{"id":"https://openalex.org/W4306316911","doi":"https://doi.org/10.1145/3511808.3557656","title":"Music4All-Onion -- A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset","display_name":"Music4All-Onion -- A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4306316911","doi":"https://doi.org/10.1145/3511808.3557656"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557656","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102755522","display_name":"Marta Moscati","orcid":"https://orcid.org/0000-0002-5541-4919"},"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":"Marta Moscati","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073718976","display_name":"Emilia Parada\u2010Cabaleiro","orcid":"https://orcid.org/0000-0003-1843-3632"},"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":"Emilia Parada-Cabaleiro","raw_affiliation_strings":["Johannes Kepler University Linz & Linz Institute of Technology, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz & Linz Institute of Technology, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009954943","display_name":"Yashar Deldjoo","orcid":"https://orcid.org/0000-0002-6767-358X"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Yashar Deldjoo","raw_affiliation_strings":["Polytechnic University of Bari, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"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, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Innsbruck, 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 & Linz Institute of Technology, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz & Linz Institute of Technology, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4339","last_page":"4343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":1.0,"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":1.0,"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":0.9937000274658203,"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":0.9807999730110168,"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/computer-science","display_name":"Computer science","score":0.8314336538314819},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7209411263465881},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.714232861995697},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6212833523750305},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5206331610679626},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.51076340675354},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.4822412431240082},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4727918803691864},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.47142738103866577},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4649440348148346},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45742475986480713},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.39715293049812317},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3771902322769165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8314336538314819},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7209411263465881},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.714232861995697},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6212833523750305},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5206331610679626},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.51076340675354},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.4822412431240082},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4727918803691864},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.47142738103866577},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4649440348148346},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45742475986480713},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.39715293049812317},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3771902322769165},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3511808.3557656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557656","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:epub.jku.at/:8305257","is_oa":true,"landing_page_url":"https://epub.jku.at/doi/10.1145/3511808.3557656","pdf_url":null,"source":{"id":"https://openalex.org/S4306401788","display_name":"University Library Linz repository (Johannes Kepler Universitat Linz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121883995","host_organization_name":"Johannes Kepler University of Linz","host_organization_lineage":["https://openalex.org/I121883995"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"BookPart"}],"best_oa_location":{"id":"doi:10.1145/3511808.3557656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3511808.3557656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3511808.3557656","source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G169485096","display_name":null,"funder_award_id":"P33526 and DFH-23","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G1837357248","display_name":"Humans and Recommender Systems: Towards Mutual Understanding","funder_award_id":"P33526","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7076121518","display_name":null,"funder_award_id":"DFH-23","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306316911.pdf","grobid_xml":"https://content.openalex.org/works/W4306316911.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2023736093","https://openalex.org/W2085662862","https://openalex.org/W2097117768","https://openalex.org/W2099813784","https://openalex.org/W2194775991","https://openalex.org/W2406311945","https://openalex.org/W2725606191","https://openalex.org/W2759171953","https://openalex.org/W2764159532","https://openalex.org/W2793388038","https://openalex.org/W2798357113","https://openalex.org/W2890267272","https://openalex.org/W2893790670","https://openalex.org/W2912973966","https://openalex.org/W2963085847","https://openalex.org/W2997212048","https://openalex.org/W3040516071","https://openalex.org/W3045349544","https://openalex.org/W3091129453","https://openalex.org/W3101943858","https://openalex.org/W4220654158","https://openalex.org/W4226280022"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"When":[0],"we":[1,205],"appreciate":[2],"a":[3,96,124,163],"piece":[4],"of":[5,12,41,76,126,130,166,169,172,197],"music,":[6],"it":[7,122],"is":[8,36,73],"most":[9],"naturally":[10],"because":[11],"its":[13,24],"content,":[14,179],"including":[15,108],"rhythmic,":[16],"tonal,":[17],"and":[18,26,83,113,161,180,195,217],"timbral":[19],"elements":[20],"as":[21,23,145],"well":[22],"lyrics":[25],"semantics.":[27],"This":[28,39],"suggests":[29],"that":[30,56,79],"the":[31,74,104,135,167,209],"human":[32],"affinity":[33],"for":[34,70,116],"music":[35,99,118,137,185,198,214,219],"inherently":[37],"content-driven.":[38],"kind":[40],"information":[42],"is,":[43],"however,":[44],"still":[45],"frequently":[46],"neglected":[47],"by":[48,93,107],"mainstream":[49],"recommendation":[50,199,220],"models":[51],"based":[52],"on":[53,59,183],"collaborative":[54,82,212],"filtering":[55,213],"rely":[57],"solely":[58],"user-item":[60,143],"interactions":[61,144],"to":[62,65,158,207],"recommend":[63],"items":[64],"users.":[66],"A":[67],"major":[68],"reason":[69],"this":[71,91,173],"neglect":[72],"lack":[75],"standardized":[77],"datasets":[78],"provide":[80],"both":[81],"content":[84,151,190],"information.":[85],"The":[86,101],"work":[87],"at":[88],"hand":[89],"addresses":[90],"shortcoming":[92],"introducing":[94],"Music4All-Onion,":[95,204],"large-scale,":[97],"multi-modal":[98],"dataset.":[100],"dataset":[102,106],"expands":[103],"Music4All":[105],"26":[109],"additional":[110],"audio,":[111],"video,":[112],"metadata":[114],"characteristics":[115],"109,269":[117],"pieces.":[119],"In":[120,201],"addition,":[121],"provides":[123],"set":[125],"252,984,396":[127],"listening":[128],"records":[129],"119,140":[131],"users,":[132],"extracted":[133],"from":[134],"online":[136],"platform":[138],"Last.fm,":[139],"which":[140],"allows":[141],"leveraging":[142],"well.":[146],"We":[147],"organize":[148],"distinct":[149],"item":[150],"features":[152,191],"in":[153],"an":[154],"onion":[155],"model":[156,174],"according":[157],"their":[159],"semantics,":[160],"perform":[162],"comprehensive":[164],"examination":[165],"impact":[168],"different":[170],"layers":[171],"(e.g.,":[175],"audio":[176],"features,":[177],"user-generated":[178],"derivative":[181],"content)":[182],"content-driven":[184],"recommendation,":[186],"demonstrating":[187],"how":[188],"various":[189],"influence":[192],"accuracy,":[193],"novelty,":[194],"fairness":[196],"systems.":[200],"summary,":[202],"with":[203],"seek":[206],"bridge":[208],"gap":[210],"between":[211],"recommender":[215],"systems":[216],"content-centric":[218],"requirements.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}