{"id":"https://openalex.org/W4414597905","doi":"https://doi.org/10.1007/s10586-025-05653-x","title":"Enhancing multi-source cross-domain sentiment classification with generative adversarial networks and transfer learning","display_name":"Enhancing multi-source cross-domain sentiment classification with generative adversarial networks and transfer learning","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4414597905","doi":"https://doi.org/10.1007/s10586-025-05653-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05653-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05653-x","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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/A5039696704","display_name":"Chuanjun Zhao","orcid":"https://orcid.org/0000-0002-0890-3795"},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuanjun Zhao","raw_affiliation_strings":["Economic Big Data Shanxi Province Key Laboratory, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic Big Data Shanxi Province Key Laboratory, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]},{"raw_affiliation_string":"School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111185586","display_name":"Xuzhuang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzhuang Sun","raw_affiliation_strings":["School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100762296","display_name":"Xinyi Yang","orcid":"https://orcid.org/0009-0002-1138-0574"},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Yang","raw_affiliation_strings":["School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025930764","display_name":"Lu Kang","orcid":"https://orcid.org/0000-0002-0223-1094"},"institutions":[{"id":"https://openalex.org/I170751988","display_name":"Shanxi University of Finance and Economics","ror":"https://ror.org/04nte7y58","country_code":"CN","type":"education","lineage":["https://openalex.org/I170751988"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Kang","raw_affiliation_strings":["School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Shanxi University of Finance and Economics, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I170751988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100933736","display_name":"Lihua Shen","orcid":"https://orcid.org/0009-0005-7708-1448"},"institutions":[{"id":"https://openalex.org/I4210165015","display_name":"Shanxi Science and Technology Department","ror":"https://ror.org/05vp4an32","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Shen","raw_affiliation_strings":["Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I4210165015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730081","display_name":"Jing Gao","orcid":"https://orcid.org/0000-0002-5940-1461"},"institutions":[{"id":"https://openalex.org/I4210165015","display_name":"Shanxi Science and Technology Department","ror":"https://ror.org/05vp4an32","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Gao","raw_affiliation_strings":["Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I4210165015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046091734","display_name":"Yanjie Wang","orcid":"https://orcid.org/0000-0003-2890-7424"},"institutions":[{"id":"https://openalex.org/I4210165015","display_name":"Shanxi Science and Technology Department","ror":"https://ror.org/05vp4an32","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210165015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjie Wang","raw_affiliation_strings":["Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Information Technology Application Innovation Engineering Research Center, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I4210165015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039696704"],"corresponding_institution_ids":["https://openalex.org/I170751988"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":4.9129,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95043265,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"28","issue":"14","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8493000268936157},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.7005000114440918},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6413000226020813},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5960999727249146},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5914999842643738},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5250999927520752},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5220000147819519},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5008000135421753},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4352000057697296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8723000288009644},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8493000268936157},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7005000114440918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6873999834060669},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6413000226020813},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5960999727249146},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5914999842643738},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5250999927520752},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5220000147819519},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5210999846458435},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5008000135421753},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4352000057697296},{"id":"https://openalex.org/C2779178101","wikidata":"https://www.wikidata.org/wiki/Q6987274","display_name":"Negative transfer","level":3,"score":0.42719998955726624},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.40610000491142273},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.3662000000476837},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C2780665216","wikidata":"https://www.wikidata.org/wiki/Q6934498","display_name":"Multi-source","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.25760000944137573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05653-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05653-x","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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":37,"referenced_works":["https://openalex.org/W1535617388","https://openalex.org/W2012231141","https://openalex.org/W2050398567","https://openalex.org/W2164943005","https://openalex.org/W2516871718","https://openalex.org/W2800344590","https://openalex.org/W2964665600","https://openalex.org/W2980630789","https://openalex.org/W2989675056","https://openalex.org/W3037757213","https://openalex.org/W3089299216","https://openalex.org/W3100374211","https://openalex.org/W3129227114","https://openalex.org/W3160851104","https://openalex.org/W3175183722","https://openalex.org/W3186924696","https://openalex.org/W3216759837","https://openalex.org/W4220726338","https://openalex.org/W4226268614","https://openalex.org/W4226277193","https://openalex.org/W4281633243","https://openalex.org/W4281785281","https://openalex.org/W4291493984","https://openalex.org/W4301394036","https://openalex.org/W4307298796","https://openalex.org/W4310124887","https://openalex.org/W4381786099","https://openalex.org/W4388909426","https://openalex.org/W4389264584","https://openalex.org/W4391645799","https://openalex.org/W4392199891","https://openalex.org/W4393042705","https://openalex.org/W4400192096","https://openalex.org/W4401385595","https://openalex.org/W4409683683","https://openalex.org/W4409686162","https://openalex.org/W4410870785"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
