{"id":"https://openalex.org/W4415546124","doi":"https://doi.org/10.1016/j.knosys.2025.114768","title":"Introducing transfer learning to extract the implicit features of text: A new method for E-commerce enterprise classification","display_name":"Introducing transfer learning to extract the implicit features of text: A new method for E-commerce enterprise classification","publication_year":2025,"publication_date":"2025-10-25","ids":{"openalex":"https://openalex.org/W4415546124","doi":"https://doi.org/10.1016/j.knosys.2025.114768"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2025.114768","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.114768","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","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/A5100431906","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-9991-9687"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China"],"raw_orcid":"https://orcid.org/0000-0002-9991-9687","affiliations":[{"raw_affiliation_string":"Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shihan Huang","orcid":"https://orcid.org/0009-0005-0832-5314"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihan Huang","raw_affiliation_strings":["Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China"],"raw_orcid":"https://orcid.org/0009-0005-0832-5314","affiliations":[{"raw_affiliation_string":"Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015653501","display_name":"Lei Bing","orcid":"https://orcid.org/0000-0002-1073-4724"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Lei","raw_affiliation_strings":["Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China"],"raw_orcid":"https://orcid.org/0000-0002-1073-4724","affiliations":[{"raw_affiliation_string":"Business Intelligence and Knowledge Engineering Laboratory, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"School of Management, Henan University of Technology, Zhengzhou, Henan Province, 450001, PR China","institution_ids":["https://openalex.org/I36152291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5015653501"],"corresponding_institution_ids":["https://openalex.org/I36152291"],"apc_list":{"value":3430,"currency":"USD","value_usd":3430},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10443148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"331","issue":null,"first_page":"114768","last_page":"114768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9857000112533569,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9857000112533569,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9835000038146973,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.921999990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6122999787330627},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5674999952316284},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5267000198364258},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5121999979019165},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45730000734329224},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.42100000381469727},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.4180999994277954},{"id":"https://openalex.org/keywords/feature-model","display_name":"Feature model","score":0.3831999897956848},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.3499000072479248}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825000286102295},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6122999787330627},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5674999952316284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5371000170707703},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5267000198364258},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5121999979019165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4894999861717224},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45730000734329224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43810001015663147},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.42100000381469727},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.4180999994277954},{"id":"https://openalex.org/C101814296","wikidata":"https://www.wikidata.org/wiki/Q5439685","display_name":"Feature model","level":3,"score":0.3831999897956848},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.3149999976158142},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.2955999970436096},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.28769999742507935},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2025.114768","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.114768","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G138950149","display_name":null,"funder_award_id":"H2025110GL-0382","funder_id":"https://openalex.org/F4320322878","funder_display_name":"Henan University"},{"id":"https://openalex.org/G2089126844","display_name":null,"funder_award_id":"2025-SKTXTD-07","funder_id":"https://openalex.org/F4320321955","funder_display_name":"Henan University of Technology"},{"id":"https://openalex.org/G3279777262","display_name":null,"funder_award_id":"2024CJJ052","funder_id":"https://openalex.org/F4320326278","funder_display_name":"Philosophy and Social Science Foundation of Hunan Province"},{"id":"https://openalex.org/G3889295562","display_name":null,"funder_award_id":"242300421710","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"},{"id":"https://openalex.org/G4837255975","display_name":null,"funder_award_id":"2022BS043","funder_id":"https://openalex.org/F4320321955","funder_display_name":"Henan University of Technology"},{"id":"https://openalex.org/G6559252006","display_name":null,"funder_award_id":"24BGL311","funder_id":"https://openalex.org/F4320326290","funder_display_name":"National Planning Office of Philosophy and Social Science"}],"funders":[{"id":"https://openalex.org/F4320321955","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55"},{"id":"https://openalex.org/F4320322878","display_name":"Henan University","ror":"https://ror.org/003xyzq10"},{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null},{"id":"https://openalex.org/F4320326278","display_name":"Philosophy and Social Science Foundation of Hunan Province","ror":null},{"id":"https://openalex.org/F4320326290","display_name":"National Planning Office of Philosophy and Social Science","ror":null},{"id":"https://openalex.org/F4320326718","display_name":"Science and Technology Department, Henan Province","ror":null},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1989010452","https://openalex.org/W2317515691","https://openalex.org/W2785364810","https://openalex.org/W2944954104","https://openalex.org/W3007551217","https://openalex.org/W3041133507","https://openalex.org/W3082776374","https://openalex.org/W3088400790","https://openalex.org/W3156158944","https://openalex.org/W3159897038","https://openalex.org/W3164203256","https://openalex.org/W3167108542","https://openalex.org/W3169646931","https://openalex.org/W3186223381","https://openalex.org/W3202548348","https://openalex.org/W4220681974","https://openalex.org/W4287511926","https://openalex.org/W4288056514","https://openalex.org/W4295296320","https://openalex.org/W4298007906","https://openalex.org/W4311404181","https://openalex.org/W4312159352","https://openalex.org/W4313232423","https://openalex.org/W4317565996","https://openalex.org/W4317931208","https://openalex.org/W4376116890","https://openalex.org/W4377100915","https://openalex.org/W4377695692","https://openalex.org/W4382810982","https://openalex.org/W4385403759","https://openalex.org/W4385811987","https://openalex.org/W4386632308","https://openalex.org/W4386695870","https://openalex.org/W4388776207","https://openalex.org/W4389281887","https://openalex.org/W4391326518","https://openalex.org/W4394849346","https://openalex.org/W4399010430","https://openalex.org/W4400520877","https://openalex.org/W4400765405","https://openalex.org/W4402171034","https://openalex.org/W4402483290","https://openalex.org/W4403870397","https://openalex.org/W4404057987","https://openalex.org/W4405363817","https://openalex.org/W4405963911","https://openalex.org/W4406917337","https://openalex.org/W4407134823","https://openalex.org/W4408475965","https://openalex.org/W4409472715"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-25T00:00:00"}
