{"id":"https://openalex.org/W2144208493","doi":"https://doi.org/10.1002/meet.1450390135","title":"A user modeling system for personalized interaction and tailored retrieval in interactive IR","display_name":"A user modeling system for personalized interaction and tailored retrieval in interactive IR","publication_year":2002,"publication_date":"2002-11-01","ids":{"openalex":"https://openalex.org/W2144208493","doi":"https://doi.org/10.1002/meet.1450390135","mag":"2144208493"},"language":"en","primary_location":{"id":"doi:10.1002/meet.1450390135","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.1450390135","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","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/A5069419532","display_name":"Diane Kelly","orcid":"https://orcid.org/0000-0003-2231-0192"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Diane Kelly","raw_affiliation_strings":["School of Communication, Information and Library Studies, Rutgers University, 4 Huntington St., New Brunswick, NJ 08901"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication, Information and Library Studies, Rutgers University, 4 Huntington St., New Brunswick, NJ 08901","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000241132","display_name":"Nicholas J. Belkin","orcid":"https://orcid.org/0000-0002-0621-0688"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas J. Belkin","raw_affiliation_strings":["School of Communication, Information and Library Studies, Rutgers University, 4 Huntington St., New Brunswick, NJ 08901"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communication, Information and Library Studies, Rutgers University, 4 Huntington St., New Brunswick, NJ 08901","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069419532"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":0.6945,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.83848807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"39","issue":"1","first_page":"316","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9991000294685364,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7572321891784668},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6272684931755066},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.607948899269104},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.5969144105911255},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.565110981464386},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5623915195465088},{"id":"https://openalex.org/keywords/information-seeking","display_name":"Information seeking","score":0.5320411920547485},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.44935959577560425},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.430887371301651},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4017843008041382},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.33903688192367554},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2890996038913727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19943103194236755},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07713744044303894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7572321891784668},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6272684931755066},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.607948899269104},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.5969144105911255},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.565110981464386},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5623915195465088},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.5320411920547485},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.44935959577560425},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.430887371301651},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4017843008041382},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.33903688192367554},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2890996038913727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19943103194236755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07713744044303894},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/meet.1450390135","is_oa":false,"landing_page_url":"https://doi.org/10.1002/meet.1450390135","pdf_url":null,"source":{"id":"https://openalex.org/S4306523999","display_name":"Proceedings of the American Society for Information Science and Technology","issn_l":"1550-8390","issn":["1550-8390","1936-1734"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the American Society for Information Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:alma.01RUT_INST:11665005250004646","is_oa":false,"landing_page_url":"https://scholarship.libraries.rutgers.edu/esploro/outputs/journalArticle/A-user-modeling-system-for-personalized/991031665857604646","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W77497644","https://openalex.org/W1522744294","https://openalex.org/W1595626143","https://openalex.org/W1652319903","https://openalex.org/W1968397045","https://openalex.org/W1969340322","https://openalex.org/W1999047234","https://openalex.org/W1999258686","https://openalex.org/W2004461062","https://openalex.org/W2005405160","https://openalex.org/W2006551346","https://openalex.org/W2009214897","https://openalex.org/W2031636842","https://openalex.org/W2049602207","https://openalex.org/W2061433995","https://openalex.org/W2063789864","https://openalex.org/W2066766178","https://openalex.org/W2069315482","https://openalex.org/W2069958126","https://openalex.org/W2077155875","https://openalex.org/W2090568355","https://openalex.org/W2091951525","https://openalex.org/W2099716451","https://openalex.org/W2128018963","https://openalex.org/W2152725628","https://openalex.org/W2161819491","https://openalex.org/W2162077280","https://openalex.org/W2168059397","https://openalex.org/W2602753196","https://openalex.org/W4205646467","https://openalex.org/W4236630475","https://openalex.org/W4246355617"],"related_works":["https://openalex.org/W2079570862","https://openalex.org/W24770963","https://openalex.org/W2019078536","https://openalex.org/W2345560554","https://openalex.org/W2190580332","https://openalex.org/W3092203658","https://openalex.org/W3006285631","https://openalex.org/W2270537709","https://openalex.org/W3197700022","https://openalex.org/W2055458936"],"abstract_inverted_index":{"Abstract":[0],"We":[1,133],"present":[2],"a":[3,137],"user":[4,43],"modeling":[5],"system":[6,68,148],"for":[7,31,55],"personalized":[8],"interaction":[9],"and":[10,26,40,52,62,79,89,97,111,119,146],"tailored":[11],"retrieval":[12],"that":[13],"(1)":[14],"tracks":[15],"interactions":[16,145],"over":[17,36],"time,":[18,37],"(2)":[19],"represents":[20],"multiple":[21,153],"information":[22,34,87,99,109,130,154],"needs,":[23],"both":[24],"short":[25],"long":[27],"term,":[28],"(3)":[29],"allows":[30],"changes":[32],"in":[33],"needs":[35],"(4)":[38],"acquires":[39],"updates":[41],"the":[42,50,124,128],"model":[44,84,104,126,138],"automatically,":[45],"without":[46],"explicit":[47],"assistance":[48],"from":[49],"user,":[51],"(5)":[53],"accounts":[54],"contextual":[56],"factors":[57],"such":[58,136],"as":[59],"topic":[60],"familiarity":[61],"endurance":[63],"of":[64,73,121],"need.":[65],"The":[66,81,101],"proposed":[67],"contains":[69],"three":[70],"major":[71],"classes":[72],"models:":[74],"general":[75,82],"behavioral,":[76],"personal":[77,102],"behavioral":[78,83,103],"topical.":[80],"describes":[85],"how":[86,135],"search":[88,110,144],"use":[90,112],"behavior":[91,113],"can":[92,139],"be":[93,140],"used":[94,141],"to":[95,116,142,150],"identify":[96],"track":[98],"needs.":[100,132],"characterizes":[105,127],"an":[106],"individual":[107],"user's":[108,129],"with":[114],"regard":[115],"document":[117],"preference":[118],"states":[120],"knowledge.":[122],"Finally,":[123],"topical":[125],"seeking":[131,155],"describe":[134],"personalize":[143],"tailor":[147],"responses":[149],"individuals":[151],"across":[152],"sessions.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}