{"id":"https://openalex.org/W2741892295","doi":"https://doi.org/10.4018/ijmdem.2017100103","title":"Understanding User-Curated Playlists on Spotify","display_name":"Understanding User-Curated Playlists on Spotify","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2741892295","doi":"https://doi.org/10.4018/ijmdem.2017100103","mag":"2741892295"},"language":"en","primary_location":{"id":"doi:10.4018/ijmdem.2017100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmdem.2017100103","pdf_url":null,"source":{"id":"https://openalex.org/S87630009","display_name":"International Journal of Multimedia Data Engineering and Management","issn_l":"1947-8534","issn":["1947-8534","1947-8542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Data Engineering and Management","raw_type":"journal-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/A5042754910","display_name":"Martin Pichl","orcid":null},"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":"Martin Pichl","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":"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/A5073412960","display_name":"G\u00fcnther Specht","orcid":"https://orcid.org/0000-0003-0978-7201"},"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":"G\u00fcnther Specht","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":0.7307,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.70798898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"4","first_page":"44","last_page":"59"},"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":0.9980000257492065,"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/T10860","display_name":"Speech and Audio Processing","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.8423391580581665},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8394678831100464},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6328385472297668},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6039181351661682},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5976032614707947},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5503093004226685},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5279920101165771},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4806143641471863},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4174083173274994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14434167742729187},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05637505650520325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8423391580581665},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8394678831100464},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6328385472297668},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6039181351661682},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5976032614707947},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5503093004226685},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5279920101165771},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4806143641471863},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4174083173274994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14434167742729187},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05637505650520325},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijmdem.2017100103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijmdem.2017100103","pdf_url":null,"source":{"id":"https://openalex.org/S87630009","display_name":"International Journal of Multimedia Data Engineering and Management","issn_l":"1947-8534","issn":["1947-8534","1947-8542"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Multimedia Data Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jmdem0:v:8:y:2017:i:4:p:44-59","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJMDEM.2017100103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W77034681","https://openalex.org/W145820976","https://openalex.org/W1481474609","https://openalex.org/W1554795809","https://openalex.org/W1560147776","https://openalex.org/W1605200357","https://openalex.org/W2000562880","https://openalex.org/W2036887984","https://openalex.org/W2040975718","https://openalex.org/W2067890083","https://openalex.org/W2071949631","https://openalex.org/W2081580037","https://openalex.org/W2099242680","https://openalex.org/W2101052591","https://openalex.org/W2121947440","https://openalex.org/W2127218421","https://openalex.org/W2134990037","https://openalex.org/W2158835316","https://openalex.org/W2286124384","https://openalex.org/W2294798173","https://openalex.org/W2296143612","https://openalex.org/W2394704164","https://openalex.org/W2397963589","https://openalex.org/W2579752498","https://openalex.org/W2795510964","https://openalex.org/W3099514962","https://openalex.org/W4212863985","https://openalex.org/W4292023222"],"related_works":["https://openalex.org/W2348159088","https://openalex.org/W2402445420","https://openalex.org/W1773619406","https://openalex.org/W2016738550","https://openalex.org/W2146781536","https://openalex.org/W2377968345","https://openalex.org/W2075040002","https://openalex.org/W933664000","https://openalex.org/W2573253449","https://openalex.org/W7602594"],"abstract_inverted_index":{"Music":[0],"streaming":[1,77],"platforms":[2],"enable":[3],"people":[4],"to":[5,23,55,103,136],"access":[6],"millions":[7,20],"of":[8,21,37,50,64,85,92,131],"tracks":[9,22],"using":[10,97,106,142],"computers":[11],"and":[12,100,123],"mobile":[13],"devices.":[14],"However,":[15],"users":[16,66],"cannot":[17],"browse":[18],"manually":[19],"find":[24,89],"music":[25,32,68,76,120],"they":[26],"like.":[27],"Building":[28],"recommender":[29,121,140],"systems":[30],"suggesting":[31],"fitting":[33],"the":[34,48,75,82,86,95],"current":[35],"context":[36],"a":[38,41,61,98,118,139],"user":[39],"is":[40,134],"challenging":[42],"task.":[43],"A":[44],"deeper":[45,62],"understanding":[46,63],"for":[47,128],"characteristics":[49,113],"user-curated":[51,72],"playlists":[52,73,96,105,133],"naturally":[53],"contributes":[54],"more":[56],"personalized":[57],"recommendations.":[58],"To":[59],"get":[60],"how":[65],"organize":[67],"nowadays,":[69],"we":[70,88],"analyze":[71],"from":[74],"platform":[78],"Spotify.":[79],"Based":[80],"on":[81],"audio":[83],"features":[84],"tracks,":[87],"an":[90],"explanation":[91],"differences":[93],"in":[94,117],"PCA":[99],"are":[101],"able":[102],"group":[104],"spectral":[107],"clustering.":[108],"Our":[109],"findings":[110],"about":[111],"playlist":[112],"can":[114],"be":[115],"exploited":[116],"SVD-based":[119],"system":[122,141],"our":[124],"proposed":[125],"clustering":[126],"approach":[127],"finding":[129],"groups":[130],"similar":[132],"easy":[135],"integrate":[137],"into":[138],"pre-":[143],"or":[144],"post-filtering":[145],"techniques.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2017-08-08T00:00:00"}
