{"id":"https://openalex.org/W2918872075","doi":"https://doi.org/10.1109/access.2019.2902863","title":"TensorFlow-Based Automatic Personality Recognition Used in Asynchronous Video Interviews","display_name":"TensorFlow-Based Automatic Personality Recognition Used in Asynchronous Video Interviews","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2918872075","doi":"https://doi.org/10.1109/access.2019.2902863","mag":"2918872075"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2902863","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2902863","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08660507.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08660507.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036002469","display_name":"Hung-Yue Suen","orcid":"https://orcid.org/0000-0002-6796-2031"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hung-Yue Suen","raw_affiliation_strings":["Department of Technology Application and Human Resource Development, National Taiwan Normal University, Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Technology Application and Human Resource Development, National Taiwan Normal University, Taipei City, Taiwan","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074186083","display_name":"Kuo-En Hung","orcid":"https://orcid.org/0000-0003-2091-2747"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuo-En Hung","raw_affiliation_strings":["Department of Technology Application and Human Resource Development, National Taiwan Normal University, Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Technology Application and Human Resource Development, National Taiwan Normal University, Taipei City, Taiwan","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001776970","display_name":"Chien\u2010Liang Lin","orcid":"https://orcid.org/0000-0001-7728-2008"},"institutions":[{"id":"https://openalex.org/I87354575","display_name":"National Chengchi University","ror":"https://ror.org/03rqk8h36","country_code":"TW","type":"education","lineage":["https://openalex.org/I87354575"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Liang Lin","raw_affiliation_strings":["Department of Management Information System, National Chengchi University, Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Management Information System, National Chengchi University, Taipei City, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036002469"],"corresponding_institution_ids":["https://openalex.org/I134161618"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":10.1411,"has_fulltext":true,"cited_by_count":95,"citation_normalized_percentile":{"value":0.98434317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"61018","last_page":"61023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9986000061035156,"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":0.9986000061035156,"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/T11093","display_name":"Personality Disorders and Psychopathology","score":0.98089998960495,"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/T12848","display_name":"Psychological Testing and Assessment","score":0.9074000120162964,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/computer-science","display_name":"Computer science","score":0.7848478555679321},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6479811668395996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5585454702377319},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.48229530453681946},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42559918761253357},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40763595700263977},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36965546011924744},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12279477715492249},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.06643509864807129}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848478555679321},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6479811668395996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5585454702377319},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.48229530453681946},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42559918761253357},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40763595700263977},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36965546011924744},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12279477715492249},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.06643509864807129},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2902863","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2902863","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08660507.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4123c28ff2784b7194eb8de17b260a47","is_oa":true,"landing_page_url":"https://doaj.org/article/4123c28ff2784b7194eb8de17b260a47","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 61018-61023 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2902863","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2902863","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08660507.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.7099999785423279,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G6905277076","display_name":null,"funder_award_id":"107-2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7160539585","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G796602423","display_name":null,"funder_award_id":"MOST-107-2511-H-003-040-MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2918872075.pdf","grobid_xml":"https://content.openalex.org/works/W2918872075.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1901616594","https://openalex.org/W1978152128","https://openalex.org/W1986087037","https://openalex.org/W1994745305","https://openalex.org/W2009642094","https://openalex.org/W2014706514","https://openalex.org/W2031877935","https://openalex.org/W2042962409","https://openalex.org/W2047028371","https://openalex.org/W2089809964","https://openalex.org/W2093869388","https://openalex.org/W2108825477","https://openalex.org/W2118265251","https://openalex.org/W2148795955","https://openalex.org/W2151756636","https://openalex.org/W2158267589","https://openalex.org/W2280746192","https://openalex.org/W2292850062","https://openalex.org/W2344338892","https://openalex.org/W2345457643","https://openalex.org/W2428849941","https://openalex.org/W2487854766","https://openalex.org/W2514698439","https://openalex.org/W2546714726","https://openalex.org/W2580888514","https://openalex.org/W2591804009","https://openalex.org/W2605478938","https://openalex.org/W2609419728","https://openalex.org/W2638539251","https://openalex.org/W2755860313","https://openalex.org/W2756004689","https://openalex.org/W2778323012","https://openalex.org/W2786510204","https://openalex.org/W2786879748","https://openalex.org/W2787077931","https://openalex.org/W2793043725","https://openalex.org/W2794298852","https://openalex.org/W2802205207","https://openalex.org/W2803881474","https://openalex.org/W2805511844","https://openalex.org/W2884923888","https://openalex.org/W2890409774","https://openalex.org/W2892524468","https://openalex.org/W2896018557","https://openalex.org/W2919115771","https://openalex.org/W2963692882","https://openalex.org/W2963967532","https://openalex.org/W2964752465","https://openalex.org/W4243776360","https://openalex.org/W6697255594"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2122502560"],"abstract_inverted_index":{"With":[0],"the":[1,7,52,72,106,110,113,118,141,161,169,181],"development":[2],"of":[3,10,23,54,74,124,145,183],"artificial":[4],"intelligence":[5],"(AI),":[6],"automatic":[8,100],"analysis":[9],"video":[11,89],"interviews":[12],"to":[13,51,98,178,207],"recognize":[14,62,140],"individual":[15],"personality":[16,29,69,101,115,199],"traits":[17,70,144],"has":[18,26],"become":[19],"an":[20,80,146,149],"active":[21],"area":[22],"research":[24],"and":[25,33,40,66,93,112,121,153,187],"applications":[27],"in":[28,37],"computing,":[30],"human-computer":[31],"interaction,":[32],"psychological":[34],"assessment.":[35],"Advances":[36],"computer":[38],"vision":[39],"pattern":[41],"recognition":[42,102],"based":[43,104],"on":[44,105],"deep":[45],"learning":[46,163],"(DL)":[47],"techniques":[48],"have":[49],"led":[50],"establishment":[53],"convolutional":[55],"neural":[56],"network":[57],"models":[58],"that":[59,133,159,202],"can":[60,138,193],"successfully":[61,139],"human":[63],"nonverbal":[64],"cues":[65],"attribute":[67],"their":[68],"with":[71,176],"use":[73],"a":[75,94],"camera.":[76],"In":[77],"this":[78],"paper,":[79],"end-to-end":[81],"AI":[82,96],"interviewing":[83],"system":[84],"was":[85,164],"developed":[86],"using":[87],"asynchronous":[88],"interview":[90,136,191],"(AVI)":[91],"processing":[92],"TensorFlow":[95],"engine":[97],"perform":[99],"(APR)":[103],"features":[107],"extracted":[108],"from":[109,117],"AVIs":[111],"true":[114],"scores":[116],"facial":[119],"expressions":[120],"self-reported":[122,198],"questionnaires":[123],"120":[125],"real":[126],"job":[127,203],"applicants.":[128],"The":[129,189],"experimental":[130],"results":[131],"show":[132],"our":[134],"AI-based":[135,190],"agent":[137,192],"\u201cbig":[142],"five\u201d":[143],"interviewee":[147],"at":[148],"accuracy":[150],"between":[151],"90.9%":[152],"97.4%.":[154],"Our":[155],"experiment":[156],"also":[157],"indicates":[158],"although":[160],"machine":[162],"conducted":[165],"without":[166],"large-scale":[167],"data,":[168],"semisupervised":[170],"DL":[171],"approach":[172],"performed":[173],"surprisingly":[174],"well":[175],"regard":[177],"APR":[179],"despite":[180],"lack":[182],"labor-intensive":[184],"manual":[185],"annotation":[186],"labeling.":[188],"supplement":[194],"or":[195],"replace":[196],"existing":[197],"assessment":[200],"methods":[201],"applicants":[204],"may":[205],"distort":[206],"achieve":[208],"socially":[209],"desirable":[210],"effects.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
