{"id":"https://openalex.org/W4317435386","doi":"https://doi.org/10.1186/s13636-022-00269-0","title":"Beyond the Big Five personality traits for music recommendation systems","display_name":"Beyond the Big Five personality traits for music recommendation systems","publication_year":2023,"publication_date":"2023-01-19","ids":{"openalex":"https://openalex.org/W4317435386","doi":"https://doi.org/10.1186/s13636-022-00269-0"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-022-00269-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00269-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00269-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00269-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060673746","display_name":"Mariusz Kle\u0107","orcid":"https://orcid.org/0000-0003-4103-2597"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Mariusz Kle\u0107","raw_affiliation_strings":["Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4103-2597","affiliations":[{"raw_affiliation_string":"Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073071329","display_name":"Alicja Wieczorkowska","orcid":"https://orcid.org/0000-0003-2033-6372"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Alicja Wieczorkowska","raw_affiliation_strings":["Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080865752","display_name":"Krzysztof Szklanny","orcid":"https://orcid.org/0000-0001-6540-1671"},"institutions":[{"id":"https://openalex.org/I3017851245","display_name":"Polish-Japanese Academy of Information Technology","ror":"https://ror.org/01v542j61","country_code":"PL","type":"education","lineage":["https://openalex.org/I3017851245"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Szklanny","raw_affiliation_strings":["Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Dept., Polish-Japanese Academy of Information Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I3017851245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069007246","display_name":"W\u0142odzimierz Strus","orcid":"https://orcid.org/0000-0002-5044-5660"},"institutions":[{"id":"https://openalex.org/I4210121044","display_name":"Institute of Psychology","ror":"https://ror.org/034dn0836","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210121044","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I69984877","display_name":"Cardinal Stefan Wyszynski University in Warsaw","ror":"https://ror.org/05sdyjv16","country_code":"PL","type":"education","lineage":["https://openalex.org/I69984877"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"W\u0142odzimierz Strus","raw_affiliation_strings":["Institute of Psychology, Cardinal Stefan Wyszy\u0144ski University, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Psychology, Cardinal Stefan Wyszy\u0144ski University, Warsaw, Poland","institution_ids":["https://openalex.org/I69984877","https://openalex.org/I4210121044"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060673746"],"corresponding_institution_ids":["https://openalex.org/I3017851245"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":3.5455,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9362414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"2023","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/big-five-personality-traits","display_name":"Big Five personality traits","score":0.814345121383667},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7853484153747559},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6205778121948242},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5750380754470825},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5557107329368591},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5060686469078064},{"id":"https://openalex.org/keywords/16pf-questionnaire","display_name":"16PF Questionnaire","score":0.48867180943489075},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4599759578704834},{"id":"https://openalex.org/keywords/big-five-personality-traits-and-culture","display_name":"Big Five personality traits and culture","score":0.4317496120929718},{"id":"https://openalex.org/keywords/personality-assessment-inventory","display_name":"Personality Assessment Inventory","score":0.4202447533607483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34190303087234497},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3028600513935089},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.155491441488266},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1372661590576172},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08213436603546143}],"concepts":[{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.814345121383667},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7853484153747559},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6205778121948242},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5750380754470825},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5557107329368591},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5060686469078064},{"id":"https://openalex.org/C24663603","wikidata":"https://www.wikidata.org/wiki/Q2428138","display_name":"16PF Questionnaire","level":5,"score":0.48867180943489075},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4599759578704834},{"id":"https://openalex.org/C150286290","wikidata":"https://www.wikidata.org/wiki/Q4905702","display_name":"Big Five personality traits and culture","level":4,"score":0.4317496120929718},{"id":"https://openalex.org/C174010058","wikidata":"https://www.wikidata.org/wiki/Q7170643","display_name":"Personality Assessment Inventory","level":3,"score":0.4202447533607483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34190303087234497},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3028600513935089},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.155491441488266},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1372661590576172},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08213436603546143},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13636-022-00269-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00269-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00269-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f1b26ed882834ce68cbe0bac7dc714b1","is_oa":true,"landing_page_url":"https://doaj.org/article/f1b26ed882834ce68cbe0bac7dc714b1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2023, Iss 1, Pp 1-17 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13636-022-00269-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-022-00269-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13636-022-00269-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317435386.pdf"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W179378936","https://openalex.org/W987125319","https://openalex.org/W1139185857","https://openalex.org/W1486317198","https://openalex.org/W1641003075","https://openalex.org/W1994477474","https://openalex.org/W1995944709","https://openalex.org/W1997898747","https://openalex.org/W2030066052","https://openalex.org/W2035598312","https://openalex.org/W2037336711","https://openalex.org/W2039218094","https://openalex.org/W2075688282","https://openalex.org/W2111621157","https://openalex.org/W2119472994","https://openalex.org/W2122056787","https://openalex.org/W2123310993","https://openalex.org/W2131796923","https://openalex.org/W2133824856","https://openalex.org/W2137271651","https://openalex.org/W2145360759","https://openalex.org/W2151588051","https://openalex.org/W2157201194","https://openalex.org/W2163827194","https://openalex.org/W2268996352","https://openalex.org/W2282738454","https://openalex.org/W2330055266","https://openalex.org/W2360958417","https://openalex.org/W2514432237","https://openalex.org/W2532755691","https://openalex.org/W2612663830","https://openalex.org/W2618549529","https://openalex.org/W2687843025","https://openalex.org/W2726433188","https://openalex.org/W2742730110","https://openalex.org/W2752900252","https://openalex.org/W2766125595","https://openalex.org/W2783699744","https://openalex.org/W2788728386","https://openalex.org/W2789607334","https://openalex.org/W2790138685","https://openalex.org/W2792159272","https://openalex.org/W2801668825","https://openalex.org/W2806792888","https://openalex.org/W2810734443","https://openalex.org/W2902522005","https://openalex.org/W2916857467","https://openalex.org/W2921937102","https://openalex.org/W2924443040","https://openalex.org/W2949614061","https://openalex.org/W2949993715","https://openalex.org/W2955436978","https://openalex.org/W2967638906","https://openalex.org/W2986820631","https://openalex.org/W2992530060","https://openalex.org/W2993158215","https://openalex.org/W3008640151","https://openalex.org/W3009791513","https://openalex.org/W3028363395","https://openalex.org/W3032315305","https://openalex.org/W3032741901","https://openalex.org/W3032951514","https://openalex.org/W3046905760","https://openalex.org/W3053155590","https://openalex.org/W3082147375","https://openalex.org/W3088373128","https://openalex.org/W3094962947","https://openalex.org/W3107135746","https://openalex.org/W3124675547","https://openalex.org/W3172610417","https://openalex.org/W3180122642","https://openalex.org/W3199328271","https://openalex.org/W3200952962","https://openalex.org/W4210891673","https://openalex.org/W4231760770","https://openalex.org/W4232980324","https://openalex.org/W4234763947","https://openalex.org/W4239075713","https://openalex.org/W4388328369","https://openalex.org/W6608525627"],"related_works":["https://openalex.org/W4200504063","https://openalex.org/W2913634983","https://openalex.org/W3072069519","https://openalex.org/W2555689322","https://openalex.org/W2112253661","https://openalex.org/W3114887811","https://openalex.org/W117914059","https://openalex.org/W2024276211","https://openalex.org/W2140508997","https://openalex.org/W4226258791"],"abstract_inverted_index":{"Abstract":[0],"The":[1,31,83,109,134,181],"aim":[2],"of":[3,11,37,67,73,98,117,128,140,159],"this":[4],"paper":[5],"is":[6,185],"to":[7,78,91,121,175,190],"investigate":[8],"the":[9,16,34,38,68,80,96,102,122,129,132,164,172,177],"influence":[10,97],"personality":[12,41,65,99,143,151,160,173],"traits,":[13],"characterized":[14],"by":[15,193],"BFI":[17],"(Big":[18],"Five":[19,40,142],"Inventory)":[20],"and":[21,60,62,101,125,188],"its":[22],"significant":[23],"revision":[24],"called":[25],"BFI-2,":[26],"on":[27,105],"music":[28,58,81,106],"recommendation":[29,107,166],"error.":[30,108,167],"BFI-2":[32],"describes":[33],"lower-order":[35,150],"facets":[36,161],"Big":[39,141],"traits.":[42],"We":[43],"performed":[44,110],"experiments":[45,88,135],"with":[46],"279":[47],"participants,":[48],"using":[49,149],"an":[50],"application":[51],"(called":[52],"Music":[53],"Master)":[54],"we":[55,154],"developed":[56],"for":[57,63],"listening":[59],"ranking,":[61],"collecting":[64],"profiles":[66],"users.":[69],"Additionally,":[70,153],"29-dimensional":[71],"vectors":[72],"audio":[74,103],"features":[75,104],"were":[76,89],"extracted":[77],"describe":[79],"files.":[82],"data":[84,183],"obtained":[85],"from":[86],"our":[87],"used":[90,192],"test":[92],"several":[93],"hypotheses":[94],"about":[95],"traits":[100,144],"analyses":[111],"take":[112],"into":[113],"account":[114],"three":[115],"types":[116],"ratings":[118],"that":[119,137,162],"refer":[120],"cognitive-emotional,":[123],"motivational,":[124],"social":[126],"components":[127],"attitude":[130],"towards":[131],"song.":[133],"showed":[136],"every":[138],"combination":[139],"produces":[145],"worse":[146],"results":[147],"than":[148],"facets.":[152],"found":[155],"a":[156],"small":[157],"subset":[158],"yielded":[163],"lowest":[165],"This":[168],"finding":[169],"can":[170],"condense":[171],"questionnaire":[174],"only":[176],"most":[178],"essential":[179],"questions.":[180],"collected":[182],"set":[184],"publicly":[186],"available":[187],"ready":[189],"be":[191],"other":[194],"researchers.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}