{"id":"https://openalex.org/W2545635369","doi":"https://doi.org/10.1109/isr.2013.6695695","title":"A multi-agent personalized ontology profile based user preference profile construction method","display_name":"A multi-agent personalized ontology profile based user preference profile construction method","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2545635369","doi":"https://doi.org/10.1109/isr.2013.6695695","mag":"2545635369"},"language":"en","primary_location":{"id":"doi:10.1109/isr.2013.6695695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isr.2013.6695695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE ISR 2013","raw_type":"proceedings-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/A5021552476","display_name":"Qian Gao","orcid":"https://orcid.org/0000-0002-0239-8708"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Gao","raw_affiliation_strings":["School of information, Qilu University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of information, Qilu University of Technology, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075343856","display_name":"Su Mei Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Su Mei Xi","raw_affiliation_strings":["School of information, Qilu University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of information, Qilu University of Technology, China","institution_ids":["https://openalex.org/I152269853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023896107","display_name":"Young Im Cho","orcid":"https://orcid.org/0000-0003-0184-7599"},"institutions":[{"id":"https://openalex.org/I16764540","display_name":"University of Suwon","ror":"https://ror.org/03ysk5e42","country_code":"KR","type":"education","lineage":["https://openalex.org/I16764540"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Im Cho","raw_affiliation_strings":["College of Information Technology, The University of Suwon, Korea"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, The University of Suwon, Korea","institution_ids":["https://openalex.org/I16764540"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021552476"],"corresponding_institution_ids":["https://openalex.org/I152269853"],"apc_list":null,"apc_paid":null,"fwci":2.4268,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92034604,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"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":0.9861000180244446,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9817000031471252,"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":0.7675567865371704},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.7535562515258789},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7408393621444702},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.667812705039978},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4838344156742096},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3582620620727539},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3066282272338867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07757344841957092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7675567865371704},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.7535562515258789},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7408393621444702},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.667812705039978},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4838344156742096},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3582620620727539},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3066282272338867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07757344841957092},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isr.2013.6695695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isr.2013.6695695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE ISR 2013","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1482181498","https://openalex.org/W2037704158","https://openalex.org/W2117085788","https://openalex.org/W2397936279","https://openalex.org/W4249572323","https://openalex.org/W6628982008"],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W2378862226","https://openalex.org/W118236634","https://openalex.org/W2355326633","https://openalex.org/W2804669904","https://openalex.org/W2090624569","https://openalex.org/W2149777447","https://openalex.org/W2347456287","https://openalex.org/W1607879605","https://openalex.org/W2025965781"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,53,95],"multi-agent":[4],"personalized":[5,61],"ontology":[6,62],"profile":[7,11,57],"based":[8,58],"user":[9,55],"preference":[10,56],"construction":[12],"method":[13,93,103],"to":[14,51],"comprehensively":[15,25],"track":[16],"the":[17,27,60,99,105],"users'":[18,28],"long-term":[19],"behaviors":[20,23],"and":[21,44,79,104],"short-term":[22],"by":[24],"consider":[26],"browsing":[29],"behavior,":[30],"pace":[31],"times,":[32],"as":[33,35,50],"well":[34],"using":[36],"two":[37],"kinds":[38],"of":[39],"different":[40],"strategies-\u201cSliding-Time-Window":[41],"Update":[42,47],"Strategy\u201d":[43],"\u201cTime-Based-Forgetting":[45],"Function":[46],"Strategy\u201d,":[48],"so":[49],"construct":[52],"dynamic":[54],"on":[59],"profile.":[63],"There":[64],"are":[65],"four":[66],"agents":[67,74],"in":[68],"our":[69,91],"entire":[70],"system,":[71],"with":[72],"all":[73],"communicating":[75],"among":[76],"each":[77,80],"other,":[78],"agent":[81],"having":[82],"its":[83],"own":[84],"responsibility.":[85],"The":[86],"simulation":[87],"result":[88],"shows":[89],"that":[90],"proposed":[92],"has":[94],"better":[96],"performance":[97],"than":[98],"pure":[100,106],"sliding":[101],"window":[102],"forgetting":[107],"strategy":[108],"method.":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}