	system	system	NOUN
futech-622	345	5	's	's	PART
futech-622	345	6	performance	performance	NOUN
futech-622	345	7	depends	depend	VERB
futech-622	345	8	on	on	ADP
futech-622	345	9	the	the	DET
futech-622	345	10	availability	availability	NOUN
futech-622	345	11	and	and	CCONJ
futech-622	345	12	quality	quality	NOUN
futech-622	345	13	of	of	ADP
futech-622	345	14	the	the	DET
futech-622	345	15	data	datum	NOUN
futech-622	345	16	.	.	PUNCT
futech-622	346	1	domains	domain	NOUN
futech-622	346	2	with	with	ADP
futech-622	346	3	little	little	ADJ
futech-622	346	4	user	user	NOUN
futech-622	346	5	feedback	feedback	NOUN
futech-622	346	6	,	,	PUNCT
futech-622	346	7	little	little	ADJ
futech-622	346	8	patent	patent	NOUN
futech-622	346	9	activity	activity	NOUN
futech-622	346	10	,	,	PUNCT
futech-622	346	11	or	or	CCONJ
futech-622	346	12	very	very	ADV
futech-622	346	13	proprietary	proprietary	ADJ
futech-622	346	14	knowledge	knowledge	NOUN
futech-622	346	15	,	,	PUNCT
futech-622	346	16	for	for	ADP
futech-622	346	17	example	example	NOUN
futech-622	346	18	,	,	PUNCT
futech-622	346	19	may	may	AUX
futech-622	346	20	not	not	PART
futech-622	346	21	provide	provide	VERB
futech-622	346	22	sufficient	sufficient	ADJ
futech-622	346	23	textual	textual	ADJ
futech-622	346	24	data	datum	NOUN
futech-622	346	25	for	for	ADP
futech-622	346	26	meaningful	meaningful	ADJ
futech-622	346	27	text	text	NOUN
futech-622	346	28	mining	mining	NOUN
futech-622	346	29	.	.	PUNCT
futech-622	347	1	additionally	additionally	ADV
futech-622	347	2	,	,	PUNCT
futech-622	347	3	more	more	ADV
futech-622	347	4	complex	complex	ADJ
futech-622	347	5	multimodal	multimodal	NOUN
futech-622	347	6	inputs	input	NOUN
futech-622	347	7	,	,	PUNCT
futech-622	347	8	such	such	ADJ
futech-622	347	9	as	as	ADP
futech-622	347	10	images	image	NOUN
futech-622	347	11	or	or	CCONJ
futech-622	347	12	sensor	sensor	NOUN
futech-622	347	13	data	datum	NOUN
futech-622	347	14	,	,	PUNCT
futech-622	347	15	may	may	AUX
futech-622	347	16	be	be	AUX
futech-622	347	17	necessary	necessary	ADJ
futech-622	347	18	within	within	ADP
futech-622	347	19	the	the	DET
futech-622	347	20	framework	framework	NOUN
futech-622	347	21	in	in	ADP
futech-622	347	22	the	the	DET
futech-622	347	23	future	future	NOUN
futech-622	347	24	to	to	PART
futech-622	347	25	support	support	VERB
futech-622	347	26	a	a	DET
futech-622	347	27	more	more	ADV
futech-622	347	28	comprehensive	comprehensive	ADJ
futech-622	347	29	understanding	understanding	NOUN
futech-622	347	30	of	of	ADP
futech-622	347	31	design	design	NOUN
futech-622	347	32	problems	problem	NOUN
futech-622	347	33	.	.	PUNCT
futech-622	348	1	overall	overall	ADV
futech-622	348	2	,	,	PUNCT
futech-622	348	3	while	while	SCONJ
futech-622	348	4	the	the	DET
futech-622	348	5	limitations	limitation	NOUN
futech-622	348	6	are	be	AUX
futech-622	348	7	essential	essential	ADJ
futech-622	348	8	constraints	constraint	NOUN
futech-622	348	9	,	,	PUNCT
futech-622	348	10	they	they	PRON
futech-622	348	11	also	also	ADV
futech-622	348	12	indicate	indicate	VERB
futech-622	348	13	possible	possible	ADJ
futech-622	348	14	future	future	ADJ
futech-622	348	15	improvements	improvement	NOUN
futech-622	348	16	,	,	PUNCT
futech-622	348	17	such	such	ADJ
futech-622	348	18	as	as	ADP
futech-622	348	19	improved	improved	ADJ
futech-622	348	20	domain	domain	NOUN
futech-622	348	21	adaptation	adaptation	NOUN
futech-622	348	22	for	for	ADP
futech-622	348	23	nlp	nlp	NOUN
futech-622	348	24	models	model	NOUN
futech-622	348	25	,	,	PUNCT
futech-622	348	26	automated	automate	VERB
futech-622	348	27	ontology	ontology	NOUN
futech-622	348	28	evolution	evolution	NOUN
futech-622	348	29	,	,	PUNCT
futech-622	348	30	hybrid	hybrid	ADJ
futech-622	348	31	triz	triz	NOUN
futech-622	348	32	-	-	PUNCT
futech-622	348	33	machine	machine	NOUN
futech-622	348	34	learning	learn	VERB
futech-622	348	35	mapping	mapping	NOUN
futech-622	348	36	,	,	PUNCT
futech-622	348	37	and	and	CCONJ
futech-622	348	38	broader	broad	ADJ
futech-622	348	39	validation	validation	NOUN
futech-622	348	40	experiments	experiment	NOUN
futech-622	348	41	.	.	PUNCT
futech-622	349	1	dealing	deal	VERB
futech-622	349	2	with	with	ADP
futech-622	349	3	these	these	DET
futech-622	349	4	challenges	challenge	NOUN
futech-622	349	5	will	will	AUX
futech-622	349	6	increase	increase	VERB
futech-622	349	7	the	the	DET
futech-622	349	8	robustness	robustness	NOUN
futech-622	349	9	and	and	CCONJ
futech-622	349	10	generalizability	generalizability	NOUN
futech-622	349	11	of	of	ADP
futech-622	349	12	the	the	DET
futech-622	349	13	cai	cai	PROPN
futech-622	349	14	framework	framework	NOUN
futech-622	349	15	in	in	ADP
futech-622	349	16	the	the	DET
futech-622	349	17	real	real	ADJ
futech-622	349	18	-	-	PUNCT
futech-622	349	19	world	world	NOUN
futech-622	349	20	of	of	ADP
futech-622	349	21	design	design	NOUN
futech-622	349	22	environments	environment	NOUN
futech-622	349	23	.	.	PUNCT
futech-622	350	1	8	8	X
futech-622	350	2	.	.	X
futech-622	350	3	conclusion	conclusion	NOUN
futech-622	350	4	this	this	DET
futech-622	350	5	research	research	NOUN
futech-622	350	6	proposed	propose	VERB
futech-622	350	7	a	a	DET
futech-622	350	8	unified	unified	ADJ
futech-622	350	9	computer	computer	NOUN
futech-622	350	10	-	-	PUNCT
futech-622	350	11	aided	aid	VERB
futech-622	350	12	innovation	innovation	NOUN
futech-622	350	13	(	(	PUNCT
futech-622	350	14	cai	cai	X
futech-622	350	15	)	)	PUNCT
futech-622	350	16	framework	framework	NOUN
futech-622	350	17	,	,	PUNCT
futech-622	350	18	combining	combine	VERB
futech-622	350	19	text	text	NOUN
futech-622	350	20	mining	mining	NOUN
futech-622	350	21	,	,	PUNCT
futech-622	350	22	ontology	ontology	NOUN
futech-622	350	23	-	-	PUNCT
futech-622	350	24	based	base	VERB
futech-622	350	25	knowledge	knowledge	NOUN
futech-622	350	26	management	management	NOUN
futech-622	350	27	,	,	PUNCT
futech-622	350	28	and	and	CCONJ
futech-622	350	29	triz	triz	NOUN
futech-622	350	30	-	-	PUNCT
futech-622	350	31	driven	drive	VERB
futech-622	350	32	reasoning	reasoning	NOUN
futech-622	350	33	that	that	PRON
futech-622	350	34	can	can	AUX
futech-622	350	35	be	be	AUX
futech-622	350	36	used	use	VERB
futech-622	350	37	to	to	PART
futech-622	350	38	support	support	VERB
futech-622	350	39	systematic	systematic	ADJ
futech-622	350	40	and	and	CCONJ
futech-622	350	41	dataguided	dataguide	VERB
futech-622	350	42	product	product	NOUN
futech-622	350	43	ideation	ideation	NOUN
futech-622	350	44	.	.	PUNCT
futech-622	351	1	by	by	ADP
futech-622	351	2	leveraging	leverage	VERB
futech-622	351	3	natural	natural	ADJ
futech-622	351	4	language	language	NOUN
futech-622	351	5	processing	processing	NOUN
futech-622	351	6	to	to	PART
futech-622	351	7	extract	extract	VERB
futech-622	351	8	user	user	NOUN
futech-622	351	9	needs	need	NOUN
futech-622	351	10	and	and	CCONJ
futech-622	351	11	technical	technical	ADJ
futech-622	351	12	issues	issue	NOUN
futech-622	351	13	from	from	ADP
futech-622	351	14	massive	massive	ADJ
futech-622	351	15	unstructured	unstructured	ADJ
futech-622	351	16	data	datum	NOUN
futech-622	351	17	sources	source	NOUN
futech-622	351	18	,	,	PUNCT
futech-622	351	19	the	the	DET
futech-622	351	20	framework	framework	NOUN
futech-622	351	21	enables	enable	VERB
futech-622	351	22	a	a	DET
futech-622	351	23	transparent	transparent	ADJ
futech-622	351	24	,	,	PUNCT
futech-622	351	25	repeatable	repeatable	ADJ
futech-622	351	26	process	process	NOUN
futech-622	351	27	from	from	ADP
futech-622	351	28	raw	raw	ADJ
futech-622	351	29	textual	textual	ADJ
futech-622	351	30	data	datum	NOUN
futech-622	351	31	to	to	ADP
futech-622	351	32	structured	structured	ADJ
futech-622	351	33	design	design	NOUN
futech-622	351	34	insights	insight	NOUN
futech-622	351	35	.	.	PUNCT
futech-622	352	1	a	a	DET
futech-622	352	2	further	further	ADJ
futech-622	352	3	application	application	NOUN
futech-622	352	4	of	of	ADP
futech-622	352	5	triz	triz	PROPN
futech-622	352	6	principles	principle	NOUN
futech-622	352	7	in	in	ADP
futech-622	352	8	the	the	DET
futech-622	352	9	reasoning	reasoning	NOUN
futech-622	352	10	engine	engine	NOUN
futech-622	352	11	is	be	AUX
futech-622	352	12	for	for	ADP
futech-622	352	13	grounded	ground	VERB
futech-622	352	14	,	,	PUNCT
futech-622	352	15	traceable	traceable	ADJ
futech-622	352	16	solution	solution	NOUN
futech-622	352	17	generation	generation	NOUN
futech-622	352	18	.	.	PUNCT
futech-622	353	1	the	the	DET
futech-622	353	2	framework	framework	NOUN
futech-622	353	3	was	be	AUX
futech-622	353	4	applied	apply	VERB
futech-622	353	5	to	to	ADP
futech-622	353	6	the	the	DET
futech-622	353	7	domain	domain	NOUN
futech-622	353	8	of	of	ADP
futech-622	353	9	smart	smart	ADJ
futech-622	353	10	wearable	wearable	ADJ
futech-622	353	11	health	health	NOUN
futech-622	353	12	devices	device	NOUN
futech-622	353	13	;	;	PUNCT
futech-622	353	14	the	the	DET
futech-622	353	15	evaluation	evaluation	NOUN
futech-622	353	16	results	result	NOUN
futech-622	353	17	showed	show	VERB
futech-622	353	18	significant	significant	ADJ
futech-622	353	19	improvements	improvement	NOUN
futech-622	353	20	in	in	ADP
futech-622	353	21	both	both	DET
futech-622	353	22	efficiency	efficiency	NOUN
futech-622	353	23	and	and	CCONJ
futech-622	353	24	concept	concept	NOUN
futech-622	353	25	quality	quality	NOUN
futech-622	353	26	.	.	PUNCT
futech-622	354	1	all	all	DET
futech-622	354	2	six	six	NUM
futech-622	354	3	concepts	concept	NOUN
futech-622	354	4	were	be	AUX
futech-622	354	5	generated	generate	VERB
futech-622	354	6	in	in	ADP
futech-622	354	7	less	less	ADJ
futech-622	354	8	than	than	ADP
futech-622	354	9	20	20	NUM
futech-622	354	10	minutes	minute	NOUN
futech-622	354	11	(	(	PUNCT
futech-622	354	12	figure	figure	NOUN
futech-622	354	13	4	4	NUM
futech-622	354	14	)	)	PUNCT
futech-622	354	15	,	,	PUNCT
futech-622	354	16	which	which	PRON
futech-622	354	17	is	be	AUX
futech-622	354	18	significantly	significantly	ADV
futech-622	354	19	less	less	ADJ
futech-622	354	20	time	time	NOUN
futech-622	354	21	than	than	SCONJ
futech-622	354	22	is	be	AUX
futech-622	354	23	typically	typically	ADV
futech-622	354	24	required	require	VERB
futech-622	354	25	for	for	ADP
futech-622	354	26	early	early	ADJ
futech-622	354	27	-	-	PUNCT
futech-622	354	28	stage	stage	NOUN
futech-622	354	29	ideation	ideation	NOUN
futech-622	354	30	.	.	PUNCT
futech-622	355	1	the	the	DET
futech-622	355	2	generated	generate	VERB
futech-622	355	3	concepts	concept	NOUN
futech-622	355	4	also	also	ADV
futech-622	355	5	showed	show	VERB
futech-622	355	6	strong	strong	ADJ
futech-622	355	7	performance	performance	NOUN
futech-622	355	8	in	in	ADP
futech-622	355	9	novelty	novelty	NOUN
futech-622	355	10	,	,	PUNCT
futech-622	355	11	feasibility	feasibility	NOUN
futech-622	355	12	,	,	PUNCT
futech-622	355	13	and	and	CCONJ
futech-622	355	14	usability	usability	NOUN
futech-622	355	15	,	,	PUNCT
futech-622	355	16	with	with	ADP
futech-622	355	17	two	two	NUM
futech-622	355	18	concepts	concept	NOUN
futech-622	355	19	(	(	PUNCT
futech-622	355	20	stretchable	stretchable	ADJ
futech-622	355	21	strap	strap	NOUN
futech-622	355	22	and	and	CCONJ
futech-622	355	23	skin	skin	NOUN
futech-622	355	24	-	-	PUNCT
futech-622	355	25	friendly	friendly	ADJ
futech-622	355	26	coating	coating	NOUN
futech-622	355	27	)	)	PUNCT
futech-622	355	28	showing	show	VERB
futech-622	355	29	the	the	DET
futech-622	355	30	highest	high	ADJ
futech-622	355	31	balance	balance	NOUN
futech-622	355	32	across	across	ADP
futech-622	355	33	criteria	criterion	NOUN
futech-622	355	34	(	(	PUNCT
futech-622	355	35	figure	figure	NOUN
futech-622	355	36	3	3	NUM
futech-622	355	37	,	,	PUNCT
futech-622	355	38	table	table	NOUN
futech-622	355	39	2	2	NUM
futech-622	355	40	)	)	PUNCT
futech-622	355	41	.	.	PUNCT
futech-622	356	1	the	the	DET
futech-622	356	2	triz	triz	PROPN
futech-622	356	3	influence	influence	NOUN
futech-622	356	4	visualization	visualization	NOUN
futech-622	356	5	(	(	PUNCT
futech-622	356	6	figure	figure	NOUN
futech-622	356	7	2	2	NUM
futech-622	356	8	)	)	PUNCT
futech-622	356	9	and	and	CCONJ
futech-622	356	10	correlation	correlation	NOUN
futech-622	356	11	analysis	analysis	NOUN
futech-622	356	12	(	(	PUNCT
futech-622	356	13	figure	figure	NOUN
futech-622	356	14	5	5	NUM
futech-622	356	15	)	)	PUNCT
futech-622	356	16	revealed	reveal	VERB
futech-622	356	17	further	further	ADJ
futech-622	356	18	insights	insight	NOUN
futech-622	356	19	into	into	ADP
futech-622	356	20	the	the	DET
futech-622	356	21	role	role	NOUN
futech-622	356	22	of	of	ADP
futech-622	356	23	inventive	inventive	ADJ
futech-622	356	24	principles	principle	NOUN
futech-622	356	25	in	in	ADP
futech-622	356	26	shaping	shape	VERB
futech-622	356	27	concept	concept	NOUN
futech-622	356	28	outcomes	outcome	NOUN
futech-622	356	29	and	and	CCONJ
futech-622	356	30	the	the	DET
futech-622	356	31	interrelationships	interrelationship	NOUN
futech-622	356	32	among	among	ADP
futech-622	356	33	evaluation	evaluation	NOUN
futech-622	356	34	metrics	metric	NOUN
futech-622	356	35	.	.	PUNCT
futech-622	357	1	despite	despite	SCONJ
futech-622	357	2	the	the	DET
futech-622	357	3	promising	promising	ADJ
futech-622	357	4	results	result	NOUN
futech-622	357	5	,	,	PUNCT
futech-622	357	6	a	a	DET
futech-622	357	7	number	number	NOUN
futech-622	357	8	of	of	ADP
futech-622	357	9	limitations	limitation	NOUN
futech-622	357	10	need	need	VERB
futech-622	357	11	to	to	PART
futech-622	357	12	be	be	AUX
futech-622	357	13	recognised	recognise	VERB
futech-622	357	14	.	.	PUNCT
futech-622	358	1	the	the	DET
futech-622	358	2	quality	quality	NOUN
futech-622	358	3	of	of	ADP
futech-622	358	4	extracted	extract	VERB
futech-622	358	5	insights	insight	NOUN
futech-622	358	6	remains	remain	VERB
futech-622	358	7	bound	bind	VERB
futech-622	358	8	to	to	ADP
futech-622	358	9	the	the	DET
futech-622	358	10	clarity	clarity	NOUN
futech-622	358	11	and	and	CCONJ
futech-622	358	12	consistency	consistency	NOUN
futech-622	358	13	of	of	ADP
futech-622	358	14	user	user	NOUN
futech-622	358	15	-	-	PUNCT
futech-622	358	16	generated	generate	VERB
futech-622	358	17	text	text	NOUN
futech-622	358	18	,	,	PUNCT
futech-622	358	19	and	and	CCONJ
futech-622	358	20	domain	domain	NOUN
futech-622	358	21	-	-	PUNCT
futech-622	358	22	specific	specific	ADJ
futech-622	358	23	language	language	NOUN
futech-622	358	24	may	may	AUX
futech-622	358	25	pose	pose	VERB
futech-622	358	26	a	a	DET
futech-622	358	27	challenge	challenge	NOUN
futech-622	358	28	for	for	ADP
futech-622	358	29	existing	exist	VERB
futech-622	358	30	nlp	nlp	NOUN
futech-622	358	31	techniques	technique	NOUN
futech-622	358	32	.	.	PUNCT
futech-622	359	1	ontology	ontology	NOUN
futech-622	359	2	scalability	scalability	NOUN
futech-622	359	3	also	also	ADV
futech-622	359	4	raises	raise	VERB
futech-622	359	5	long	long	ADJ
futech-622	359	6	-	-	PUNCT
futech-622	359	7	term	term	NOUN
futech-622	359	8	smk	smk	NOUN
futech-622	359	9	.	.	PUNCT
futech-622	360	1	ganesh	ganesh	PROPN
futech-622	360	2	et	et	PROPN
futech-622	360	3	al	al	PROPN
futech-622	360	4	.	.	PROPN
futech-622	360	5	/future	/future	PUNCT
futech-622	360	6	technology	technology	PROPN
futech-622	360	7	february	february	PROPN
futech-622	360	8	2026|	2026|	NUM
futech-622	360	9	volume	volume	NOUN
futech-622	360	10	05	05	NUM
futech-622	361	1	|	|	ADV
futech-622	361	2	issue	issue	NOUN
futech-622	361	3	01	01	NUM
futech-622	362	1	|	|	ADV
futech-622	362	2	pages	page	NOUN
futech-622	362	3	278	278	NUM
futech-622	362	4	-	-	SYM
futech-622	362	5	289	289	NUM
futech-622	362	6	288	288	NUM
futech-622	362	7	maintenance	maintenance	NOUN
futech-622	362	8	issues	issue	NOUN
futech-622	362	9	as	as	SCONJ
futech-622	362	10	the	the	DET
futech-622	362	11	knowledge	knowledge	NOUN
futech-622	362	12	base	base	NOUN
futech-622	362	13	grows	grow	VERB
futech-622	362	14	in	in	ADP
futech-622	362	15	size	size	NOUN
futech-622	362	16	and	and	CCONJ
futech-622	362	17	complexity	complexity	NOUN
futech-622	362	18	.	.	PUNCT
futech-622	363	1	these	these	DET
futech-622	363	2	limitations	limitation	NOUN
futech-622	363	3	,	,	PUNCT
futech-622	363	4	therefore	therefore	ADV
futech-622	363	5	,	,	PUNCT
futech-622	363	6	reflect	reflect	VERB
futech-622	363	7	opportunities	opportunity	NOUN
futech-622	363	8	for	for	ADP
futech-622	363	9	refinement	refinement	NOUN
futech-622	363	10	through	through	ADP
futech-622	363	11	better	well	ADJ
futech-622	363	12	domain	domain	NOUN
futech-622	363	13	adaptation	adaptation	NOUN
futech-622	363	14	,	,	PUNCT
futech-622	363	15	automatic	automatic	ADJ
futech-622	363	16	ontology	ontology	NOUN
futech-622	363	17	evolution	evolution	NOUN
futech-622	363	18	,	,	PUNCT
futech-622	363	19	and	and	CCONJ
futech-622	363	20	improved	improve	VERB
futech-622	363	21	contradiction	contradiction	NOUN
futech-622	363	22	interpretation	interpretation	NOUN
futech-622	363	23	.	.	PUNCT
futech-622	364	1	in	in	ADP
futech-622	364	2	future	future	ADJ
futech-622	364	3	work	work	NOUN
futech-622	364	4	,	,	PUNCT
futech-622	364	5	the	the	DET
futech-622	364	6	applicability	applicability	NOUN
futech-622	364	7	of	of	ADP
futech-622	364	8	the	the	DET
futech-622	364	9	framework	framework	NOUN
futech-622	364	10	to	to	ADP
futech-622	364	11	different	different	ADJ
futech-622	364	12	product	product	NOUN
futech-622	364	13	categories	category	NOUN
futech-622	364	14	and	and	CCONJ
futech-622	364	15	design	design	NOUN
futech-622	364	16	situations	situation	NOUN
futech-622	364	17	will	will	AUX
futech-622	364	18	be	be	AUX
futech-622	364	19	expanded	expand	VERB
futech-622	364	20	.	.	PUNCT
futech-622	365	1	incorporating	incorporate	VERB
futech-622	365	2	multilingual	multilingual	ADJ
futech-622	365	3	data	datum	NOUN
futech-622	365	4	sources	source	NOUN
futech-622	365	5	would	would	AUX
futech-622	365	6	increase	increase	VERB
futech-622	365	7	global	global	ADJ
futech-622	365	8	relevance	relevance	NOUN
futech-622	365	9	,	,	PUNCT
futech-622	365	10	while	while	SCONJ
futech-622	365	11	integrating	integrate	VERB
futech-622	365	12	generative	generative	ADJ
futech-622	365	13	ai	ai	PROPN
futech-622	365	14	models	model	NOUN
futech-622	365	15	,	,	PUNCT
futech-622	365	16	multimodal	multimodal	NOUN
futech-622	365	17	data	datum	NOUN
futech-622	365	18	inputs	input	NOUN
futech-622	365	19	,	,	PUNCT
futech-622	365	20	or	or	CCONJ
futech-622	365	21	digital	digital	ADJ
futech-622	365	22	twin	twin	ADJ
futech-622	365	23	simulations	simulation	NOUN
futech-622	365	24	could	could	AUX
futech-622	365	25	enable	enable	VERB
futech-622	365	26	richer	rich	ADJ
futech-622	365	27	,	,	PUNCT
futech-622	365	28	interactive	interactive	ADJ
futech-622	365	29	design	design	NOUN
futech-622	365	30	exploration	exploration	NOUN
futech-622	365	31	.	.	PUNCT
futech-622	366	1	testing	test	VERB
futech-622	366	2	the	the	DET
futech-622	366	3	framework	framework	NOUN
futech-622	366	4	on	on	ADP
futech-622	366	5	other	other	ADJ
futech-622	366	6	industries	industry	NOUN
futech-622	366	7	including	include	VERB
futech-622	366	8	industrial	industrial	ADJ
futech-622	366	9	equipment	equipment	NOUN
futech-622	366	10	,	,	PUNCT
futech-622	366	11	consumer	consumer	NOUN
futech-622	366	12	appliances	appliance	NOUN
futech-622	366	13	,	,	PUNCT
futech-622	366	14	and	and	CCONJ
futech-622	366	15	assistive	assistive	ADJ
futech-622	366	16	technologies	technology	NOUN
futech-622	366	17	will	will	AUX
futech-622	366	18	further	far	ADV
futech-622	366	19	validate	validate	VERB
futech-622	366	20	the	the	DET
futech-622	366	21	robustness	robustness	NOUN
futech-622	366	22	and	and	CCONJ
futech-622	366	23	generalizability	generalizability	NOUN
futech-622	366	24	of	of	ADP
futech-622	366	25	the	the	DET
futech-622	366	26	framework	framework	NOUN
futech-622	366	27	.	.	PUNCT
futech-622	367	1	overall	overall	ADV
futech-622	367	2	,	,	PUNCT
futech-622	367	3	this	this	DET
futech-622	367	4	study	study	NOUN
futech-622	367	5	advances	advance	VERB
futech-622	367	6	the	the	DET
futech-622	367	7	development	development	NOUN
futech-622	367	8	of	of	ADP
futech-622	367	9	systematic	systematic	ADJ
futech-622	367	10	innovation	innovation	NOUN
futech-622	367	11	by	by	ADP
futech-622	367	12	demonstrating	demonstrate	VERB
futech-622	367	13	that	that	SCONJ
futech-622	367	14	the	the	DET
futech-622	367	15	outputs	output	NOUN
futech-622	367	16	of	of	ADP
futech-622	367	17	data	data	NOUN
futech-622	367	18	-	-	PUNCT
futech-622	367	19	driven	drive	VERB
futech-622	367	20	intelligence	intelligence	NOUN
futech-622	367	21	,	,	PUNCT
futech-622	367	22	semantic	semantic	ADJ
futech-622	367	23	knowledge	knowledge	NOUN
futech-622	367	24	representation	representation	NOUN
futech-622	367	25	,	,	PUNCT
futech-622	367	26	and	and	CCONJ
futech-622	367	27	triz	triz	PROPN
futech-622	367	28	-	-	PUNCT
futech-622	367	29	based	base	VERB
futech-622	367	30	reasoning	reasoning	NOUN
futech-622	367	31	can	can	AUX
futech-622	367	32	be	be	AUX
futech-622	367	33	integrated	integrate	VERB
futech-622	367	34	into	into	ADP
futech-622	367	35	a	a	DET
futech-622	367	36	coherent	coherent	ADJ
futech-622	367	37	cai	cai	NOUN
futech-622	367	38	system	system	NOUN
futech-622	367	39	.	.	PUNCT
futech-622	368	1	the	the	DET
futech-622	368	2	results	result	NOUN
futech-622	368	3	show	show	VERB
futech-622	368	4	that	that	SCONJ
futech-622	368	5	the	the	DET
futech-622	368	6	potential	potential	NOUN
futech-622	368	7	of	of	ADP
futech-622	368	8	such	such	ADJ
futech-622	368	9	hybrid	hybrid	ADJ
futech-622	368	10	approaches	approach	NOUN
futech-622	368	11	for	for	ADP
futech-622	368	12	early	early	ADJ
futech-622	368	13	-	-	PUNCT
futech-622	368	14	stage	stage	NOUN
futech-622	368	15	design	design	NOUN
futech-622	368	16	is	be	AUX
futech-622	368	17	strong	strong	ADJ
futech-622	368	18	,	,	PUNCT
futech-622	368	19	as	as	SCONJ
futech-622	368	20	it	it	PRON
futech-622	368	21	could	could	AUX
futech-622	368	22	transform	transform	VERB
futech-622	368	23	the	the	DET
futech-622	368	24	current	current	ADJ
futech-622	368	25	design	design	NOUN
futech-622	368	26	process	process	NOUN
futech-622	368	27	from	from	ADP
futech-622	368	28	a	a	DET
futech-622	368	29	time	time	NOUN
futech-622	368	30	-	-	PUNCT
futech-622	368	31	consuming	consume	VERB
futech-622	368	32	,	,	PUNCT
futech-622	368	33	often	often	ADV
futech-622	368	34	uninformed	uninformed	ADJ
futech-622	368	35	,	,	PUNCT
futech-622	368	36	and	and	CCONJ
futech-622	368	37	essentially	essentially	ADV
futech-622	368	38	guesswork	guesswork	ADJ
futech-622	368	39	process	process	NOUN
futech-622	368	40	into	into	ADP
futech-622	368	41	a	a	DET
futech-622	368	42	more	more	ADV
futech-622	368	43	informed	informed	ADJ
futech-622	368	44	,	,	PUNCT
futech-622	368	45	faster	fast	ADV
futech-622	368	46	,	,	PUNCT
futech-622	368	47	and	and	CCONJ
futech-622	368	48	more	more	ADJ
futech-622	368	49	user	user	NOUN
futech-622	368	50	-	-	PUNCT
futech-622	368	51	centred	centre	VERB
futech-622	368	52	process	process	NOUN
futech-622	368	53	.	.	PUNCT
futech-622	369	1	ethical	ethical	ADJ
futech-622	369	2	issue	issue	NOUN
futech-622	369	3	the	the	DET
futech-622	369	4	authors	author	NOUN
futech-622	369	5	are	be	AUX
futech-622	369	6	aware	aware	ADJ
futech-622	369	7	of	of	ADP
futech-622	369	8	and	and	CCONJ
futech-622	369	9	comply	comply	ADJ
futech-622	369	10	with	with	ADP
futech-622	369	11	best	good	ADJ
futech-622	369	12	practices	practice	NOUN
futech-622	369	13	in	in	ADP
futech-622	369	14	publication	publication	NOUN
futech-622	369	15	ethics	ethic	NOUN
futech-622	369	16	,	,	PUNCT
futech-622	369	17	specifically	specifically	ADV
futech-622	369	18	regarding	regard	VERB
futech-622	369	19	authorship	authorship	NOUN
futech-622	369	20	(	(	PUNCT
futech-622	369	21	avoidance	avoidance	NOUN
futech-622	369	22	of	of	ADP
futech-622	369	23	guest	guest	NOUN
futech-622	369	24	authorship	authorship	NOUN
futech-622	369	25	)	)	PUNCT
futech-622	369	26	,	,	PUNCT
futech-622	369	27	dual	dual	ADJ
futech-622	369	28	submission	submission	NOUN
futech-622	369	29	,	,	PUNCT
futech-622	369	30	manipulation	manipulation	NOUN
futech-622	369	31	of	of	ADP
futech-622	369	32	figures	figure	NOUN
futech-622	369	33	,	,	PUNCT
futech-622	369	34	competing	compete	VERB
futech-622	369	35	interests	interest	NOUN
futech-622	369	36	,	,	PUNCT
futech-622	369	37	and	and	CCONJ
futech-622	369	38	compliance	compliance	NOUN
futech-622	369	39	with	with	ADP
futech-622	369	40	research	research	NOUN
futech-622	369	41	ethics	ethic	NOUN
futech-622	369	42	policies	policy	NOUN
futech-622	369	43	.	.	PUNCT
futech-622	370	1	the	the	DET
futech-622	370	2	authors	author	NOUN
futech-622	370	3	adhere	adhere	VERB
futech-622	370	4	to	to	ADP
futech-622	370	5	publication	publication	NOUN
futech-622	370	6	requirements	requirement	NOUN
futech-622	370	7	that	that	SCONJ
futech-622	370	8	the	the	DET
futech-622	370	9	submitted	submit	VERB
futech-622	370	10	work	work	NOUN
futech-622	370	11	is	be	AUX
futech-622	370	12	original	original	ADJ
futech-622	370	13	and	and	CCONJ
futech-622	370	14	has	have	AUX
futech-622	370	15	not	not	PART
futech-622	370	16	been	be	AUX
futech-622	370	17	published	publish	VERB
futech-622	370	18	elsewhere	elsewhere	ADV
futech-622	370	19	.	.	PUNCT
futech-622	371	1	data	datum	NOUN
futech-622	371	2	availability	availability	NOUN
futech-622	371	3	statement	statement	NOUN
futech-622	371	4	the	the	DET
futech-622	371	5	manuscript	manuscript	NOUN
futech-622	371	6	contains	contain	VERB
futech-622	371	7	all	all	DET
futech-622	371	8	the	the	DET
futech-622	371	9	data	datum	NOUN
futech-622	371	10	.	.	PUNCT
futech-622	372	1	however	however	ADV
futech-622	372	2	,	,	PUNCT
futech-622	372	3	more	more	ADJ
futech-622	372	4	data	datum	NOUN
futech-622	372	5	will	will	AUX
futech-622	372	6	be	be	AUX
futech-622	372	7	available	available	ADJ
futech-622	372	8	upon	upon	SCONJ
futech-622	372	9	request	request	NOUN
futech-622	372	10	from	from	ADP
futech-622	372	11	the	the	DET
futech-622	372	12	authors	author	NOUN
futech-622	372	13	.	.	PUNCT
futech-622	373	1	conflict	conflict	NOUN
futech-622	373	2	of	of	ADP
futech-622	373	3	interest	interest	NOUN
futech-622	373	4	the	the	DET
futech-622	373	5	authors	author	NOUN
futech-622	373	6	declare	declare	VERB
futech-622	373	7	no	no	DET
futech-622	373	8	potential	potential	ADJ
futech-622	373	9	conflict	conflict	NOUN
futech-622	373	10	of	of	ADP
futech-622	373	11	interest	interest	NOUN
futech-622	373	12	.	.	PUNCT
futech-622	374	1	references	reference	NOUN
futech-622	374	2	[	[	X
futech-622	374	3	1	1	NUM
futech-622	374	4	]	]	PUNCT
futech-622	374	5	r.	r.	PROPN
futech-622	374	6	du	du	PROPN
futech-622	374	7	,	,	PUNCT
futech-622	374	8	j.	j.	PROPN
futech-622	374	9	sun	sun	PROPN
futech-622	374	10	,	,	PUNCT
futech-622	374	11	r.	r.	PROPN
futech-622	374	12	miao	miao	PROPN
futech-622	374	13	,	,	PUNCT
futech-622	374	14	and	and	CCONJ
futech-622	374	15	d.	d.	PROPN
futech-622	374	16	zhang	zhang	PROPN
futech-622	374	17	,	,	PUNCT
futech-622	374	18	"	"	PUNCT
futech-622	374	19	ai	ai	VERB
futech-622	374	20	-	-	PUNCT
futech-622	374	21	aided	aid	VERB
futech-622	374	22	resource	resource	NOUN
futech-622	374	23	mining	mining	NOUN
futech-622	374	24	method	method	NOUN
futech-622	374	25	for	for	ADP
futech-622	374	26	idealization	idealization	NOUN
futech-622	374	27	-	-	PUNCT
futech-622	374	28	driven	drive	VERB
futech-622	374	29	product	product	NOUN
futech-622	374	30	innovation	innovation	NOUN
futech-622	374	31	,	,	PUNCT
futech-622	374	32	"	"	PUNCT
futech-622	374	33	in	in	ADP
futech-622	374	34	proc	proc	NOUN
futech-622	374	35	.	.	PUNCT
futech-622	375	1	int	int	NOUN
futech-622	375	2	.	.	PUNCT
futech-622	376	1	triz	triz	PROPN
futech-622	376	2	future	future	ADJ
futech-622	376	3	conf	conf	NOUN
futech-622	376	4	.	.	PUNCT
futech-622	376	5	,	,	PUNCT
futech-622	376	6	cham	cham	PROPN
futech-622	376	7	,	,	PUNCT
futech-622	376	8	switzerland	switzerland	PROPN
futech-622	376	9	:	:	PUNCT
futech-622	376	10	springer	springer	NOUN
futech-622	376	11	nature	nature	NOUN
futech-622	376	12	,	,	PUNCT
futech-622	376	13	oct	oct	PROPN
futech-622	376	14	.	.	PROPN
futech-622	376	15	2024	2024	NUM
futech-622	376	16	,	,	PUNCT
futech-622	376	17	pp	pp	ADV
futech-622	376	18	.	.	PUNCT
futech-622	377	1	147–164	147–164	NUM
futech-622	377	2	.	.	PUNCT
futech-622	378	1	[	[	X
futech-622	378	2	2	2	X
futech-622	378	3	]	]	PUNCT
futech-622	378	4	h.	h.	PROPN
futech-622	378	5	rong	rong	PROPN
futech-622	378	6	,	,	PUNCT
futech-622	378	7	w.	w.	PROPN
futech-622	378	8	liu	liu	PROPN
futech-622	378	9	,	,	PUNCT
futech-622	378	10	j.	j.	PROPN
futech-622	378	11	li	li	PROPN
futech-622	378	12	,	,	PUNCT
futech-622	378	13	and	and	CCONJ
futech-622	378	14	z.	z.	PROPN
futech-622	378	15	zhou	zhou	PROPN
futech-622	378	16	,	,	PUNCT
futech-622	378	17	"	"	PUNCT
futech-622	378	18	product	product	NOUN
futech-622	378	19	innovation	innovation	NOUN
futech-622	378	20	design	design	NOUN
futech-622	378	21	process	process	NOUN
futech-622	378	22	combined	combine	VERB
futech-622	378	23	kano	kano	PROPN
futech-622	378	24	and	and	CCONJ
futech-622	378	25	triz	triz	PROPN
futech-622	378	26	with	with	ADP
futech-622	378	27	ad	ad	NOUN
futech-622	378	28	:	:	PUNCT
futech-622	378	29	case	case	NOUN
futech-622	378	30	study	study	NOUN
futech-622	378	31	,	,	PUNCT
futech-622	378	32	"	"	PUNCT
futech-622	378	33	plos	plos	PROPN
futech-622	378	34	one	one	NUM
futech-622	378	35	,	,	PUNCT
futech-622	378	36	vol	vol	NOUN
futech-622	378	37	.	.	PROPN
futech-622	378	38	19	19	NUM
futech-622	378	39	,	,	PUNCT
futech-622	378	40	no	no	INTJ
futech-622	378	41	.	.	NOUN
futech-622	378	42	3	3	NUM
futech-622	378	43	,	,	PUNCT
futech-622	378	44	p.	p.	NOUN
futech-622	378	45	e0296980	e0296980	NOUN
futech-622	378	46	,	,	PUNCT
futech-622	378	47	2024	2024	NUM
futech-622	378	48	.	.	PUNCT
futech-622	379	1	[	[	X
futech-622	379	2	3	3	X
futech-622	379	3	]	]	X
futech-622	379	4	o.	o.	NOUN
futech-622	379	5	abramov	abramov	PROPN
futech-622	379	6	,	,	PUNCT
futech-622	379	7	"	"	PUNCT
futech-622	379	8	use	use	NOUN
futech-622	379	9	of	of	ADP
futech-622	379	10	ai	ai	NOUN
futech-622	379	11	in	in	ADP
futech-622	379	12	the	the	DET
futech-622	379	13	triz	triz	PROPN
futech-622	379	14	innovation	innovation	NOUN
futech-622	379	15	process	process	NOUN
futech-622	379	16	:	:	PUNCT
futech-622	379	17	a	a	DET
futech-622	379	18	tese	tese	PROPN
futech-622	379	19	-	-	PUNCT
futech-622	379	20	based	base	VERB
futech-622	379	21	forecast	forecast	NOUN
futech-622	379	22	,	,	PUNCT
futech-622	379	23	"	"	PUNCT
futech-622	379	24	in	in	ADP
futech-622	379	25	proc	proc	NOUN
futech-622	379	26	.	.	PUNCT
futech-622	380	1	int	int	NOUN
futech-622	380	2	.	.	PUNCT
futech-622	381	1	triz	triz	PROPN
futech-622	381	2	future	future	ADJ
futech-622	381	3	conf	conf	NOUN
futech-622	381	4	.	.	PUNCT
futech-622	381	5	,	,	PUNCT
futech-622	381	6	cham	cham	PROPN
futech-622	381	7	,	,	PUNCT
futech-622	381	8	switzerland	switzerland	PROPN
futech-622	381	9	:	:	PUNCT
futech-622	381	10	springer	springer	NOUN
futech-622	381	11	nature	nature	NOUN
futech-622	381	12	,	,	PUNCT
futech-622	381	13	oct	oct	PROPN
futech-622	381	14	.	.	PROPN
futech-622	381	15	2024	2024	NUM
futech-622	381	16	,	,	PUNCT
futech-622	381	17	pp	pp	ADP
futech-622	381	18	.	.	PUNCT
futech-622	382	1	165–174	165–174	NUM
futech-622	382	2	.	.	PUNCT
futech-622	383	1	[	[	X
futech-622	383	2	4	4	NUM
futech-622	383	3	]	]	PUNCT
futech-622	383	4	m.	m.	NOUN
futech-622	383	5	iuga	iuga	PROPN
futech-622	383	6	and	and	CCONJ
futech-622	383	7	s.	s.	PROPN
futech-622	383	8	brad	brad	PROPN
futech-622	383	9	,	,	PUNCT
futech-622	383	10	"	"	PUNCT
futech-622	383	11	integrating	integrate	VERB
futech-622	383	12	generative	generative	NOUN
futech-622	383	13	ai	ai	VERB
futech-622	383	14	with	with	ADP
futech-622	383	15	triz	triz	PROPN
futech-622	383	16	for	for	ADP
futech-622	383	17	evolutionary	evolutionary	ADJ
futech-622	383	18	product	product	NOUN
futech-622	383	19	design	design	NOUN
futech-622	383	20	,	,	PUNCT
futech-622	383	21	"	"	PUNCT
futech-622	383	22	in	in	ADP
futech-622	383	23	proc	proc	NOUN
futech-622	383	24	.	.	PUNCT
futech-622	384	1	int	int	NOUN
futech-622	384	2	.	.	PUNCT
futech-622	385	1	triz	triz	PROPN
futech-622	385	2	future	future	ADJ
futech-622	385	3	conf	conf	NOUN
futech-622	385	4	.	.	PUNCT
futech-622	385	5	,	,	PUNCT
futech-622	385	6	cham	cham	PROPN
futech-622	385	7	,	,	PUNCT
futech-622	385	8	switzerland	switzerland	PROPN
futech-622	385	9	:	:	PUNCT
futech-622	385	10	springer	springer	NOUN
futech-622	385	11	nature	nature	NOUN
futech-622	385	12	,	,	PUNCT
futech-622	385	13	oct	oct	PROPN
futech-622	385	14	.	.	PROPN
futech-622	385	15	2024	2024	NUM
futech-622	385	16	,	,	PUNCT
futech-622	385	17	pp	pp	ADV
futech-622	385	18	.	.	PUNCT
futech-622	386	1	32–49	32–49	NUM
futech-622	386	2	.	.	PUNCT
futech-622	387	1	[	[	X
futech-622	387	2	5	5	NUM
futech-622	387	3	]	]	PUNCT
futech-622	387	4	a.	a.	PROPN
futech-622	387	5	r.	r.	PROPN
futech-622	387	6	durmaz	durmaz	PROPN
futech-622	387	7	et	et	PROPN
futech-622	387	8	al	al	PROPN
futech-622	387	9	.	.	PROPN
futech-622	387	10	,	,	PUNCT
futech-622	387	11	"	"	PUNCT
futech-622	387	12	materiominer	materiominer	NOUN
futech-622	387	13	--	--	PUNCT
futech-622	387	14	an	an	DET
futech-622	387	15	ontologybased	ontologybased	ADJ
futech-622	387	16	text	text	NOUN
futech-622	387	17	mining	mining	NOUN
futech-622	387	18	dataset	dataset	NOUN
futech-622	387	19	for	for	ADP
futech-622	387	20	extraction	extraction	NOUN
futech-622	387	21	of	of	ADP
futech-622	387	22	processstructure	processstructure	NOUN
futech-622	387	23	-	-	PUNCT
futech-622	387	24	property	property	NOUN
futech-622	387	25	entities	entity	NOUN
futech-622	387	26	,	,	PUNCT
futech-622	387	27	"	"	PUNCT
futech-622	387	28	arxiv:2408.0	arxiv:2408.0	PROPN
futech-622	387	29	,	,	PUNCT
futech-622	387	30	2024	2024	NUM
futech-622	387	31	.	.	PUNCT
futech-622	388	1	[	[	X
futech-622	388	2	6	6	NUM
futech-622	388	3	]	]	PUNCT
futech-622	388	4	z.	z.	PROPN
futech-622	388	5	wang	wang	PROPN
futech-622	388	6	et	et	PROPN
futech-622	388	7	al	al	PROPN
futech-622	388	8	.	.	PROPN
futech-622	388	9	,	,	PUNCT
futech-622	388	10	"	"	PUNCT
futech-622	388	11	a	a	DET
futech-622	388	12	new	new	ADJ
futech-622	388	13	multifractal	multifractal	ADV
futech-622	388	14	-	-	PUNCT
futech-622	388	15	based	base	VERB
futech-622	388	16	deep	deep	ADJ
futech-622	388	17	learning	learning	NOUN
futech-622	388	18	model	model	NOUN
futech-622	388	19	for	for	ADP
futech-622	388	20	text	text	NOUN
futech-622	388	21	mining	mining	NOUN
futech-622	388	22	,	,	PUNCT
futech-622	388	23	"	"	PUNCT
futech-622	388	24	inf	inf	PROPN
futech-622	388	25	.	.	PROPN
futech-622	388	26	process	process	NOUN
futech-622	388	27	.	.	PUNCT
futech-622	389	1	manag	manag	PROPN
futech-622	389	2	.	.	PROPN
futech-622	389	3	,	,	PUNCT
futech-622	389	4	vol	vol	NOUN
futech-622	389	5	.	.	PROPN
futech-622	389	6	61	61	NUM
futech-622	389	7	,	,	PUNCT
futech-622	389	8	no	no	INTJ
futech-622	389	9	.	.	NOUN
futech-622	389	10	1	1	NUM
futech-622	389	11	,	,	PUNCT
futech-622	389	12	p.	p.	NOUN
futech-622	389	13	103561	103561	NUM
futech-622	389	14	,	,	PUNCT
futech-622	389	15	2024	2024	NUM
futech-622	389	16	.	.	PUNCT
futech-622	390	1	[	[	X
futech-622	390	2	7	7	X
futech-622	390	3	]	]	X
futech-622	390	4	u.	u.	PROPN
futech-622	390	5	f.	f.	PROPN
futech-622	390	6	dimlo	dimlo	PROPN
futech-622	390	7	,	,	PUNCT
futech-622	390	8	v.	v.	CCONJ
futech-622	390	9	rupesh	rupesh	NOUN
futech-622	390	10	,	,	PUNCT
futech-622	390	11	and	and	CCONJ
futech-622	390	12	y.	y.	PROPN
futech-622	390	13	raju	raju	PROPN
futech-622	390	14	,	,	PUNCT
futech-622	390	15	"	"	PUNCT
futech-622	390	16	the	the	DET
futech-622	390	17	dynamics	dynamic	NOUN
futech-622	390	18	of	of	ADP
futech-622	390	19	natural	natural	ADJ
futech-622	390	20	language	language	NOUN
futech-622	390	21	processing	processing	NOUN
futech-622	390	22	and	and	CCONJ
futech-622	390	23	text	text	NOUN
futech-622	390	24	mining	mining	NOUN
futech-622	390	25	under	under	ADP
futech-622	390	26	emerging	emerge	VERB
futech-622	390	27	artificial	artificial	ADJ
futech-622	390	28	intelligence	intelligence	NOUN
futech-622	390	29	techniques	technique	NOUN
futech-622	390	30	,	,	PUNCT
futech-622	390	31	"	"	PUNCT
futech-622	390	32	int	int	NOUN
futech-622	390	33	.	.	PUNCT
futech-622	391	1	j.	j.	PROPN
futech-622	391	2	syst	syst	PROPN
futech-622	391	3	.	.	PUNCT
futech-622	392	1	assur	assur	PROPN
futech-622	392	2	.	.	PUNCT
futech-622	393	1	eng	eng	PROPN
futech-622	393	2	.	.	PROPN
futech-622	394	1	manag	manag	PROPN
futech-622	394	2	.	.	PROPN
futech-622	394	3	,	,	PUNCT
futech-622	394	4	vol	vol	NOUN
futech-622	394	5	.	.	PROPN
futech-622	394	6	15	15	NUM
futech-622	394	7	,	,	PUNCT
futech-622	394	8	no	no	INTJ
futech-622	394	9	.	.	NOUN
futech-622	394	10	9	9	NUM
futech-622	394	11	,	,	PUNCT
futech-622	394	12	pp	pp	ADJ
futech-622	394	13	.	.	PUNCT
futech-622	395	1	4512	4512	NUM
futech-622	395	2	–	–	PUNCT
futech-622	395	3	4526	4526	NUM
futech-622	395	4	,	,	PUNCT
futech-622	395	5	2024	2024	NUM
futech-622	395	6	.	.	PUNCT
futech-622	396	1	[	[	X
futech-622	396	2	8	8	NUM
futech-622	396	3	]	]	X
futech-622	396	4	ayele	ayele	PROPN
futech-622	396	5	,	,	PUNCT
futech-622	396	6	workneh	workneh	PROPN
futech-622	396	7	y.	y.	NOUN
futech-622	396	8	,	,	PUNCT
futech-622	396	9	and	and	CCONJ
futech-622	396	10	gustaf	gustaf	PROPN
futech-622	396	11	juell	juell	PROPN
futech-622	396	12	-	-	PUNCT
futech-622	396	13	skielse	skielse	NOUN
futech-622	396	14	.	.	PUNCT
futech-622	397	1	"	"	PUNCT
futech-622	397	2	a	a	DET
futech-622	397	3	systematic	systematic	ADJ
futech-622	397	4	literature	literature	NOUN
futech-622	397	5	review	review	NOUN
futech-622	397	6	about	about	ADP
futech-622	397	7	idea	idea	NOUN
futech-622	397	8	mining	mining	NOUN
futech-622	397	9	:	:	PUNCT
futech-622	397	10	the	the	DET
futech-622	397	11	use	use	NOUN
futech-622	397	12	of	of	ADP
futech-622	397	13	machine	machine	NOUN
futech-622	397	14	-	-	PUNCT
futech-622	397	15	driven	drive	VERB
futech-622	397	16	analytics	analytic	NOUN
futech-622	397	17	to	to	PART
futech-622	397	18	generate	generate	VERB
futech-622	397	19	ideas	idea	NOUN
futech-622	397	20	.	.	PUNCT
futech-622	397	21	"	"	PUNCT
futech-622	398	1	arxiv	arxiv	PROPN
futech-622	398	2	preprint	preprint	NOUN
futech-622	398	3	arxiv:2202.12826	arxiv:2202.12826	PROPN
futech-622	398	4	(	(	PUNCT
futech-622	398	5	2022	2022	NUM
futech-622	398	6	)	)	PUNCT
futech-622	398	7	.	.	PUNCT
futech-622	399	1	[	[	X
futech-622	399	2	9	9	NUM
futech-622	399	3	]	]	SYM
futech-622	399	4	ghidalia	ghidalia	NOUN
futech-622	399	5	,	,	PUNCT
futech-622	399	6	sarah	sarah	PROPN
futech-622	399	7	,	,	PUNCT
futech-622	399	8	et	et	PROPN
futech-622	399	9	al	al	PROPN
futech-622	399	10	.	.	PUNCT
futech-622	400	1	"	"	PUNCT
futech-622	400	2	combining	combine	VERB
futech-622	400	3	machine	machine	NOUN
futech-622	400	4	learning	learning	NOUN
futech-622	400	5	and	and	CCONJ
futech-622	400	6	ontology	ontology	NOUN
futech-622	400	7	:	:	PUNCT
futech-622	400	8	a	a	DET
futech-622	400	9	systematic	systematic	ADJ
futech-622	400	10	literature	literature	NOUN
futech-622	400	11	review	review	NOUN
futech-622	400	12	.	.	PUNCT
futech-622	400	13	"	"	PUNCT
futech-622	401	1	arxiv	arxiv	PROPN
futech-622	401	2	preprint	preprint	PROPN
futech-622	401	3	arxiv:2401.07744	arxiv:2401.07744	NOUN
futech-622	401	4	(	(	PUNCT
futech-622	401	5	2024	2024	NUM
futech-622	401	6	)	)	PUNCT
futech-622	401	7	.	.	PUNCT
futech-622	402	1	[	[	X
futech-622	402	2	10	10	NUM
futech-622	402	3	]	]	PUNCT
futech-622	402	4	l.	l.	PROPN
futech-622	402	5	chen	chen	PROPN
futech-622	402	6	et	et	PROPN
futech-622	402	7	al	al	PROPN
futech-622	402	8	.	.	PROPN
futech-622	402	9	,	,	PUNCT
futech-622	402	10	"	"	PUNCT
futech-622	402	11	an	an	DET
futech-622	402	12	artificial	artificial	ADJ
futech-622	402	13	intelligence	intelligence	NOUN
futech-622	402	14	approach	approach	NOUN
futech-622	402	15	for	for	ADP
futech-622	402	16	interpreting	interpret	VERB
futech-622	402	17	creative	creative	ADJ
futech-622	402	18	combinational	combinational	ADJ
futech-622	402	19	designs	design	NOUN
futech-622	402	20	,	,	PUNCT
futech-622	402	21	"	"	PUNCT
futech-622	402	22	j.	j.	PROPN
futech-622	402	23	eng	eng	PROPN
futech-622	402	24	.	.	PUNCT
futech-622	403	1	des	des	PROPN
futech-622	403	2	.	.	PROPN
futech-622	403	3	,	,	PUNCT
futech-622	403	4	vol	vol	NOUN
futech-622	403	5	.	.	PROPN
futech-622	404	1	36	36	NUM
futech-622	404	2	,	,	PUNCT
futech-622	404	3	no	no	INTJ
futech-622	404	4	.	.	PUNCT
futech-622	405	1	5–6	5–6	NUM
futech-622	405	2	,	,	PUNCT
futech-622	405	3	pp	pp	ADJ
futech-622	405	4	.	.	PUNCT
futech-622	406	1	920–947	920–947	NUM
futech-622	406	2	,	,	PUNCT
futech-622	406	3	2025	2025	NUM
futech-622	406	4	.	.	PUNCT
futech-622	407	1	[	[	X
futech-622	407	2	11	11	NUM
futech-622	407	3	]	]	PUNCT
futech-622	407	4	buehler	buehler	NOUN
futech-622	407	5	,	,	PUNCT
futech-622	407	6	markus	markus	PROPN
futech-622	407	7	j.	j.	PROPN
futech-622	407	8	"	"	PUNCT
futech-622	407	9	accelerating	accelerate	VERB
futech-622	407	10	scientific	scientific	ADJ
futech-622	407	11	discovery	discovery	NOUN
futech-622	407	12	with	with	ADP
futech-622	407	13	generative	generative	ADJ
futech-622	407	14	knowledge	knowledge	NOUN
futech-622	407	15	extraction	extraction	NOUN
futech-622	407	16	,	,	PUNCT
futech-622	407	17	graph	graph	NOUN
futech-622	407	18	-	-	PUNCT
futech-622	407	19	based	base	VERB
futech-622	407	20	representation	representation	NOUN
futech-622	407	21	,	,	PUNCT
futech-622	407	22	and	and	CCONJ
futech-622	407	23	multimodal	multimodal	ADJ
futech-622	407	24	intelligent	intelligent	ADJ
futech-622	407	25	graph	graph	NOUN
futech-622	407	26	reasoning	reasoning	NOUN
futech-622	407	27	.	.	PUNCT
futech-622	407	28	"	"	PUNCT
futech-622	408	1	machine	machine	NOUN
futech-622	408	2	learning	learning	NOUN
futech-622	408	3	:	:	PUNCT
futech-622	408	4	science	science	NOUN
futech-622	408	5	and	and	CCONJ
futech-622	408	6	technology	technology	NOUN
futech-622	408	7	5.3	5.3	NUM
futech-622	408	8	(	(	PUNCT
futech-622	408	9	2024	2024	NUM
futech-622	408	10	):	):	PUNCT
futech-622	408	11	035083	035083	NUM
futech-622	408	12	.	.	PUNCT
futech-622	409	1	[	[	X
futech-622	409	2	12	12	NUM
futech-622	409	3	]	]	X
futech-622	409	4	farrell	farrell	PROPN
futech-622	409	5	,	,	PUNCT
futech-622	409	6	maxwell	maxwell	PROPN
futech-622	409	7	j.	j.	PROPN
futech-622	409	8	,	,	PUNCT
futech-622	409	9	et	et	PROPN
futech-622	409	10	al	al	PROPN
futech-622	409	11	.	.	PUNCT
futech-622	410	1	"	"	PUNCT
futech-622	410	2	the	the	DET
futech-622	410	3	changing	change	VERB
futech-622	410	4	landscape	landscape	NOUN
futech-622	410	5	of	of	ADP
futech-622	410	6	text	text	NOUN
futech-622	410	7	mining	mining	NOUN
futech-622	410	8	:	:	PUNCT
futech-622	410	9	a	a	DET
futech-622	410	10	review	review	NOUN
futech-622	410	11	of	of	ADP
futech-622	410	12	approaches	approach	NOUN
futech-622	410	13	for	for	ADP
futech-622	410	14	ecology	ecology	NOUN
futech-622	410	15	and	and	CCONJ
futech-622	410	16	evolution	evolution	NOUN
futech-622	410	17	.	.	PUNCT
futech-622	410	18	"	"	PUNCT
futech-622	411	1	proceedings	proceeding	NOUN
futech-622	411	2	b	b	X
futech-622	411	3	291.2027	291.2027	NUM
futech-622	411	4	(	(	PUNCT
futech-622	411	5	2024	2024	NUM
futech-622	411	6	):	):	PUNCT
futech-622	411	7	20240423	20240423	NUM
futech-622	411	8	.	.	PUNCT
futech-622	412	1	[	[	X
futech-622	412	2	13	13	NUM
futech-622	412	3	]	]	X
futech-622	412	4	ghane	ghane	PROPN
futech-622	412	5	,	,	PUNCT
futech-622	412	6	mostafa	mostafa	PROPN
futech-622	412	7	,	,	PUNCT
futech-622	412	8	et	et	PROPN
futech-622	412	9	al	al	PROPN
futech-622	412	10	.	.	PUNCT
futech-622	413	1	"	"	PUNCT
futech-622	413	2	semantic	semantic	ADJ
futech-622	413	3	triz	triz	PROPN
futech-622	413	4	feasibility	feasibility	NOUN
futech-622	413	5	in	in	ADP
futech-622	413	6	technology	technology	NOUN
futech-622	413	7	development	development	NOUN
futech-622	413	8	,	,	PUNCT
futech-622	413	9	innovation	innovation	NOUN
futech-622	413	10	,	,	PUNCT
futech-622	413	11	and	and	CCONJ
futech-622	413	12	production	production	NOUN
futech-622	413	13	:	:	PUNCT
futech-622	413	14	a	a	DET
futech-622	413	15	systematic	systematic	ADJ
futech-622	413	16	review	review	NOUN
futech-622	413	17	.	.	PUNCT
futech-622	413	18	"	"	PUNCT
futech-622	413	19	heliyon	heliyon	VERB
futech-622	413	20	10.1	10.1	NUM
futech-622	413	21	(	(	PUNCT
futech-622	413	22	2024	2024	NUM
futech-622	413	23	)	)	PUNCT
futech-622	413	24	.	.	PUNCT
futech-622	414	1	doi	doi	NOUN
futech-622	414	2	:	:	PUNCT
futech-622	414	3	10.1016	10.1016	NUM
futech-622	414	4	/	/	SYM
futech-622	414	5	j.heliyon.2023.e23775	j.heliyon.2023.e23775	NOUN
futech-622	415	1	[	[	X
futech-622	415	2	14	14	NUM
futech-622	415	3	]	]	X
futech-622	415	4	bae	bae	NOUN
futech-622	415	5	,	,	PUNCT
futech-622	415	6	suyeon	suyeon	NOUN
futech-622	415	7	,	,	PUNCT
futech-622	415	8	mingyu	mingyu	NOUN
futech-622	415	9	jeon	jeon	PROPN
futech-622	415	10	,	,	PUNCT
futech-622	415	11	and	and	CCONJ
futech-622	415	12	hoi	hoi	PROPN
futech-622	415	13	ri	ri	PROPN
futech-622	415	14	moon	moon	PROPN
futech-622	415	15	.	.	PUNCT
futech-622	416	1	"	"	PUNCT
futech-622	416	2	text	text	NOUN
futech-622	416	3	mining	mining	NOUN
futech-622	416	4	in	in	ADP
futech-622	416	5	mof	mof	ADJ
futech-622	416	6	research	research	NOUN
futech-622	416	7	:	:	PUNCT
futech-622	416	8	from	from	ADP
futech-622	416	9	manual	manual	ADJ
futech-622	416	10	curation	curation	NOUN
futech-622	416	11	to	to	ADP
futech-622	416	12	large	large	ADJ
futech-622	416	13	language	language	NOUN
futech-622	416	14	model	model	NOUN
futech-622	416	15	-	-	PUNCT
futech-622	416	16	based	base	VERB
futech-622	416	17	automation	automation	NOUN
futech-622	416	18	.	.	PUNCT
futech-622	416	19	"	"	PUNCT
futech-622	417	1	chemical	chemical	ADJ
futech-622	417	2	communications	communication	NOUN
futech-622	417	3	2025	2025	NUM
futech-622	417	4	,	,	PUNCT
futech-622	417	5	61	61	NUM
futech-622	417	6	,	,	PUNCT
futech-622	417	7	11083	11083	NUM
futech-622	417	8	-	-	SYM
futech-622	417	9	11094	11094	NUM
futech-622	417	10	.	.	PUNCT
futech-622	418	1	doi	doi	NOUN
futech-622	418	2	:	:	PUNCT
futech-622	418	3	10.1039	10.1039	NUM
futech-622	418	4	/	/	SYM
futech-622	418	5	d5cc02511	d5cc02511	NOUN
futech-622	418	6	g	g	NOUN
futech-622	418	7	[	[	X
futech-622	418	8	15	15	NUM
futech-622	418	9	]	]	X
futech-622	418	10	liang	liang	PROPN
futech-622	418	11	,	,	PUNCT
futech-622	418	12	xinxin	xinxin	PROPN
futech-622	418	13	,	,	PUNCT
futech-622	418	14	et	et	PROPN
futech-622	418	15	al	al	PROPN
futech-622	418	16	.	.	PUNCT
futech-622	419	1	"	"	PUNCT
futech-622	419	2	a	a	DET
futech-622	419	3	survey	survey	NOUN
futech-622	419	4	of	of	ADP
futech-622	419	5	llm	llm	ADV
futech-622	419	6	-	-	ADJ
futech-622	419	7	augmented	augment	VERB
futech-622	419	8	knowledge	knowledge	NOUN
futech-622	419	9	graph	graph	NOUN
futech-622	419	10	construction	construction	NOUN
futech-622	419	11	and	and	CCONJ
futech-622	419	12	application	application	NOUN
futech-622	419	13	in	in	ADP
futech-622	419	14	complex	complex	ADJ
futech-622	419	15	product	product	NOUN
futech-622	419	16	design	design	NOUN
futech-622	419	17	.	.	PUNCT
futech-622	419	18	"	"	PUNCT
futech-622	420	1	procedia	procedia	PROPN
futech-622	420	2	cirp	cirp	NOUN
futech-622	420	3	128	128	NUM
futech-622	420	4	(	(	PUNCT
futech-622	420	5	2024	2024	NUM
futech-622	420	6	):	):	PUNCT
futech-622	420	7	870	870	NUM
futech-622	420	8	-	-	SYM
futech-622	420	9	875	875	NUM
futech-622	420	10	.	.	PUNCT
futech-622	421	1	[	[	X
futech-622	421	2	16	16	NUM
futech-622	421	3	]	]	SYM
futech-622	421	4	haridy	haridy	ADJ
futech-622	421	5	,	,	PUNCT
futech-622	421	6	shaimaa	shaimaa	ADJ
futech-622	421	7	,	,	PUNCT
futech-622	421	8	et	et	PROPN
futech-622	421	9	al	al	PROPN
futech-622	421	10	.	.	PUNCT
futech-622	422	1	"	"	PUNCT
futech-622	422	2	an	an	DET
futech-622	422	3	ontology	ontology	NOUN
futech-622	422	4	development	development	NOUN
futech-622	422	5	methodology	methodology	NOUN
futech-622	422	6	based	base	VERB
futech-622	422	7	on	on	ADP
futech-622	422	8	ontology	ontology	NOUN
futech-622	422	9	-	-	PUNCT
futech-622	422	10	driven	drive	VERB
futech-622	422	11	conceptual	conceptual	ADJ
futech-622	422	12	modeling	modeling	NOUN
futech-622	422	13	and	and	CCONJ
futech-622	422	14	natural	natural	ADJ
futech-622	422	15	language	language	NOUN
futech-622	422	16	processing	processing	NOUN
futech-622	422	17	:	:	PUNCT
futech-622	422	18	tourism	tourism	NOUN
futech-622	422	19	case	case	NOUN
futech-622	422	20	study	study	NOUN
futech-622	422	21	.	.	PUNCT
futech-622	422	22	"	"	PUNCT
futech-622	423	1	big	big	ADJ
futech-622	423	2	data	datum	NOUN
futech-622	423	3	and	and	CCONJ
futech-622	423	4	cognitive	cognitive	ADJ
futech-622	423	5	computing	compute	VERB
futech-622	423	6	7.2	7.2	NUM
futech-622	423	7	(	(	PUNCT
futech-622	423	8	2023	2023	NUM
futech-622	423	9	):	):	PUNCT
futech-622	423	10	101	101	NUM
futech-622	423	11	.	.	PUNCT
futech-622	424	1	[	[	X
futech-622	424	2	17	17	NUM
futech-622	424	3	]	]	X
futech-622	424	4	s.	s.	PROPN
futech-622	424	5	pan	pan	PROPN
futech-622	424	6	et	et	PROPN
futech-622	424	7	al	al	PROPN
futech-622	424	8	.	.	PROPN
futech-622	424	9	,	,	PUNCT
futech-622	424	10	"	"	PUNCT
futech-622	424	11	unifying	unify	VERB
futech-622	424	12	large	large	ADJ
futech-622	424	13	language	language	NOUN
futech-622	424	14	models	model	NOUN
futech-622	424	15	and	and	CCONJ
futech-622	424	16	knowledge	knowledge	NOUN
futech-622	424	17	graphs	graph	NOUN
futech-622	424	18	,	,	PUNCT
futech-622	424	19	"	"	PUNCT
futech-622	424	20	ieee	ieee	NOUN
futech-622	424	21	tkde	tkde	NOUN
futech-622	424	22	,	,	PUNCT
futech-622	424	23	vol	vol	NOUN
futech-622	424	24	.	.	PROPN
futech-622	425	1	36	36	NUM
futech-622	425	2	,	,	PUNCT
futech-622	425	3	no	no	INTJ
futech-622	425	4	.	.	NOUN
futech-622	425	5	7	7	NUM
futech-622	425	6	,	,	PUNCT
futech-622	425	7	pp	pp	ADJ
futech-622	425	8	.	.	PUNCT
futech-622	426	1	3580–3599	3580–3599	NUM
futech-622	426	2	,	,	PUNCT
futech-622	426	3	2024	2024	NUM
futech-622	426	4	.	.	PUNCT
futech-622	427	1	[	[	X
futech-622	427	2	18	18	NUM
futech-622	427	3	]	]	X
futech-622	427	4	mihindukulasooriya	mihindukulasooriya	PROPN
futech-622	427	5	,	,	PUNCT
futech-622	427	6	nandana	nandana	PROPN
futech-622	427	7	,	,	PUNCT
futech-622	427	8	et	et	PROPN
futech-622	427	9	al	al	PROPN
futech-622	427	10	.	.	PUNCT
futech-622	428	1	"	"	PUNCT
futech-622	428	2	text2kgbench	text2kgbench	ADJ
futech-622	428	3	:	:	PUNCT
futech-622	428	4	a	a	DET
futech-622	428	5	benchmark	benchmark	NOUN
futech-622	428	6	for	for	ADP
futech-622	428	7	ontology	ontology	NOUN
futech-622	428	8	-	-	PUNCT
futech-622	428	9	driven	drive	VERB
futech-622	428	10	knowledge	knowledge	NOUN
futech-622	428	11	graph	graph	NOUN
futech-622	428	12	generation	generation	NOUN
futech-622	428	13	from	from	ADP
futech-622	428	14	text	text	NOUN
futech-622	428	15	.	.	PUNCT
futech-622	428	16	"	"	PUNCT
futech-622	429	1	international	international	ADJ
futech-622	429	2	semantic	semantic	ADJ
futech-622	429	3	web	web	NOUN
futech-622	429	4	conference	conference	NOUN
futech-622	429	5	.	.	PUNCT
futech-622	430	1	cham	cham	PROPN
futech-622	430	2	:	:	PUNCT
futech-622	430	3	springer	springer	NOUN
futech-622	430	4	nature	nature	PROPN
futech-622	430	5	switzerland	switzerland	PROPN
futech-622	430	6	,	,	PUNCT
futech-622	430	7	2023.(pp	2023.(pp	NUM
futech-622	430	8	.	.	PUNCT
futech-622	431	1	247	247	NUM
futech-622	431	2	-	-	SYM
futech-622	431	3	265	265	NUM
futech-622	431	4	)	)	PUNCT
futech-622	431	5	.	.	PUNCT
futech-622	432	1	https://doi.org/10.1007/978-3031-47243-5_14	https://doi.org/10.1007/978-3031-47243-5_14	NOUN
futech-622	432	2	[	[	X
futech-622	432	3	19	19	NUM
futech-622	432	4	]	]	PUNCT
futech-622	432	5	l.	l.	PROPN
futech-622	432	6	zhong	zhong	PROPN
futech-622	432	7	et	et	PROPN
futech-622	432	8	al	al	PROPN
futech-622	432	9	.	.	PROPN
futech-622	432	10	,	,	PUNCT
futech-622	432	11	"	"	PUNCT
futech-622	432	12	a	a	DET
futech-622	432	13	comprehensive	comprehensive	ADJ
futech-622	432	14	survey	survey	NOUN
futech-622	432	15	on	on	ADP
futech-622	432	16	automatic	automatic	ADJ
futech-622	432	17	knowledge	knowledge	NOUN
futech-622	432	18	graph	graph	NOUN
futech-622	432	19	construction	construction	NOUN
futech-622	432	20	,	,	PUNCT
futech-622	432	21	"	"	PUNCT
futech-622	432	22	acm	acm	PROPN
futech-622	432	23	comput	comput	NOUN
futech-622	432	24	.	.	PUNCT
futech-622	433	1	surv	surv	PROPN
futech-622	433	2	.	.	PUNCT
futech-622	433	3	,	,	PUNCT
futech-622	433	4	vol	vol	NOUN
futech-622	433	5	.	.	PROPN
futech-622	434	1	56	56	NUM
futech-622	434	2	,	,	PUNCT
futech-622	434	3	no	no	INTJ
futech-622	434	4	.	.	NOUN
futech-622	434	5	4	4	NUM
futech-622	434	6	,	,	PUNCT
futech-622	434	7	pp	pp	ADJ
futech-622	434	8	.	.	PUNCT
futech-622	435	1	1–62	1–62	NOUN
futech-622	435	2	,	,	PUNCT
futech-622	435	3	2023	2023	NUM
futech-622	435	4	.	.	PUNCT
futech-622	436	1	[	[	X
futech-622	436	2	20	20	NUM
futech-622	436	3	]	]	PUNCT
futech-622	436	4	z.	z.	PROPN
futech-622	436	5	zhao	zhao	PROPN
futech-622	436	6	et	et	PROPN
futech-622	436	7	al	al	PROPN
futech-622	436	8	.	.	PROPN
futech-622	436	9	,	,	PUNCT
futech-622	436	10	"	"	PUNCT
futech-622	436	11	a	a	DET
futech-622	436	12	survey	survey	NOUN
futech-622	436	13	of	of	ADP
futech-622	436	14	knowledge	knowledge	NOUN
futech-622	436	15	graph	graph	NOUN
futech-622	436	16	construction	construction	NOUN
futech-622	436	17	using	use	VERB
futech-622	436	18	machine	machine	NOUN
futech-622	436	19	learning	learning	NOUN
futech-622	436	20	,	,	PUNCT
futech-622	436	21	"	"	PUNCT
futech-622	436	22	cmes	cme	NOUN
futech-622	436	23	,	,	PUNCT
futech-622	436	24	vol	vol	NOUN
futech-622	436	25	.	.	PROPN
futech-622	436	26	139	139	NUM
futech-622	436	27	,	,	PUNCT
futech-622	436	28	no	no	INTJ
futech-622	436	29	.	.	NOUN
futech-622	436	30	1	1	NUM
futech-622	436	31	,	,	PUNCT
futech-622	436	32	2024	2024	NUM
futech-622	436	33	.	.	PUNCT
futech-622	437	1	[	[	X
futech-622	437	2	21	21	NUM
futech-622	437	3	]	]	PUNCT
futech-622	437	4	l.	l.	PROPN
futech-622	437	5	feng	feng	PROPN
futech-622	437	6	,	,	PUNCT
futech-622	437	7	y.	y.	PROPN
futech-622	437	8	niu	niu	PROPN
futech-622	437	9	,	,	PUNCT
futech-622	437	10	and	and	CCONJ
futech-622	437	11	j.	j.	PROPN
futech-622	437	12	wang	wang	PROPN
futech-622	437	13	,	,	PUNCT
futech-622	437	14	"	"	PUNCT
futech-622	437	15	development	development	NOUN
futech-622	437	16	of	of	ADP
futech-622	437	17	morphology	morphology	NOUN
futech-622	437	18	analysis	analysis	NOUN
futech-622	437	19	-	-	PUNCT
futech-622	437	20	based	base	VERB
futech-622	437	21	technology	technology	NOUN
futech-622	437	22	roadmap	roadmap	NOUN
futech-622	437	23	…	…	PUNCT
futech-622	437	24	,	,	PUNCT
futech-622	437	25	"	"	PUNCT
futech-622	437	26	appl	appl	NOUN
futech-622	437	27	.	.	PUNCT
futech-622	438	1	sci	sci	PROPN
futech-622	438	2	.	.	PROPN
futech-622	438	3	,	,	PUNCT
futech-622	438	4	vol	vol	NOUN
futech-622	438	5	.	.	PROPN
futech-622	438	6	10	10	NUM
futech-622	438	7	,	,	PUNCT
futech-622	438	8	p.	p.	NOUN
futech-622	438	9	8498	8498	NUM
futech-622	438	10	,	,	PUNCT
futech-622	438	11	2020	2020	NUM
futech-622	438	12	.	.	PUNCT
futech-622	439	1	smk	smk	NOUN
futech-622	439	2	.	.	PUNCT
futech-622	440	1	ganesh	ganesh	PROPN
futech-622	440	2	et	et	PROPN
futech-622	440	3	al	al	PROPN
futech-622	440	4	.	.	PROPN
futech-622	440	5	/future	/future	PUNCT
futech-622	440	6	technology	technology	PROPN
futech-622	440	7	february	february	PROPN
futech-622	440	8	2026|	2026|	NUM
futech-622	440	9	volume	volume	NOUN
futech-622	440	10	05	05	NUM
futech-622	441	1	|	|	ADV
futech-622	441	2	issue	issue	NOUN
futech-622	441	3	01	01	NUM
futech-622	442	1	|	|	ADV
futech-622	442	2	pages	page	NOUN
futech-622	442	3	278	278	NUM
futech-622	442	4	-	-	SYM
futech-622	442	5	289	289	NUM
futech-622	442	6	289	289	NUM
futech-622	443	1	[	[	X
futech-622	443	2	22	22	NUM
futech-622	443	3	]	]	PUNCT
futech-622	443	4	j.	j.	PROPN
futech-622	443	5	wątróbski	wątróbski	PROPN
futech-622	443	6	,	,	PUNCT
futech-622	443	7	"	"	PUNCT
futech-622	443	8	ontology	ontology	NOUN
futech-622	443	9	learning	learn	VERB
futech-622	443	10	methods	method	NOUN
futech-622	443	11	from	from	ADP
futech-622	443	12	text	text	NOUN
futech-622	443	13	,	,	PUNCT
futech-622	443	14	"	"	PUNCT
futech-622	443	15	procedia	procedia	NOUN
futech-622	443	16	comput	comput	NOUN
futech-622	443	17	.	.	PUNCT
futech-622	444	1	sci	sci	PROPN
futech-622	444	2	.	.	PROPN
futech-622	444	3	,	,	PUNCT
futech-622	444	4	vol	vol	NOUN
futech-622	444	5	.	.	PROPN
futech-622	444	6	176	176	NUM
futech-622	444	7	,	,	PUNCT
futech-622	444	8	pp	pp	ADJ
futech-622	444	9	.	.	PUNCT
futech-622	444	10	3356–3368	3356–3368	NUM
futech-622	444	11	,	,	PUNCT
futech-622	444	12	2020	2020	NUM
futech-622	444	13	.	.	PUNCT
futech-622	445	1	[	[	X
futech-622	445	2	23	23	NUM
futech-622	445	3	]	]	X
futech-622	445	4	y.	y.	PROPN
futech-622	445	5	borgianni	borgianni	PROPN
futech-622	445	6	et	et	PROPN
futech-622	445	7	al	al	PROPN
futech-622	445	8	.	.	PROPN
futech-622	445	9	,	,	PUNCT
futech-622	445	10	"	"	PUNCT
futech-622	445	11	the	the	DET
futech-622	445	12	process	process	NOUN
futech-622	445	13	for	for	ADP
futech-622	445	14	individuating	individuate	VERB
futech-622	445	15	triz	triz	PROPN
futech-622	445	16	inventive	inventive	ADJ
futech-622	445	17	principles	principle	NOUN
futech-622	445	18	,	,	PUNCT
futech-622	445	19	"	"	PUNCT
futech-622	445	20	des	des	PROPN
futech-622	445	21	.	.	PROPN
futech-622	445	22	sci	sci	PROPN
futech-622	445	23	.	.	PROPN
futech-622	445	24	,	,	PUNCT
futech-622	445	25	vol	vol	NOUN
futech-622	445	26	.	.	PROPN
futech-622	445	27	7	7	NUM
futech-622	445	28	,	,	PUNCT
futech-622	445	29	p.	p.	NOUN
futech-622	445	30	e12	e12	NOUN
futech-622	445	31	,	,	PUNCT
futech-622	445	32	2021	2021	NUM
futech-622	445	33	.	.	PUNCT
futech-622	446	1	[	[	X
futech-622	446	2	24	24	NUM
futech-622	446	3	]	]	X
futech-622	446	4	tan	tan	PROPN
futech-622	446	5	,	,	PUNCT
futech-622	446	6	qian	qian	PROPN
futech-622	446	7	,	,	PUNCT
futech-622	446	8	and	and	CCONJ
futech-622	446	9	hongxiu	hongxiu	PROPN
futech-622	446	10	li	li	PROPN
futech-622	446	11	.	.	PUNCT
futech-622	447	1	"	"	PUNCT
futech-622	447	2	application	application	NOUN
futech-622	447	3	of	of	ADP
futech-622	447	4	computer	computer	NOUN
futech-622	447	5	aided	aid	VERB
futech-622	447	6	design	design	NOUN
futech-622	447	7	in	in	ADP
futech-622	447	8	product	product	NOUN
futech-622	447	9	innovation	innovation	NOUN
futech-622	447	10	and	and	CCONJ
futech-622	447	11	development	development	NOUN
futech-622	447	12	:	:	PUNCT
futech-622	447	13	practical	practical	ADJ
futech-622	447	14	examination	examination	NOUN
futech-622	447	15	on	on	ADP
futech-622	447	16	taking	take	VERB
futech-622	447	17	the	the	DET
futech-622	447	18	industrial	industrial	ADJ
futech-622	447	19	design	design	NOUN
futech-622	447	20	process	process	NOUN
futech-622	447	21	.	.	PUNCT
futech-622	447	22	"	"	PUNCT
futech-622	448	1	ieee	ieee	NOUN
futech-622	448	2	access	access	NOUN
futech-622	448	3	12	12	NUM
futech-622	448	4	(	(	PUNCT
futech-622	448	5	2024	2024	NUM
futech-622	448	6	):	):	PUNCT
futech-622	448	7	85622	85622	NUM
futech-622	448	8	-	-	SYM
futech-622	448	9	85634	85634	NUM
futech-622	448	10	.	.	PUNCT
futech-622	449	1	[	[	X
futech-622	449	2	25	25	NUM
futech-622	449	3	]	]	X
futech-622	449	4	jiang	jiang	PROPN
futech-622	449	5	,	,	PUNCT
futech-622	449	6	shuo	shuo	NOUN
futech-622	449	7	,	,	PUNCT
futech-622	449	8	and	and	CCONJ
futech-622	449	9	jianxi	jianxi	PROPN
futech-622	449	10	luo	luo	PROPN
futech-622	449	11	.	.	PUNCT
futech-622	450	1	"	"	PUNCT
futech-622	450	2	autotriz	autotriz	NOUN
futech-622	450	3	:	:	PUNCT
futech-622	450	4	artificial	artificial	ADJ
futech-622	450	5	ideation	ideation	NOUN
futech-622	450	6	with	with	ADP
futech-622	450	7	triz	triz	NOUN
futech-622	450	8	and	and	CCONJ
futech-622	450	9	large	large	ADJ
futech-622	450	10	language	language	NOUN
futech-622	450	11	models	model	NOUN
futech-622	450	12	.	.	PUNCT
futech-622	450	13	"	"	PUNCT
futech-622	451	1	international	international	ADJ
futech-622	451	2	design	design	NOUN
futech-622	451	3	engineering	engineering	NOUN
futech-622	451	4	technical	technical	ADJ
futech-622	451	5	conferences	conference	NOUN
futech-622	451	6	and	and	CCONJ
futech-622	451	7	computers	computer	NOUN
futech-622	451	8	and	and	CCONJ
futech-622	451	9	information	information	NOUN
futech-622	451	10	in	in	ADP
futech-622	451	11	engineering	engineering	NOUN
futech-622	451	12	conference	conference	NOUN
futech-622	451	13	.	.	PUNCT
futech-622	452	1	vol	vol	NOUN
futech-622	452	2	.	.	PUNCT
futech-622	452	3	88377	88377	NUM
futech-622	452	4	.	.	PUNCT
futech-622	453	1	american	american	ADJ
futech-622	453	2	society	society	NOUN
futech-622	453	3	of	of	ADP
futech-622	453	4	mechanical	mechanical	ADJ
futech-622	453	5	engineers	engineer	NOUN
futech-622	453	6	,	,	PUNCT
futech-622	453	7	2024	2024	NUM
futech-622	453	8	.	.	PUNCT
futech-622	454	1	[	[	X
futech-622	454	2	26	26	NUM
futech-622	454	3	]	]	PUNCT
futech-622	454	4	szczepanik	szczepanik	NOUN
futech-622	454	5	,	,	PUNCT
futech-622	454	6	kamil	kamil	PROPN
futech-622	454	7	,	,	PUNCT
futech-622	454	8	and	and	CCONJ
futech-622	454	9	jarosław	jarosław	PROPN
futech-622	454	10	a.	a.	PROPN
futech-622	454	11	chudziak	chudziak	PROPN
futech-622	454	12	.	.	PUNCT
futech-622	455	1	"	"	PUNCT
futech-622	455	2	triz	triz	PROPN
futech-622	455	3	agents	agent	NOUN
futech-622	455	4	:	:	PUNCT
futech-622	455	5	a	a	DET
futech-622	455	6	multi	multi	ADJ
futech-622	455	7	-	-	ADJ
futech-622	455	8	agent	agent	ADJ
futech-622	455	9	llm	llm	PROPN
futech-622	455	10	approach	approach	NOUN
futech-622	455	11	for	for	ADP
futech-622	455	12	triz	triz	NOUN
futech-622	455	13	-	-	PUNCT
futech-622	455	14	based	base	VERB
futech-622	455	15	innovation	innovation	NOUN
futech-622	455	16	.	.	PUNCT
futech-622	455	17	"	"	PUNCT
futech-622	456	1	arxiv	arxiv	PROPN
futech-622	456	2	preprint	preprint	NOUN
futech-622	456	3	arxiv:2506.18783	arxiv:2506.18783	NOUN
futech-622	456	4	(	(	PUNCT
futech-622	456	5	2025	2025	NUM
futech-622	456	6	)	)	PUNCT
futech-622	456	7	.	.	PUNCT
futech-622	457	1	[	[	X
futech-622	457	2	27	27	NUM
futech-622	457	3	]	]	X
futech-622	457	4	chen	chen	PROPN
futech-622	457	5	,	,	PUNCT
futech-622	457	6	liuqing	liuqing	NOUN
futech-622	457	7	,	,	PUNCT
futech-622	457	8	et	et	PROPN
futech-622	457	9	al	al	PROPN
futech-622	457	10	.	.	PUNCT
futech-622	457	11	"	"	PUNCT
futech-622	457	12	triz	triz	NOUN
futech-622	457	13	-	-	PUNCT
futech-622	457	14	gpt	gpt	NOUN
futech-622	457	15	:	:	PUNCT
futech-622	457	16	an	an	DET
futech-622	457	17	llm	llm	ADV
futech-622	457	18	-	-	PUNCT
futech-622	457	19	augmented	augment	VERB
futech-622	457	20	method	method	NOUN
futech-622	457	21	for	for	ADP
futech-622	457	22	problem	problem	NOUN
futech-622	457	23	-	-	PUNCT
futech-622	457	24	solving	solving	NOUN
futech-622	457	25	.	.	PUNCT
futech-622	457	26	"	"	PUNCT
futech-622	458	1	international	international	ADJ
futech-622	458	2	design	design	NOUN
futech-622	458	3	engineering	engineering	NOUN
futech-622	458	4	technical	technical	ADJ
futech-622	458	5	conferences	conference	NOUN
futech-622	458	6	and	and	CCONJ
futech-622	458	7	computers	computer	NOUN
futech-622	458	8	and	and	CCONJ
futech-622	458	9	information	information	NOUN
futech-622	458	10	in	in	ADP
futech-622	458	11	engineering	engineering	NOUN
futech-622	458	12	conference	conference	NOUN
futech-622	458	13	.	.	PUNCT
futech-622	459	1	vol	vol	NOUN
futech-622	459	2	.	.	PUNCT
futech-622	459	3	88407	88407	NUM
futech-622	459	4	.	.	PUNCT
futech-622	460	1	american	american	ADJ
futech-622	460	2	society	society	PROPN
futech-622	460	3	of	of	ADP
futech-622	460	4	mechanical	mechanical	ADJ
futech-622	460	5	engineers	engineer	NOUN
futech-622	460	6	,	,	PUNCT
futech-622	460	7	2024	2024	NUM
futech-622	460	8	.	.	PUNCT
futech-622	461	1	[	[	X
futech-622	461	2	28	28	NUM
futech-622	461	3	]	]	X
futech-622	461	4	dewulf	dewulf	PROPN
futech-622	461	5	,	,	PUNCT
futech-622	461	6	simon	simon	PROPN
futech-622	461	7	,	,	PUNCT
futech-622	461	8	and	and	CCONJ
futech-622	461	9	peter	peter	PROPN
futech-622	461	10	rn	rn	PROPN
futech-622	461	11	childs	childs	PROPN
futech-622	461	12	.	.	PUNCT
futech-622	462	1	"	"	PUNCT
futech-622	462	2	innovation	innovation	NOUN
futech-622	462	3	logic	logic	NOUN
futech-622	462	4	:	:	PUNCT
futech-622	462	5	benefits	benefit	NOUN
futech-622	462	6	of	of	ADP
futech-622	462	7	a	a	DET
futech-622	462	8	triz	triz	PROPN
futech-622	462	9	-	-	PUNCT
futech-622	462	10	like	like	ADJ
futech-622	462	11	mind	mind	NOUN
futech-622	462	12	in	in	ADP
futech-622	462	13	ai	ai	VERB
futech-622	462	14	using	use	VERB
futech-622	462	15	text	text	NOUN
futech-622	462	16	analysis	analysis	NOUN
futech-622	462	17	of	of	ADP
futech-622	462	18	patent	patent	NOUN
futech-622	462	19	literature	literature	NOUN
futech-622	462	20	.	.	PUNCT
futech-622	462	21	"	"	PUNCT
futech-622	463	1	international	international	ADJ
futech-622	463	2	triz	triz	PROPN
futech-622	463	3	future	future	PROPN
futech-622	463	4	conference	conference	NOUN
futech-622	463	5	.	.	PUNCT
futech-622	464	1	cham	cham	PROPN
futech-622	464	2	:	:	PUNCT
futech-622	464	3	springer	springer	NOUN
futech-622	464	4	nature	nature	PROPN
futech-622	464	5	switzerland	switzerland	PROPN
futech-622	464	6	,	,	PUNCT
futech-622	464	7	2023	2023	NUM
futech-622	464	8	.	.	PUNCT
futech-622	465	1	[	[	X
futech-622	465	2	29	29	NUM
futech-622	465	3	]	]	PUNCT
futech-622	465	4	m.	m.	NOUN
futech-622	465	5	freddi	freddi	PROPN
futech-622	465	6	et	et	PROPN
futech-622	465	7	al	al	PROPN
futech-622	465	8	.	.	PROPN
futech-622	465	9	,	,	PUNCT
futech-622	465	10	"	"	PUNCT
futech-622	465	11	integration	integration	NOUN
futech-622	465	12	between	between	ADP
futech-622	465	13	ai	ai	PROPN
futech-622	465	14	and	and	CCONJ
futech-622	465	15	triz	triz	PROPN
futech-622	465	16	for	for	ADP
futech-622	465	17	technical	technical	ADJ
futech-622	465	18	innovation	innovation	NOUN
futech-622	465	19	,	,	PUNCT
futech-622	465	20	"	"	PUNCT
futech-622	465	21	in	in	ADP
futech-622	465	22	proc	proc	NOUN
futech-622	465	23	.	.	PUNCT
futech-622	465	24	int	int	NOUN
futech-622	465	25	.	.	PUNCT
futech-622	465	26	conf	conf	NOUN
futech-622	465	27	.	.	PUNCT
futech-622	466	1	italian	italian	ADJ
futech-622	466	2	association	association	NOUN
futech-622	466	3	of	of	ADP
futech-622	466	4	design	design	NOUN
futech-622	466	5	methods	method	NOUN
futech-622	466	6	and	and	CCONJ
futech-622	466	7	tools	tool	NOUN
futech-622	466	8	for	for	ADP
futech-622	466	9	industrial	industrial	ADJ
futech-622	466	10	engineering	engineering	NOUN
futech-622	466	11	,	,	PUNCT
futech-622	466	12	springer	springer	NOUN
futech-622	466	13	,	,	PUNCT
futech-622	466	14	sept	sept	PROPN
futech-622	466	15	.	.	PROPN
futech-622	466	16	2024	2024	NUM
futech-622	466	17	,	,	PUNCT
futech-622	466	18	pp	pp	ADJ
futech-622	466	19	.	.	PUNCT
futech-622	467	1	115	115	NUM
futech-622	467	2	–	–	PUNCT
futech-622	467	3	124	124	NUM
futech-622	467	4	.	.	PUNCT
futech-622	468	1	[	[	X
futech-622	468	2	30	30	NUM
futech-622	468	3	]	]	X
futech-622	468	4	iqbal	iqbal	PROPN
futech-622	468	5	,	,	PUNCT
futech-622	468	6	muhammad	muhammad	PROPN
futech-622	468	7	saqib	saqib	PROPN
futech-622	468	8	,	,	PUNCT
futech-622	468	9	et	et	PROPN
futech-622	468	10	al	al	PROPN
futech-622	468	11	.	.	PUNCT
futech-622	469	1	"	"	PUNCT
futech-622	469	2	leveraging	leverage	VERB
futech-622	469	3	ai	ai	NOUN
futech-622	469	4	and	and	CCONJ
futech-622	469	5	triz	triz	NOUN
futech-622	469	6	for	for	ADP
futech-622	469	7	sustainable	sustainable	ADJ
futech-622	469	8	innovation	innovation	NOUN
futech-622	469	9	in	in	ADP
futech-622	469	10	advanced	advanced	ADJ
futech-622	469	11	manufacturing	manufacturing	NOUN
futech-622	469	12	.	.	PUNCT
futech-622	469	13	"	"	PUNCT
futech-622	469	14	discover	discover	VERB
futech-622	469	15	applied	apply	VERB
futech-622	469	16	sciences	science	NOUN
futech-622	469	17	7.6	7.6	NUM
futech-622	469	18	(	(	PUNCT
futech-622	469	19	2025	2025	NUM
futech-622	469	20	):	):	PUNCT
futech-622	469	21	589	589	NUM
futech-622	469	22	.	.	PUNCT
futech-622	470	1	this	this	DET
futech-622	470	2	article	article	NOUN
futech-622	470	3	is	be	AUX
futech-622	470	4	an	an	DET
futech-622	470	5	open	open	ADJ
futech-622	470	6	-	-	PUNCT
futech-622	470	7	access	access	NOUN
futech-622	470	8	article	article	NOUN
futech-622	470	9	distributed	distribute	VERB
futech-622	470	10	under	under	ADP
futech-622	470	11	the	the	DET
futech-622	470	12	terms	term	NOUN
futech-622	470	13	and	and	CCONJ
futech-622	470	14	conditions	condition	NOUN
futech-622	470	15	of	of	ADP
futech-622	470	16	the	the	DET
futech-622	470	17	creative	creative	ADJ
futech-622	470	18	commons	common	NOUN
futech-622	470	19	attribution	attribution	NOUN
futech-622	470	20	(	(	PUNCT
futech-622	470	21	cc	cc	NOUN
futech-622	470	22	by	by	ADP
futech-622	470	23	)	)	PUNCT
futech-622	470	24	license	license	NOUN
futech-622	470	25	(	(	PUNCT
futech-622	470	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
futech-622	470	27	)	)	PUNCT
futech-622	470	28	.	.	PUNCT
futech-622	471	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN