{"id":"https://openalex.org/W2733771179","doi":"https://doi.org/10.1145/3079628.3079696","title":"Improving Cold Start Recommendation by Mapping Feature-Based Preferences to Item Comparisons","display_name":"Improving Cold Start Recommendation by Mapping Feature-Based Preferences to Item Comparisons","publication_year":2017,"publication_date":"2017-07-07","ids":{"openalex":"https://openalex.org/W2733771179","doi":"https://doi.org/10.1145/3079628.3079696","mag":"2733771179"},"language":"en","primary_location":{"id":"doi:10.1145/3079628.3079696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","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/A5013835653","display_name":"Saikishore Kalloori","orcid":"https://orcid.org/0000-0002-9669-0602"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Saikishore Kalloori","raw_affiliation_strings":["Free University of Bozen - Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen - Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090179530","display_name":"Francesco Ricci\u22c6","orcid":"https://orcid.org/0000-0001-5931-5566"},"institutions":[{"id":"https://openalex.org/I171543936","display_name":"Free University of Bozen-Bolzano","ror":"https://ror.org/012ajp527","country_code":"IT","type":"education","lineage":["https://openalex.org/I171543936"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Ricci","raw_affiliation_strings":["Free University of Bozen - Bolzano, Bolzano, Italy"],"affiliations":[{"raw_affiliation_string":"Free University of Bozen - Bolzano, Bolzano, Italy","institution_ids":["https://openalex.org/I171543936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013835653"],"corresponding_institution_ids":["https://openalex.org/I171543936"],"apc_list":null,"apc_paid":null,"fwci":2.4181,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91214066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9952999949455261,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8268005847930908},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7248375415802002},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.7180824875831604},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6729971170425415},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6352496147155762},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5734080672264099},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5623457431793213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46288037300109863},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32944631576538086},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23680859804153442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07156932353973389},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05345526337623596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8268005847930908},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7248375415802002},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7180824875831604},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6729971170425415},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6352496147155762},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5734080672264099},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5623457431793213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46288037300109863},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32944631576538086},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23680859804153442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07156932353973389},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05345526337623596},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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":2,"locations":[{"id":"doi:10.1145/3079628.3079696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.39UBZ_INST:11235358220001241","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=3079696","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":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W641392144","https://openalex.org/W1501049730","https://openalex.org/W1963748081","https://openalex.org/W1976999215","https://openalex.org/W1981844236","https://openalex.org/W1995905447","https://openalex.org/W2030484290","https://openalex.org/W2034960640","https://openalex.org/W2078021145","https://openalex.org/W2102982709","https://openalex.org/W2140310134","https://openalex.org/W2165949563","https://openalex.org/W2200988052","https://openalex.org/W2268996352","https://openalex.org/W2469443957","https://openalex.org/W2475273492","https://openalex.org/W2476074131","https://openalex.org/W2508174604","https://openalex.org/W2908054697","https://openalex.org/W2913754224","https://openalex.org/W4234163981","https://openalex.org/W4249267926","https://openalex.org/W4285719527","https://openalex.org/W6659242928","https://openalex.org/W7042367604"],"related_works":["https://openalex.org/W426968574","https://openalex.org/W2365639220","https://openalex.org/W2382520895","https://openalex.org/W2393709043","https://openalex.org/W2080567403","https://openalex.org/W2539387137","https://openalex.org/W2374952201","https://openalex.org/W2374808384","https://openalex.org/W3177075132","https://openalex.org/W1657011257"],"abstract_inverted_index":{"Many":[0],"Recommender":[1],"Systems":[2],"(RSs)":[3],"rely":[4],"on":[5],"user":[6,32,54],"preference":[7],"data":[8],"in":[9,116],"the":[10,49,100,137,140],"form":[11],"of":[12,48,99,139],"ratings":[13],"or":[14,63],"likes":[15],"for":[16],"items.":[17,50,79],"Previous":[18],"research":[19],"has":[20],"shown":[21],"that":[22,92,102,121],"item":[23,131],"comparisons":[24,77,115],"can":[25,124],"also":[26,135],"be":[27,125],"effectively":[28,110,126],"used":[29],"to":[30,45,76,97],"model":[31],"preferences":[33,42,73,123],"and":[34,119],"build":[35],"RS.":[36],"However,":[37],"users":[38],"o.en":[39],"express":[40],"their":[41],"by":[43],"referring":[44],"specific":[46],"features":[47,75],"For":[51,80],"instance,":[52,81],"a":[53,83,117],"may":[55],"like":[56,64],"Italian":[57],"movies":[58,94,101],"more":[59],"than":[60],"Indian":[61],"ones":[62],"action-Thriller":[65],"movies.":[66],"In":[67,106],"this":[68,107],"paper,":[69],"we":[70,89,109,134],"map":[71],"such":[72,122],"over":[74],"between":[78],"when":[82],"user's":[84],"favorite":[85],"feature":[86,113],"is":[87],"'action',":[88],"then":[90],"assume":[91],"'action'":[93],"are":[95,103],"preferred":[96],"some":[98],"not":[104],"'action'.":[105],"work":[108],"incorporate":[111],"these":[112],"based":[114],"RS":[118],"show":[120],"combined":[127],"along":[128],"with":[129],"other":[130],"comparisons.":[132],"Moreover,":[133],"study":[136],"usefulness":[138],"available":[141],"features.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}