{"id":"https://openalex.org/W2048866893","doi":"https://doi.org/10.1145/1963192.1963206","title":"Learning facial attributes by crowdsourcing in social media","display_name":"Learning facial attributes by crowdsourcing in social media","publication_year":2011,"publication_date":"2011-03-28","ids":{"openalex":"https://openalex.org/W2048866893","doi":"https://doi.org/10.1145/1963192.1963206","mag":"2048866893"},"language":"en","primary_location":{"id":"doi:10.1145/1963192.1963206","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1963192.1963206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th international conference companion on World wide web","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/A5041192765","display_name":"Yanying Chen","orcid":"https://orcid.org/0000-0001-5034-5312"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yan-Ying Chen","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc","National Taiwan University, Taipei, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043898632","display_name":"Winston H. Hsu","orcid":"https://orcid.org/0000-0002-3330-0638"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Winston H. Hsu","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan Roc","National Taiwan University, Taipei, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108538229","display_name":"Hong-Yuan Mark Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hong-Yuan Mark Liao","raw_affiliation_strings":["Institute of Information Science, Academia Sinica, Taipei, Taiwan Roc","Institute of Information Science, Academia Sinica, Taipei, Taiwan ROC"],"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I4210098366"]},{"raw_affiliation_string":"Institute of Information Science, Academia Sinica, Taipei, Taiwan ROC","institution_ids":["https://openalex.org/I4210098366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041192765"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":1.8311,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8771597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9983000159263611,"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":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.8049842715263367},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7606662511825562},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5899505615234375},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5494422912597656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5206443667411804},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5099469423294067},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.47859928011894226},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4582395553588867},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4449889361858368},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34035199880599976},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25622302293777466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049842715263367},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7606662511825562},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5899505615234375},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5494422912597656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5206443667411804},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5099469423294067},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.47859928011894226},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4582395553588867},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4449889361858368},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34035199880599976},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25622302293777466},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1963192.1963206","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1963192.1963206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th international conference companion on World wide web","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1008.6182","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1008.6182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cmlab.csie.ntu.edu.tw/%7Eyanying/paper/pp2100-chen.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.301.6256","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.6256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.www2011india.com/proceeding/companion/p25.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1599238028","https://openalex.org/W2101392314","https://openalex.org/W2135357268","https://openalex.org/W2172191903"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Facial":[0],"attributes":[1,33,123],"such":[2],"as":[3],"gender,":[4],"race,":[5],"age,":[6],"hair":[7],"style,":[8],"etc.,":[9],"carry":[10],"rich":[11],"information":[12],"for":[13,42,103,121],"locating":[14],"designated":[15],"persons":[16],"and":[17,36,80,124],"profiling":[18],"the":[19,57,76],"communities":[20],"from":[21,75],"image/video":[22],"collections":[23],"(e.g.,":[24],"surveillance":[25],"videos":[26],"or":[27],"photo":[28],"albums).":[29],"For":[30],"plentiful":[31],"facial":[32,51,122],"in":[34,64],"photos":[35,63,86,120],"videos,":[37],"collecting":[38],"costly":[39],"manual":[40,131],"annotations":[41],"training":[43,73,85,119],"detectors":[44],"is":[45,125],"time-consuming.":[46],"We":[47],"propose":[48],"an":[49],"automatic":[50],"attribute":[52],"detection":[53],"method":[54,97],"by":[55,87,130],"exploiting":[56],"great":[58],"amount":[59],"of":[60,107],"weakly":[61],"labelled":[62],"social":[65],"media.":[66],"Our":[67],"work":[68],"can":[69,116],"(1)":[70],"automatically":[71,117],"extract":[72],"images":[74],"semantic-consistent":[77],"user":[78],"groups":[79],"(2)":[81],"filter":[82],"out":[83],"noisy":[84],"multiple":[88],"mid-level":[89],"features":[90],"(by":[91],"voting).":[92],"Moreover,":[93],"we":[94],"introduce":[95],"a":[96],"to":[98],"harvest":[99],"less-biased":[100],"negative":[101],"data":[102],"preventing":[104],"uneven":[105],"distribution":[106],"certain":[108],"attributes.":[109],"The":[110],"experiments":[111],"show":[112],"that":[113,129],"our":[114],"approach":[115],"acquire":[118],"on":[126],"par":[127],"with":[128],"annotations.":[132]},"counts_by_year":[{"year":2016,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
