{"id":"https://openalex.org/W7154217961","doi":"https://doi.org/10.1007/s41060-026-01104-x","title":"Predicting online shopping intentions using TabNet-based ensemble learning approach","display_name":"Predicting online shopping intentions using TabNet-based ensemble learning approach","publication_year":2026,"publication_date":"2026-04-15","ids":{"openalex":"https://openalex.org/W7154217961","doi":"https://doi.org/10.1007/s41060-026-01104-x"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-026-01104-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-026-01104-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133553743","display_name":"Yang Zhen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110780","display_name":"HUI Research (Sweden)","ror":"https://ror.org/021t57y21","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210110780"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Yang Zhen","raw_affiliation_strings":["School of Computer and Art, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Art, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China","institution_ids":["https://openalex.org/I4210110780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461195","display_name":"Lili Zhang","orcid":"https://orcid.org/0000-0002-4129-0644"},"institutions":[{"id":"https://openalex.org/I4210114245","display_name":"Anhui Business College","ror":"https://ror.org/02d0cgn19","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114245"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Zhang","raw_affiliation_strings":["Business and Trade School, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business and Trade School, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China","institution_ids":["https://openalex.org/I4210114245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090874750","display_name":"Xiaoyan Zhu","orcid":"https://orcid.org/0000-0001-7657-6514"},"institutions":[{"id":"https://openalex.org/I4210110780","display_name":"HUI Research (Sweden)","ror":"https://ror.org/021t57y21","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210110780"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Xiaoyan Zhu","raw_affiliation_strings":["School of Computer and Art, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Art, Anhui Technical College of Industry and Economy, No. 66, Qimen Road, Hefei, 230051, Anhui, China","institution_ids":["https://openalex.org/I4210110780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090874750"],"corresponding_institution_ids":["https://openalex.org/I4210110780"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41513234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.08579999953508377,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.08579999953508377,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.06710000336170197,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.0617000013589859,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5217999815940857},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.35760000348091125},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.3248000144958496},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.27149999141693115},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.26899999380111694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497999787330627},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5217999815940857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4634000062942505},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.35760000348091125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3312000036239624},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.3248000144958496},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24549999833106995}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-026-01104-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-026-01104-x","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2089611415","https://openalex.org/W2115629999","https://openalex.org/W2167055186","https://openalex.org/W2601628540","https://openalex.org/W2743334866","https://openalex.org/W2801922753","https://openalex.org/W3011935657","https://openalex.org/W3029075557","https://openalex.org/W3113886269","https://openalex.org/W3134750693","https://openalex.org/W3174086521","https://openalex.org/W3191493057","https://openalex.org/W3198937318","https://openalex.org/W3207204565","https://openalex.org/W4200340279","https://openalex.org/W4206147047","https://openalex.org/W4210647952","https://openalex.org/W4213129920","https://openalex.org/W4306317696","https://openalex.org/W4308750126","https://openalex.org/W4309048484","https://openalex.org/W4323311252","https://openalex.org/W4362579746","https://openalex.org/W4383344026","https://openalex.org/W4387517617","https://openalex.org/W4388657202","https://openalex.org/W4389041589","https://openalex.org/W4394010018","https://openalex.org/W4401628741","https://openalex.org/W4412378205"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-04-15T00:00:00"}