{"id":"https://openalex.org/W4392905334","doi":"https://doi.org/10.1109/ccnc51664.2024.10454829","title":"On Using Artificial Intelligence to Predict Music Playlist Success","display_name":"On Using Artificial Intelligence to Predict Music Playlist Success","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392905334","doi":"https://doi.org/10.1109/ccnc51664.2024.10454829"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51664.2024.10454829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51664.2024.10454829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11380/1344907","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075342479","display_name":"Roberto Cavicchioli","orcid":"https://orcid.org/0000-0003-0166-0898"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Roberto Cavicchioli","raw_affiliation_strings":["University of Modena and Reggio,Department of Communication and Economics,Emilia,Italy","Department of Communication and Economics, University of Modena and Reggio, Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio,Department of Communication and Economics,Emilia,Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Department of Communication and Economics, University of Modena and Reggio, Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101550863","display_name":"Jia Cheng Hu","orcid":"https://orcid.org/0009-0008-1611-966X"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jia Cheng Hu","raw_affiliation_strings":["University of Modena and Reggio,Department of Physics, Informatics and Mathematics,Emilia,Italy","Department of Physics, Informatics and Mathematics, University of Modena and Reggio, Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio,Department of Physics, Informatics and Mathematics,Emilia,Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Department of Physics, Informatics and Mathematics, University of Modena and Reggio, Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079395349","display_name":"Marco Furini","orcid":"https://orcid.org/0000-0003-1094-6521"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Furini","raw_affiliation_strings":["University of Modena and Reggio,Department of Communication and Economics,Emilia,Italy","Department of Communication and Economics, University of Modena and Reggio, Emilia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Modena and Reggio,Department of Communication and Economics,Emilia,Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Department of Communication and Economics, University of Modena and Reggio, Emilia, Italy","institution_ids":["https://openalex.org/I122346577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075342479"],"corresponding_institution_ids":["https://openalex.org/I122346577"],"apc_list":null,"apc_paid":null,"fwci":1.073,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73753309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"278","last_page":"283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9926000237464905,"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":0.9912999868392944,"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":0.7217179536819458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4422645568847656},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38564532995224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217179536819458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4422645568847656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38564532995224}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccnc51664.2024.10454829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccnc51664.2024.10454829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1344907","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1344907","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1344907","is_oa":true,"landing_page_url":"https://hdl.handle.net/11380/1344907","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2064675550","https://openalex.org/W2165830241","https://openalex.org/W2238404295","https://openalex.org/W2911315752","https://openalex.org/W2919762927","https://openalex.org/W2967389878","https://openalex.org/W2995930413","https://openalex.org/W3000652226","https://openalex.org/W3008031496","https://openalex.org/W3008421074","https://openalex.org/W3139081400","https://openalex.org/W3161304358","https://openalex.org/W3195024963","https://openalex.org/W4200231586","https://openalex.org/W4281558267","https://openalex.org/W4308523805","https://openalex.org/W4313190137","https://openalex.org/W4327767795","https://openalex.org/W4364357362","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6633499030","https://openalex.org/W6770710749"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2,55,63,71,88,100,120],"digital":[3],"music":[4,30,56,137,144,157],"platforms":[5],"has":[6,20,140],"fundamentally":[7],"transformed":[8],"the":[9,37,53,86,112,118,156],"way":[10],"we":[11],"engage":[12],"with":[13,97],"and":[14,32,134,146,154],"organize":[15],"music.":[16],"As":[17],"playlist":[18,41,75,108,131,152],"creation":[19,153],"gained":[21],"widespread":[22],"popularity,":[23],"there":[24],"is":[25],"an":[26,68,98],"increasing":[27],"desire":[28],"among":[29],"aficionados":[31],"industry":[33,147],"experts":[34],"to":[35,51,150],"comprehend":[36],"factors":[38],"that":[39],"drive":[40],"success.":[42,76],"This":[43,139],"paper":[44],"presents":[45],"a":[46,80],"machine":[47,121],"learning-based":[48],"approach":[49,125],"designed":[50],"predict":[52],"success":[54,87],"playlists.":[57],"By":[58,116],"analyzing":[59],"various":[60],"musical":[61],"characteristics":[62],"songs,":[64],"our":[65,123],"model":[66],"achieves":[67],"impressive":[69],"accuracy":[70,83,99],"89.6%":[72],"in":[73,84],"predicting":[74],"Notably,":[77],"it":[78],"exhibits":[79],"remarkable":[81],"92.0%":[82],"forecasting":[85],"popular":[89],"playlists,":[90],"while":[91],"also":[92],"effectively":[93],"identifying":[94],"unpopular":[95],"playlists":[96],"89.4%.":[101],"These":[102],"findings":[103],"provide":[104],"invaluable":[105],"insights":[106],"into":[107],"creation,":[109],"ultimately":[110],"enhancing":[111],"overall":[113],"music-listening":[114],"experience.":[115,159],"harnessing":[117],"power":[119],"learning,":[122],"proposed":[124],"unlocks":[126],"new":[127],"prospects":[128],"for":[129,143],"optimizing":[130],"design":[132],"strategies":[133],"delivering":[135],"personalized":[136],"recommendations.":[138],"significant":[141],"ramifications":[142],"enthusiasts":[145],"professionals":[148],"seeking":[149],"elevate":[151],"enrich":[155],"consumption":[158]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}