{"id":"https://openalex.org/W2164034314","doi":"https://doi.org/10.1145/2072298.2072046","title":"Leveraging collective wisdom for web video retrieval through heterogeneous community discovery","display_name":"Leveraging collective wisdom for web video retrieval through heterogeneous community discovery","publication_year":2011,"publication_date":"2011-11-28","ids":{"openalex":"https://openalex.org/W2164034314","doi":"https://doi.org/10.1145/2072298.2072046","mag":"2164034314"},"language":"en","primary_location":{"id":"doi:10.1145/2072298.2072046","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2072298.2072046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Multimedia","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":null,"display_name":"Lin Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Pang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences & Graduate University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences & Graduate University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056924576","display_name":"Juan Cao","orcid":"https://orcid.org/0000-0002-7857-1546"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Cao","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046305086","display_name":"Yongdong Zhang","orcid":"https://orcid.org/0000-0002-1151-1792"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100809350","display_name":"Shouxun Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouxun Lin","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1485","last_page":"1488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984999895095825,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.998199999332428,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9980000257492065,"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":0.7577075362205505},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6026374101638794},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5086963772773743},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.5074605345726013},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4276268482208252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577075362205505},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6026374101638794},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5086963772773743},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.5074605345726013},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4276268482208252}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2072298.2072046","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2072298.2072046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1893639437","https://openalex.org/W1999575133","https://openalex.org/W2110226872","https://openalex.org/W2111528528","https://openalex.org/W2130852547","https://openalex.org/W2133845638","https://openalex.org/W2141691531","https://openalex.org/W2159175164","https://openalex.org/W2161258050","https://openalex.org/W3123255541"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2333966947","https://openalex.org/W2399947890","https://openalex.org/W2310544549"],"abstract_inverted_index":{"With":[0],"the":[1,57,88,93,108,114,132,141],"exponential":[2],"growth":[3],"of":[4,30,35,116,131,146],"social":[5,68,120],"media,":[6],"web":[7,49,155],"video":[8,50,137,156],"retrieval":[9],"based":[10],"on":[11,27,135],"contextual":[12],"information":[13],"associated":[14],"with":[15],"videos":[16,72,91],"has":[17],"attracted":[18],"wide":[19],"attention":[20],"recently.":[21],"However,":[22],"state-of-the-art":[23],"methods":[24],"mainly":[25],"focus":[26],"limited":[28],"kinds":[29],"context":[31,78],"cues":[32],"and":[33,73,80,96,119,122,152],"lack":[34],"unified":[36],"exploration":[37],"towards":[38],"multiple":[39,109],"heterogeneous":[40,77],"contexts.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"a":[47,61,76,98,102],"novel":[48],"ranking":[51],"framework":[52],"called":[53],"CommunityRank":[54,111],"by":[55],"leveraging":[56],"collective":[58,150],"wisdom":[59],"from":[60],"community":[62,85,94],"perspective.":[63],"Firstly,":[64],"it":[65],"formulizes":[66],"various":[67],"relations":[69],"among":[70],"users,":[71],"tags":[74],"in":[75,149],"network":[79],"further":[81],"detects":[82],"its":[83],"latent":[84],"structure.":[86],"Then":[87],"algorithm":[89],"maps":[90],"into":[92],"space":[95],"performs":[97],"community-oriented":[99],"re-ranking":[100],"through":[101],"bipartite":[103],"graph":[104],"model.":[105],"By":[106],"aggregating":[107],"relations,":[110],"can":[112,153],"make":[113],"most":[115],"textual,":[117],"visual":[118],"contexts":[121],"leads":[123],"to":[124],"better":[125],"search":[126],"results.":[127],"The":[128],"encouraging":[129],"performances":[130],"proposed":[133],"method":[134],"YouTube":[136],"collection":[138],"demonstrate":[139],"that":[140],"discovered":[142],"communities":[143],"reveal":[144],"topics":[145],"interest":[147],"emerging":[148],"behaviors":[151],"facilitate":[154],"retrieval.":[157]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}