{"id":"https://openalex.org/W3043165027","doi":"https://doi.org/10.1109/taffc.2020.3008775","title":"Quantitative Personality Predictions From a Brief EEG Recording","display_name":"Quantitative Personality Predictions From a Brief EEG Recording","publication_year":2020,"publication_date":"2020-07-17","ids":{"openalex":"https://openalex.org/W3043165027","doi":"https://doi.org/10.1109/taffc.2020.3008775","mag":"3043165027"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2020.3008775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2020.3008775","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-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/A5100389209","display_name":"Wenyu Li","orcid":"https://orcid.org/0000-0003-3887-9607"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenyu Li","raw_affiliation_strings":["Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3887-9607","affiliations":[{"raw_affiliation_string":"Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065671838","display_name":"Chengpeng Wu","orcid":"https://orcid.org/0000-0002-4123-639X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengpeng Wu","raw_affiliation_strings":["Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4123-639X","affiliations":[{"raw_affiliation_string":"Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068766287","display_name":"Xin Hu","orcid":"https://orcid.org/0000-0003-0714-689X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Hu","raw_affiliation_strings":["Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0714-689X","affiliations":[{"raw_affiliation_string":"Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373472","display_name":"Jingjing Chen","orcid":"https://orcid.org/0000-0001-6612-0337"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Chen","raw_affiliation_strings":["Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6612-0337","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089448230","display_name":"Shimin Fu","orcid":"https://orcid.org/0000-0002-1977-5469"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimin Fu","raw_affiliation_strings":["Department of Psychology, Center for Brain and Cognitive Sciences, School of Education, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Center for Brain and Cognitive Sciences, School of Education, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026160865","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0001-5787-1518"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5787-1518","affiliations":[{"raw_affiliation_string":"Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100456043","display_name":"Dan Zhang","orcid":"https://orcid.org/0000-0002-7592-3200"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Zhang","raw_affiliation_strings":["Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7592-3200","affiliations":[{"raw_affiliation_string":"Department of Psychology, School of Social Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua Laboratory of Brain and Intelligence, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100389209"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.6085,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.83930388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"1514","last_page":"1527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9976999759674072,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agreeableness","display_name":"Agreeableness","score":0.8278542757034302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.7019824981689453},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.6889554262161255},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.6782597303390503},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.6732885837554932},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6667996644973755},{"id":"https://openalex.org/keywords/conscientiousness","display_name":"Conscientiousness","score":0.6597691774368286},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.6234404444694519},{"id":"https://openalex.org/keywords/neuroticism","display_name":"Neuroticism","score":0.60884028673172},{"id":"https://openalex.org/keywords/personality-assessment-inventory","display_name":"Personality Assessment Inventory","score":0.41909343004226685},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2069973349571228},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.06287503242492676}],"concepts":[{"id":"https://openalex.org/C170760736","wikidata":"https://www.wikidata.org/wiki/Q380358","display_name":"Agreeableness","level":5,"score":0.8278542757034302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7019824981689453},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6889554262161255},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.6782597303390503},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.6732885837554932},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6667996644973755},{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.6597691774368286},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.6234404444694519},{"id":"https://openalex.org/C94612546","wikidata":"https://www.wikidata.org/wiki/Q1540168","display_name":"Neuroticism","level":3,"score":0.60884028673172},{"id":"https://openalex.org/C174010058","wikidata":"https://www.wikidata.org/wiki/Q7170643","display_name":"Personality Assessment Inventory","level":3,"score":0.41909343004226685},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2069973349571228},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.06287503242492676}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2020.3008775","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2020.3008775","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5083773245","display_name":null,"funder_award_id":"U1736220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8850463340","display_name":null,"funder_award_id":"17ZDA323","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G915781958","display_name":null,"funder_award_id":"61977041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":111,"referenced_works":["https://openalex.org/W152677942","https://openalex.org/W625193594","https://openalex.org/W1243051088","https://openalex.org/W1746866113","https://openalex.org/W1824626053","https://openalex.org/W1879706827","https://openalex.org/W1969195622","https://openalex.org/W1975359614","https://openalex.org/W1975446774","https://openalex.org/W1975599414","https://openalex.org/W1982325978","https://openalex.org/W1989512942","https://openalex.org/W1995205893","https://openalex.org/W1996841795","https://openalex.org/W1999221641","https://openalex.org/W2002127401","https://openalex.org/W2002161648","https://openalex.org/W2003771516","https://openalex.org/W2014330994","https://openalex.org/W2017108196","https://openalex.org/W2028996417","https://openalex.org/W2037268451","https://openalex.org/W2054155363","https://openalex.org/W2054923857","https://openalex.org/W2056464416","https://openalex.org/W2059844842","https://openalex.org/W2063535216","https://openalex.org/W2064429719","https://openalex.org/W2065872378","https://openalex.org/W2071559616","https://openalex.org/W2071583576","https://openalex.org/W2072794732","https://openalex.org/W2073547940","https://openalex.org/W2075461748","https://openalex.org/W2075469826","https://openalex.org/W2079110049","https://openalex.org/W2080643889","https://openalex.org/W2081812986","https://openalex.org/W2084770557","https://openalex.org/W2085034537","https://openalex.org/W2088464845","https://openalex.org/W2089381681","https://openalex.org/W2089707930","https://openalex.org/W2096244247","https://openalex.org/W2097641074","https://openalex.org/W2102648300","https://openalex.org/W2103608739","https://openalex.org/W2113348530","https://openalex.org/W2120103866","https://openalex.org/W2120613434","https://openalex.org/W2122825543","https://openalex.org/W2124802095","https://openalex.org/W2126472177","https://openalex.org/W2136219431","https://openalex.org/W2137497955","https://openalex.org/W2141859351","https://openalex.org/W2144756000","https://openalex.org/W2149152634","https://openalex.org/W2154868463","https://openalex.org/W2160610302","https://openalex.org/W2162090451","https://openalex.org/W2163891305","https://openalex.org/W2165514329","https://openalex.org/W2166073443","https://openalex.org/W2167505120","https://openalex.org/W2169427911","https://openalex.org/W2169683554","https://openalex.org/W2176017919","https://openalex.org/W2262195278","https://openalex.org/W2292385715","https://openalex.org/W2296855503","https://openalex.org/W2299574199","https://openalex.org/W2344945222","https://openalex.org/W2383747003","https://openalex.org/W2394184718","https://openalex.org/W2470433298","https://openalex.org/W2473231673","https://openalex.org/W2502725678","https://openalex.org/W2509289062","https://openalex.org/W2511651584","https://openalex.org/W2547146855","https://openalex.org/W2580887161","https://openalex.org/W2582244108","https://openalex.org/W2765160935","https://openalex.org/W2766076014","https://openalex.org/W2776646997","https://openalex.org/W2789109311","https://openalex.org/W2793907959","https://openalex.org/W2796328181","https://openalex.org/W2801083466","https://openalex.org/W2803872820","https://openalex.org/W2808957007","https://openalex.org/W2814372830","https://openalex.org/W2886457719","https://openalex.org/W2891715554","https://openalex.org/W2892954095","https://openalex.org/W2895361564","https://openalex.org/W2920509382","https://openalex.org/W2923742357","https://openalex.org/W2996304026","https://openalex.org/W3005405338","https://openalex.org/W3120669575","https://openalex.org/W4235117444","https://openalex.org/W4255297607","https://openalex.org/W4294214781","https://openalex.org/W4295545751","https://openalex.org/W6631081857","https://openalex.org/W6760590573","https://openalex.org/W6788194643","https://openalex.org/W6835476873","https://openalex.org/W7033056612"],"related_works":["https://openalex.org/W2030868578","https://openalex.org/W2905413927","https://openalex.org/W3216037536","https://openalex.org/W2326877552","https://openalex.org/W2967916203","https://openalex.org/W1890366823","https://openalex.org/W2744174221","https://openalex.org/W1963832455","https://openalex.org/W2342039239","https://openalex.org/W2082905089"],"abstract_inverted_index":{"The":[0,59,122],"assessment":[1],"of":[2,45,85,133,159,171],"personality":[3,40,77,91,124,166,192],"is":[4],"crucial":[5],"not":[6],"only":[7],"for":[8,13,76,114,163],"scientific":[9],"inquiries":[10],"but":[11],"also":[12],"real-world":[14],"applications":[15],"such":[16],"as":[17,130,153,186],"personnel":[18],"selection.":[19],"In":[20],"this":[21],"article,":[22],"we":[23],"propose":[24],"and":[25,56,112,119,137],"validate":[26],"a":[27,72,81,102,169,187],"novel":[28],"implicit":[29],"measure":[30,97,183],"to":[31,70,141,190],"predict":[32],"an":[33],"individual's":[34],"levels":[35],"in":[36,194],"the":[37,90,95,145,156,164,181],"Big":[38],"Five":[39],"traits":[41,167],"from":[42,80,94],"5":[43],"minutes":[44],"electroencephalography":[46],"(EEG)":[47],"recordings.":[48],"Participants":[49],"viewed":[50],"Chinese":[51],"words":[52,67],"with":[53,101],"positive,":[54],"negative,":[55],"neutral":[57],"emotions.":[58],"multi-channel":[60],"event-related":[61],"potentials":[62],"elicited":[63],"by":[64,155],"these":[65],"emotional":[66],"were":[68,148],"used":[69,104],"train":[71],"sparse":[73],"regression":[74],"model":[75],"prediction.":[78],"Results":[79],"large":[82],"test":[83],"sample":[84],"196":[86],"participants":[87,173],"indicated":[88],"that":[89,180],"scores":[92,125,147],"derived":[93],"proposed":[96,182],"reached":[98],"significant":[99],"correlations":[100],"commonly":[103],"questionnaire":[105],"(r":[106],"=":[107],".50,":[108],".60,":[109],".49,":[110],".55,":[111],".49":[113],"agreeableness,":[115],"conscientiousness,":[116],"neuroticism,":[117],"openness,":[118],"extraversion,":[120],"respectively).":[121],"EEG-based":[123,146],"showed":[126],"good":[127],"external":[128],"validity":[129],"well,":[131],"capable":[132],"predicting":[134],"behavioral":[135],"indices":[136],"psychological":[138],"adjustment":[139],"similar":[140],"self-reported":[142],"scores.":[143],"Besides,":[144],"relatively":[149],"stable":[150],"across":[151],"time,":[152],"reflected":[154],"test-retest":[157],"reliability":[158],".5":[160],"\u223c":[161],".7":[162],"five":[165],"within":[168],"cohort":[170],"33":[172],"19-78":[174],"days":[175],"later.":[176],"These":[177],"evaluations":[178],"suggest":[179],"can":[184],"serve":[185],"viable":[188],"alternative":[189],"conventional":[191],"questionnaires":[193],"practice.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}