{"id":"https://openalex.org/W3088329504","doi":"https://doi.org/10.1145/3383313.3412223","title":"Personality Bias of Music Recommendation Algorithms","display_name":"Personality Bias of Music Recommendation Algorithms","publication_year":2020,"publication_date":"2020-09-19","ids":{"openalex":"https://openalex.org/W3088329504","doi":"https://doi.org/10.1145/3383313.3412223","mag":"3088329504"},"language":"en","primary_location":{"id":"doi:10.1145/3383313.3412223","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383313.3412223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5061494792","display_name":"Alessandro B. Melchiorre","orcid":"https://orcid.org/0000-0003-1643-1166"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alessandro B. Melchiorre","raw_affiliation_strings":["Johannes Kepler University Linz and Linz Institute of Technology, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz and Linz Institute of Technology, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070525687","display_name":"Eva Zangerle","orcid":"https://orcid.org/0000-0003-3195-8273"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Eva Zangerle","raw_affiliation_strings":["University of Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091259315","display_name":"Markus Schedl","orcid":"https://orcid.org/0000-0003-1706-3406"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Schedl","raw_affiliation_strings":["Johannes Kepler University Linz (JKU) and Linz Institute of Technology (LIT), Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz (JKU) and Linz Institute of Technology (LIT), Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9883000254631042,"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/T11309","display_name":"Music and Audio Processing","score":0.957099974155426,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8535524606704712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.751642107963562},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.7456272840499878},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7118573188781738},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5950281620025635},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5282439589500427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5181832909584045},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48670247197151184},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.44507962465286255},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.429457426071167},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36675184965133667},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13175830245018005},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08962851762771606},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07908439636230469}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8535524606704712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751642107963562},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.7456272840499878},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7118573188781738},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5950281620025635},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5282439589500427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5181832909584045},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48670247197151184},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.44507962465286255},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.429457426071167},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36675184965133667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13175830245018005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08962851762771606},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07908439636230469},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3383313.3412223","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383313.3412223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fourteenth ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W60626635","https://openalex.org/W256334040","https://openalex.org/W1649293523","https://openalex.org/W1987431925","https://openalex.org/W2000562880","https://openalex.org/W2026019770","https://openalex.org/W2029605947","https://openalex.org/W2071559616","https://openalex.org/W2100960835","https://openalex.org/W2111621157","https://openalex.org/W2131796923","https://openalex.org/W2268996352","https://openalex.org/W2282738454","https://openalex.org/W2562236173","https://openalex.org/W2586270101","https://openalex.org/W2726433188","https://openalex.org/W2740731748","https://openalex.org/W2793995607","https://openalex.org/W2806798143","https://openalex.org/W2899134262","https://openalex.org/W2901273918","https://openalex.org/W2908054697","https://openalex.org/W2912745432","https://openalex.org/W2963085847","https://openalex.org/W2964427276","https://openalex.org/W3017158675","https://openalex.org/W3123937770","https://openalex.org/W3125645198","https://openalex.org/W4399879518"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2508671622","https://openalex.org/W1497071005"],"abstract_inverted_index":{"Recommender":[0],"systems,":[1],"like":[2],"other":[3],"tools":[4],"that":[5],"make":[6],"use":[7],"of":[8,26,50,84,98,108],"machine":[9],"learning,":[10],"are":[11],"known":[12],"to":[13,58],"create":[14,81],"or":[15],"increase":[16],"certain":[17],"biases.":[18],"Earlier":[19],"work":[20],"has":[21],"already":[22],"unveiled":[23],"different":[24,30,65],"performance":[25,136],"recommender":[27],"systems":[28],"for":[29,116,123],"user":[31,46,138],"groups,":[32],"depending":[33,68],"on":[34,69,76,127,146],"gender,":[35],"age,":[36],"country,":[37],"and":[38,80,90,105,120],"consumption":[39,88],"behavior.":[40],"In":[41],"this":[42,128],"work,":[43],"we":[44,130],"study":[45],"bias":[47],"in":[48,96,135],"terms":[49,97],"another":[51],"aspect,":[52],"i.e.,":[53],"users\u2019":[54,71,86],"personality.":[55],"We":[56,74],"investigate":[57],"which":[59],"extent":[60],"state-of-the-art":[61],"recommendation":[62,110],"algorithms":[63,111],"yield":[64],"accuracy":[66],"scores":[67],"the":[70,77,94,99,109],"personality":[72,91,148],"traits.":[73,149],"focus":[75],"music":[78,87],"domain":[79],"a":[82],"dataset":[83],"Twitter":[85],"behavior":[89],"traits,":[92],"measuring":[93],"latter":[95],"OCEAN":[100],"model.":[101],"Investigating":[102],"[email":[103,106],"protected]":[104,107],"SLIM,":[112],"embarrassingly":[113],"shallow":[114],"autoencoders":[115,122],"sparse":[117],"data":[118],"(EASE),":[119],"variational":[121],"collaborative":[124],"filtering":[125],"(Mult-VAE)":[126],"dataset,":[129],"find":[131],"several":[132,147],"significant":[133],"differences":[134],"between":[137],"groups":[139,143],"scoring":[140,144],"high":[141],"vs.":[142],"low":[145]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}