{"id":"https://openalex.org/W2080354349","doi":"https://doi.org/10.1142/s1469026802000609","title":"IDENTIFYING TOPICS FOR WEB DOCUMENTS THROUGH FUZZY ASSOCIATION LEARNING","display_name":"IDENTIFYING TOPICS FOR WEB DOCUMENTS THROUGH FUZZY ASSOCIATION LEARNING","publication_year":2002,"publication_date":"2002-09-01","ids":{"openalex":"https://openalex.org/W2080354349","doi":"https://doi.org/10.1142/s1469026802000609","mag":"2080354349"},"language":"en","primary_location":{"id":"doi:10.1142/s1469026802000609","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026802000609","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","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/A5039935135","display_name":"Choochart Haruechaiyasak","orcid":"https://orcid.org/0000-0002-2734-4490"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"CHOOCHART HARUECHAIYASAK","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33124-0640, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33124-0640, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036221136","display_name":"Mei\u2010Ling Shyu","orcid":"https://orcid.org/0000-0003-0902-0844"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MEI-LING SHYU","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33124-0640, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33124-0640, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049219173","display_name":"Shu\u2010Ching Chen","orcid":"https://orcid.org/0000-0001-9209-390X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"SHU-CHING CHEN","raw_affiliation_strings":["Distributed Multimedia Information System Laboratory,  School of Computer Science, Florida International University, Miami,  FL 33199, USA","Distributed Multimedia Information System, Laboratory School of Computer Science, Florida International University, Miami, FL 33199, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Multimedia Information System Laboratory,  School of Computer Science, Florida International University, Miami,  FL 33199, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Distributed Multimedia Information System, Laboratory School of Computer Science, Florida International University, Miami, FL 33199, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4226,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6888393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"02","issue":"03","first_page":"277","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9988999962806702,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9025367498397827},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5938667058944702},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5884642601013184},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.5545823574066162},{"id":"https://openalex.org/keywords/directory","display_name":"Directory","score":0.5383658409118652},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.5312174558639526},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"Cosine similarity","score":0.45186784863471985},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.44369199872016907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4429379105567932},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43674543499946594},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.41076597571372986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3399254083633423},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.11863908171653748}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9025367498397827},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5938667058944702},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5884642601013184},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.5545823574066162},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.5383658409118652},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.5312174558639526},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.45186784863471985},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.44369199872016907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4429379105567932},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43674543499946594},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.41076597571372986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3399254083633423},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.11863908171653748},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s1469026802000609","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1469026802000609","pdf_url":null,"source":{"id":"https://openalex.org/S206936884","display_name":"International Journal of Computational Intelligence and Applications","issn_l":"1469-0268","issn":["1469-0268","1757-5885"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence and Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.8.527","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.8.527","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.fiu.edu/~chens/PDF/IJCIA02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309993","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W10409054","https://openalex.org/W1667916464","https://openalex.org/W1943508732","https://openalex.org/W1978394996","https://openalex.org/W1991374703","https://openalex.org/W2001414591","https://openalex.org/W2066050993","https://openalex.org/W2072208512","https://openalex.org/W2072820419","https://openalex.org/W2129538325","https://openalex.org/W2145699321","https://openalex.org/W2152565070","https://openalex.org/W2155106456","https://openalex.org/W2165612380","https://openalex.org/W2912565176","https://openalex.org/W2914866334","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W3011505626","https://openalex.org/W3128481113","https://openalex.org/W960953481","https://openalex.org/W3109760095","https://openalex.org/W2294367205","https://openalex.org/W2593841937","https://openalex.org/W1521014612","https://openalex.org/W2809757701","https://openalex.org/W1966745814","https://openalex.org/W2527562421"],"abstract_inverted_index":{"Due":[0],"to":[1,33,75,82,98,112,148],"the":[2,9,18,35,78,89,100,113,118,122,149],"explosive":[3],"growth":[4],"of":[5,50,80],"available":[6],"information":[7,19],"on":[8],"World":[10],"Wide":[11],"Web":[12,55,129],"(WWW),":[13],"users":[14,36],"have":[15],"suffered":[16],"from":[17,126],"overload.":[20],"To":[21],"alleviate":[22],"this":[23,46],"problem,":[24],"there":[25],"is":[26,61,110],"a":[27,48,58,69,94],"need":[28],"for":[29,40,54,72],"an":[30],"intelligent":[31],"tool":[32,71],"help":[34],"screening":[37],"and":[38,42,135],"filtering":[39,70],"interesting":[41],"useful":[43],"information.":[44],"In":[45],"paper,":[47],"method":[49],"automatically":[51],"identifying":[52],"topics":[53],"documents":[56,81,101],"via":[57],"classification":[59,145],"technique":[60,97],"proposed.":[62],"Topic":[63],"identification":[64],"can":[65],"be":[66],"applied":[67],"as":[68,93],"recommender":[73],"systems":[74],"prune":[76],"down":[77],"number":[79],"within":[83],"some":[84,103],"particular":[85],"topics.":[86,107],"We":[87],"adopt":[88],"fuzzy":[90],"association":[91],"concept":[92],"machine":[95],"learning":[96],"classify":[99],"into":[102],"predefined":[104],"categories":[105],"or":[106],"Our":[108],"approach":[109,142],"compared":[111,147],"vector":[114,150],"space":[115,151],"model":[116],"with":[117],"cosine":[119],"coefficient":[120],"using":[121],"data":[123],"sets":[124],"collected":[125],"three":[127],"different":[128],"portals:":[130],"Yahoo!,":[131],"Open":[132],"Directory":[133],"Project":[134],"Excite.":[136],"The":[137],"results":[138],"show":[139],"that":[140],"our":[141],"yields":[143],"higher":[144],"accuracy":[146],"model.":[152]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}