{"id":"https://openalex.org/W4411295552","doi":"https://doi.org/10.1142/s0218001425300024","title":"Personality Traits Prediction Methods: A Survey","display_name":"Personality Traits Prediction Methods: A Survey","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411295552","doi":"https://doi.org/10.1142/s0218001425300024"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001425300024","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001425300024","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","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/A5001014719","display_name":"K. K. Biswas","orcid":"https://orcid.org/0000-0001-7100-9449"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kunal Biswas","raw_affiliation_strings":["Jadavpur University, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0001-7100-9449","affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025871978","display_name":"Palaiahnakote Shivakumara","orcid":"https://orcid.org/0000-0001-9026-4613"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shivakumara Palaiahnakote","raw_affiliation_strings":["School of Science, Engineering and Environment (SEE), Salford University, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0001-9026-4613","affiliations":[{"raw_affiliation_string":"School of Science, Engineering and Environment (SEE), Salford University, Manchester, UK","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068803496","display_name":"Umapada Pal","orcid":"https://orcid.org/0000-0002-5426-2618"},"institutions":[{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Umapada Pal","raw_affiliation_strings":["Computer Vision and Pattern Recognition Unit (CVPR), Indian Statistical Institute, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-5426-2618","affiliations":[{"raw_affiliation_string":"Computer Vision and Pattern Recognition Unit (CVPR), Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082599641","display_name":"Ram Sarkar","orcid":"https://orcid.org/0000-0001-8813-4086"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ram Sarkar","raw_affiliation_strings":["Jadavpur University, Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0001-8813-4086","affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17059988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.972599983215332,"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":0.972599983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5974110960960388},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5471087098121643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.513650119304657},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5129939913749695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4656579792499542},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3673713505268097},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1788506805896759}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5974110960960388},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5471087098121643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.513650119304657},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5129939913749695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4656579792499542},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3673713505268097},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1788506805896759}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001425300024","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001425300024","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W2298529068","https://openalex.org/W2344881265","https://openalex.org/W2895065418","https://openalex.org/W2910816665","https://openalex.org/W3001627815","https://openalex.org/W3003957020","https://openalex.org/W3007881081","https://openalex.org/W3012607067","https://openalex.org/W3013814906","https://openalex.org/W3035217102","https://openalex.org/W3043546503","https://openalex.org/W3046082395","https://openalex.org/W3089137935","https://openalex.org/W3111685827","https://openalex.org/W3134831898","https://openalex.org/W3138358913","https://openalex.org/W3157808961","https://openalex.org/W3163594393","https://openalex.org/W3175985446","https://openalex.org/W3194212642","https://openalex.org/W3199532733","https://openalex.org/W3203880620","https://openalex.org/W3213154810","https://openalex.org/W3216551046","https://openalex.org/W4200223014","https://openalex.org/W4200410486","https://openalex.org/W4210245225","https://openalex.org/W4210674221","https://openalex.org/W4210933228","https://openalex.org/W4213190686","https://openalex.org/W4213412602","https://openalex.org/W4220746003","https://openalex.org/W4220999990","https://openalex.org/W4224296643","https://openalex.org/W4224930299","https://openalex.org/W4225463525","https://openalex.org/W4281606627","https://openalex.org/W4281678987","https://openalex.org/W4285319950","https://openalex.org/W4296234741","https://openalex.org/W4312345918","https://openalex.org/W4362496704","https://openalex.org/W4362562468","https://openalex.org/W4379806227","https://openalex.org/W4381741261","https://openalex.org/W4385451612","https://openalex.org/W4385570441","https://openalex.org/W4385696463","https://openalex.org/W4386952201","https://openalex.org/W4387492929","https://openalex.org/W4387704461","https://openalex.org/W4387834445","https://openalex.org/W4387848757","https://openalex.org/W4388333663","https://openalex.org/W4388439747","https://openalex.org/W4390905971","https://openalex.org/W4391661514","https://openalex.org/W4392956085"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Personality":[0],"traits":[1,42,57,148],"prediction":[2,43,149],"plays":[3],"a":[4,59],"significant":[5,198],"role":[6],"in":[7,19,34,187],"several":[8],"real-world":[9],"applications,":[10],"such":[11],"as":[12],"improving":[13,17],"the":[14,79,106,112,115,117,120,122,161,165,185],"education":[15],"system,":[16],"production":[18],"manufacturing,":[20],"monitoring":[21],"social":[22,66],"media":[23],"content,":[24],"sentiment":[25],"analysis":[26],"of":[27,61,105,119],"crowds":[28],"for":[29,40],"opinion":[30],"mining,":[31],"judging":[32],"abnormalities":[33],"personal":[35],"behavior,":[36],"etc.":[37],"The":[38],"demand":[39],"personality":[41,56,147],"has":[44],"increased":[45],"drastically":[46],"after":[47],"COVID-19.":[48],"Therefore,":[49],"numerous":[50],"methods":[51,76,113,137,150,156],"have":[52],"emerged":[53],"to":[54,139],"predict":[55],"from":[58],"variety":[60],"sources,":[62],"including":[63],"handwriting,":[64],"interviews,":[65],"media,":[67],"text,":[68],"images,":[69],"and":[70,82,91,95,102,125,172,177,200],"audio.":[71],"This":[72],"review":[73],"focuses":[74],"on":[75,129,184],"developed":[77],"between":[78],"years":[80],"2020":[81],"2024,":[83],"categorizing":[84],"them":[85],"into":[86,203],"Handwriting":[87],"(Graphology),":[88],"Vision":[89],"(images":[90],"videos),":[92],"Audio":[93],"(speech":[94],"acoustic":[96],"signals),":[97],"Textual":[98],"(status":[99],"updates,":[100],"descriptions),":[101],"Multimodal":[103],"(combinations":[104],"aforementioned)":[107],"approaches.":[108],"We":[109],"critically":[110],"analyze":[111],"proposed,":[114],"datasets,":[116],"scope":[118],"work,":[121],"results":[123],"obtained,":[124],"noteworthy":[126],"remarks.":[127],"Based":[128],"our":[130],"critical":[131],"analysis,":[132],"we":[133,181,196],"notice":[134],"that":[135],"increasingly":[136],"tend":[138],"use":[140],"deep":[141],"learning":[142],"over":[143],"handcrafted":[144],"features.":[145],"Additionally,":[146,195],"are":[151,193],"trending":[152],"more":[153],"toward":[154],"multimodal":[155],"because":[157],"they":[158],"consistently":[159],"achieve":[160],"highest":[162],"accuracy":[163],"among":[164],"input":[166],"modalities.":[167],"Detailed":[168],"discussions,":[169],"tabular":[170],"presentations,":[171],"figures":[173],"facilitate":[174],"easy":[175],"comprehension":[176],"future":[178,205],"reference.":[179],"Then,":[180],"shed":[182],"light":[183],"challenges":[186],"this":[188],"field.":[189],"Many":[190],"key":[191],"applications":[192],"detailed.":[194],"highlight":[197],"limitations":[199],"offer":[201],"insights":[202],"potential":[204],"directions.":[206]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
