{"id":"https://openalex.org/W3037575264","doi":"https://doi.org/10.1142/s0218194020500229","title":"Categorization of Multiple Documents Using Fuzzy Overlapping Clustering Based on Formal Concept Analysis","display_name":"Categorization of Multiple Documents Using Fuzzy Overlapping Clustering Based on Formal Concept Analysis","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3037575264","doi":"https://doi.org/10.1142/s0218194020500229","mag":"3037575264"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194020500229","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194020500229","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","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/A5100774971","display_name":"Yi-Hui Chen","orcid":"https://orcid.org/0000-0003-1146-4073"},"institutions":[{"id":"https://openalex.org/I173093425","display_name":"Chang Gung University","ror":"https://ror.org/00d80zx46","country_code":"TW","type":"education","lineage":["https://openalex.org/I173093425"]},{"id":"https://openalex.org/I4210093821","display_name":"Kaohsiung Chang Gung Memorial Hospital","ror":"https://ror.org/00k194y12","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210093821"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Hui Chen","raw_affiliation_strings":["Department of Information Management, Chang Gung University, Taoyuan 33302, Taiwan","Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Chang Gung University, Taoyuan 33302, Taiwan","institution_ids":["https://openalex.org/I173093425"]},{"raw_affiliation_string":"Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210093821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013191377","display_name":"Eric Jui\u2010Lin Lu","orcid":"https://orcid.org/0000-0001-7953-5486"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Eric Jui-Lin Lu","raw_affiliation_strings":["Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102919724","display_name":"Yawen Cheng","orcid":"https://orcid.org/0000-0002-8312-7757"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ya-Wen Cheng","raw_affiliation_strings":["Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4371,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68825371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"05","first_page":"631","last_page":"647"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9876999855041504,"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":0.9815999865531921,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8501152992248535},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.7207920551300049},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113111019134521},{"id":"https://openalex.org/keywords/conceptual-clustering","display_name":"Conceptual clustering","score":0.6630046367645264},{"id":"https://openalex.org/keywords/brown-clustering","display_name":"Brown clustering","score":0.5919418334960938},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5903874039649963},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5809987187385559},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5114964246749878},{"id":"https://openalex.org/keywords/biclustering","display_name":"Biclustering","score":0.4937489926815033},{"id":"https://openalex.org/keywords/complete-linkage-clustering","display_name":"Complete-linkage clustering","score":0.48638013005256653},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4811890721321106},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.4805717468261719},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.46929270029067993},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.4466260075569153},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.4442431330680847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3989366292953491},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1719711720943451}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8501152992248535},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.7207920551300049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113111019134521},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.6630046367645264},{"id":"https://openalex.org/C167984511","wikidata":"https://www.wikidata.org/wiki/Q17003931","display_name":"Brown clustering","level":5,"score":0.5919418334960938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5903874039649963},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5809987187385559},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5114964246749878},{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.4937489926815033},{"id":"https://openalex.org/C23822008","wikidata":"https://www.wikidata.org/wiki/Q5156437","display_name":"Complete-linkage clustering","level":5,"score":0.48638013005256653},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4811890721321106},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.4805717468261719},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.46929270029067993},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.4466260075569153},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.4442431330680847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3989366292953491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1719711720943451},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218194020500229","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194020500229","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"},{"id":"pmh:oai:ir.lib.nchu.edu.tw:11455/100462","is_oa":false,"landing_page_url":"http://hdl.handle.net/11455/100462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W40976687","https://openalex.org/W1567704565","https://openalex.org/W1715259724","https://openalex.org/W1992419399","https://openalex.org/W1995450389","https://openalex.org/W1995741265","https://openalex.org/W2009452011","https://openalex.org/W2031920400","https://openalex.org/W2061410786","https://openalex.org/W2063372053","https://openalex.org/W2064909362","https://openalex.org/W2072240081","https://openalex.org/W2097464974","https://openalex.org/W2118782187","https://openalex.org/W2140405352","https://openalex.org/W2142522063","https://openalex.org/W2474271583","https://openalex.org/W2964338416","https://openalex.org/W4234423219"],"related_works":["https://openalex.org/W2998221688","https://openalex.org/W1997571094","https://openalex.org/W2126459812","https://openalex.org/W2130194910","https://openalex.org/W69724053","https://openalex.org/W4378627977","https://openalex.org/W4312222690","https://openalex.org/W3037575264","https://openalex.org/W2556924671","https://openalex.org/W4238952262"],"abstract_inverted_index":{"Most":[0],"clustering":[1,46,92,117,124],"algorithms":[2,47],"build":[3],"disjoint":[4],"clusters.":[5,62],"However,":[6],"clusters":[7],"might":[8],"be":[9,33,56,143],"overlapped":[10],"because":[11],"documents":[12],"may":[13,32],"belong":[14],"to":[15,58],"two":[16,102],"or":[17,39,60],"more":[18,61,119],"categories":[19],"in":[20,72,78,86,137,145],"the":[21,29,107,113,130,133],"real":[22],"world.":[23],"For":[24],"example,":[25],"a":[26,53],"paper":[27],"discussing":[28],"Apple":[30],"Watch":[31],"categorized":[34],"into":[35],"either":[36],"3C,":[37],"Fashion,":[38],"even":[40],"Clothing":[41],"and":[42],"Shoes.":[43],"Therefore,":[44],"overlapping":[45,87,91,116,123,138],"have":[48],"been":[49,76,84],"studied":[50,85],"such":[51,147],"that":[52,112],"resource":[54],"can":[55,142],"assigned":[57],"one":[59],"Formal":[63],"Concept":[64],"Analysis":[65],"(FCA),":[66],"which":[67],"has":[68,75,82],"many":[69],"practical":[70],"applications":[71,146],"information":[73],"science,":[74],"used":[77,136,144],"disjoin":[79],"clustering,":[80],"but":[81],"not":[83],"clustering.":[88,139],"To":[89],"make":[90],"possible":[93],"by":[94],"using":[95],"FCA,":[96],"we":[97],"propose":[98],"an":[99],"approach,":[100],"including":[101],"types":[103],"of":[104,132],"transformation.":[105],"From":[106],"experimental":[108],"results,":[109],"it":[110,141],"shows":[111],"proposed":[114,134],"fuzzy":[115],"performed":[118],"efficiently":[120],"than":[121],"existing":[122],"methods.":[125],"The":[126],"positive":[127],"results":[128],"confirm":[129],"feasibility":[131],"scheme":[135],"Also,":[140],"as":[148],"recommendation":[149],"systems.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
