{"id":"https://openalex.org/W4396242701","doi":"https://doi.org/10.1109/access.2024.3394853","title":"Enhancing the Performance of Multi-Category Text Classification via Label Relation Mining","display_name":"Enhancing the Performance of Multi-Category Text Classification via Label Relation Mining","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396242701","doi":"https://doi.org/10.1109/access.2024.3394853"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3394853","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3394853","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3394853","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100377634","display_name":"Yun Wang","orcid":"https://orcid.org/0000-0002-7512-0168"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun Wang","raw_affiliation_strings":["China Mobile System Integration Company Ltd, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile System Integration Company Ltd, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000333588","display_name":"Tian Kang","orcid":"https://orcid.org/0000-0002-8460-7525"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Tian","raw_affiliation_strings":["China Mobile System Integration Company Ltd, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Mobile System Integration Company Ltd, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100629670","display_name":"Y. N. Gao","orcid":"https://orcid.org/0009-0003-2556-3686"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanghan Gao","raw_affiliation_strings":["Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101996884","display_name":"Bowen Hu","orcid":"https://orcid.org/0000-0003-3829-1563"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Hu","raw_affiliation_strings":["Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002006578","display_name":"Xiaoyang Li","orcid":"https://orcid.org/0009-0008-0398-1218"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Li","raw_affiliation_strings":["Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065675742","display_name":"Yadong Zhou","orcid":"https://orcid.org/0000-0003-0345-3518"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadong Zhou","raw_affiliation_strings":["Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100377634"],"corresponding_institution_ids":["https://openalex.org/I180662265"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7362432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"61433","last_page":"61442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9965000152587891,"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/computer-science","display_name":"Computer science","score":0.723926842212677},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7175707817077637},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44889453053474426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42066699266433716},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33212488889694214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3268005847930908}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.723926842212677},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7175707817077637},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44889453053474426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42066699266433716},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33212488889694214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3268005847930908}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3394853","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3394853","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3c68c6b70d6646bda9ee8d794cf68e77","is_oa":true,"landing_page_url":"https://doaj.org/article/3c68c6b70d6646bda9ee8d794cf68e77","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 61433-61442 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3394853","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3394853","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1753402186","https://openalex.org/W1990519701","https://openalex.org/W1999954155","https://openalex.org/W2114315281","https://openalex.org/W2118712128","https://openalex.org/W2133564696","https://openalex.org/W2156935079","https://openalex.org/W2250539671","https://openalex.org/W2279689406","https://openalex.org/W2740706416","https://openalex.org/W2798754355","https://openalex.org/W2896457183","https://openalex.org/W2909277183","https://openalex.org/W2939507640","https://openalex.org/W2962739339","https://openalex.org/W2963248507","https://openalex.org/W2963631426","https://openalex.org/W2963912736","https://openalex.org/W2963974889","https://openalex.org/W2964046515","https://openalex.org/W2977540023","https://openalex.org/W2981413347","https://openalex.org/W2983446232","https://openalex.org/W2998436114","https://openalex.org/W3085804837","https://openalex.org/W3121601851","https://openalex.org/W3129603602","https://openalex.org/W3130909864","https://openalex.org/W3155001903","https://openalex.org/W3172509117","https://openalex.org/W3175161202","https://openalex.org/W3187071356","https://openalex.org/W3193396141","https://openalex.org/W3204892645","https://openalex.org/W4205462621","https://openalex.org/W4214854098","https://openalex.org/W4221167764","https://openalex.org/W4226019082","https://openalex.org/W4226112897","https://openalex.org/W4287028701","https://openalex.org/W4296440242","https://openalex.org/W4311147043","https://openalex.org/W4323044186","https://openalex.org/W4385245566","https://openalex.org/W4389509840","https://openalex.org/W6679434410","https://openalex.org/W6680532216","https://openalex.org/W6682137061","https://openalex.org/W6743622377","https://openalex.org/W6752554729","https://openalex.org/W6755207826","https://openalex.org/W6761748628","https://openalex.org/W6788467338","https://openalex.org/W6797613833","https://openalex.org/W6799554919"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Multi-category":[0],"text":[1,29,48,54,64,109],"classification":[2,49],"aims":[3],"to":[4,10,70,89,107,140],"assign":[5],"labels":[6,23],"under":[7],"multiple":[8],"categories":[9],"each":[11],"sample":[12],"in":[13],"the":[14,20,60,63,66,72,75,141],"dataset.":[15],"However,":[16],"most":[17],"researchers":[18],"overlook":[19],"relationship":[21],"between":[22],"and":[24,30,53,93,110],"do":[25],"not":[26],"effectively":[27],"incorporate":[28],"label":[31,40,51,80,97,111],"information.":[32,55],"To":[33],"address":[34],"these":[35],"problems,":[36],"we":[37,57],"propose":[38],"a":[39,79,100],"embedding":[41,81,112],"joint":[42,101],"cross-attention":[43,102],"(LEJCA)":[44],"model":[45,104],"for":[46],"multi-category":[47],"using":[50],"relations":[52],"Specifically,":[56],"first":[58],"input":[59],"characters":[61],"of":[62,74,96],"into":[65],"Pre-training":[67],"Language":[68],"Model":[69],"obtain":[71],"representation":[73,86],"text.":[76],"In":[77],"addition,":[78],"method":[82],"based":[83],"on":[84,116],"graph":[85],"is":[87,105,130],"proposed":[88,106],"realize":[90],"multi-dimensional":[91],"mining":[92],"quantitative":[94],"description":[95],"relations.":[98],"Finally,":[99],"(JCA)":[103],"integrate":[108],"representations.":[113],"Experimental":[114],"results":[115],"our":[117],"own":[118],"constructed":[119],"dataset":[120],"E-government":[121],"document":[122],"show":[123],"that":[124],"LEJCA":[125],"\u2019s":[126],"micro-average":[127],"F1":[128],"score":[129],"improved":[131],"by":[132],"<inline-formula":[133],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[134],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[135],"<tex-math":[136],"notation=\"LaTeX\">$9.7~{\\%}$":[137],"</tex-math></inline-formula>":[138],"compared":[139],"baseline\u2019s":[142],"best":[143],"result.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}