{"id":"https://openalex.org/W2336637951","doi":"https://doi.org/10.1145/2911451.2911491","title":"On Effective Personalized Music Retrieval by Exploring Online User Behaviors","display_name":"On Effective Personalized Music Retrieval by Exploring Online User Behaviors","publication_year":2016,"publication_date":"2016-07-07","ids":{"openalex":"https://openalex.org/W2336637951","doi":"https://doi.org/10.1145/2911451.2911491","mag":"2336637951"},"language":"en","primary_location":{"id":"doi:10.1145/2911451.2911491","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911451.2911491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval","raw_type":"proceedings-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/A5068843001","display_name":"Zhiyong Cheng","orcid":"https://orcid.org/0000-0003-1109-5028"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhiyong Cheng","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026951130","display_name":"Jialie Shen","orcid":"https://orcid.org/0000-0002-4560-8509"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shen Jialie","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074834854","display_name":"Steven C. H. Hoi","orcid":"https://orcid.org/0000-0002-4584-3453"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Steven C.H. Hoi","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068843001"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":5.8582,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.96761347,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"125","last_page":"134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9812999963760376,"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":0.792001485824585},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6114662885665894},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.5888722538948059},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.49816346168518066},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.49762991070747375},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4601602554321289},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4445532262325287},{"id":"https://openalex.org/keywords/pop-music-automation","display_name":"Pop music automation","score":0.42878690361976624},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.428040087223053},{"id":"https://openalex.org/keywords/vector-space-model","display_name":"Vector space model","score":0.4224143624305725},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3568606972694397},{"id":"https://openalex.org/keywords/music-education","display_name":"Music education","score":0.10787951946258545},{"id":"https://openalex.org/keywords/musical-composition","display_name":"Musical composition","score":0.10051983594894409},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07124960422515869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.792001485824585},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6114662885665894},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.5888722538948059},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.49816346168518066},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.49762991070747375},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4601602554321289},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4445532262325287},{"id":"https://openalex.org/C73520026","wikidata":"https://www.wikidata.org/wiki/Q7229091","display_name":"Pop music automation","level":4,"score":0.42878690361976624},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.428040087223053},{"id":"https://openalex.org/C89686163","wikidata":"https://www.wikidata.org/wiki/Q1187982","display_name":"Vector space model","level":2,"score":0.4224143624305725},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3568606972694397},{"id":"https://openalex.org/C13553968","wikidata":"https://www.wikidata.org/wiki/Q27908","display_name":"Music education","level":2,"score":0.10787951946258545},{"id":"https://openalex.org/C109568592","wikidata":"https://www.wikidata.org/wiki/Q207628","display_name":"Musical composition","level":3,"score":0.10051983594894409},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07124960422515869},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2911451.2911491","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911451.2911491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-5139","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5139&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/2911451.2911491","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-4418","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/3417","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/2911451.2911491","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W15066456","https://openalex.org/W1508679722","https://openalex.org/W1534464247","https://openalex.org/W1649293523","https://openalex.org/W1880262756","https://openalex.org/W1916509133","https://openalex.org/W1919633771","https://openalex.org/W1975937872","https://openalex.org/W1992643004","https://openalex.org/W1995797952","https://openalex.org/W2001082470","https://openalex.org/W2005564522","https://openalex.org/W2006031689","https://openalex.org/W2016136491","https://openalex.org/W2020842694","https://openalex.org/W2069870183","https://openalex.org/W2076694837","https://openalex.org/W2094429819","https://openalex.org/W2104192125","https://openalex.org/W2113479237","https://openalex.org/W2115551677","https://openalex.org/W2115752676","https://openalex.org/W2118286847","https://openalex.org/W2126863010","https://openalex.org/W2132827946","https://openalex.org/W2133999183","https://openalex.org/W2158149960","https://openalex.org/W2165612380","https://openalex.org/W2165720624","https://openalex.org/W2231488453","https://openalex.org/W2334831412","https://openalex.org/W2404481847","https://openalex.org/W4285719527","https://openalex.org/W6630475436","https://openalex.org/W6733046584"],"related_works":["https://openalex.org/W2794946013","https://openalex.org/W1973397896","https://openalex.org/W1532626517","https://openalex.org/W1528910554","https://openalex.org/W2407232422","https://openalex.org/W3205091761","https://openalex.org/W2887032999","https://openalex.org/W2912973966","https://openalex.org/W2061955194","https://openalex.org/W2106750173"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,63],"study":[4],"the":[5,23,33,53,61,74,89,93],"problem":[6],"of":[7,25,111],"personalized":[8,68,112],"text":[9],"based":[10],"music":[11,16,48,69,95],"retrieval":[12,70,96],"which":[13],"takes":[14],"users'":[15],"preferences":[17],"on":[18,60],"songs":[19],"into":[20],"account":[21],"via":[22],"analysis":[24],"online":[26],"listening":[27],"behaviours":[28],"and":[29,51],"social":[30],"tags.":[31],"Towards":[32],"goal,":[34],"a":[35],"novel":[36],"Dual-Layer":[37],"Music":[38],"Preference":[39],"Topic":[40],"Model":[41],"(DL-MPTM)":[42],"is":[43],"proposed":[44,90,103],"to":[45,87],"construct":[46],"latent":[47],"interest":[49],"space":[50],"characterize":[52],"correlations":[54],"among":[55],"(user,":[56],"song,":[57],"term).":[58],"Based":[59],"DL-MPTM,":[62],"further":[64],"develop":[65],"an":[66],"effective":[67],"system.":[71],"To":[72],"evaluate":[73],"system's":[75],"performance,":[76],"extensive":[77],"experimental":[78],"studies":[79],"have":[80],"been":[81],"conducted":[82],"over":[83],"two":[84],"test":[85],"collections":[86],"compare":[88],"method":[91,104],"with":[92],"state-of-the-art":[94],"methods.":[97],"The":[98],"results":[99],"demonstrate":[100],"that":[101],"our":[102],"significantly":[105],"outperforms":[106],"those":[107],"approaches":[108],"in":[109],"terms":[110],"search":[113],"accuracy.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
