{"id":"https://openalex.org/W2053473945","doi":"https://doi.org/10.1145/2512208","title":"Modeling User Preferences in Recommender Systems","display_name":"Modeling User Preferences in Recommender Systems","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2053473945","doi":"https://doi.org/10.1145/2512208","mag":"2053473945"},"language":"en","primary_location":{"id":"doi:10.1145/2512208","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2512208","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2512208","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2512208","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039508204","display_name":"Gawesh Jawaheer","orcid":null},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gawesh Jawaheer","raw_affiliation_strings":["City University London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University London, UK","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051933686","display_name":"Peter Weller","orcid":null},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Weller","raw_affiliation_strings":["City University London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City University London, UK","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050673012","display_name":"Patty Kostkova","orcid":"https://orcid.org/0000-0002-2281-3972"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patty Kostkova","raw_affiliation_strings":["University College London (UCL), UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London (UCL), UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.7254,"has_fulltext":true,"cited_by_count":159,"citation_normalized_percentile":{"value":0.99568693,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"4","issue":"2","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.9336438179016113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8430073261260986},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6885266900062561},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6254919767379761},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.6043615341186523},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5558326840400696},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.5557175278663635},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.516105055809021},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4515787363052368},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.43510064482688904},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.335327684879303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1900818645954132}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9336438179016113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8430073261260986},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6885266900062561},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6254919767379761},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.6043615341186523},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5558326840400696},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.5557175278663635},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.516105055809021},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4515787363052368},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.43510064482688904},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.335327684879303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1900818645954132},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":1,"locations":[{"id":"doi:10.1145/2512208","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2512208","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2512208","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/2512208","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2512208","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2512208","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2053473945.pdf","grobid_xml":"https://content.openalex.org/works/W2053473945.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W62106667","https://openalex.org/W891400952","https://openalex.org/W1510278318","https://openalex.org/W1514393725","https://openalex.org/W1522744294","https://openalex.org/W1533286933","https://openalex.org/W1560147776","https://openalex.org/W1568062731","https://openalex.org/W1573354825","https://openalex.org/W1597703625","https://openalex.org/W1599547183","https://openalex.org/W1652319903","https://openalex.org/W1690919088","https://openalex.org/W1752113488","https://openalex.org/W1791808111","https://openalex.org/W1872493208","https://openalex.org/W1968563228","https://openalex.org/W1971040550","https://openalex.org/W1971460272","https://openalex.org/W1991683819","https://openalex.org/W1999047234","https://openalex.org/W1999943693","https://openalex.org/W2002290767","https://openalex.org/W2009228505","https://openalex.org/W2010360487","https://openalex.org/W2013764932","https://openalex.org/W2020631728","https://openalex.org/W2029750890","https://openalex.org/W2030144199","https://openalex.org/W2040367556","https://openalex.org/W2041105601","https://openalex.org/W2047109571","https://openalex.org/W2054141820","https://openalex.org/W2061212083","https://openalex.org/W2068182621","https://openalex.org/W2070689335","https://openalex.org/W2074680184","https://openalex.org/W2082402842","https://openalex.org/W2088621849","https://openalex.org/W2101409192","https://openalex.org/W2101843930","https://openalex.org/W2101918096","https://openalex.org/W2106242970","https://openalex.org/W2108153239","https://openalex.org/W2116354394","https://openalex.org/W2117354486","https://openalex.org/W2121323385","https://openalex.org/W2124074612","https://openalex.org/W2130313487","https://openalex.org/W2137245235","https://openalex.org/W2140310134","https://openalex.org/W2142144955","https://openalex.org/W2144122960","https://openalex.org/W2145071407","https://openalex.org/W2145360759","https://openalex.org/W2146192366","https://openalex.org/W2148943147","https://openalex.org/W2151533350","https://openalex.org/W2154772527","https://openalex.org/W2155201359","https://openalex.org/W2156930013","https://openalex.org/W2162699927","https://openalex.org/W2165112010","https://openalex.org/W2168975651","https://openalex.org/W2171960770","https://openalex.org/W2175576420","https://openalex.org/W2177038704","https://openalex.org/W2199413643","https://openalex.org/W2231488453","https://openalex.org/W2292575322","https://openalex.org/W2341535507","https://openalex.org/W2591775260","https://openalex.org/W2607476653","https://openalex.org/W3016718392","https://openalex.org/W3208795529","https://openalex.org/W4285719527","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W2157408137","https://openalex.org/W1973132420","https://openalex.org/W2134013435","https://openalex.org/W2082964224","https://openalex.org/W2145779836","https://openalex.org/W2100046112","https://openalex.org/W2944402528","https://openalex.org/W1667935437","https://openalex.org/W1555906893","https://openalex.org/W2740550210"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,49,123,170],"are":[2,37,54],"firmly":[3],"established":[4],"as":[5,81],"a":[6,57,109,126,145,166],"standard":[7],"technology":[8],"for":[9,92,96,101,112,150,201],"assisting":[10],"users":[11],"with":[12,73],"their":[13],"choices;":[14],"however,":[15],"little":[16],"attention":[17],"has":[18],"been":[19],"paid":[20],"to":[21,50,56,64,156,183],"the":[22,25,32,66,74,89,113,158,191,194],"application":[23],"of":[24,41,115,128,138,147,168,193,206],"user":[26,67,85,119,154,176,186,207],"model":[27],"in":[28,121],"recommender":[29,48,122,169,195],"systems,":[30],"particularly":[31],"variability":[33],"and":[34,44,68,83,98,117,140,152,178,188],"noise":[35],"that":[36,53,87,131,171],"an":[38],"intrinsic":[39],"part":[40],"human":[42],"behavior":[43],"activity.":[45],"To":[46],"enable":[47],"suggest":[51],"items":[52,97],"useful":[55],"particular":[58],"user,":[59],"it":[60],"can":[61],"be":[62],"essential":[63,99],"understand":[65],"his":[69],"or":[70],"her":[71],"interactions":[72,77],"system.":[75,196],"These":[76],"typically":[78],"manifest":[79],"themselves":[80],"explicit":[82,116,151],"implicit":[84,118,153],"feedback":[86,120,155,187],"provides":[88],"key":[90,159],"indicators":[91],"modeling":[93],"users\u2019":[94],"preferences":[95],"information":[100],"personalizing":[102],"recommendations.":[103],"In":[104],"this":[105],"article,":[106],"we":[107,164,179,198],"propose":[108],"classification":[110,167],"framework":[111],"use":[114],"based":[124],"on":[125,204],"set":[127,146],"distinct":[129],"properties":[130],"include":[132],"Cognitive":[133],"Effort,":[134],"User":[135],"Model,":[136],"Scale":[137],"Measurement,":[139],"Domain":[141],"Relevance.":[142],"We":[143],"develop":[144],"comparison":[148],"criteria":[149],"emphasize":[157],"properties.":[160],"Using":[161],"our":[162],"framework,":[163],"provide":[165],"have":[172],"addressed":[173],"questions":[174],"about":[175],"feedback,":[177],"review":[180],"state-of-the-art":[181],"techniques":[182],"improve":[184,190],"such":[185],"thereby":[189],"performance":[192],"Finally,":[197],"formulate":[199],"challenges":[200],"future":[202],"research":[203],"improvement":[205],"feedback.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
