{"id":"https://openalex.org/W3102385198","doi":"https://doi.org/10.1145/3123266.3123331","title":"What your Facebook Profile Picture Reveals about your Personality","display_name":"What your Facebook Profile Picture Reveals about your Personality","publication_year":2017,"publication_date":"2017-10-19","ids":{"openalex":"https://openalex.org/W3102385198","doi":"https://doi.org/10.1145/3123266.3123331","mag":"3102385198"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3123266.3123331","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1708.01292","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085430564","display_name":"Cristina Segalin","orcid":"https://orcid.org/0000-0001-7219-7074"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cristina Segalin","raw_affiliation_strings":["California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019996096","display_name":"Fabio Celli","orcid":"https://orcid.org/0000-0002-7309-5886"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Celli","raw_affiliation_strings":["University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059441112","display_name":"Luca Polonio","orcid":"https://orcid.org/0000-0001-6088-0482"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Polonio","raw_affiliation_strings":["University of Trento, Rovereto, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Rovereto, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040448723","display_name":"Micha\u0142 Kosi\u0144ski","orcid":"https://orcid.org/0000-0003-2936-4775"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michal Kosinski","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004868515","display_name":"David Stillwell","orcid":"https://orcid.org/0000-0003-0174-3212"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Stillwell","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027171279","display_name":"Nicu Sebe","orcid":"https://orcid.org/0000-0002-6597-7248"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicu Sebe","raw_affiliation_strings":["University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033671063","display_name":"Marco Cristani","orcid":"https://orcid.org/0000-0002-0523-6042"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Cristani","raw_affiliation_strings":["University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048877432","display_name":"Bruno Lepri","orcid":"https://orcid.org/0000-0003-1275-2333"},"institutions":[],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bruno Lepri","raw_affiliation_strings":["FBK, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"FBK, Trento, Italy","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.46,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":53,"citation_normalized_percentile":{"value":0.993711,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"460","last_page":"468"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9981,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9981,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9382,"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/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.9152,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mirroring","display_name":"Mirroring","score":0.8930564}],"concepts":[{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.8930564},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7524525},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.7290779},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.7232856},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.7122924},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5420682},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.47261408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41806757},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.36368376},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33613077},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13914156}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3123266.3123331","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1708.01292","pdf_url":"https://arxiv.org/pdf/1708.01292","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.1708.01292","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/1708.01292","pdf_url":"https://arxiv.org/pdf/1708.01292","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.68,"display_name":"Reduced inequalities"}],"grants":[],"datasets":[],"versions":["https://openalex.org/W2743065247","https://openalex.org/W3102385198"],"referenced_works_count":61,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1538131130","https://openalex.org/W1566135517","https://openalex.org/W1625255723","https://openalex.org/W181985881","https://openalex.org/W1986714255","https://openalex.org/W1994745305","https://openalex.org/W2002715976","https://openalex.org/W2003856922","https://openalex.org/W2003950529","https://openalex.org/W2012378416","https://openalex.org/W2028422222","https://openalex.org/W2032321376","https://openalex.org/W2044950274","https://openalex.org/W2045883408","https://openalex.org/W2051659537","https://openalex.org/W2056068852","https://openalex.org/W2056227367","https://openalex.org/W2064855056","https://openalex.org/W2065561129","https://openalex.org/W2078055067","https://openalex.org/W2089809964","https://openalex.org/W2093351294","https://openalex.org/W2100435576","https://openalex.org/W2102580811","https://openalex.org/W2108598243","https://openalex.org/W2115686068","https://openalex.org/W2117241805","https://openalex.org/W2118076585","https://openalex.org/W2119595472","https://openalex.org/W2129421456","https://openalex.org/W2130815877","https://openalex.org/W2135011334","https://openalex.org/W2136219431","https://openalex.org/W2148596671","https://openalex.org/W2150344119","https://openalex.org/W2151103935","https://openalex.org/W2153803020","https://openalex.org/W2154868463","https://openalex.org/W2155893237","https://openalex.org/W2163605009","https://openalex.org/W2164598857","https://openalex.org/W2164971550","https://openalex.org/W2165312226","https://openalex.org/W2169863498","https://openalex.org/W2295851872","https://openalex.org/W2344881265","https://openalex.org/W2403114810","https://openalex.org/W2532755691","https://openalex.org/W2540823975","https://openalex.org/W2544158810","https://openalex.org/W2581232364","https://openalex.org/W2581514179","https://openalex.org/W2618530766","https://openalex.org/W266187681","https://openalex.org/W2771550945","https://openalex.org/W286037707","https://openalex.org/W2950094539","https://openalex.org/W3007663644","https://openalex.org/W4206221638","https://openalex.org/W828675705"],"related_works":["https://openalex.org/W2316562281","https://openalex.org/W2235176939","https://openalex.org/W2082905089","https://openalex.org/W2065748512","https://openalex.org/W2062793455","https://openalex.org/W2046489066","https://openalex.org/W2001334765","https://openalex.org/W1994315292","https://openalex.org/W1976895068","https://openalex.org/W1973969508"],"abstract_inverted_index":{"People":[0],"spend":[1],"considerable":[2],"effort":[3],"managing":[4],"the":[5,65,82,86,142,149],"impressions":[6,18],"they":[7],"give":[8],"others.":[9],"Social":[10],"psychologists":[11],"have":[12,96,116],"shown":[13],"that":[14,80,158],"people":[15],"manage":[16],"these":[17,136],"differently":[19],"depending":[20],"upon":[21],"their":[22,49,106,109],"personality.":[23,50],"Facebook":[24,60],"and":[25,73,91,100,155,171],"other":[26],"social":[27,42],"media":[28,43],"provide":[29,45],"a":[30,117,127],"new":[31],"forum":[32],"for":[33,169],"this":[34,52],"fundamental":[35],"process;":[36],"hence,":[37],"understanding":[38],"people's":[39],"behaviour":[40],"on":[41,48],"could":[44],"interesting":[46],"insights":[47],"In":[51],"paper":[53],"we":[54,74,125,140,156],"investigate":[55],"automatic":[56],"personality":[57,83,133],"recognition":[58],"from":[59,135],"profile":[61],"pictures.":[62],"We":[63],"analyze":[64],"effectiveness":[66],"of":[67,70,85,119,121,144],"four":[68],"families":[69],"visual":[71,137],"features":[72],"discuss":[75],"some":[76],"human":[77,153],"interpretable":[78],"patterns":[79],"explain":[81],"traits":[84,134],"individuals.":[87],"For":[88],"example,":[89],"extroverts":[90],"agreeable":[92],"individuals":[93],"tend":[94],"to":[95,101,111,130,148],"warm":[97],"colored":[98],"pictures":[99,120],"exhibit":[102],"many":[103],"faces":[104],"in":[105],"portraits,":[107],"mirroring":[108],"inclination":[110],"socialize;":[112],"while":[113],"neurotic":[114],"ones":[115],"prevalence":[118],"indoor":[122],"places.":[123],"Then,":[124],"propose":[126],"classification":[128,146],"approach":[129,147],"automatically":[131],"recognize":[132],"features.":[138],"Finally,":[139],"compare":[141],"performance":[143],"our":[145],"one":[150],"obtained":[151],"by":[152],"raters":[154],"show":[157],"computer-based":[159],"classifications":[160,168],"are":[161],"significantly":[162],"more":[163],"accurate":[164],"than":[165],"averaged":[166],"human-based":[167],"Extraversion":[170],"Neuroticism.":[172]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3102385198","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-04T15:50:40.419817","created_date":"2020-11-23"}