{"id":"https://openalex.org/W4381741261","doi":"https://doi.org/10.3390/data8070113","title":"VPTD: Human Face Video Dataset for Personality Traits Detection","display_name":"VPTD: Human Face Video Dataset for Personality Traits Detection","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381741261","doi":"https://doi.org/10.3390/data8070113"},"language":"en","primary_location":{"id":"doi:10.3390/data8070113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8070113","pdf_url":"https://www.mdpi.com/2306-5729/8/7/113/pdf?version=1687857795","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/8/7/113/pdf?version=1687857795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092243650","display_name":"Kenan Kassab","orcid":"https://orcid.org/0009-0003-9466-1597"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]},{"id":"https://openalex.org/I4210165514","display_name":"Photochemistry Center","ror":"https://ror.org/05s61gx60","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145551","https://openalex.org/I4210165514"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Kenan Kassab","raw_affiliation_strings":["St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), 199178 St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0009-0003-9466-1597","affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), 199178 St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I4210165514","https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016499776","display_name":"Alexey Kashevnik","orcid":"https://orcid.org/0000-0001-6503-1447"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I197524780","display_name":"Petrozavodsk State University","ror":"https://ror.org/0176aa147","country_code":"RU","type":"education","lineage":["https://openalex.org/I197524780"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]},{"id":"https://openalex.org/I4210165514","display_name":"Photochemistry Center","ror":"https://ror.org/05s61gx60","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145551","https://openalex.org/I4210165514"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alexey Kashevnik","raw_affiliation_strings":["Institute of Mathematics and Information Technologies, Perozavodsk State University (PetrSU), 185035 Petrozavodsk, Russia","St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), 199178 St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6503-1447","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Information Technologies, Perozavodsk State University (PetrSU), 185035 Petrozavodsk, Russia","institution_ids":["https://openalex.org/I197524780"]},{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), 199178 St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I4210165514","https://openalex.org/I1313323035"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056383752","display_name":"Alexander Mayatin","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Mayatin","raw_affiliation_strings":["Information Technology and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0009-0005-4351-820X","affiliations":[{"raw_affiliation_string":"Information Technology and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027484582","display_name":"Dmitry Zubok","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry Zubok","raw_affiliation_strings":["Information Technology and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology and Programming Faculty, ITMO University, 197101 St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016499776"],"corresponding_institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I197524780","https://openalex.org/I4210144352","https://openalex.org/I4210165514"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":3.6558,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92967302,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":"7","first_page":"113","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9980999827384949,"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":0.9980999827384949,"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/T11448","display_name":"Face recognition and analysis","score":0.9082000255584717,"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/big-five-personality-traits","display_name":"Big Five personality traits","score":0.7535864114761353},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.727668285369873},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7118473649024963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6105418801307678},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5134366750717163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5002384185791016},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4794241786003113},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.46601584553718567},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2818100154399872},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.12948033213615417}],"concepts":[{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.7535864114761353},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.727668285369873},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7118473649024963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6105418801307678},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5134366750717163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5002384185791016},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4794241786003113},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.46601584553718567},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2818100154399872},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.12948033213615417},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/data8070113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8070113","pdf_url":"https://www.mdpi.com/2306-5729/8/7/113/pdf?version=1687857795","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:8:y:2023:i:7:p:113-:d:1177119","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/8/7/113/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:bcb89868ad8b4746b685e40d6c78eb6e","is_oa":true,"landing_page_url":"https://doaj.org/article/bcb89868ad8b4746b685e40d6c78eb6e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 8, Iss 7, p 113 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/8/7/113/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data8070113","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data; Volume 8; Issue 7; Pages: 113","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data8070113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8070113","pdf_url":"https://www.mdpi.com/2306-5729/8/7/113/pdf?version=1687857795","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4381741261.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1677745078","https://openalex.org/W2042962409","https://openalex.org/W2046759284","https://openalex.org/W2071559616","https://openalex.org/W2802235009","https://openalex.org/W2918872075","https://openalex.org/W2963785582","https://openalex.org/W3005891272","https://openalex.org/W3095878374","https://openalex.org/W3138113615","https://openalex.org/W3164392194","https://openalex.org/W3182816945","https://openalex.org/W4379744195","https://openalex.org/W6881309283"],"related_works":["https://openalex.org/W2047973478","https://openalex.org/W4295532600","https://openalex.org/W2063823869","https://openalex.org/W2067569035","https://openalex.org/W2090985514","https://openalex.org/W2804364458","https://openalex.org/W2885323543","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2796384540"],"abstract_inverted_index":{"In":[0,88],"this":[1,119],"paper,":[2,90],"we":[3,36,91,135],"propose":[4,92],"a":[5,38,127,138],"dataset":[6,72],"for":[7,48,80,130],"personality":[8,25,96,109],"traits":[9,97,110],"detection":[10],"based":[11,99,121],"on":[12,78,100,122],"human":[13],"face":[14],"videos.":[15],"Ground":[16],"truth":[17],"data":[18,145],"have":[19],"been":[20],"annotated":[21],"using":[22],"the":[23,34,52,57,68,89,93,101,106,131,144,148],"IPIP-50":[24],"test":[26],"that":[27,41,117],"every":[28],"participant":[29],"is":[30],"implementing.":[31],"To":[32],"collect":[33],"dataset,":[35,133],"developed":[37,115],"web-based":[39],"platform":[40],"allows":[42,56],"us":[43],"to":[44,59,66,142],"acquire":[45],"spontaneous":[46],"answers":[47],"predefined":[49],"questions":[50],"from":[51],"respondents.":[53],"The":[54,71],"website":[55],"participants":[58],"record":[60],"an":[61],"interactive":[62],"interview":[63],"in":[64],"order":[65],"imitate":[67],"real-life":[69],"interview.":[70],"includes":[73],"38":[74],"videos":[75],"(2":[76],"min":[77],"average)":[79],"people":[81],"of":[82],"different":[83],"races,":[84],"genders,":[85],"and":[86,134,146],"ages.":[87],"top":[94,107],"five":[95,108],"calculated":[98,111],"test,":[102],"as":[103,105],"well":[104],"by":[112],"our":[113],"own":[114],"model":[116],"determines":[118],"information":[120],"video":[123],"analysis.":[124],"We":[125],"introduced":[126],"statistical":[128],"analysis":[129],"collected":[132],"also":[136],"applied":[137],"K-means":[139],"clustering":[140,149],"algorithm":[141],"cluster":[143],"present":[147],"results.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}