{"id":"https://openalex.org/W2728023768","doi":"https://doi.org/10.1145/3079628.3079651","title":"Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems?","display_name":"Are Item Attributes a Good Alternative to Context Elicitation in Recommender Systems?","publication_year":2017,"publication_date":"2017-07-07","ids":{"openalex":"https://openalex.org/W2728023768","doi":"https://doi.org/10.1145/3079628.3079651","mag":"2728023768"},"language":"en","primary_location":{"id":"doi:10.1145/3079628.3079651","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079651","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":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://zenodo.org/record/3503751","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090459156","display_name":"Amaury L'Huillier","orcid":null},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Amaury L'Huillier","raw_affiliation_strings":["LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030980093","display_name":"Sylvain Castagnos","orcid":"https://orcid.org/0000-0003-4252-4526"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Castagnos","raw_affiliation_strings":["LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108553127","display_name":"Anne Boyer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anne Boyer","raw_affiliation_strings":["LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA - University of Lorraine, Vand'uvre-l\u00e8s-Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090459156"],"corresponding_institution_ids":["https://openalex.org/I4210121838","https://openalex.org/I90183372"],"apc_list":null,"apc_paid":null,"fwci":0.55981704,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72745742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/recommender-system","display_name":"Recommender system","score":0.9130368232727051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7860686182975769},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7502199411392212},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5919471383094788},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5143845677375793},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47189316153526306},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4645175039768219},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3850180506706238},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3567849397659302}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9130368232727051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7860686182975769},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7502199411392212},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5919471383094788},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5143845677375793},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47189316153526306},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4645175039768219},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3850180506706238},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3567849397659302},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3079628.3079651","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079651","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:zenodo.org:3503751","is_oa":true,"landing_page_url":"https://zenodo.org/record/3503751","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3503751","is_oa":true,"landing_page_url":"https://zenodo.org/record/3503751","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1545654976","https://openalex.org/W1560147776","https://openalex.org/W1603436347","https://openalex.org/W1921081011","https://openalex.org/W1998889130","https://openalex.org/W2091649703","https://openalex.org/W2230136382"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Context-aware":[0],"recommendation":[1,40],"became":[2],"a":[3,43],"major":[4],"topic":[5],"of":[6,71],"interest":[7],"within":[8],"the":[9,14,20,24,39,47,62,94,101,115],"recommender":[10],"systems":[11],"community":[12],"as":[13],"context":[15,65,95],"is":[16],"crucial":[17],"to":[18,34,92],"provide":[19],"right":[21,25],"items":[22],"at":[23,30],"moment.":[26],"Many":[27],"studies":[28],"aim":[29],"developing":[31],"complex":[32],"models":[33],"include":[35],"contextual":[36,51,76],"factors":[37,52],"in":[38,69,96],"process.":[41],"Despite":[42],"real":[44],"improvement":[45],"on":[46],"recommendations":[48],"quality,":[49],"such":[50],"face":[53],"users'":[54],"privacy":[55],"and":[56,124],"data":[57],"collection":[58],"issues.":[59],"We":[60,111],"support":[61],"idea":[63],"that":[64,80],"could":[66],"be":[67],"expressed":[68],"term":[70],"item":[72],"attributes":[73],"rather":[74],"than":[75],"factors.":[77],"To":[78],"investigate":[79],"hypothesis,":[81],"we":[82,106],"designed":[83],"an":[84],"online":[85],"experiment":[86],"where":[87],"174":[88],"users":[89],"were":[90],"asked":[91],"describe":[93],"which":[97,105],"they":[98],"would":[99],"listen":[100],"proposed":[102],"songs":[103],"for":[104,121],"collected":[107,117],"12":[108],"musical":[109],"attributes.":[110],"make":[112],"available":[113],"all":[114],"material":[116],"during":[118],"this":[119],"study":[120],"research":[122],"purposes":[123],"non-commercial":[125],"use.":[126]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-02-05T00:54:17.221276","created_date":"2025-10-10T00:00:00"}