{"id":"https://openalex.org/W2997561372","doi":"https://doi.org/10.1007/s11042-019-08356-9","title":"Music recommender using deep embedding-based features and behavior-based reinforcement learning","display_name":"Music recommender using deep embedding-based features and behavior-based reinforcement learning","publication_year":2019,"publication_date":"2019-12-27","ids":{"openalex":"https://openalex.org/W2997561372","doi":"https://doi.org/10.1007/s11042-019-08356-9","mag":"2997561372"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-019-08356-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-08356-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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 Tools and Applications","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/A5038990594","display_name":"Jia-Wei Chang","orcid":"https://orcid.org/0000-0002-9321-6278"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Wei Chang","raw_affiliation_strings":["National Taichung University of Science and Technology, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taichung University of Science and Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053460590","display_name":"Ching-Yi Chiou","orcid":null},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Yi Chiou","raw_affiliation_strings":["National Chung Hsing University, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Hsing University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041542696","display_name":"Jia-Yi Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Yi Liao","raw_affiliation_strings":["National Taichung University of Science and Technology, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taichung University of Science and Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029786719","display_name":"Ying-Kai Hung","orcid":null},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ying-Kai Hung","raw_affiliation_strings":["National Taichung University of Science and Technology, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taichung University of Science and Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038793307","display_name":"Chien-Che Huang","orcid":"https://orcid.org/0000-0001-5927-7918"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Che Huang","raw_affiliation_strings":["National Taichung University of Science and Technology, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taichung University of Science and Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062891453","display_name":"Kuan-Cheng Lin","orcid":"https://orcid.org/0000-0002-1086-983X"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Cheng Lin","raw_affiliation_strings":["National Chung Hsing University, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Chung Hsing University, Taichung City, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033247438","display_name":"Ying\u2010Hung Pu","orcid":"https://orcid.org/0000-0002-8325-3585"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ying-Hung Pu","raw_affiliation_strings":["National Taichung University of Science and Technology, Taichung City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taichung University of Science and Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5029786719","https://openalex.org/A5033247438"],"corresponding_institution_ids":["https://openalex.org/I131948415"],"apc_list":null,"apc_paid":null,"fwci":0.8349,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.74590713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"80","issue":"26-27","first_page":"34037","last_page":"34064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.980400025844574,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.970300018787384,"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":0.9004654884338379},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.863715410232544},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7873317003250122},{"id":"https://openalex.org/keywords/digital-audio","display_name":"Digital audio","score":0.6429828405380249},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6343767642974854},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.6122211217880249},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.49504223465919495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4454004466533661},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4398227632045746},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.432226300239563},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3224214017391205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3178752660751343},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.20077839493751526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9004654884338379},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.863715410232544},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7873317003250122},{"id":"https://openalex.org/C87687168","wikidata":"https://www.wikidata.org/wiki/Q173114","display_name":"Digital audio","level":4,"score":0.6429828405380249},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6343767642974854},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.6122211217880249},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.49504223465919495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4454004466533661},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4398227632045746},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.432226300239563},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3224214017391205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3178752660751343},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.20077839493751526},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-019-08356-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-08356-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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 Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G2182519394","display_name":null,"funder_award_id":"MOST 108-2218-E-025-002-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6696688520","display_name":null,"funder_award_id":"MOST 108-2218-E-001-001","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W41198089","https://openalex.org/W177707068","https://openalex.org/W395933519","https://openalex.org/W772892080","https://openalex.org/W1486317198","https://openalex.org/W1690919088","https://openalex.org/W1967787801","https://openalex.org/W1975767384","https://openalex.org/W2024320089","https://openalex.org/W2038781998","https://openalex.org/W2048657872","https://openalex.org/W2072953282","https://openalex.org/W2082815071","https://openalex.org/W2139583468","https://openalex.org/W2153579005","https://openalex.org/W2189936406","https://openalex.org/W2250473257","https://openalex.org/W2341090665","https://openalex.org/W2400422027","https://openalex.org/W2470629814","https://openalex.org/W2519091744","https://openalex.org/W2535254223","https://openalex.org/W2592371282","https://openalex.org/W2735574122","https://openalex.org/W2741835523","https://openalex.org/W2787933113","https://openalex.org/W2788295351","https://openalex.org/W2807060340","https://openalex.org/W2885193076","https://openalex.org/W2891317861","https://openalex.org/W2951535099","https://openalex.org/W2951665417","https://openalex.org/W3011120880","https://openalex.org/W3102778384"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W4376854386","https://openalex.org/W2508671622","https://openalex.org/W1497071005"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}