{"id":"https://openalex.org/W2045453095","doi":"https://doi.org/10.1145/2124295.2124300","title":"Auralist: introducing serendipity into music recommendation","display_name":"Auralist: introducing serendipity into music recommendation","publication_year":2012,"publication_date":"2012-02-08","ids":{"openalex":"https://openalex.org/W2045453095","doi":"https://doi.org/10.1145/2124295.2124300","mag":"2045453095"},"language":"en","primary_location":{"id":"doi:10.1145/2124295.2124300","doi":"https://doi.org/10.1145/2124295.2124300","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2124295.2124300","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"ACM International Conference on Web Search and Data Mining (WSDM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM international conference on Web search and data mining","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W2045453095"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5053488778","display_name":"Yuan Cao Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuan Cao Zhang","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087884109","display_name":"Diarmuid \u00d3 S\u00e9aghdha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Diarmuid \u00d3 S\u00e9aghdha","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081008532","display_name":"Daniele Quercia","orcid":"https://orcid.org/0000-0001-9461-5804","observed_orcids":["https://orcid.org/0000-0001-9461-5804"]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniele Quercia","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011734740","display_name":"Tamas Jambor","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tamas Jambor","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":16.2601,"has_fulltext":false,"cited_by_count":349,"citation_normalized_percentile":{"value":0.9966289,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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":0.0,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/recommender-systems","display_name":"recommender systems","score":0.8349999785423279},{"id":"https://openalex.org/keywords/serendipity","display_name":"serendipity","score":0.843999981880188},{"id":"https://openalex.org/keywords/novelty","display_name":"novelty","score":0.9210000038146973},{"id":"https://openalex.org/keywords/diversity","display_name":"diversity","score":0.8100000023841858},{"id":"https://openalex.org/keywords/recommendation-accuracy","display_name":"recommendation accuracy","score":0.6830000281333923},{"id":"https://openalex.org/keywords/music-recommendation","display_name":"music recommendation","score":0.7879999876022339},{"id":"https://openalex.org/keywords/personalized-recommendation","display_name":"personalized recommendation","score":0.5540000200271606},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"user satisfaction","score":0.6909999847412109}],"concepts":[{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.9686192870140076},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.9033984541893005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730671167373657},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5927239060401917},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5871399641036987},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.5507194399833679},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5233101844787598},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.4373202919960022},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3680081367492676},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3452415466308594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34013044834136963},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33174800872802734},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3233298063278198},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09272059798240662},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2124295.2124300","doi":"https://doi.org/10.1145/2124295.2124300","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2124295.2124300","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"ACM International Conference on Web Search and Data Mining (WSDM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM international conference on Web search and data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W19838944","https://openalex.org/W1547244403","https://openalex.org/W1583059097","https://openalex.org/W1880262756","https://openalex.org/W1965582578","https://openalex.org/W1966733160","https://openalex.org/W1971040550","https://openalex.org/W1997136459","https://openalex.org/W2001082470","https://openalex.org/W2011700584","https://openalex.org/W2017894137","https://openalex.org/W2042281163","https://openalex.org/W2049455633","https://openalex.org/W2049670925","https://openalex.org/W2094176536","https://openalex.org/W2100235918","https://openalex.org/W2101409192","https://openalex.org/W2111094216","https://openalex.org/W2112090702","https://openalex.org/W2136114378","https://openalex.org/W2144807535","https://openalex.org/W2155912844","https://openalex.org/W2159094788","https://openalex.org/W2162111811","https://openalex.org/W2185318434","https://openalex.org/W2237899139","https://openalex.org/W3035787931","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W7097947347","https://openalex.org/W2620702127","https://openalex.org/W2514091133","https://openalex.org/W2562236173","https://openalex.org/W2921960083","https://openalex.org/W2903119928","https://openalex.org/W3154445493","https://openalex.org/W3047590354","https://openalex.org/W4360978814","https://openalex.org/W2805369253"],"abstract_inverted_index":{"Recommendation":[0],"systems":[1],"exist":[2],"to":[3,58,63],"help":[4],"users":[5],"discover":[6],"content":[7],"in":[8,56],"a":[9,23,29,52,72,85,107,114],"large":[10],"body":[11],"of":[12,22,32,40,74,80,87,110],"items.":[13],"An":[14],"ideal":[15],"recommendation":[16,50],"system":[17,53],"should":[18],"mimic":[19],"the":[20,37,48,98],"actions":[21],"trusted":[24],"friend":[25],"or":[26],"expert,":[27],"producing":[28],"personalised":[30],"collection":[31,73],"recommendations":[33,95],"that":[34,54,121],"balance":[35,64],"between":[36],"desired":[38],"goals":[39],"accuracy,":[41],"diversity,":[42],"novelty":[43,91],"and":[44,65,92],"serendipity.":[45],"We":[46,102],"introduce":[47],"Auralist":[49,104],"framework,":[51],"-":[55,61],"contrast":[57],"previous":[59],"work":[60],"attempts":[62],"improve":[66],"all":[67],"four":[68],"factors":[69],"simultaneously.":[70],"Using":[71],"novel":[75],"algorithms":[76],"inspired":[77],"by":[78],"principles":[79],"\"serendipitous":[81],"discovery\",":[82],"we":[83],"demonstrate":[84],"method":[86],"successfully":[88],"injecting":[89],"serendipity,":[90],"diversity":[93],"into":[94],"whilst":[96],"limiting":[97],"impact":[99],"on":[100,117,124],"accuracy.":[101],"evaluate":[103],"quantitatively":[105],"over":[106],"broad":[108],"set":[109],"metrics":[111],"and,":[112],"with":[113],"user":[115,128],"study":[116],"music":[118],"recommendation,":[119],"show":[120],"Auralist's":[122],"emphasis":[123],"serendipity":[125],"indeed":[126],"improves":[127],"satisfaction.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":30},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":33},{"year":2017,"cited_by_count":41},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":33},{"year":2014,"cited_by_count":21},{"year":2013,"cited_by_count":16},{"year":2012,"cited_by_count":6}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
