{"id":"https://openalex.org/W4400490462","doi":"https://doi.org/10.1109/cscwd61410.2024.10580811","title":"Computational Personality Analysis with Interpretability Empowered Prediction","display_name":"Computational Personality Analysis with Interpretability Empowered Prediction","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400490462","doi":"https://doi.org/10.1109/cscwd61410.2024.10580811"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5104346915","display_name":"Ahmed R. Elmahalawy","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ahmed R. Elmahalawy","raw_affiliation_strings":["Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712024","display_name":"Li Lin","orcid":"https://orcid.org/0000-0003-2783-1114"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086235576","display_name":"Xiaohua Wu","orcid":"https://orcid.org/0000-0001-5239-4476"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohua Wu","raw_affiliation_strings":["Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology,School of Computer Science and Artificial Intelligence,Wuhan,China,430070","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065941595","display_name":"Xiaohui Tao","orcid":"https://orcid.org/0000-0002-0020-077X"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaohui Tao","raw_affiliation_strings":["University of Southern Queensland,School of Mathematics, Physics, and Computing,Toowoomba,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern Queensland,School of Mathematics, Physics, and Computing,Toowoomba,Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012159374","display_name":"Jianming Yong","orcid":"https://orcid.org/0000-0003-4111-1076"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianming Yong","raw_affiliation_strings":["University of Southern Queensland,School of Business,Springfield,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern Queensland,School of Business,Springfield,Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.5204,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9709589,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"413","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.7925000190734863,"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":0.7925000190734863,"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/interpretability","display_name":"Interpretability","score":0.9405375719070435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6703370809555054},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5501051545143127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4970732033252716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4879688620567322},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15302139520645142},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06796684861183167}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9405375719070435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6703370809555054},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5501051545143127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4970732033252716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4879688620567322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15302139520645142},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06796684861183167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1986582023","https://openalex.org/W2961085424","https://openalex.org/W2966829450","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694"],"abstract_inverted_index":{"Personality":[0],"analysis":[1,94,105],"can":[2],"help":[3],"individuals":[4],"gain":[5],"self-awareness,":[6],"improve":[7],"decision-making":[8],"skills,":[9],"and":[10,24,32,83,119],"enhance":[11],"relationships,":[12],"while":[13],"also":[14],"providing":[15],"valuable":[16,130],"insights":[17,131],"in":[18,39,45,71,147,155],"fields":[19],"like":[20],"psychology,":[21],"human":[22],"resources,":[23],"marketing.":[25],"Computational":[26],"models,":[27,35,113],"including":[28],"traditional":[29],"machine":[30],"learning":[31,34,50],"deep":[33,49],"have":[36,168],"been":[37],"beneficial":[38],"analyzing":[40],"the":[41,145,163,179],"impact":[42],"of":[43],"personality":[44,93,112,127,158],"sociological":[46],"studies,":[47],"especially":[48],"models":[51,57,154],"with":[52],"interpretability.":[53],"However,":[54],"different":[55,60,152],"computational":[56,92,111,137,153,180],"may":[58],"produce":[59],"explanation":[61,148,176],"results,":[62],"which":[63],"poses":[64],"a":[65,91],"challenge":[66],"for":[67],"social":[68],"studies":[69],"researchers":[70],"selecting":[72],"appropriate":[73],"explanations,":[74],"as":[75],"each":[76],"model":[77],"provides":[78],"distinct":[79],"prediction":[80],"accuarcy":[81],"values":[82],"explanation.":[84],"To":[85],"this":[86,88],"end,":[87],"work":[89],"introduces":[90],"framework":[95,108],"that":[96],"incorporates":[97],"Local":[98],"Interpretable":[99],"Model-Agnostic":[100],"Explanations":[101],"(LIME)":[102],"to":[103,143,157],"investigate":[104],"methods.":[106],"The":[107],"covers":[109],"various":[110],"encompasses":[114],"pre-processing":[115],"techniques,":[116],"feature":[117],"embedding,":[118],"focuses":[120],"specifically":[121],"on":[122],"Myers-Briggs":[123],"Type":[124],"Indicator":[125],"(MBTI)":[126],"analysis,":[128],"enabling":[129],"from":[132],"predictions":[133],"generated":[134],"by":[135,151],"diverse":[136],"models.":[138,181],"Cosine":[139],"similarity":[140],"is":[141],"employed":[142],"evaluate":[144],"variations":[146],"results":[149],"produced":[150],"relation":[156],"analysis.":[159],"Our":[160],"experiment":[161],"reveals":[162],"key":[164],"finding:":[165],"although":[166],"they":[167],"comparable":[169],"predictive":[170],"accuracy,":[171],"there":[172],"are":[173],"not":[174],"small":[175],"differences":[177],"among":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
