{"id":"https://openalex.org/W2097046197","doi":"https://doi.org/10.1145/1873951.1874110","title":"Improving face clustering using social context","display_name":"Improving face clustering using social context","publication_year":2010,"publication_date":"2010-10-25","ids":{"openalex":"https://openalex.org/W2097046197","doi":"https://doi.org/10.1145/1873951.1874110","mag":"2097046197"},"language":"en","primary_location":{"id":"doi:10.1145/1873951.1874110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1874110","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":"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/A5101687314","display_name":"Peng Wu","orcid":"https://orcid.org/0000-0003-0629-1171"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peng Wu","raw_affiliation_strings":["Hewlett-Packard Company, Palo Alto, CA, USA","[Hewlett-Packard Company, Palo Alto, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Company, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"[Hewlett-Packard Company, Palo Alto, CA, USA]","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104073298","display_name":"Feng Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Tang","raw_affiliation_strings":["Hewlett-Packard Company, Palo Alto, CA, USA","[Hewlett-Packard Company, Palo Alto, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett-Packard Company, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"[Hewlett-Packard Company, Palo Alto, CA, USA]","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1324840837"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"907","last_page":"910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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/T10057","display_name":"Face and Expression Recognition","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/T10860","display_name":"Speech and Audio Processing","score":0.9580000042915344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7022495269775391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716802716255188},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6383886933326721},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5530828833580017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3962620794773102},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09048402309417725},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08012372255325317}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7022495269775391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716802716255188},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6383886933326721},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5530828833580017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3962620794773102},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09048402309417725},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08012372255325317},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1873951.1874110","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1874110","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1980422228","https://openalex.org/W1986414721","https://openalex.org/W1987234527","https://openalex.org/W1989702938","https://openalex.org/W2022678609","https://openalex.org/W2028995962","https://openalex.org/W2113227937","https://openalex.org/W2114740362","https://openalex.org/W2133452321","https://openalex.org/W2164598857","https://openalex.org/W6676952288"],"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/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"In":[0],"this":[1,54,100],"paper":[2],"we":[3],"describe":[4],"an":[5],"algorithm":[6],"to":[7,44,53,59,74,80,93,106,121,142,147],"improve":[8,157],"the":[9,15,31,34,45,48,56,62,67,71,75,82,88,116,130,136,144,153,158],"performance":[10],"of":[11,18,33,47,70,111,132,160],"face":[12,24,41,49,68,103,113,137,161],"clustering":[13,25,162],"using":[14],"social":[16,83,96],"relationship":[17],"people.":[19],"One":[20],"common":[21],"challenge":[22],"in":[23,90],"techniques":[26],"is":[27],"that":[28,152],"very":[29],"often":[30,133],"faces":[32,166],"same":[35,72,76],"person":[36,73],"are":[37,167],"clustered":[38],"into":[39,169],"different":[40],"clusters,":[42],"due":[43],"imperfection":[46],"features.":[50],"The":[51],"remedy":[52],"problem,":[55],"user":[57,127],"needs":[58],"scan":[60],"all":[61],"clusters":[63,69,114,138],"and":[64,98,140],"manually":[65],"merge":[66],"cluster.":[77],"We":[78],"propose":[79],"use":[81],"context":[84],"information":[85],"inherent":[86],"among":[87],"people":[89],"a":[91,95,108,119,126,176],"collection":[92],"build":[94],"network":[97],"combine":[99],"knowledge":[101],"with":[102],"similarity":[104],"measure":[105],"generate":[107],"small":[109],"number":[110],"ranked":[112],"as":[115],"candidate":[117],"for":[118],"cluster":[120,146,172],"be":[122],"merged":[123,168],"to.":[124],"Thus,":[125],"can":[128,156],"gain":[129],"benefit":[131],"avoiding":[134],"browsing":[135],"back":[139],"forth":[141],"find":[143],"right":[145],"merge.":[148],"Experimental":[149],"results":[150],"show":[151],"proposed":[154],"approach":[155],"recall":[159],"because":[163],"more":[164],"correct":[165],"their":[170],"significant":[171],"while":[173],"still":[174],"maintaining":[175],"high":[177],"precision.":[178]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"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"}