{"id":"https://openalex.org/W2621925477","doi":"https://doi.org/10.1145/3091478.3091522","title":"Studying Personality through the Content of Posted and Liked Images on Twitter","display_name":"Studying Personality through the Content of Posted and Liked Images on Twitter","publication_year":2017,"publication_date":"2017-06-25","ids":{"openalex":"https://openalex.org/W2621925477","doi":"https://doi.org/10.1145/3091478.3091522","mag":"2621925477"},"language":"en","primary_location":{"id":"doi:10.1145/3091478.3091522","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3091522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","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/A5010646067","display_name":"Sharath Chandra Guntuku","orcid":"https://orcid.org/0000-0002-2929-0035"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sharath Chandra Guntuku","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103279630","display_name":"Jordan Carpenter","orcid":"https://orcid.org/0000-0001-6918-6286"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan Carpenter","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008926869","display_name":"Wee Keong Ng","orcid":"https://orcid.org/0000-0001-7106-2768"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Keong Ng","raw_affiliation_strings":["Nanyang Technological University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044944954","display_name":"Lyle Ungar","orcid":"https://orcid.org/0000-0003-2047-1443"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lyle H. Ungar","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086173474","display_name":"Daniel Preo\u021biuc-Pietro","orcid":"https://orcid.org/0000-0002-4504-0212"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Preo\u0163iuc-Pietro","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":45.0897,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.99655618,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9937999844551086,"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":0.9937999844551086,"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/T12214","display_name":"Media Influence and Health","score":0.944599986076355,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9304999709129333,"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/personality","display_name":"Personality","score":0.7437542080879211},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.660327672958374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6358497738838196},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6028224229812622},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5705834627151489},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5396559238433838},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.46571969985961914},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4634862244129181},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3611249029636383},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34114015102386475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33337754011154175},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29283636808395386},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19105279445648193},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11021095514297485}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7437542080879211},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.660327672958374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6358497738838196},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6028224229812622},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5705834627151489},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5396559238433838},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.46571969985961914},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4634862244129181},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3611249029636383},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34114015102386475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33337754011154175},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29283636808395386},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19105279445648193},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11021095514297485},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3091478.3091522","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3091522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1777859530","https://openalex.org/W1886456972","https://openalex.org/W1948823840","https://openalex.org/W1968301422","https://openalex.org/W1969923256","https://openalex.org/W2056758449","https://openalex.org/W2071310631","https://openalex.org/W2071559616","https://openalex.org/W2099107563","https://openalex.org/W2108872542","https://openalex.org/W2119592058","https://openalex.org/W2119595472","https://openalex.org/W2121947440","https://openalex.org/W2132914434","https://openalex.org/W2145622598","https://openalex.org/W2153266959","https://openalex.org/W2158021796","https://openalex.org/W2165874743","https://openalex.org/W2166434810","https://openalex.org/W2186292594","https://openalex.org/W2189334431","https://openalex.org/W2277302289","https://openalex.org/W2295851872","https://openalex.org/W2339881364","https://openalex.org/W2344881265","https://openalex.org/W2427410881","https://openalex.org/W2512948258","https://openalex.org/W2526681746","https://openalex.org/W2540823975","https://openalex.org/W2552856532","https://openalex.org/W2565546084","https://openalex.org/W2576686289","https://openalex.org/W2803437449","https://openalex.org/W2950133940","https://openalex.org/W2963525557","https://openalex.org/W4243801427"],"related_works":["https://openalex.org/W2477995101","https://openalex.org/W2065457896","https://openalex.org/W4256036313","https://openalex.org/W3173234801","https://openalex.org/W2186506319","https://openalex.org/W2157908879","https://openalex.org/W3125957671","https://openalex.org/W2898389145","https://openalex.org/W1966488223","https://openalex.org/W2796384540"],"abstract_inverted_index":{"Interacting":[0],"with":[1],"images":[2,66],"through":[3],"social":[4],"media":[5],"has":[6],"become":[7],"widespread":[8],"due":[9],"to":[10,32,38,50],"ubiquitous":[11],"Internet":[12],"access":[13],"and":[14,36,54,69,84,102,117],"multimedia":[15],"enabled":[16],"devices.":[17],"Through":[18],"images,":[19],"users":[20],"generally":[21],"present":[22],"their":[23],"daily":[24],"activities,":[25],"preferences":[26],"or":[27],"interests.":[28],"This":[29],"study":[30],"aims":[31],"identify":[33],"the":[34,44,59,112],"way":[35],"extent":[37],"which":[39],"personality":[40,90,100],"differences,":[41],"measured":[42],"using":[43,79],"Big":[45],"Five":[46],"model,":[47],"are":[48],"related":[49],"online":[51],"image":[52,81,96],"posting":[53],"liking.":[55],"In":[56],"two":[57],"experiments,":[58],"larger":[60],"consisting":[61],"of":[62,88],"~1.5":[63],"million":[64],"Twitter":[65],"both":[67,115],"posted":[68,116],"liked":[70,118],"by":[71,110],"~4,000":[72],"users,":[73],"we":[74],"extract":[75],"interpretable":[76],"semantic":[77],"concepts":[78],"large-scale":[80],"content":[82,97],"analysis":[83],"analyze":[85],"differences":[86],"specific":[87],"each":[89],"trait.":[91],"Predictive":[92],"results":[93],"show":[94],"that":[95,103],"can":[98,105],"predict":[99],"traits,":[101],"there":[104],"be":[106],"significant":[107],"performance":[108],"gain":[109],"fusing":[111],"signal":[113],"from":[114],"images.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}