{"id":"https://openalex.org/W3008520090","doi":"https://doi.org/10.1109/ssci44817.2019.9003006","title":"User-Specific Music recommendation Applied to Information and Computation Resource Constrained System","display_name":"User-Specific Music recommendation Applied to Information and Computation Resource Constrained System","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3008520090","doi":"https://doi.org/10.1109/ssci44817.2019.9003006","mag":"3008520090"},"language":"en","primary_location":{"id":"doi:10.1109/ssci44817.2019.9003006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102182379","display_name":"Zhechen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhechen Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037546959","display_name":"Yongquan Xie","orcid":"https://orcid.org/0000-0002-7458-5617"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongquan Xie","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI","institution_ids":["https://openalex.org/I4210130704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054035359","display_name":"Yi Lu Murphey","orcid":"https://orcid.org/0000-0002-0501-8002"},"institutions":[{"id":"https://openalex.org/I4210130704","display_name":"University of Michigan\u2013Dearborn","ror":"https://ror.org/035wtm547","country_code":"US","type":"education","lineage":["https://openalex.org/I4210130704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Lu Murphey","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Michigan-Dearborn, Dearborn, MI","institution_ids":["https://openalex.org/I4210130704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210130704"],"apc_list":null,"apc_paid":null,"fwci":0.1912,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43151994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"16","issue":null,"first_page":"1179","last_page":"1184"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9983999729156494,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9884999990463257,"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":0.8201397657394409},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8058676719665527},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5888108611106873},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5489193201065063},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5271815061569214},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4765484929084778},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.46724843978881836},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43736135959625244},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4303537905216217},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.41099268198013306},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3993993401527405},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3966415822505951},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3852931261062622},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11476382613182068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8201397657394409},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8058676719665527},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5888108611106873},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5489193201065063},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5271815061569214},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4765484929084778},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.46724843978881836},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43736135959625244},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4303537905216217},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.41099268198013306},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3993993401527405},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3966415822505951},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3852931261062622},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11476382613182068},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci44817.2019.9003006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1563739387","https://openalex.org/W1985514943","https://openalex.org/W2020901563","https://openalex.org/W2038678505","https://openalex.org/W2100235918","https://openalex.org/W2109076057","https://openalex.org/W2137028279","https://openalex.org/W2140310134","https://openalex.org/W2147930973","https://openalex.org/W2151464835","https://openalex.org/W2158618310","https://openalex.org/W2163406942","https://openalex.org/W2171960770","https://openalex.org/W2397024933","https://openalex.org/W2552472274","https://openalex.org/W2740832655","https://openalex.org/W2742143754","https://openalex.org/W2753686090","https://openalex.org/W2784203924","https://openalex.org/W2895602372","https://openalex.org/W2949419207","https://openalex.org/W2963655167","https://openalex.org/W3122507327","https://openalex.org/W4239181501","https://openalex.org/W4288083766","https://openalex.org/W6641162989","https://openalex.org/W6680830989","https://openalex.org/W6681814845","https://openalex.org/W6712559001","https://openalex.org/W6729122867","https://openalex.org/W6744107841"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"The":[0,49,115,153,189],"applications":[1],"of":[2,54,72,89,143,147,155,165,175],"item":[3],"recommendation":[4,33,75,193],"are":[5,84,91,159,195],"universal":[6],"in":[7,79,201],"our":[8],"daily":[9],"life,":[10],"such":[11,44],"as":[12,45,106],"job":[13],"advertising,":[14],"e-commercial":[15],"promotion,":[16],"movie":[17],"and":[18,38,57,62,86,98,180,186,211,213],"music":[19,32,74,192],"recommendation,":[20],"restaurant":[21],"suggesting.":[22],"However,":[23],"some":[24],"particular":[25],"challenges":[26,50],"emerge":[27],"when":[28,34],"it":[29],"comes":[30],"to":[31,36,100,107,125,131,150,197,220],"applied":[35,217],"information":[37],"computation":[39],"resources":[40],"constrained":[41],"(ICRC)":[42],"platforms":[43,78],"in-vehicle":[46,64],"infotainment":[47],"systems.":[48],"include":[51,170],"huge":[52],"amount":[53],"total":[55],"users":[56],"items,":[58],"invisible":[59],"user":[60,130,149],"profiles,":[61],"limited":[63],"computational":[65,113],"resources,":[66],"etc.":[67],"We":[68],"investigated":[69],"the":[70,94,129,135,141,144,151,156,163,166],"methods":[71],"making":[73],"for":[76],"ICRC":[77],"this":[80],"paper.":[81],"Two":[82],"systems":[83,158,194],"proposed":[85,191],"studied,":[87],"both":[88],"which":[90],"based":[92],"on":[93,140],"collaborative":[95],"filter":[96],"algorithm,":[97],"designed":[99],"be":[101,216],"target":[102],"user-specific":[103],"recommending":[104,202],"so":[105],"refrain":[108],"from":[109,128],"consuming":[110],"too":[111],"much":[112],"resources.":[114],"first":[116],"system":[117,137],"remains":[118],"raw":[119],"user-item":[120],"ratings":[121,127],"with":[122,177],"a":[123,148],"goal":[124],"predict":[126],"other":[132,136],"songs,":[133],"while":[134],"focuses":[138],"more":[139],"prediction":[142],"like":[145],"behavior":[146],"songs.":[152],"configurations":[154],"two":[157,167,190],"investigated.":[160],"To":[161],"evaluate":[162],"performance":[164],"systems,":[168],"we":[169],"Yahoo!":[171],"Music":[172],"User":[173],"Ratings":[174],"Songs":[176],"Artist,":[178],"Album,":[179],"Genre":[181],"Meta":[182],"Information":[183],"data":[184],"set":[185],"conducted":[187],"experiments.":[188],"shown":[196],"have":[198],"differentiable":[199],"quality":[200],"abilities,":[203],"e.g.,":[204],"mean":[205],"absolute":[206],"error,":[207],"recall,":[208],"negative":[209],"recall":[210],"precision,":[212],"therefore":[214],"can":[215],"flexibly":[218],"according":[219],"practical":[221],"demands.":[222]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}