{"id":"https://openalex.org/W4408574833","doi":"https://doi.org/10.1007/s00530-025-01749-x","title":"Personalized music recommendation algorithm based on machine learning","display_name":"Personalized music recommendation algorithm based on machine learning","publication_year":2025,"publication_date":"2025-03-18","ids":{"openalex":"https://openalex.org/W4408574833","doi":"https://doi.org/10.1007/s00530-025-01749-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-025-01749-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01749-x","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","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/A5071756152","display_name":"Lanhui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lanhui Liu","raw_affiliation_strings":["School of Mathematics, Changsha University, Hongshan Road, Changsha, 410022, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Changsha University, Hongshan Road, Changsha, 410022, Hunan, China","institution_ids":["https://openalex.org/I198357462","https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090734254","display_name":"Menglin Kong","orcid":"https://orcid.org/0009-0007-9498-693X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menglin Kong","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028006197","display_name":"Cong Cao","orcid":"https://orcid.org/0000-0003-4163-2218"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Cao","raw_affiliation_strings":["School of Mathematics, Changsha University, Hongshan Road, Changsha, 410022, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Changsha University, Hongshan Road, Changsha, 410022, Hunan, China","institution_ids":["https://openalex.org/I198357462","https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051109793","display_name":"Zhanjie Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanjie Shu","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076360588","display_name":"Kecheng Liu","orcid":"https://orcid.org/0000-0002-4642-957X"},"institutions":[{"id":"https://openalex.org/I100286613","display_name":"Hunan Institute of Science and Technology","ror":"https://ror.org/044ysd349","country_code":"CN","type":"education","lineage":["https://openalex.org/I100286613"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kecheng Liu","raw_affiliation_strings":["Frontier Crossroads Institute, Hunan University of Technology and Business, Yuelu Road, Changsha, 410205, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Frontier Crossroads Institute, Hunan University of Technology and Business, Yuelu Road, Changsha, 410205, Hunan, China","institution_ids":["https://openalex.org/I100286613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068436471","display_name":"Xingquan Li","orcid":"https://orcid.org/0000-0003-2887-4327"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingquan Li","raw_affiliation_strings":["Peng Cheng Laboratory, Xingke Road, Shenzhen, 518000, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Xingke Road, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047660471","display_name":"Muzhou Hou","orcid":"https://orcid.org/0000-0001-6658-2187"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muzhou Hou","raw_affiliation_strings":["School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Central South University, Lushan Road, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5071756152"],"corresponding_institution_ids":["https://openalex.org/I16609230","https://openalex.org/I198357462"],"apc_list":null,"apc_paid":null,"fwci":10.1277,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9741761,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"31","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11309","display_name":"Music and Audio Processing","score":0.9911999702453613,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.968500018119812,"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":0.7803866863250732},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5294905304908752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47257888317108154},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.44495829939842224},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42225080728530884},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3238930106163025}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7803866863250732},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5294905304908752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47257888317108154},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.44495829939842224},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42225080728530884},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3238930106163025}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-025-01749-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01749-x","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8828336618","display_name":null,"funder_award_id":"WDZC20245250406","funder_id":"https://openalex.org/F4320335833","funder_display_name":"National Defense Basic Scientific Research Program of China"}],"funders":[{"id":"https://openalex.org/F4320335833","display_name":"National Defense Basic Scientific Research Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1689711448","https://openalex.org/W1720514416","https://openalex.org/W1966553486","https://openalex.org/W1973965874","https://openalex.org/W2033500845","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2071103260","https://openalex.org/W2071678786","https://openalex.org/W2076618162","https://openalex.org/W2079735306","https://openalex.org/W2136189984","https://openalex.org/W2157331557","https://openalex.org/W2159094788","https://openalex.org/W2295739661","https://openalex.org/W2443960221","https://openalex.org/W2475334473","https://openalex.org/W2509235963","https://openalex.org/W2512971201","https://openalex.org/W2548570154","https://openalex.org/W2604662567","https://openalex.org/W2605350416","https://openalex.org/W2723293840","https://openalex.org/W2781561856","https://openalex.org/W2793768763","https://openalex.org/W2795014578","https://openalex.org/W2894159475","https://openalex.org/W2962745591","https://openalex.org/W2963323306","https://openalex.org/W2964182926","https://openalex.org/W2970413753","https://openalex.org/W2982902390","https://openalex.org/W2984100107","https://openalex.org/W2987999026","https://openalex.org/W2997646554","https://openalex.org/W3007992747","https://openalex.org/W3011937962","https://openalex.org/W3018717655","https://openalex.org/W3018808210","https://openalex.org/W3043381552","https://openalex.org/W3044584718","https://openalex.org/W3096591391","https://openalex.org/W3097300053","https://openalex.org/W3104030692","https://openalex.org/W3135221267","https://openalex.org/W3159203726","https://openalex.org/W3162391496","https://openalex.org/W3163379884","https://openalex.org/W3164613947","https://openalex.org/W3185820380","https://openalex.org/W3196228727","https://openalex.org/W4283812049"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}