id	sid	eid	entity	type
futech-475	1	1	c. chen et al	PERSON
futech-475	1	2	november 2025|	DATE
futech-475	1	3	04	CARDINAL
futech-475	2	1	04	CARDINAL
futech-475	3	1	146	CARDINAL
futech-475	3	2	146	CARDINAL
futech-475	3	3	chen1	PERSON
futech-475	3	4	zakaria1	ORG
futech-475	3	5	wei deng2	PERSON
futech-475	4	1	1azman	CARDINAL
futech-475	4	2	hashim international business school	ORG
futech-475	4	3	universiti teknologi malaysia	PERSON
futech-475	4	4	utm	ORG
futech-475	4	5	jalan ilmu	PERSON
futech-475	4	6	56100	CARDINAL
futech-475	4	7	kuala lumpur	GPE
futech-475	4	8	malaysia	GPE
futech-475	4	9	2school	CARDINAL
futech-475	4	10	huizhou university	ORG
futech-475	4	11	guangdong	GPE
futech-475	4	12	china	GPE
futech-475	4	13	vocational college	ORG
futech-475	4	14	guizhou	GPE
futech-475	4	15	china	GPE
futech-475	6	1	o	DATE
futech-475	6	2	18	CARDINAL
futech-475	6	3	23 july 2025	DATE
futech-475	6	4	14	CARDINAL
futech-475	7	1	10.55670	CARDINAL
futech-475	8	1	650	CARDINAL
futech-475	8	2	45	CARDINAL
futech-475	9	1	xgboost	PERSON
futech-475	9	2	five	CARDINAL
futech-475	10	1	76.5%	PERCENT
futech-475	12	1	three	CARDINAL
futech-475	12	2	82.2%	PERCENT
futech-475	12	3	88.9%	PERCENT
futech-475	12	4	68.9%	PERCENT
futech-475	16	1	1	CARDINAL
futech-475	17	1	usd 5.08 billion to usd 7.47 billion	MONEY
futech-475	17	2	2016-2021	DATE
futech-475	18	1	1	CARDINAL
futech-475	19	1	2	CARDINAL
futech-475	20	1	issn 2832-0379	PERSON
futech-475	20	2	november 2025|	DATE
futech-475	20	3	04	CARDINAL
futech-475	21	1	04	CARDINAL
futech-475	22	1	146	CARDINAL
futech-475	23	1	c. chen et al	PERSON
futech-475	23	2	november 2025|	DATE
futech-475	23	3	04	CARDINAL
futech-475	24	1	04	CARDINAL
futech-475	25	1	146	CARDINAL
futech-475	27	1	2025	DATE
futech-475	27	2	3	CARDINAL
futech-475	28	1	4	CARDINAL
futech-475	28	2	5	CARDINAL
futech-475	29	1	three	CARDINAL
futech-475	30	1	rq1	ORG
futech-475	31	1	6	CARDINAL
futech-475	32	1	7	CARDINAL
futech-475	34	1	3	CARDINAL
futech-475	35	1	tam	ORG
futech-475	35	2	8	CARDINAL
futech-475	39	1	five	CARDINAL
futech-475	39	2	9	CARDINAL
futech-475	44	1	10-20%	PERCENT
futech-475	44	2	30%	PERCENT
futech-475	44	3	10	CARDINAL
futech-475	45	1	between 40%	PERCENT
futech-475	45	2	three	CARDINAL
futech-475	45	3	11	CARDINAL
futech-475	46	1	2	CARDINAL
futech-475	46	2	2.1	CARDINAL
futech-475	46	3	12	CARDINAL
futech-475	47	1	75 per cent	MONEY
futech-475	47	2	13	CARDINAL
futech-475	49	1	14	CARDINAL
futech-475	50	1	15	CARDINAL
futech-475	50	2	16	CARDINAL
futech-475	52	1	four	CARDINAL
futech-475	52	2	o'brien	PERSON
futech-475	52	3	toms	PERSON
futech-475	52	4	2008	DATE
futech-475	52	5	17	CARDINAL
futech-475	53	1	c. chen et al	PERSON
futech-475	53	2	november 2025|	DATE
futech-475	53	3	04	CARDINAL
futech-475	54	1	04	CARDINAL
futech-475	55	1	146	CARDINAL
futech-475	55	2	2.2	CARDINAL
futech-475	55	3	1	CARDINAL
futech-475	55	4	18	CARDINAL
futech-475	55	5	four	CARDINAL
futech-475	56	1	19	CARDINAL
futech-475	59	1	76.5%	PERCENT
futech-475	59	2	45-50%	PERCENT
futech-475	60	1	20	CARDINAL
futech-475	61	1	21	CARDINAL
futech-475	62	1	22	CARDINAL
futech-475	64	1	h7	ORG
futech-475	64	2	k-12	PERSON
futech-475	65	1	23	CARDINAL
futech-475	66	1	24	CARDINAL
futech-475	67	1	h6	ORG
futech-475	67	2	1	CARDINAL
futech-475	67	3	3	CARDINAL
futech-475	67	4	3.1	CARDINAL
futech-475	68	1	76.5%	PERCENT
futech-475	69	1	12%	PERCENT
futech-475	70	1	3.2	CARDINAL
futech-475	70	2	650	CARDINAL
futech-475	70	3	china	GPE
futech-475	70	4	six-month	DATE
futech-475	72	1	1	CARDINAL
futech-475	72	2	85	CARDINAL
futech-475	72	3	0.70	CARDINAL
futech-475	73	1	c. chen et al	PERSON
futech-475	73	2	november 2025|	DATE
futech-475	73	3	04	CARDINAL
futech-475	74	1	04	CARDINAL
futech-475	75	1	146	CARDINAL
futech-475	76	1	mcknight et al	PERSON
futech-475	76	2	7	CARDINAL
futech-475	76	3	ave=0.73	GPE
futech-475	77	1	3.3	CARDINAL
futech-475	77	2	45	CARDINAL
futech-475	78	1	2	CARDINAL
futech-475	78	2	45-60 minutes	TIME
futech-475	79	1	1	CARDINAL
futech-475	81	1	(2025)[20] 5 7	CARDINAL
futech-475	82	1	0.84 0.87	CARDINAL
futech-475	82	2	chi & vu	ORG
futech-475	82	3	4 7	CARDINAL
futech-475	82	4	0.82 0.85	CARDINAL
futech-475	82	5	6	CARDINAL
futech-475	82	6	7	CARDINAL
futech-475	82	7	0.78 0.83	CARDINAL
futech-475	83	1	2024)[22	CARDINAL
futech-475	83	2	7	CARDINAL
futech-475	83	3	0.75 0.79	CARDINAL
futech-475	83	4	marvi et al	ORG
futech-475	84	1	2025)[19	CARDINAL
futech-475	84	2	5	CARDINAL
futech-475	84	3	7	CARDINAL
futech-475	84	4	0.88 0.91	CARDINAL
futech-475	84	5	4	CARDINAL
futech-475	84	6	7	CARDINAL
futech-475	84	7	0.86 0.89	CARDINAL
futech-475	84	8	4	CARDINAL
futech-475	84	9	7	CARDINAL
futech-475	84	10	0.83 0.86	CARDINAL
futech-475	85	1	2022)[21] 5 7	DATE
futech-475	85	2	0.81 0.84	CARDINAL
futech-475	85	3	zhou et al	PERSON
futech-475	86	1	3 7	CARDINAL
futech-475	86	2	0.89 0.92	CARDINAL
futech-475	86	3	5	CARDINAL
futech-475	86	4	7	CARDINAL
futech-475	86	5	0.77 0.82	CARDINAL
futech-475	86	6	7	CARDINAL
futech-475	86	7	1	CARDINAL
futech-475	86	8	7	CARDINAL
futech-475	88	1	2	CARDINAL
futech-475	88	2	k-12	PERSON
futech-475	88	3	8 3 5	DATE
futech-475	88	4	3.2 hours	TIME
futech-475	88	5	10	CARDINAL
futech-475	88	6	5.8 hours	TIME
futech-475	88	7	7	CARDINAL
futech-475	88	8	2.5 hours/week	TIME
futech-475	88	9	k-12	PERSON
futech-475	88	10	6 2 4	QUANTITY
futech-475	88	11	8 5 3	DATE
futech-475	88	12	6.3 hours	TIME
futech-475	88	13	6	CARDINAL
futech-475	88	14	15.2 hours	TIME
futech-475	88	15	45	CARDINAL
futech-475	88	16	6 months	DATE
futech-475	88	17	6-24 months	DATE
futech-475	88	18	2-4 years	DATE
futech-475	88	19	4 years	DATE
futech-475	89	1	weekly	DATE
futech-475	89	2	hours	TIME
futech-475	90	1	c. chen et al	PERSON
futech-475	90	2	november 2025|	DATE
futech-475	90	3	04	CARDINAL
futech-475	91	1	04	CARDINAL
futech-475	92	1	146	CARDINAL
futech-475	92	2	150 3.4	CARDINAL
futech-475	92	3	three	CARDINAL
futech-475	94	1		PERSON
futech-475	95	1	 	PERSON
futech-475	95	2		PRODUCT
futech-475	96	1	1	CARDINAL
futech-475	97	1	2	CARDINAL
futech-475	97	2	12	CARDINAL
futech-475	97	3	768	CARDINAL
futech-475	97	4	2.3	CARDINAL
futech-475	97	5	91.2%	PERCENT
futech-475	97	6	87.6%	PERCENT
futech-475	97	7	450	CARDINAL
futech-475	98	1	1.2	CARDINAL
futech-475	98	2	85,000	CARDINAL
futech-475	98	3	82.4%	PERCENT
futech-475	99	1	6,373	CARDINAL
futech-475	99	2	88.7%	PERCENT
futech-475	99	3	45,000	CARDINAL
futech-475	99	4	seven	CARDINAL
futech-475	99	5	cohen	PERSON
futech-475	100	1	1 2ˆ	CARDINAL
futech-475	106	1	2	CARDINAL
futech-475	106	2	128	CARDINAL
futech-475	107	1	89%	PERCENT
futech-475	107	2	75%	PERCENT
futech-475	107	3	84.3%	PERCENT
futech-475	108	1	500ms	ORG
futech-475	108	2	accuracy>80%	PERCENT
futech-475	108	3	2	CARDINAL
futech-475	108	4	4	CARDINAL
futech-475	109	1	4.1	CARDINAL
futech-475	110	1	3	CARDINAL
futech-475	110	2	18-34	DATE
futech-475	110	3	68.3%	PERCENT
futech-475	110	4	78.5%	PERCENT
futech-475	111	1	42.3%	PERCENT
futech-475	112	1	3	CARDINAL
futech-475	112	2	evening hours	TIME
futech-475	112	3	7-10 pm	TIME
futech-475	112	4	12-1 pm	TIME
futech-475	112	5	daily	DATE
futech-475	113	1	76.3%	PERCENT
futech-475	113	2	64.8%	PERCENT
futech-475	113	3	31.2%	PERCENT
futech-475	114	1	4.2	CARDINAL
futech-475	115	1	0.95	CARDINAL
futech-475	115	2	0.048	CARDINAL
futech-475	115	3	90%	PERCENT
futech-475	115	4	0.042	CARDINAL
futech-475	115	5	0.054	CARDINAL
futech-475	115	6	c. chen et al	PERSON
futech-475	115	7	november 2025|	DATE
futech-475	115	8	04	CARDINAL
futech-475	116	1	04	CARDINAL
futech-475	117	1	146	CARDINAL
futech-475	117	2	0.039	CARDINAL
futech-475	118	1	4	CARDINAL
futech-475	119	1	5	CARDINAL
futech-475	119	2	0.45	CARDINAL
futech-475	119	3	0.06	CARDINAL
futech-475	119	4	0.001	CARDINAL
futech-475	119	5	0.52	CARDINAL
futech-475	119	6	0.05	CARDINAL
futech-475	119	7	0.001	CARDINAL
futech-475	119	8	0.48	CARDINAL
futech-475	119	9	0.71	CARDINAL
futech-475	120	1	5,000	CARDINAL
futech-475	120	2	0.08	CARDINAL
futech-475	120	3	0.127	CARDINAL
futech-475	120	4	0.26	CARDINAL
futech-475	120	5	95%	PERCENT
futech-475	121	1	0.19	CARDINAL
futech-475	121	2	0.34	CARDINAL
futech-475	121	3	76.5%	PERCENT
futech-475	122	1	3	CARDINAL
futech-475	122	2	4.3 ml	QUANTITY
futech-475	122	3	0.89	CARDINAL
futech-475	123	1	3	CARDINAL
futech-475	123	2	18-24 years	DATE
futech-475	123	3	30.5%	PERCENT
futech-475	123	4	25-34 years	DATE
futech-475	123	5	246	CARDINAL
futech-475	123	6	37.8%	PERCENT
futech-475	123	7	28.4	CARDINAL
futech-475	123	8	8.7	CARDINAL
futech-475	123	9	35-44 years	DATE
futech-475	123	10	21.8%	PERCENT
futech-475	124	1	9.9%	PERCENT
futech-475	124	2	86	CARDINAL
futech-475	124	3	13.2%	PERCENT
futech-475	124	4	54 8.3%	PERCENT
futech-475	124	5	342 52.6%	PERCENT
futech-475	124	6	168	CARDINAL
futech-475	124	7	25.9%	PERCENT
futech-475	124	8	1 year	DATE
futech-475	124	9	112	CARDINAL
futech-475	124	10	17.2%	PERCENT
futech-475	124	11	1-2 years	DATE
futech-475	124	12	156 24.0%	PERCENT
futech-475	124	13	3.6	CARDINAL
futech-475	124	14	2.1	CARDINAL
futech-475	124	15	3-5 years	DATE
futech-475	124	16	275	CARDINAL
futech-475	124	17	42.3%	PERCENT
futech-475	124	18	5 years	DATE
futech-475	124	19	107 16.5%	PERCENT
futech-475	124	20	daily	DATE
futech-475	124	21	287	CARDINAL
futech-475	124	22	44.2%	PERCENT
futech-475	124	23	3-5	CARDINAL
futech-475	124	24	30.5%	PERCENT
futech-475	124	25	4.8	CARDINAL
futech-475	124	26	2.3	CARDINAL
futech-475	124	27	week 1-2	DATE
futech-475	124	28	124 19.1%	PERCENT
futech-475	124	29	weekly	DATE
futech-475	124	30	41 6.2%	PERCENT
futech-475	124	31	4	CARDINAL
futech-475	125	1	2.14	CARDINAL
futech-475	125	2	3.0 8.76	CARDINAL
futech-475	125	3	0.048	CARDINAL
futech-475	125	4	0.06 0.142	CARDINAL
futech-475	125	5	0.039	CARDINAL
futech-475	125	6	0.08 0.156	CARDINAL
futech-475	125	7	gfi 0.94	PERSON
futech-475	125	8	0.90 0.71	CARDINAL
futech-475	125	9	0.95	CARDINAL
futech-475	125	10	0.95 0.52	CARDINAL
futech-475	125	11	0.90 0.48	CARDINAL
futech-475	125	12	0.93	CARDINAL
futech-475	125	13	0.90 0.51	CARDINAL
futech-475	125	14	0.78	CARDINAL
futech-475	125	15	0.50 0.62	CARDINAL
futech-475	125	16	pnfi 0.81	PERSON
futech-475	125	17	0.50 0.44	CARDINAL
futech-475	125	18	aic 18234.56	ORG
futech-475	125	19	24567.89	CARDINAL
futech-475	125	20	18567.34	CARDINAL
futech-475	125	21	24782.45	CARDINAL
futech-475	125	22	650	CARDINAL
futech-475	127	1	rmsea	PERSON
futech-475	127	2	90%	PERCENT
futech-475	129	1	0.042	CARDINAL
futech-475	129	2	0.054	CARDINAL
futech-475	130	1	0.001	CARDINAL
futech-475	131	1	19:00 0	DATE
futech-475	131	2	15 18 21 hour	TIME
futech-475	131	3	80 100	CARDINAL
futech-475	131	4	ge	ORG
futech-475	131	5	0 20 40 60	PERCENT
futech-475	131	6	100	CARDINAL
futech-475	131	7	76.3%	PERCENT
futech-475	131	8	64.8%	PERCENT
futech-475	131	9	58.2%	PERCENT
futech-475	131	10	45.6%	PERCENT
futech-475	131	11	31.2%	PERCENT
futech-475	132	1	c. chen et al	PERSON
futech-475	132	2	november 2025|	DATE
futech-475	132	3	04	CARDINAL
futech-475	133	1	04	CARDINAL
futech-475	134	1	146	CARDINAL
futech-475	134	2	158 152	CARDINAL
futech-475	134	3	5	CARDINAL
futech-475	134	4	95%	PERCENT
futech-475	134	5	0.45	CARDINAL
futech-475	134	6	0.06 7.50	CARDINAL
futech-475	134	7	0.001	CARDINAL
futech-475	134	8	0.33	CARDINAL
futech-475	134	9	0.57	CARDINAL
futech-475	134	10	0.20	CARDINAL
futech-475	134	11	0.52	CARDINAL
futech-475	134	12	0.05 10.40	CARDINAL
futech-475	134	13	0.001	CARDINAL
futech-475	134	14	0.42	CARDINAL
futech-475	134	15	0.62	CARDINAL
futech-475	134	16	0.27	CARDINAL
futech-475	134	17	0.38	CARDINAL
futech-475	134	18	0.07 5.43	CARDINAL
futech-475	134	19	0.001	CARDINAL
futech-475	134	20	0.24	CARDINAL
futech-475	134	21	0.52	CARDINAL
futech-475	134	22	0.14	CARDINAL
futech-475	134	23	0.41	CARDINAL
futech-475	134	24	0.06 6.83	CARDINAL
futech-475	134	25	0.001	CARDINAL
futech-475	134	26	0.29	CARDINAL
futech-475	134	27	0.53	CARDINAL
futech-475	134	28	0.17	CARDINAL
futech-475	134	29	0.58	CARDINAL
futech-475	134	30	0.05 11.60	CARDINAL
futech-475	134	31	0.001	CARDINAL
futech-475	134	32	0.48	CARDINAL
futech-475	134	33	0.68	CARDINAL
futech-475	134	34	0.63	CARDINAL
futech-475	134	35	0.04 15.75	CARDINAL
futech-475	134	36	0.001	CARDINAL
futech-475	134	37	0.55	CARDINAL
futech-475	134	38	0.71	CARDINAL
futech-475	134	39	0.34	CARDINAL
futech-475	134	40	0.06 5.67	CARDINAL
futech-475	134	41	0.001	CARDINAL
futech-475	134	42	0.22	CARDINAL
futech-475	134	43	0.46	CARDINAL
futech-475	134	44	0.42	CARDINAL
futech-475	134	45	0.05 8.40	QUANTITY
futech-475	134	46	0.001	CARDINAL
futech-475	134	47	0.32	CARDINAL
futech-475	134	48	0.52	CARDINAL
futech-475	134	49	0.08	CARDINAL
futech-475	134	50	0.07 1.14 0.127	MONEY
futech-475	135	1	-0.06	CARDINAL
futech-475	135	2	0.22	CARDINAL
futech-475	135	3	0.67	CARDINAL
futech-475	135	4	0.71	CARDINAL
futech-475	135	5	0.48	CARDINAL
futech-475	135	6	0.26	CARDINAL
futech-475	135	7	0.04 6.50	CARDINAL
futech-475	135	8	0.001	CARDINAL
futech-475	135	9	0.19	CARDINAL
futech-475	135	10	0.34	CARDINAL
futech-475	135	11	0.08 0.07 1.14 0.127	MONEY
futech-475	135	12	-0.06	CARDINAL
futech-475	135	13	0.22	CARDINAL
futech-475	135	14	0.34	CARDINAL
futech-475	135	15	0.06 5.67	CARDINAL
futech-475	135	16	0.001	CARDINAL
futech-475	135	17	0.22	CARDINAL
futech-475	135	18	0.46	CARDINAL
futech-475	135	19	76.5%	PERCENT
futech-475	135	20	h6	ORG
futech-475	135	21	0.33	CARDINAL
futech-475	135	22	0.04 8.25	CARDINAL
futech-475	135	23	0.001	CARDINAL
futech-475	135	24	0.25	CARDINAL
futech-475	135	25	0.41	CARDINAL
futech-475	135	26	0.15	CARDINAL
futech-475	135	27	0.05	CARDINAL
futech-475	135	28	0.05	CARDINAL
futech-475	135	29	0.25	CARDINAL
futech-475	135	30	0.48	CARDINAL
futech-475	135	31	0.05 9.60	CARDINAL
futech-475	135	32	0.001	CARDINAL
futech-475	135	33	0.38	CARDINAL
futech-475	135	34	0.58	CARDINAL
futech-475	135	35	68.8%	PERCENT
futech-475	136	1	650	CARDINAL
futech-475	137	1	ci =	PERSON
futech-475	138	1	5,000	CARDINAL
futech-475	140	1	0.001	CARDINAL
futech-475	140	2	0.01	CARDINAL
futech-475	140	3	0.05	CARDINAL
futech-475	141	1	c. chen et al	PERSON
futech-475	141	2	november 2025|	DATE
futech-475	141	3	04	CARDINAL
futech-475	142	1	04	CARDINAL
futech-475	143	1	146	CARDINAL
futech-475	143	2	xgboost	PERSON
futech-475	147	1	y k	PERSON
futech-475	148	1	3	CARDINAL
futech-475	148	2	ω(𝑓𝑓𝑘𝑘	CARDINAL
futech-475	148	3	+ 1 2	QUANTITY
futech-475	148	4	𝑤𝑤𝑗𝑗2𝑇𝑇	NORP
futech-475	150	1	6	CARDINAL
futech-475	150	2	650	CARDINAL
futech-475	151	1	4	CARDINAL
futech-475	152	1	0.142	CARDINAL
futech-475	152	2	0.128	CARDINAL
futech-475	152	3	0.115	CARDINAL
futech-475	153	1	five	CARDINAL
futech-475	153	2	84%	PERCENT
futech-475	153	3	0.612	CARDINAL
futech-475	153	4	0.683	CARDINAL
futech-475	154	1	7	CARDINAL
futech-475	154	2	21.8%	PERCENT
futech-475	154	3	10.0%	PERCENT
futech-475	154	4	68.3%	PERCENT
futech-475	154	5	12.3%	PERCENT
futech-475	155	1	4	CARDINAL
futech-475	156	1	shap	ORG
futech-475	156	2	20	CARDINAL
futech-475	160	1	0.142	CARDINAL
futech-475	161	1	6	CARDINAL
futech-475	162	1	xgboost	PERSON
futech-475	162	2	0.012	CARDINAL
futech-475	162	3	45.3 2.1	CARDINAL
futech-475	162	4	0.876	CARDINAL
futech-475	162	5	0.015	CARDINAL
futech-475	162	6	38.7 3.4	CARDINAL
futech-475	162	7	0.881 0.872	MONEY
futech-475	162	8	0.875	MONEY
futech-475	162	9	0.018	CARDINAL
futech-475	162	10	126.4 1.8	CARDINAL
futech-475	162	11	0.844	MONEY
futech-475	162	12	0.021	CARDINAL
futech-475	162	13	89.2 4.7	CARDINAL
futech-475	162	14	0.812 0.798 0.831	MONEY
futech-475	162	15	0.808	MONEY
futech-475	162	16	0.019	CARDINAL
futech-475	162	17	12.3 0.9	CARDINAL
futech-475	162	18	0.908 0.896 0.917	MONEY
futech-475	162	19	0.958 0.903	CARDINAL
futech-475	162	20	0.010	CARDINAL
futech-475	162	21	210.4 7.3	CARDINAL
futech-475	162	22	5-fold	CARDINAL
futech-475	164	1	32	CARDINAL
futech-475	166	1	-0	ORG
futech-475	167	1	0	CARDINAL
futech-475	167	2	1	CARDINAL
futech-475	167	3	2	CARDINAL
futech-475	168	1	3	CARDINAL
futech-475	169	1	ec	ORG
futech-475	170	1	cy en ga	PERSON
futech-475	170	2	ge m en t c on	ORG
futech-475	170	3	si st en cy ta	FAC
futech-475	171	1	nc	GPE
futech-475	172	1	ci al f	PERSON
futech-475	172	2	ea tu	QUANTITY
futech-475	172	3	u sa ge le ar ni ng g oa l	ORG
futech-475	175	1	u sa ge	ORG
futech-475	175	2	ev io	PERSON
futech-475	176	1	te ch	PERSON
futech-475	177	1	ea	CARDINAL
futech-475	177	2	al	PERSON
futech-475	178	1	ec	ORG
futech-475	179	1	c lic ks se ss io	PERSON
futech-475	180	1	io	GPE
futech-475	181	1	io	LOC
futech-475	182	1	0	CARDINAL
futech-475	182	2	14 2 0	DATE
futech-475	183	1	01 6	DATE
futech-475	184	1	01 9	DATE
futech-475	186	1	03	CARDINAL
futech-475	186	2	03 5	DATE
futech-475	186	3	03	CARDINAL
futech-475	188	1	04 8	DATE
futech-475	189	1	05	CARDINAL
futech-475	191	1	05	CARDINAL
futech-475	191	2	06	CARDINAL
futech-475	193	1	07 1 0	DATE
futech-475	193	2	07 6	DATE
futech-475	193	3	08 7	DATE
futech-475	193	4	0	CARDINAL
futech-475	193	5	09	CARDINAL
futech-475	193	6	11	CARDINAL
futech-475	194	1	12 8m	QUANTITY
futech-475	194	2	ea	CARDINAL
futech-475	194	3	c. chen et al	PERSON
futech-475	194	4	november 2025|	DATE
futech-475	194	5	04	CARDINAL
futech-475	195	1	04	CARDINAL
futech-475	196	1	146	CARDINAL
futech-475	196	2	4.4	CARDINAL
futech-475	196	3	45	CARDINAL
futech-475	196	4	three	CARDINAL
futech-475	196	5	clarke	ORG
futech-475	196	6	six	CARDINAL
futech-475	196	7	0.84	CARDINAL
futech-475	197	1	8	CARDINAL
futech-475	197	2	38	CARDINAL
futech-475	198	1	r²=0.43	NORP
futech-475	198	2	0.31	CARDINAL
futech-475	198	3	73%	PERCENT
futech-475	199	1	82.2%	PERCENT
futech-475	200	1	88.9%	PERCENT
futech-475	200	2	5	CARDINAL
futech-475	201	1	5	CARDINAL
futech-475	202	1	five	CARDINAL
futech-475	202	2	9	CARDINAL
futech-475	203	1	tam	PERSON
futech-475	203	2	26	CARDINAL
futech-475	203	3	27	CARDINAL
futech-475	205	1	7	CARDINAL
futech-475	207	1	clv	ORG
futech-475	207	2	90-day	DATE
futech-475	207	3	142	CARDINAL
futech-475	207	4	21.8%	PERCENT
futech-475	207	5	4.52	CARDINAL
futech-475	207	6	0.48	CARDINAL
futech-475	207	7	4.38	CARDINAL
futech-475	207	8	0.52	CARDINAL
futech-475	207	9	0.87	CARDINAL
futech-475	207	10	0.09	CARDINAL
futech-475	207	11	68.3%	PERCENT
futech-475	207	12	2.84 89.4%	PERCENT
futech-475	207	13	198	CARDINAL
futech-475	207	14	30.5%	PERCENT
futech-475	207	15	3.76	CARDINAL
futech-475	207	16	0.61	CARDINAL
futech-475	207	17	3.82	CARDINAL
futech-475	207	18	0.58	CARDINAL
futech-475	207	19	0.68	CARDINAL
futech-475	207	20	0.12	CARDINAL
futech-475	207	21	42.7%	PERCENT
futech-475	207	22	1.92 72.3%	PERCENT
futech-475	207	23	156	CARDINAL
futech-475	207	24	24.0%	PERCENT
futech-475	207	25	3.21	CARDINAL
futech-475	207	26	0.73	CARDINAL
futech-475	207	27	2.94	CARDINAL
futech-475	207	28	0.69	CARDINAL
futech-475	207	29	0.54	CARDINAL
futech-475	207	30	0.15	CARDINAL
futech-475	207	31	28.4%	PERCENT
futech-475	207	32	1.45 61.5%	PERCENT
futech-475	207	33	89	CARDINAL
futech-475	207	34	13.7%	PERCENT
futech-475	207	35	3.58	CARDINAL
futech-475	207	36	0.65	CARDINAL
futech-475	207	37	3.65	CARDINAL
futech-475	207	38	0.61	CARDINAL
futech-475	207	39	0.72	CARDINAL
futech-475	207	40	0.11	CARDINAL
futech-475	207	41	35.9%	PERCENT
futech-475	207	42	1.73 68.2%	PERCENT
futech-475	207	43	10.0%	PERCENT
futech-475	207	44	2.43	CARDINAL
futech-475	207	45	0.82	CARDINAL
futech-475	207	46	2.31	CARDINAL
futech-475	207	47	0.78	CARDINAL
futech-475	207	48	0.31	CARDINAL
futech-475	207	49	0.18	CARDINAL
futech-475	207	50	12.3%	PERCENT
futech-475	207	51	0.78 34.6%	PERCENT
futech-475	207	52	98.42	CARDINAL
futech-475	208	1	124.56	CARDINAL
futech-475	208	2	156.78	CARDINAL
futech-475	208	3	0.683	CARDINAL
futech-475	209	1	5	CARDINAL
futech-475	210	1	0	CARDINAL
futech-475	210	2	clv	ORG
futech-475	210	3	1.0	CARDINAL
futech-475	211	1	0.001	CARDINAL
futech-475	212	1	c. chen et al	PERSON
futech-475	212	2	november 2025|	DATE
futech-475	212	3	04	CARDINAL
futech-475	213	1	04	CARDINAL
futech-475	214	1	146	CARDINAL
futech-475	214	2	8	CARDINAL
futech-475	215	1	n (%	PERCENT
futech-475	215	2	1	CARDINAL
futech-475	215	3	1.1	CARDINAL
futech-475	215	4	1.2	CARDINAL
futech-475	215	5	1.3	CARDINAL
futech-475	215	6	37	CARDINAL
futech-475	215	7	82.2%	PERCENT
futech-475	215	8	89%	PERCENT
futech-475	215	9	75%	PERCENT
futech-475	215	10	67%	PERCENT
futech-475	215	11	2	CARDINAL
futech-475	215	12	2.1	CARDINAL
futech-475	215	13	2.2	CARDINAL
futech-475	215	14	2.3	CARDINAL
futech-475	215	15	88.9%	PERCENT
futech-475	215	16	92%	PERCENT
futech-475	215	17	88%	PERCENT
futech-475	215	18	83%	PERCENT
futech-475	215	19	3	CARDINAL
futech-475	215	20	3.1	CARDINAL
futech-475	215	21	3.2	CARDINAL
futech-475	215	22	3.3	CARDINAL
futech-475	215	23	31	CARDINAL
futech-475	215	24	68.9%	PERCENT
futech-475	216	1	p41	ORG
futech-475	216	2	65%	PERCENT
futech-475	216	3	71%	PERCENT
futech-475	216	4	75%	PERCENT
futech-475	216	5	45	CARDINAL
futech-475	218	1	cohen's	ORG
futech-475	218	2	0.84	CARDINAL
futech-475	220	1	1	CARDINAL
futech-475	220	2	82.2%	PERCENT
futech-475	220	3	2	CARDINAL
futech-475	220	4	88.9%	PERCENT
futech-475	220	5	3	CARDINAL
futech-475	220	6	68.9%	PERCENT
futech-475	220	7	5	CARDINAL
futech-475	222	1	88.9%	PERCENT
futech-475	223	1	0.72	CARDINAL
futech-475	224	1	45	CARDINAL
futech-475	225	1	0.72	CARDINAL
futech-475	225	2	45	CARDINAL
futech-475	226	1	c. chen et al	PERSON
futech-475	226	2	november 2025|	DATE
futech-475	226	3	04	CARDINAL
futech-475	227	1	04	CARDINAL
futech-475	228	1	146	CARDINAL
futech-475	228	2	156	CARDINAL
futech-475	229	1	28	CARDINAL
futech-475	229	2	68.9%	PERCENT
futech-475	230	1	29	CARDINAL
futech-475	231	1	china	GPE
futech-475	232	1	chinese	NORP
futech-475	232	2	chinese	NORP
futech-475	232	3	europe	LOC
futech-475	232	4	north american	NORP
futech-475	233	1	north american	NORP
futech-475	233	2	european	NORP
futech-475	233	3	latin american	NORP
futech-475	233	4	asian	NORP
futech-475	235	1	30	CARDINAL
futech-475	236	1	sixmonth	ORDINAL
futech-475	236	2	xai	ORG
futech-475	236	3	6	CARDINAL
futech-475	237	1	6	CARDINAL
futech-475	237	2	37%	PERCENT
futech-475	238	1	76.5%	PERCENT
futech-475	247	1	c. chen et al	PERSON
futech-475	247	2	november 2025|	DATE
futech-475	247	3	04	CARDINAL
futech-475	248	1	04	CARDINAL
futech-475	249	1	146	CARDINAL
futech-475	249	2	1	CARDINAL
futech-475	251	1	2	CARDINAL
futech-475	251	2	karam s	ORG
futech-475	251	3	borna s.	PERSON
futech-475	252	1	2021	CARDINAL
futech-475	252	2	31(1	CARDINAL
futech-475	252	3	2-13	DATE
futech-475	253	1	3	CARDINAL
futech-475	256	1	2023	CARDINAL
futech-475	256	2	20(1	CARDINAL
futech-475	256	3	49	DATE
futech-475	257	1	5	CARDINAL
futech-475	257	2	li n	PERSON
futech-475	259	1	2023	CARDINAL
futech-475	259	2	28(11	DATE
futech-475	259	3	1538115413	DATE
futech-475	260	1	6	CARDINAL
futech-475	260	2	calegari g r	ORG
futech-475	261	1	2022	CARDINAL
futech-475	261	2	9(1	CARDINAL
futech-475	261	3	121	CARDINAL
futech-475	262	1	7	CARDINAL
futech-475	262	2	kelly s	PERSON
futech-475	262	3	kaye s-a	PERSON
futech-475	262	4	oviedo	GPE
futech-475	265	1	2023	CARDINAL
futech-475	265	2	77	CARDINAL
futech-475	265	3	101925	CARDINAL
futech-475	266	1	8	CARDINAL
futech-475	266	2	al-rahmi	PERSON
futech-475	266	3	w m	GPE
futech-475	267	1	2019	DATE
futech-475	268	1	9	CARDINAL
futech-475	270	1	2025	DATE
futech-475	270	2	7	CARDINAL
futech-475	270	3	1496518	DATE
futech-475	271	1	10	CARDINAL
futech-475	271	2	2025	DATE
futech-475	273	1	11	CARDINAL
futech-475	273	2	2025	CARDINAL
futech-475	273	3	1700	CARDINAL
futech-475	275	1	12	CARDINAL
futech-475	276	1	13	CARDINAL
futech-475	276	2	2025	CARDINAL
futech-475	277	1	14	CARDINAL
futech-475	277	2	tools[eb	ORG
futech-475	279	1	15	CARDINAL
futech-475	279	2	pandelea	NORP
futech-475	281	1	2023	CARDINAL
futech-475	281	2	3055-3155	DATE
futech-475	282	1	16	CARDINAL
futech-475	284	1	17	CARDINAL
futech-475	284	2	o'brien h l	ORG
futech-475	284	3	toms e g.	PERSON
futech-475	286	1	american	NORP
futech-475	286	2	2008	DATE
futech-475	286	3	59(6	CARDINAL
futech-475	286	4	938	CARDINAL
futech-475	287	1	18	CARDINAL
futech-475	288	1	caai	PERSON
futech-475	288	2	2023	CARDINAL
futech-475	288	3	260	CARDINAL
futech-475	289	1	19	CARDINAL
futech-475	289	2	cuomo m	PERSON
futech-475	290	1	2024	DATE
futech-475	290	2	29(11	DATE
futech-475	290	3	1-31	DATE
futech-475	291	1	20	CARDINAL
futech-475	291	2	lopes j m	PERSON
futech-475	291	3	nogueira e. anthropomorphism	PERSON
futech-475	292	1	2025	DATE
futech-475	292	2	11(1	CARDINAL
futech-475	292	3	2	CARDINAL
futech-475	293	1	21	CARDINAL
futech-475	294	1	2022	CARDINAL
futech-475	294	2	3	CARDINAL
futech-475	294	3	119	CARDINAL
futech-475	295	1	22	CARDINAL
futech-475	296	1	2025	DATE
futech-475	296	2	315	CARDINAL
futech-475	297	1	23	CARDINAL
futech-475	297	2	cheng c-f	PERSON
futech-475	297	3	huang c-c	PERSON
futech-475	297	4	lin m-c	PERSON
futech-475	298	1	2023	CARDINAL
futech-475	298	2	21582440231222760	DATE
futech-475	299	1	24	CARDINAL
futech-475	299	2	lefrid	PERSON
futech-475	299	3	richardson s	PERSON
futech-475	300	1	journal of hospitality & tourism education	ORG
futech-475	300	2	2024	DATE
futech-475	300	3	36(4	CARDINAL
futech-475	300	4	333347	DATE
futech-475	301	1	25	CARDINAL
futech-475	301	2	zhou l	PERSON
futech-475	301	3	li r. extending	PERSON
futech-475	302	1	2022	CARDINAL
futech-475	302	2	21582440221085259	DATE
futech-475	303	1	26	CARDINAL
futech-475	303	2	viglia g	PERSON
futech-475	303	3	srivastava p	PERSON
futech-475	304	1	contemporary hospitality management	ORG
futech-475	304	2	2024	DATE
futech-475	304	3	3324-3339	PRODUCT
futech-475	305	1	27	CARDINAL
futech-475	305	2	al-rahmi	PERSON
futech-475	306	1	2024	DATE
futech-475	306	2	10(8	CARDINAL
futech-475	307	1	28	CARDINAL
futech-475	307	2	marcos-matás	PERSON
futech-475	309	1	https://www.leadsquared.com/industries/education/digital-transformation-in-education-trends-strategies/	NORP
futech-475	309	2	https://www.leadsquared.com/industries/education/digital-transformation-in-education-trends-strategies/	NORP
futech-475	309	3	https://www.leadsquared.com/industries/education/digital-transformation-in-education-trends-strategies/	NORP
futech-475	310	1	https://www.ilearnlot.com/best-ai-virtual-sales-assistant-software-and-tools/81481/ https://www.ilearnlot.com/best-ai-virtual-sales-assistant-software-and-tools/81481/ https://chat360.io/blog/how-nlp-is-applied-to-process-and-comprehend-natural-language-in-voice-interactions/ https://chat360.io/blog/how-nlp-is-applied-to-process-and-comprehend-natural-language-in-voice-interactions/	ORG
futech-475	310	2	c. chen et al	PERSON
futech-475	310	3	november 2025|	DATE
futech-475	310	4	04	CARDINAL
futech-475	311	1	04	CARDINAL
futech-475	312	1	146	CARDINAL
futech-475	313	1	2023	CARDINAL
futech-475	313	2	49(2	DATE
futech-475	313	3	295	CARDINAL
futech-475	314	1	29	CARDINAL
futech-475	314	2	han s	ORG
futech-475	315	1	2022	CARDINAL
futech-475	315	2	12(2	DATE
futech-475	315	3	90	CARDINAL
futech-475	316	1	30	CARDINAL
futech-475	317	1	2023	CARDINAL
futech-475	317	2	5	CARDINAL
futech-475	317	3	1227749	DATE
futech-475	318	1	https://creativecommons.org/licenses/by/4.0/	WORK_OF_ART
futech-475	320	1	2	CARDINAL
futech-475	320	2	2.1	CARDINAL
futech-475	320	3	2.2	CARDINAL
futech-475	320	4	1	CARDINAL
futech-475	320	5	76.5%	PERCENT
futech-475	321	1	h7	ORG
futech-475	321	2	1	CARDINAL
futech-475	322	1	3	CARDINAL
futech-475	322	2	3.1	CARDINAL
futech-475	322	3	3.2	CARDINAL
futech-475	322	4	650	CARDINAL
futech-475	322	5	china	GPE
futech-475	322	6	six-month	DATE
futech-475	322	7	3.3	CARDINAL
futech-475	322	8	45	CARDINAL
futech-475	322	9	2	CARDINAL
futech-475	322	10	45-60 minutes	TIME
futech-475	323	1	7	CARDINAL
futech-475	323	2	1	CARDINAL
futech-475	323	3	7	CARDINAL
futech-475	324	1	6 months	DATE
futech-475	324	2	6-24 months	DATE
futech-475	324	3	2-4 years	DATE
futech-475	324	4	4 years	DATE
futech-475	325	1	weekly	DATE
futech-475	325	2	hours	TIME
futech-475	326	1	3.4	CARDINAL
futech-475	326	2	three	CARDINAL
futech-475	327	1	1	CARDINAL
futech-475	327	2	1	CARDINAL
futech-475	328	1	1.2	CARDINAL
futech-475	328	2	85,000	CARDINAL
futech-475	328	3	82.4%	PERCENT
futech-475	329	1	2	CARDINAL
futech-475	329	2	128	CARDINAL
futech-475	329	3	2	CARDINAL
futech-475	329	4	4	CARDINAL
futech-475	329	5	4.1	CARDINAL
futech-475	329	6	3	CARDINAL
futech-475	329	7	evening hours	TIME
futech-475	329	8	7-10 pm	TIME
futech-475	329	9	12-1 pm	TIME
futech-475	329	10	4.2	CARDINAL
futech-475	330	1	5	CARDINAL
futech-475	330	2	0.45	CARDINAL
futech-475	331	1	0.06	CARDINAL
futech-475	331	2	0.001	CARDINAL
futech-475	331	3	3	CARDINAL
futech-475	331	4	4.3 ml	QUANTITY
futech-475	331	5	650	CARDINAL
futech-475	333	1	rmsea	PERSON
futech-475	333	2	90%	PERCENT
futech-475	335	1	0.042	CARDINAL
futech-475	335	2	0.054	CARDINAL
futech-475	336	1	0.001	CARDINAL
futech-475	337	1	650	CARDINAL
futech-475	338	1	ci =	PERSON
futech-475	339	1	5,000	CARDINAL
futech-475	341	1	0.001	CARDINAL
futech-475	341	2	0.01	CARDINAL
futech-475	341	3	0.05	CARDINAL
futech-475	342	1	xgboost	PERSON
futech-475	342	2	3	CARDINAL
futech-475	342	3	ω,,𝑓-𝑘	CARDINAL
futech-475	342	4	4	CARDINAL
futech-475	342	5	five	CARDINAL
futech-475	342	6	84%	PERCENT
futech-475	343	1	4	CARDINAL
futech-475	344	1	shap	ORG
futech-475	344	2	20	CARDINAL
futech-475	347	1	5-fold	CARDINAL
futech-475	349	1	32	CARDINAL
futech-475	351	1	4.4	CARDINAL
futech-475	351	2	45	CARDINAL
futech-475	351	3	three	CARDINAL
futech-475	351	4	emplo	PERSON
futech-475	352	1	5	CARDINAL
futech-475	352	2	tam	PERSON
futech-475	352	3	26	CARDINAL
futech-475	353	1	5	CARDINAL
futech-475	354	1	0	CARDINAL
futech-475	354	2	clv	ORG
futech-475	354	3	1.0	CARDINAL
futech-475	355	1	0.001	CARDINAL
futech-475	356	1	45	CARDINAL
futech-475	358	1	cohen's	ORG
futech-475	358	2	0.84	CARDINAL
futech-475	360	1	5	CARDINAL
futech-475	363	1	28	CARDINAL
futech-475	363	2	6	CARDINAL
futech-475	366	1	1	CARDINAL
futech-475	368	1	2	CARDINAL
futech-475	368	2	karam s	ORG
futech-475	368	3	borna s.	PERSON
futech-475	369	1	2021	CARDINAL
futech-475	369	2	31(1	CARDINAL
futech-475	369	3	2-13	DATE
futech-475	370	1	3	CARDINAL
futech-475	372	1	4	CARDINAL
futech-475	373	1	2023	CARDINAL
futech-475	373	2	20(1	CARDINAL
futech-475	373	3	49	DATE
futech-475	374	1	5	CARDINAL
futech-475	374	2	li n	PERSON
futech-475	376	1	2023	CARDINAL
futech-475	376	2	28(11	DATE
futech-475	376	3	15381-15413	DATE
futech-475	377	1	6	CARDINAL
futech-475	377	2	calegari g r	ORG
futech-475	378	1	2022	CARDINAL
futech-475	378	2	9(1	DATE
futech-475	378	3	1-21	DATE
futech-475	379	1	7	CARDINAL
futech-475	379	2	kelly s	PERSON
futech-475	379	3	kaye s-a	PERSON
futech-475	379	4	oviedo	GPE
futech-475	382	1	2023	CARDINAL
futech-475	382	2	77	CARDINAL
futech-475	382	3	101925	CARDINAL
futech-475	383	1	8	CARDINAL
futech-475	383	2	al-rahmi	PERSON
futech-475	383	3	w m	GPE
futech-475	384	1	2019	DATE
futech-475	385	1	9	CARDINAL
futech-475	387	1	2025	DATE
futech-475	387	2	7	CARDINAL
futech-475	387	3	1496518	DATE
futech-475	388	1	10	CARDINAL
futech-475	388	2	2025	DATE
futech-475	390	1	11	CARDINAL
futech-475	390	2	2025	CARDINAL
futech-475	390	3	1700	CARDINAL
futech-475	392	1	12	CARDINAL
futech-475	394	1	13	CARDINAL
futech-475	394	2	2025	CARDINAL
futech-475	396	1	14	CARDINAL
futech-475	396	2	tools[eb	ORG
futech-475	398	1	15	CARDINAL
futech-475	398	2	pandelea	NORP
futech-475	400	1	2023	CARDINAL
futech-475	400	2	3055-3155	DATE
futech-475	401	1	16	CARDINAL
futech-475	403	1	17	CARDINAL
futech-475	403	2	o'brien h l	ORG
futech-475	403	3	toms e g.	PERSON
futech-475	405	1	american	NORP
futech-475	405	2	2008	DATE
futech-475	405	3	59(6	CARDINAL
futech-475	405	4	938	CARDINAL
futech-475	406	1	18	CARDINAL
futech-475	407	1	caai	PERSON
futech-475	407	2	2023	CARDINAL
futech-475	407	3	260	CARDINAL
futech-475	408	1	19	CARDINAL
futech-475	408	2	cuomo m	PERSON
futech-475	409	1	2024	DATE
futech-475	409	2	29(11	DATE
futech-475	409	3	1-31	DATE
futech-475	410	1	20	CARDINAL
futech-475	410	2	lopes j m	PERSON
futech-475	410	3	nogueira e. anthropomorphism	PERSON
futech-475	411	1	2025	DATE
futech-475	411	2	11(1	CARDINAL
futech-475	411	3	2	CARDINAL
futech-475	412	1	21	CARDINAL
futech-475	413	1	2022	CARDINAL
futech-475	413	2	3	CARDINAL
futech-475	413	3	119	CARDINAL
futech-475	414	1	22	CARDINAL
futech-475	415	1	2025	DATE
futech-475	415	2	315	CARDINAL
futech-475	416	1	23	CARDINAL
futech-475	416	2	cheng c-f	PERSON
futech-475	416	3	huang c-c	PERSON
futech-475	416	4	lin m-c	PERSON
futech-475	417	1	2023	CARDINAL
futech-475	417	2	21582440231222760	DATE
futech-475	418	1	24	CARDINAL
futech-475	418	2	lefrid	PERSON
futech-475	418	3	richardson s	PERSON
futech-475	419	1	journal of hospitality & tourism education	ORG
futech-475	419	2	2024	DATE
futech-475	419	3	36(4	DATE
futech-475	419	4	333	CARDINAL
futech-475	420	1	25	CARDINAL
futech-475	420	2	zhou l	PERSON
futech-475	420	3	li r. extending	PERSON
futech-475	421	1	2022	CARDINAL
futech-475	421	2	21582440221085259	DATE
futech-475	422	1	26	CARDINAL
futech-475	422	2	viglia g	PERSON
futech-475	422	3	srivastava p	PERSON
futech-475	423	1	contemporary hospitality management	ORG
futech-475	423	2	2024	DATE
futech-475	423	3	3324-3339	PRODUCT
futech-475	424	1	27	CARDINAL
futech-475	424	2	al-rahmi	PERSON
futech-475	425	1	2024	DATE
futech-475	425	2	10(8	CARDINAL
futech-475	426	1	28	CARDINAL
futech-475	426	2	marcos-matás	PERSON
futech-475	427	1	2	CARDINAL
futech-475	428	1	29	CARDINAL
futech-475	428	2	han s	ORG
futech-475	429	1	30	CARDINAL
futech-475	430	1	2023	CARDINAL
futech-475	430	2	5	CARDINAL
futech-475	430	3	1227749	DATE