{"id":"https://openalex.org/W4409721682","doi":"https://doi.org/10.1007/s41060-025-00774-3","title":"Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs","display_name":"Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4409721682","doi":"https://doi.org/10.1007/s41060-025-00774-3"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00774-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00774-3","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/A5060789626","display_name":"Shan Zhong","orcid":"https://orcid.org/0000-0002-5417-0377"},"institutions":[{"id":"https://openalex.org/I898250095","display_name":"Industrial and Commercial Bank of China","ror":"https://ror.org/02zcab046","country_code":"CN","type":"other","lineage":["https://openalex.org/I898250095"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shan Zhong","raw_affiliation_strings":["Industrial Bank Co.Ltd, No. 500, Lai\u2019an Road, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Bank Co.Ltd, No. 500, Lai\u2019an Road, Shanghai, China","institution_ids":["https://openalex.org/I898250095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101164156","display_name":"Jiahao Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Zeng","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, 2001 Longxiang Ave, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, 2001 Longxiang Ave, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029368027","display_name":"Yongxin Yu","orcid":"https://orcid.org/0000-0002-2515-8061"},"institutions":[{"id":"https://openalex.org/I898250095","display_name":"Industrial and Commercial Bank of China","ror":"https://ror.org/02zcab046","country_code":"CN","type":"other","lineage":["https://openalex.org/I898250095"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Yu","raw_affiliation_strings":["Industrial Bank Co.Ltd, No. 500, Lai\u2019an Road, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Bank Co.Ltd, No. 500, Lai\u2019an Road, Shanghai, China","institution_ids":["https://openalex.org/I898250095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006861771","display_name":"Bohong Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I898250095","display_name":"Industrial and Commercial Bank of China","ror":"https://ror.org/02zcab046","country_code":"CN","type":"other","lineage":["https://openalex.org/I898250095"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohong Lin","raw_affiliation_strings":["Industrial Bank Co.Ltd, No. 398, Jiangbin Middle Avenue, Fuzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Bank Co.Ltd, No. 398, Jiangbin Middle Avenue, Fuzhou, Fujian, China","institution_ids":["https://openalex.org/I898250095"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060789626"],"corresponding_institution_ids":["https://openalex.org/I898250095"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":12.3418,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98242035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"20","issue":"6","first_page":"5377","last_page":"5398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994000196456909,"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":0.9994000196456909,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9962000250816345,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7567410469055176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6032746434211731},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.5017755031585693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45687049627304077},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3604387044906616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32331377267837524},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32156383991241455}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7567410469055176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6032746434211731},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.5017755031585693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45687049627304077},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3604387044906616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32331377267837524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32156383991241455}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00774-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00774-3","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":[{"display_name":"Quality Education","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W102257363","https://openalex.org/W569478347","https://openalex.org/W2021687153","https://openalex.org/W2095897464","https://openalex.org/W2591922431","https://openalex.org/W2759474451","https://openalex.org/W2772326905","https://openalex.org/W2897098357","https://openalex.org/W2898233200","https://openalex.org/W2910148935","https://openalex.org/W2963545917","https://openalex.org/W2970043232","https://openalex.org/W3019087140","https://openalex.org/W3071522575","https://openalex.org/W3114034564","https://openalex.org/W3130088724","https://openalex.org/W3134887725","https://openalex.org/W3176923149","https://openalex.org/W3186332848","https://openalex.org/W4318595446","https://openalex.org/W4322766882","https://openalex.org/W4382246105","https://openalex.org/W4385567149","https://openalex.org/W4385570639","https://openalex.org/W4385571157","https://openalex.org/W4385571260","https://openalex.org/W4385571571","https://openalex.org/W4389523706","https://openalex.org/W4401857375","https://openalex.org/W4402353595","https://openalex.org/W4402667093","https://openalex.org/W4402670856","https://openalex.org/W4406983345","https://openalex.org/W6603376977"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W4401883448","https://openalex.org/W2113424041","https://openalex.org/W2120258591","https://openalex.org/W2378227553","https://openalex.org/W1584028106","https://openalex.org/W2385548616","https://openalex.org/W4313193953","https://openalex.org/W2967215460","https://openalex.org/W1789480965"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
