{"id":"https://openalex.org/W2414927838","doi":"https://doi.org/10.1145/2911996.2912018","title":"Personalized Privacy-aware Image Classification","display_name":"Personalized Privacy-aware Image Classification","publication_year":2016,"publication_date":"2016-06-06","ids":{"openalex":"https://openalex.org/W2414927838","doi":"https://doi.org/10.1145/2911996.2912018","mag":"2414927838"},"language":"en","primary_location":{"id":"doi:10.1145/2911996.2912018","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911996.2912018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval","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/A5009239738","display_name":"Eleftherios Spyromitros-Xioufis","orcid":"https://orcid.org/0000-0001-9178-8603"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleftherios Spyromitros-Xioufis","raw_affiliation_strings":["CERTH-ITI, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERTH-ITI, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013616365","display_name":"Symeon Papadopoulos","orcid":"https://orcid.org/0000-0002-5441-7341"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Symeon Papadopoulos","raw_affiliation_strings":["CERTH-ITI, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERTH-ITI, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103350701","display_name":"Adrian Popescu","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrian Popescu","raw_affiliation_strings":["CEA, LIST, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, LIST, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084122016","display_name":"Ioannis Kompatsiaris","orcid":"https://orcid.org/0000-0001-6447-9020"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]},{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yiannis Kompatsiaris","raw_affiliation_strings":["CERTH-ITI, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERTH-ITI, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8275097012519836},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6407936811447144},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.524018406867981},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5007233619689941},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4794275164604187},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.46857476234436035},{"id":"https://openalex.org/keywords/image-sharing","display_name":"Image sharing","score":0.4227217733860016},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33846181631088257},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3286832571029663},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23132193088531494},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2118682563304901},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20926523208618164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8275097012519836},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6407936811447144},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.524018406867981},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5007233619689941},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4794275164604187},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.46857476234436035},{"id":"https://openalex.org/C2780639701","wikidata":"https://www.wikidata.org/wiki/Q354869","display_name":"Image sharing","level":3,"score":0.4227217733860016},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33846181631088257},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3286832571029663},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23132193088531494},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2118682563304901},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20926523208618164},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2911996.2912018","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911996.2912018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-01813721v1","is_oa":false,"landing_page_url":"https://cea.hal.science/cea-01813721","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, Jun 2016, New York, United States. pp.71-78, ⟨10.1145/2911996.2912018⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G7155585894","display_name":null,"funder_award_id":"611596","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W167016754","https://openalex.org/W596516212","https://openalex.org/W621301274","https://openalex.org/W1231049878","https://openalex.org/W1480376833","https://openalex.org/W1686810756","https://openalex.org/W1880262756","https://openalex.org/W1991246983","https://openalex.org/W1991741230","https://openalex.org/W2041861657","https://openalex.org/W2047915874","https://openalex.org/W2060152944","https://openalex.org/W2065928620","https://openalex.org/W2068888753","https://openalex.org/W2106837051","https://openalex.org/W2112076978","https://openalex.org/W2116750363","https://openalex.org/W2117539524","https://openalex.org/W2118585731","https://openalex.org/W2118994807","https://openalex.org/W2146611938","https://openalex.org/W2576170960","https://openalex.org/W2787894218","https://openalex.org/W2913340405","https://openalex.org/W3001645704","https://openalex.org/W4206212643","https://openalex.org/W6606837198","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1991536873","https://openalex.org/W2094811226","https://openalex.org/W2012842278","https://openalex.org/W3121638471","https://openalex.org/W2348817923","https://openalex.org/W2323581027","https://openalex.org/W2043667126","https://openalex.org/W2952854166","https://openalex.org/W2415152558"],"abstract_inverted_index":{"Information":[0],"sharing":[1,15],"in":[2,29,61,106],"online":[3],"social":[4,22,65],"networks":[5,66],"is":[6,51],"a":[7,48,77,87,174],"daily":[8],"practice":[9],"for":[10,152,178],"billions":[11],"of":[12,20,41,75,93,119,134,187,222,227],"users.":[13,232],"The":[14,144],"process":[16],"facilitates":[17],"the":[18,39,42,59,116,153,208],"maintenance":[19],"users'":[21],"ties":[23],"but":[24],"also":[25],"entails":[26],"privacy":[27,99,127,199,229],"disclosure":[28,45],"relation":[30],"to":[31,54,64,71,149,166,183,191,197,218,231],"other":[32,214],"users":[33,60],"and":[34,67,190,216,226],"third":[35,68],"parties.":[36],"Depending":[37],"on":[38],"intentions":[40],"latter,":[43],"this":[44],"can":[46],"become":[47],"risk.":[49],"It":[50],"thus":[52],"important":[53],"propose":[55,219],"tools":[56],"that":[57,89,97,207],"empower":[58],"their":[62,188],"relations":[63],"parties":[69],"connected":[70],"them.":[72],"As":[73],"part":[74],"USEMP,":[76],"coordinated":[78],"research":[79],"effort":[80],"aimed":[81],"at":[82],"user":[83,135,224],"empowerment,":[84],"we":[85,124,181],"introduce":[86],"system":[88],"performs":[90],"privacy-aware":[91],"classification":[92,128],"images.":[94],"We":[95,205],"show":[96],"generic":[98,142,155],"models":[100,129,147,180],"perform":[101],"badly":[102],"with":[103,168,195],"real-life":[104],"datasets":[105],"which":[107],"images":[108],"are":[109,164],"contributed":[110],"by":[111,122,172],"individuals":[112],"because":[113],"they":[114],"ignore":[115],"subjective":[117],"nature":[118],"privacy.":[120],"Motivated":[121],"this,":[123],"develop":[125],"personalized":[126],"that,":[130],"utilizing":[131],"small":[132],"amounts":[133],"feedback,":[136],"provide":[137,184],"significantly":[138],"better":[139],"performance":[140,150],"than":[141],"models.":[143],"proposed":[145],"semi-personalized":[146],"lead":[148],"improvements":[151],"best":[154],"model":[156],"ranging":[157],"from":[158,202],"4%,":[159],"when":[160],"5":[161],"user-specific":[162],"examples":[163],"provided,":[165],"18%":[167],"35":[169],"examples.":[170],"Furthermore,":[171],"using":[173],"semantic":[175],"representation":[176],"space":[177],"these":[179],"manage":[182],"intuitive":[185],"explanations":[186],"decisions":[189],"gain":[192],"novel":[193],"insights":[194],"respect":[196],"individuals'":[198],"concerns":[200],"stemming":[201],"image":[203],"sharing.":[204],"hope":[206],"results":[209],"reported":[210],"here":[211],"will":[212],"motivate":[213],"researchers":[215],"practitioners":[217],"new":[220],"methods":[221],"exploiting":[223],"feedback":[225],"explaining":[228],"classifications":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}