{"id":"https://openalex.org/W2586270101","doi":"https://doi.org/10.1007/s13735-017-0118-y","title":"Investigating country-specific music preferences and music recommendation algorithms with the LFM-1b dataset","display_name":"Investigating country-specific music preferences and music recommendation algorithms with the LFM-1b dataset","publication_year":2017,"publication_date":"2017-02-06","ids":{"openalex":"https://openalex.org/W2586270101","doi":"https://doi.org/10.1007/s13735-017-0118-y","mag":"2586270101","pmid":"https://pubmed.ncbi.nlm.nih.gov/28357190"},"language":"en","primary_location":{"id":"doi:10.1007/s13735-017-0118-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-017-0118-y","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13735-017-0118-y.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs13735-017-0118-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Markus Schedl","raw_affiliation_strings":["Department of Computational Perception, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040 Linz, Austria","Department of Computational Perception, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Perception, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040 Linz, Austria","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"Department of Computational Perception, Johannes Kepler University, Altenberger Stra\u00dfe 69, 4040, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091259315"],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":4.1651,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.9454196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"71","last_page":"84"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9889000058174133,"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"}},{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.9480000138282776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8190903663635254},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.395570307970047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3557834029197693},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32449477910995483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190903663635254},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.395570307970047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3557834029197693},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32449477910995483}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s13735-017-0118-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-017-0118-y","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13735-017-0118-y.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},{"id":"pmid:28357190","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28357190","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of multimedia information retrieval","raw_type":null},{"id":"pmh:oai:epub.jku.at/:8303749","is_oa":true,"landing_page_url":"https://resolver.obvsg.at/urn:nbn:at:at-ubl:3-16106","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":"Text"},{"id":"pmh:oai:europepmc.org:4214978","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5350199","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s13735-017-0118-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13735-017-0118-y","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs13735-017-0118-y.pdf","source":{"id":"https://openalex.org/S2496055428","display_name":"International Journal of Multimedia Information Retrieval","issn_l":"2192-6611","issn":["2192-6611","2192-662X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Multimedia Information Retrieval","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6327712578","display_name":"Social Media Mining for Multimodal Music Retrieval","funder_award_id":"P25655","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/W2586270101.pdf","grobid_xml":"https://content.openalex.org/works/W2586270101.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W60626635","https://openalex.org/W395933519","https://openalex.org/W1556219185","https://openalex.org/W1560147776","https://openalex.org/W1649293523","https://openalex.org/W1986602091","https://openalex.org/W1998546380","https://openalex.org/W2029605420","https://openalex.org/W2045453095","https://openalex.org/W2113479237","https://openalex.org/W2146682077","https://openalex.org/W2159540918","https://openalex.org/W2228467293","https://openalex.org/W2419128894","https://openalex.org/W2466153672","https://openalex.org/W2492959872","https://openalex.org/W2605244415","https://openalex.org/W3102568015"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Recently,":[0],"the":[1,22,110,116,179],"LFM-1b":[2],"dataset":[3],"has":[4],"been":[5],"proposed":[6],"to":[7,99,133,192],"foster":[8],"research":[9],"and":[10,15,58,61,69,93,95,128,130,136,142,151,163,166],"evaluation":[11],"in":[12,169,182],"music":[13,16,39,134,174],"retrieval":[14],"recommender":[17],"systems,":[18],"Schedl":[19],"(Proceedings":[20],"of":[21,48,72,109,115,122,144,149,154,171],"ACM":[23],"International":[24],"Conference":[25],"on":[26],"Multimedia":[27],"Retrieval":[28],"(ICMR).":[29],"New":[30],"York,":[31],"2016).":[32],"It":[33],"contains":[34],"more":[35,44,73,198],"than":[36,45],"one":[37],"billion":[38],"listening":[40,51,123],"events":[41,124],"created":[42],"by":[43,55],"120,000":[46],"users":[47,150],"Last.fm.":[49],"Each":[50],"event":[52],"is":[53],"characterized":[54],"artist,":[56],"album,":[57],"track":[59],"name,":[60],"further":[62],"includes":[63],"a":[64,70,183],"timestamp.":[65],"Basic":[66],"demographic":[67,119],"information":[68,89,148],"selection":[71],"elaborate":[74,199],"listener-specific":[75],"descriptors":[76],"are":[77,190],"included":[78],"as":[79,194],"well,":[80],"for":[81,161],"anonymized":[82],"users.":[83],"In":[84],"this":[85],"article,":[86],"we":[87,96,156,177],"reveal":[88],"about":[90],"LFM-1b's":[91],"acquisition":[92],"content":[94],"compare":[97],"it":[98],"existing":[100],"datasets.":[101],"We":[102],"furthermore":[103],"provide":[104],"an":[105],"extensive":[106],"statistical":[107],"analysis":[108],"dataset,":[111],"including":[112],"basic":[113],"properties":[114],"item":[117],"sets,":[118],"coverage,":[120],"distribution":[121],"(e.g.,":[125,139],"over":[126],"artists":[127],"users),":[129],"aspects":[131],"related":[132],"preference":[135],"consumption":[137],"behavior":[138],"temporal":[140],"features":[141],"mainstreaminess":[143],"listeners).":[145],"Exploiting":[146],"country":[147],"genre":[152],"tags":[153],"artists,":[155],"also":[157],"create":[158],"taste":[159],"profiles":[160],"populations":[162],"determine":[164],"similar":[165],"dissimilar":[167],"countries":[168],"terms":[170],"their":[172],"populations'":[173],"preferences.":[175],"Finally,":[176],"illustrate":[178],"dataset's":[180],"usage":[181],"simple":[184],"artist":[185],"recommendation":[186],"task,":[187],"whose":[188],"results":[189],"intended":[191],"serve":[193],"baseline":[195],"against":[196],"which":[197],"techniques":[200],"can":[201],"be":[202],"assessed.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}