{"id":"https://openalex.org/W2108003597","doi":"https://doi.org/10.1109/fuzzy.2010.5584905","title":"User modeling: Through statistical analysis and an evolving classifier","display_name":"User modeling: Through statistical analysis and an evolving classifier","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2108003597","doi":"https://doi.org/10.1109/fuzzy.2010.5584905","mag":"2108003597"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10016/10479","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042119350","display_name":"Jos\u00e9 Antonio Iglesias","orcid":"https://orcid.org/0000-0003-0447-5444"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES","GB"],"is_corresponding":true,"raw_author_name":"Jose A. Iglesias","raw_affiliation_strings":["Department of Communication Systems, InfoLab21, Lancaster University, UK","CAOS Group, Carlos III University of Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Communication Systems, InfoLab21, Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"CAOS Group, Carlos III University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039480864","display_name":"Plamen Angelov","orcid":"https://orcid.org/0000-0002-5770-934X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]},{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Plamen Angelov","raw_affiliation_strings":["CAOS Group, Carlos III Technical University of Madrid, Spain","Department of Communication Systems, Infolab21, Lancaster University, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"CAOS Group, Carlos III Technical University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001","https://openalex.org/I88060688"]},{"raw_affiliation_string":"Department of Communication Systems, Infolab21, Lancaster University, UK#TAB#","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059348719","display_name":"Agapito Ledezma","orcid":"https://orcid.org/0000-0002-0041-6829"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Agapito Ledezma","raw_affiliation_strings":["CAOS Group, Carlos III Technical University of Madrid, Spain","CAOS Group, Carlos III University of Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"CAOS Group, Carlos III Technical University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001","https://openalex.org/I88060688"]},{"raw_affiliation_string":"CAOS Group, Carlos III University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075840120","display_name":"Araceli Sanchis","orcid":"https://orcid.org/0000-0002-1429-4092"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Araceli Sanchis","raw_affiliation_strings":["CAOS Group, Carlos III Technical University of Madrid, Spain","CAOS Group, Carlos III University of Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"CAOS Group, Carlos III Technical University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001","https://openalex.org/I88060688"]},{"raw_affiliation_string":"CAOS Group, Carlos III University of Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042119350"],"corresponding_institution_ids":["https://openalex.org/I50357001","https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17700836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.993399977684021,"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/T11106","display_name":"Data Management and Algorithms","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8137104511260986},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7723199129104614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5683739185333252},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5425252914428711},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4452798366546631},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.4229021370410919},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4122188687324524},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33085134625434875},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.2960272431373596},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14674502611160278}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137104511260986},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7723199129104614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5683739185333252},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5425252914428711},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4452798366546631},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.4229021370410919},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4122188687324524},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33085134625434875},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2960272431373596},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14674502611160278},{"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:10.1109/fuzzy.2010.5584905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:dnet:earchivo____::986eb1d22dcb0ecb41bc967c381b672c","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/10479","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:earchivo____::986eb1d22dcb0ecb41bc967c381b672c","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/10479","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G643151945","display_name":null,"funder_award_id":"EP/D077680/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W129383413","https://openalex.org/W168451370","https://openalex.org/W179179905","https://openalex.org/W1525127998","https://openalex.org/W1536295095","https://openalex.org/W1581381204","https://openalex.org/W1721205598","https://openalex.org/W1761075598","https://openalex.org/W1889619166","https://openalex.org/W1973704753","https://openalex.org/W2063409629","https://openalex.org/W2081142165","https://openalex.org/W2102552198","https://openalex.org/W2122111042","https://openalex.org/W2122177784","https://openalex.org/W2124756613","https://openalex.org/W2125055259","https://openalex.org/W2126898823","https://openalex.org/W2135644475","https://openalex.org/W2135937892","https://openalex.org/W2136142776","https://openalex.org/W2136340804","https://openalex.org/W2148451783","https://openalex.org/W2151863350","https://openalex.org/W2158454296","https://openalex.org/W2167075285","https://openalex.org/W2171253128","https://openalex.org/W2337480916","https://openalex.org/W2615543084","https://openalex.org/W2891391058","https://openalex.org/W6607259140","https://openalex.org/W6619634500","https://openalex.org/W6632070632","https://openalex.org/W6634709083","https://openalex.org/W6637871969","https://openalex.org/W6675441731","https://openalex.org/W6678449394","https://openalex.org/W6679056437","https://openalex.org/W6680069891"],"related_works":["https://openalex.org/W4295419255","https://openalex.org/W84079851","https://openalex.org/W2199139639","https://openalex.org/W2024431931","https://openalex.org/W2158384794","https://openalex.org/W2140379697","https://openalex.org/W2480802486","https://openalex.org/W2397693279","https://openalex.org/W2079752044","https://openalex.org/W2552141907"],"abstract_inverted_index":{"Knowledge":[0],"about":[1],"computer":[2,32,52],"users":[3],"is":[4,34,53,72,90],"very":[5],"beneficial":[6],"for":[7,22],"assisting":[8],"them,":[9],"predicting":[10],"their":[11],"future":[12],"actions":[13],"or":[14],"detecting":[15],"masqueraders.":[16],"In":[17],"this":[18,56],"paper,":[19],"an":[20,37],"approach":[21],"creating":[23],"and":[24,98,118,129],"recognizing":[25],"automatically":[26],"the":[27,45,59,81,114,119],"behavior":[28,49],"profile":[29,89,104],"of":[30,50,61,68],"a":[31,51,66,87,102],"user":[33,83,88,103],"combined":[35],"with":[36,125],"evolving":[38,120],"method":[39,117],"to":[40,43,79],"keep":[41],"up":[42],"date":[44],"created":[46],"profiles.":[47],"The":[48],"represented":[54],"in":[55,77],"research":[57],"as":[58,86],"sequence":[60,71],"commands":[62],"s/he":[63],"types":[64],"during":[65],"period":[67],"time.":[69],"This":[70,110],"treated":[73],"using":[74],"statistical":[75],"methods":[76],"order":[78],"create":[80],"corresponding":[82],"profile.":[84],"However,":[85],"usually":[91],"not":[92],"fixed":[93],"but":[94],"rather":[95],"it":[96],"changes":[97],"evolves,":[99],"we":[100],"propose":[101],"classifier":[105],"based":[106],"on":[107],"Evolving":[108],"Systems.":[109],"paper":[111],"describes":[112],"briefly":[113],"model":[115],"creation":[116],"classifier,":[121],"which":[122],"are":[123],"compared":[124],"well":[126],"established":[127],"off-line":[128],"on-line":[130],"classifiers.":[131]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
