{"id":"https://openalex.org/W3117056562","doi":"https://doi.org/10.1145/3437963.3441775","title":"Shifting Consumption towards Diverse Content on Music Streaming Platforms","display_name":"Shifting Consumption towards Diverse Content on Music Streaming Platforms","publication_year":2021,"publication_date":"2021-03-06","ids":{"openalex":"https://openalex.org/W3117056562","doi":"https://doi.org/10.1145/3437963.3441775","mag":"3117056562"},"language":"en","primary_location":{"id":"doi:10.1145/3437963.3441775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3437963.3441775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","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/A5076236181","display_name":"Christian Hansen","orcid":"https://orcid.org/0000-0002-7743-0135"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Christian Hansen","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018503243","display_name":"Rishabh Mehrotra","orcid":"https://orcid.org/0000-0002-0836-4605"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rishabh Mehrotra","raw_affiliation_strings":["Spotify, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Spotify, London, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101480276","display_name":"Casper Worm Hansen","orcid":"https://orcid.org/0000-0003-3127-3696"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Casper Hansen","raw_affiliation_strings":["University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118899784","display_name":"Brian Brost","orcid":"https://orcid.org/0000-0001-9074-5193"},"institutions":[{"id":"https://openalex.org/I4210122154","display_name":"Photon Spot (United States)","ror":"https://ror.org/01yxc0v75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122154"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Brost","raw_affiliation_strings":["Spotify, New York City, NY, USA"],"affiliations":[{"raw_affiliation_string":"Spotify, New York City, NY, USA","institution_ids":["https://openalex.org/I4210122154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038618660","display_name":"Lucas Maystre","orcid":"https://orcid.org/0000-0002-8307-7673"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucas Maystre","raw_affiliation_strings":["Spotify, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Spotify, London, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002597222","display_name":"Mounia Lalmas","orcid":"https://orcid.org/0000-0002-3531-3096"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mounia Lalmas","raw_affiliation_strings":["Spotify, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Spotify, London, United Kingdom","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076236181"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":null,"apc_paid":null,"fwci":9.0884,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.9777203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"238","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9977999925613403,"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":0.9977999925613403,"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/T11478","display_name":"Caching and Content Delivery","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/consumption","display_name":"Consumption (sociology)","score":0.7681844234466553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7588280439376831},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.642586886882782},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5948558449745178},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5306588411331177},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4707907736301422},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.07878664135932922},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06336522102355957}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.7681844234466553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7588280439376831},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.642586886882782},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5948558449745178},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5306588411331177},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4707907736301422},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.07878664135932922},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06336522102355957},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3437963.3441775","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3437963.3441775","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f2645000-df1c-4d06-adff-c31bda86cf43","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f2645000-df1c-4d06-adff-c31bda86cf43","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hansen , C , Mehrotra , R , Hansen , C , Brost , B , Maystre , L & Lalmas , M 2021 , Shifting Consumption towards Diverse Content on Music Streaming Platforms . in WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining . Association for Computing Machinery, Inc. , pp. 238-246 , 14th ACM International Conference on Web Search and Data Mining, WSDM 2021 , Virtual, Online , Israel , 08/03/2021 . https://doi.org/10.1145/3437963.3441775","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W285574239","https://openalex.org/W1583059097","https://openalex.org/W1680189815","https://openalex.org/W1977606842","https://openalex.org/W2045453095","https://openalex.org/W2083305840","https://openalex.org/W2119717200","https://openalex.org/W2125442594","https://openalex.org/W2132314908","https://openalex.org/W2147453867","https://openalex.org/W2155912844","https://openalex.org/W2159155347","https://openalex.org/W2160471965","https://openalex.org/W2168535456","https://openalex.org/W2171446571","https://openalex.org/W2225560834","https://openalex.org/W2476960546","https://openalex.org/W2518116149","https://openalex.org/W2574436411","https://openalex.org/W2586601519","https://openalex.org/W2605341677","https://openalex.org/W2787991113","https://openalex.org/W2788295351","https://openalex.org/W2897955056","https://openalex.org/W2911529586","https://openalex.org/W2914639375","https://openalex.org/W2955792106","https://openalex.org/W2963241825","https://openalex.org/W3012950066","https://openalex.org/W3080077280","https://openalex.org/W3088203142","https://openalex.org/W3102518922","https://openalex.org/W3102778384","https://openalex.org/W3104475013","https://openalex.org/W3125944471","https://openalex.org/W3138773240","https://openalex.org/W4300482433"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"Algorithmic":[0],"recommendations":[1],"shape":[2],"music":[3,25],"consumption":[4,32,71],"at":[5],"scale,":[6],"and":[7,37,59,69],"understanding":[8],"the":[9,49],"impact":[10],"of":[11,52],"various":[12],"algorithmic":[13],"models":[14],"on":[15],"how":[16],"content":[17,36,39],"is":[18,20],"consumed":[19],"a":[21,67],"central":[22],"question":[23],"for":[24,74],"streaming":[26],"platforms.":[27],"The":[28],"ability":[29],"to":[30,65],"shift":[31],"towards":[33,38],"less":[34],"popular":[35],"different":[40],"from":[41],"user's":[42],"typical":[43],"historic":[44],"tastes":[45],"not":[46],"only":[47],"affords":[48],"platform":[50,76],"ways":[51],"handling":[53],"issues":[54],"such":[55],"as":[56],"filter":[57],"bubbles":[58],"popularity":[60],"bias,":[61],"but":[62],"also":[63],"contributes":[64],"maintaining":[66],"healthy":[68],"sustainable":[70],"patterns":[72],"necessary":[73],"overall":[75],"success.":[77]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
