{"id":"https://openalex.org/W2025129589","doi":"https://doi.org/10.1109/tsmcc.2012.2197679","title":"Initial Profile Generation in Recommender Systems Using Pairwise Comparison","display_name":"Initial Profile Generation in Recommender Systems Using Pairwise Comparison","publication_year":2012,"publication_date":"2012-06-05","ids":{"openalex":"https://openalex.org/W2025129589","doi":"https://doi.org/10.1109/tsmcc.2012.2197679","mag":"2025129589"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcc.2012.2197679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcc.2012.2197679","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)","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/A5012622155","display_name":"Lior Rokach","orcid":"https://orcid.org/0000-0002-6956-3341"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lior Rokach","raw_affiliation_strings":["Department of Information System Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information System Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055364640","display_name":"Slava Kisilevich","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Slava Kisilevich","raw_affiliation_strings":["Department of Information System Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information System Engineering, Ben-Gurion University of the Negev, Beersheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":null,"apc_paid":null,"fwci":1.4593,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.87323585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"42","issue":"6","first_page":"1854","last_page":"1859"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9865999817848206,"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":0.9860000014305115,"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/pairwise-comparison","display_name":"Pairwise comparison","score":0.9704158306121826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7803725004196167},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7597065567970276},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.728123664855957},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5548250079154968},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.489408403635025},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.44690626859664917},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44598543643951416},{"id":"https://openalex.org/keywords/preference-elicitation","display_name":"Preference elicitation","score":0.4187003970146179},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.41413092613220215},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37544146180152893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34889858961105347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29453232884407043},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.2558577358722687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11549878120422363},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10273906588554382}],"concepts":[{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.9704158306121826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7803725004196167},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7597065567970276},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.728123664855957},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5548250079154968},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.489408403635025},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.44690626859664917},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44598543643951416},{"id":"https://openalex.org/C2777868144","wikidata":"https://www.wikidata.org/wiki/Q7239817","display_name":"Preference elicitation","level":3,"score":0.4187003970146179},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.41413092613220215},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37544146180152893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34889858961105347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29453232884407043},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.2558577358722687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11549878120422363},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10273906588554382},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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:10.1109/tsmcc.2012.2197679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcc.2012.2197679","pdf_url":null,"source":{"id":"https://openalex.org/S4210227557","display_name":"IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)","issn_l":"1094-6977","issn":["1094-6977","1558-2442"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.309.8143","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.309.8143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ise.bgu.ac.il/faculty/liorr/pairwise2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1822004825","https://openalex.org/W1964758795","https://openalex.org/W2013221919","https://openalex.org/W2096123080","https://openalex.org/W2109055205","https://openalex.org/W2117281325","https://openalex.org/W2140310134","https://openalex.org/W2141418458","https://openalex.org/W2145736866","https://openalex.org/W2150593711","https://openalex.org/W2155201359","https://openalex.org/W2164189164","https://openalex.org/W2165949563","https://openalex.org/W4229504545","https://openalex.org/W6674594167","https://openalex.org/W6680830989"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W4376854386","https://openalex.org/W1966742602"],"abstract_inverted_index":{"Most":[0],"recommender":[1],"systems,":[2],"such":[3],"as":[4,21,36],"collaborative":[5],"filtering,":[6],"cannot":[7],"provide":[8,47],"personalized":[9],"recommendations":[10,134],"until":[11],"a":[12,54,72,89],"user":[13,24],"profile":[14],"has":[15,106],"been":[16,107],"created.":[17],"This":[18],"is":[19],"known":[20],"the":[22,32,39,62,80,85,111,114,119,127],"new":[23,33],"cold-start":[25],"problem.":[26],"Several":[27],"systems":[28],"try":[29],"to":[30,46,88,109],"learn":[31],"users'":[34],"profiles":[35],"part":[37],"of":[38,64,113],"sign":[40],"up":[41,144],"process":[42],"by":[43],"asking":[44],"them":[45],"feedback":[48],"regarding":[49],"several":[50],"items.":[51,68],"We":[52],"present":[53],"new,":[55],"anytime":[56],"preferences":[57],"elicitation":[58],"method":[59,70,116],"that":[60,126],"uses":[61,71],"idea":[63],"pairwise":[65,77,96,129],"comparison":[66,97],"between":[67],"Our":[69],"lazy":[73],"decision":[74,81],"tree,":[75],"with":[76],"comparisons":[78],"at":[79],"nodes.":[82],"Based":[83],"on":[84],"user's":[86,120],"response":[87],"certain":[90],"comparison,":[91],"we":[92],"select":[93],"on-the-fly":[94],"what":[95],"should":[98],"next":[99],"be":[100],"asked.":[101],"A":[102],"comparative":[103],"field":[104],"study":[105],"conducted":[108],"examine":[110],"suitability":[112],"proposed":[115,128],"for":[117],"eliciting":[118],"initial":[121],"profile.":[122],"The":[123],"results":[124],"indicate":[125],"approach":[130],"provides":[131],"more":[132],"accurate":[133],"than":[135],"existing":[136],"methods":[137],"and":[138],"requires":[139],"less":[140],"effort":[141],"when":[142],"signing":[143],"newcomers.":[145]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
