{"id":"https://openalex.org/W1978317329","doi":"https://doi.org/10.1145/2037676.2037679","title":"Using rich social media information for music recommendation via hypergraph model","display_name":"Using rich social media information for music recommendation via hypergraph model","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W1978317329","doi":"https://doi.org/10.1145/2037676.2037679","mag":"1978317329"},"language":"en","primary_location":{"id":"doi:10.1145/2037676.2037679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2037676.2037679","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, 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/A5011202621","display_name":"Shulong Tan","orcid":"https://orcid.org/0000-0003-0892-8260"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shulong Tan","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052757755","display_name":"Jiajun Bu","orcid":"https://orcid.org/0000-0002-1097-2044"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Bu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Chen","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090986267","display_name":"Bin Xu","orcid":"https://orcid.org/0000-0001-8336-3306"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Xu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Can Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Wang","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089722002","display_name":"Xiaofei He","orcid":"https://orcid.org/0000-0002-3069-0976"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei He","raw_affiliation_strings":["Zhejiang University, Hangzhou, China","Zhejiang University Hangzhou CHINA"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University Hangzhou CHINA","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011202621"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":4.5867,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.94620393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7S","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.4975999891757965,"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":0.4975999891757965,"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":0.22349999845027924,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.04450000077486038,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.7827192544937134},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6937232613563538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6779085397720337},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.6023745536804199},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5074660181999207},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5029887557029724},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4927394688129425},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47634628415107727},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4292389452457428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35805729031562805},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3283155560493469},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2289523482322693},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20630377531051636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19601759314537048},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.12332436442375183}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.7827192544937134},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6937232613563538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779085397720337},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.6023745536804199},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5074660181999207},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5029887557029724},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4927394688129425},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47634628415107727},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4292389452457428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35805729031562805},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3283155560493469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2289523482322693},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20630377531051636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19601759314537048},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.12332436442375183},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2037676.2037679","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2037676.2037679","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.6693","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.6693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cs.uchicago.edu/%7Exiaofei/TOMCCAP2011-Tan.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4412119963","display_name":null,"funder_award_id":"60875044, 90920303","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1968325683","https://openalex.org/W1972484488","https://openalex.org/W1973248361","https://openalex.org/W1976320242","https://openalex.org/W1979750072","https://openalex.org/W1980820407","https://openalex.org/W1997943123","https://openalex.org/W2005676288","https://openalex.org/W2020791669","https://openalex.org/W2030319410","https://openalex.org/W2041688781","https://openalex.org/W2042281163","https://openalex.org/W2043179028","https://openalex.org/W2047484428","https://openalex.org/W2051093690","https://openalex.org/W2065663334","https://openalex.org/W2093219534","https://openalex.org/W2094651715","https://openalex.org/W2096738524","https://openalex.org/W2109173030","https://openalex.org/W2110851725","https://openalex.org/W2112008792","https://openalex.org/W2116041407","https://openalex.org/W2130852547","https://openalex.org/W2134716712","https://openalex.org/W2143332281","https://openalex.org/W2143668817","https://openalex.org/W2150449434","https://openalex.org/W2155106456","https://openalex.org/W2161489626","https://openalex.org/W2164232018","https://openalex.org/W2165320163","https://openalex.org/W2166384004","https://openalex.org/W2171960770","https://openalex.org/W4232980324","https://openalex.org/W6607191522","https://openalex.org/W6607999579"],"related_works":["https://openalex.org/W2024994743","https://openalex.org/W2921204590","https://openalex.org/W3099517909","https://openalex.org/W118408326","https://openalex.org/W2911251106","https://openalex.org/W2903019169","https://openalex.org/W2971267355","https://openalex.org/W2945365184","https://openalex.org/W2991563662","https://openalex.org/W4312419865"],"abstract_inverted_index":{"There":[0,48],"are":[1,36,49,83],"various":[2,128],"kinds":[3,110],"of":[4,11,53,111,120,146,159],"social":[5,20,44,59,112],"media":[6,45,113],"information,":[7],"including":[8],"different":[9,51],"types":[10,52],"objects":[12,54,74,129],"and":[13,25,55,75,90,115,130,132],"relations":[14,56,82],"among":[15],"these":[16,79],"objects,":[17,153],"in":[18,57],"music":[19,32,58,103,116,134],"communities":[21],"such":[22],"as":[23,136],"Last.fm":[24],"Pandora.":[26],"This":[27],"information":[28,114],"is":[29],"valuable":[30],"for":[31],"recommendation.":[33],"However,":[34],"there":[35],"two":[37,152],"main":[38],"challenges":[39],"to":[40,65,125,169],"exploit":[41],"this":[42,141,162],"rich":[43],"information:":[46],"(a)":[47],"many":[50],"communities,":[60,80],"which":[61],"makes":[62],"it":[63],"difficult":[64],"develop":[66],"a":[67,97,101,137,154,157],"unified":[68],"framework":[69],"taking":[70],"into":[71],"account":[72],"all":[73],"relations.":[76,172],"(b)":[77],"In":[78,161],"some":[81],"much":[84],"more":[85],"sophisticated":[86],"than":[87],"pairwise":[88],"relation,":[89],"thus":[91],"cannot":[92],"be":[93,166],"simply":[94],"modeled":[95],"by":[96,106],"graph.":[98],"We":[99],"propose":[100],"novel":[102],"recommendation":[104,135],"algorithm":[105],"using":[107],"both":[108],"multiple":[109],"acoustic-based":[117],"content.":[118],"Instead":[119],"graph,":[121],"we":[122],"use":[123],"hypergraph":[124,164],"model":[126,170],"the":[127],"relations,":[131],"consider":[133],"ranking":[138],"problem":[139],"on":[140],"hypergraph.":[142],"While":[143],"an":[144,147],"edge":[145],"ordinary":[148],"graph":[149],"connects":[150],"only":[151],"hyperedge":[155],"represents":[156],"set":[158],"objects.":[160],"way,":[163],"can":[165],"naturally":[167],"used":[168],"high-order":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}