{"id":"https://openalex.org/W1969530793","doi":"https://doi.org/10.1145/1873951.1874006","title":"Large-scale music tag recommendation with explicit multiple attributes","display_name":"Large-scale music tag recommendation with explicit multiple attributes","publication_year":2010,"publication_date":"2010-10-25","ids":{"openalex":"https://openalex.org/W1969530793","doi":"https://doi.org/10.1145/1873951.1874006","mag":"1969530793"},"language":"en","primary_location":{"id":"doi:10.1145/1873951.1874006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1874006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international conference on Multimedia","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/A5112108603","display_name":"Zhendong Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhendong Zhao","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089740670","display_name":"Wang Xin-xi","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xinxi Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062412098","display_name":"Qiao-Liang Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qiaoliang Xiang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040998234","display_name":"Andy M. Sarroff","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Andy M. Sarroff","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115666591","display_name":"Zhonghua Li","orcid":"https://orcid.org/0000-0002-6378-045X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhonghua Li","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100423435","display_name":"Ye Wang","orcid":"https://orcid.org/0000-0002-0123-1260"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ye Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5112108603"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":3.0342,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.91401893,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"410"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9973999857902527,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9950000047683716,"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":0.8204982280731201},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6979078054428101},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6878040432929993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.644740104675293},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.604605495929718},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5241008996963501},{"id":"https://openalex.org/keywords/crawling","display_name":"Crawling","score":0.49124330282211304},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48100027441978455},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35145169496536255},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3393806219100952},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2832734286785126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8204982280731201},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6979078054428101},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6878040432929993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.644740104675293},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.604605495929718},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5241008996963501},{"id":"https://openalex.org/C100368936","wikidata":"https://www.wikidata.org/wiki/Q1411725","display_name":"Crawling","level":2,"score":0.49124330282211304},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48100027441978455},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35145169496536255},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3393806219100952},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2832734286785126},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1873951.1874006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1874006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/40617","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/40617","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321026","display_name":"Ministry of Earth Sciences","ror":"https://ror.org/013cf5k59"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1990843604","https://openalex.org/W1992778361","https://openalex.org/W2016710678","https://openalex.org/W2033485987","https://openalex.org/W2038276547","https://openalex.org/W2038721957","https://openalex.org/W2038854792","https://openalex.org/W2056507581","https://openalex.org/W2062028408","https://openalex.org/W2062170755","https://openalex.org/W2063926485","https://openalex.org/W2097561692","https://openalex.org/W2103630129","https://openalex.org/W2107640175","https://openalex.org/W2108672713","https://openalex.org/W2109722477","https://openalex.org/W2113229563","https://openalex.org/W2116373735","https://openalex.org/W2125993116","https://openalex.org/W2133598579","https://openalex.org/W2133999183","https://openalex.org/W2134930802","https://openalex.org/W2142623206","https://openalex.org/W2146231755","https://openalex.org/W2150032155","https://openalex.org/W2165897980","https://openalex.org/W2173213060","https://openalex.org/W2913081710","https://openalex.org/W4235505822"],"related_works":["https://openalex.org/W4393220254","https://openalex.org/W4321258516","https://openalex.org/W2051833850","https://openalex.org/W4287845917","https://openalex.org/W3156164993","https://openalex.org/W2385015894","https://openalex.org/W2171573941","https://openalex.org/W4317382653","https://openalex.org/W3119324922","https://openalex.org/W4390135167"],"abstract_inverted_index":{"Social":[0],"tagging":[1],"can":[2],"provide":[3],"rich":[4],"semantic":[5,112,134],"information":[6],"for":[7,39,50,70,83,102,179,186,260],"large-scale":[8,187,198,213,237],"retrieval":[9],"in":[10,159],"music":[11,42,60,115,199,214],"discovery.":[12],"Such":[13],"collaborative":[14],"intelligence,":[15],"however,":[16],"also":[17],"generates":[18],"a":[19,100,130,149,154,221,236],"high":[20],"degree":[21],"of":[22,28,48,59,80,90,156,166,192,194],"tags":[23,158,264],"unhelpful":[24],"to":[25,129,174,211],"discovery,":[26],"some":[27],"which":[29],"obfuscate":[30],"critical":[31],"information.":[32],"Towards":[33],"addressing":[34],"these":[35,91],"shortcomings,":[36],"tag":[37,68,96,103,111,137,180,218,225,230],"recommendation":[38,104,231],"more":[40],"robust":[41],"discovery":[43],"is":[44,123,170,184,257],"an":[45],"emerging":[46],"topic":[47],"significance":[49],"researchers.":[51],"However,":[52],"current":[53,95],"methods":[54],"do":[55],"not":[56],"consider":[57,175],"diversity":[58],"attributes,":[61],"often":[62],"using":[63,105],"simple":[64],"heuristics":[65],"such":[66],"as":[67],"frequency":[69],"filtering":[71],"out":[72],"irrelevant":[73],"tags.":[74],"Music":[75],"attributes":[76],"encompass":[77],"any":[78],"number":[79],"perceived":[81],"dimensions,":[82],"instance":[84],"vocalness,":[85],"genre,":[86],"and":[87,114,136,216,223,235,248,265],"instrumentation.":[88],"Many":[89],"are":[92],"underrepresented":[93],"by":[94,245],"recommenders.":[97],"We":[98,227],"propose":[99],"scheme":[101],"Explicit":[106,176],"Multiple":[107,177],"Attributes":[108,178],"based":[109,206],"on":[110,189,207,233],"similarity":[113],"content.":[116],"In":[117],"our":[118,167,229,254],"approach,":[119],"the":[120,127,144,151,164,171,190,208],"attribute":[121,141,161],"space":[122],"explicitly":[124],"constrained":[125],"at":[126,267],"outset":[128],"set":[131,239],"that":[132,253],"minimizes":[133],"loss":[135],"noise,":[138],"while":[139],"ensuring":[140],"diversity.":[142],"Once":[143],"user":[145],"uploads":[146],"or":[147],"browses":[148],"song,":[150],"system":[152,183,232],"recommends":[153],"list":[155],"relevant":[157,263],"each":[160],"independently.":[162],"To":[163],"best":[165],"knowledge,":[168],"this":[169],"first":[172],"method":[173,256],"recommendation.":[181],"Our":[182,250],"designed":[185],"deployment,":[188],"order":[191],"millions":[193],"objects.":[195],"For":[196],"processing":[197],"data":[200,238],"sets,":[201],"we":[202],"design":[203],"parallel":[204],"algorithms":[205],"MapReduce":[209],"framework":[210],"perform":[212],"content":[215],"social":[217],"analysis,":[219],"train":[220],"model,":[222],"compute":[224],"similarity.":[226],"evaluate":[228],"CAL-500":[234],"($N":[240],"=":[241],"77,448$":[242],"songs)":[243],"generated":[244],"crawling":[246],"Youtube":[247],"Last.fm.":[249],"results":[251],"indicate":[252],"proposed":[255],"both":[258],"effective":[259],"recommending":[261],"attribute-diverse":[262],"efficient":[266],"scalable":[268],"processing.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
