{"id":"https://openalex.org/W2158192499","doi":"https://doi.org/10.1109/tmm.2014.2307169","title":"Hire me: Computational Inference of Hirability in Employment Interviews Based on Nonverbal Behavior","display_name":"Hire me: Computational Inference of Hirability in Employment Interviews Based on Nonverbal Behavior","publication_year":2014,"publication_date":"2014-02-20","ids":{"openalex":"https://openalex.org/W2158192499","doi":"https://doi.org/10.1109/tmm.2014.2307169","mag":"2158192499"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2014.2307169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2014.2307169","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/192551","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006266631","display_name":"Laurent Son Nguyen","orcid":"https://orcid.org/0000-0002-4290-875X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Laurent Son Nguyen","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047958975","display_name":"Denise Frauendorfer","orcid":null},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Denise Frauendorfer","raw_affiliation_strings":["Universit\u00e9 de Neuch\u00e2tel, Neuch\u00e2tel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111936599","display_name":"Marianne Schmid Mast","orcid":null},"institutions":[{"id":"https://openalex.org/I57825437","display_name":"University of Neuch\u00e2tel","ror":"https://ror.org/00vasag41","country_code":"CH","type":"education","lineage":["https://openalex.org/I57825437"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marianne Schmid Mast","raw_affiliation_strings":["Universit\u00e9 de Neuch\u00e2tel, Neuch\u00e2tel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Neuch\u00e2tel, Neuch\u00e2tel, Switzerland","institution_ids":["https://openalex.org/I57825437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012965551","display_name":"Daniel G\u00e1tica-P\u00e9rez","orcid":"https://orcid.org/0000-0001-5488-2182"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Gatica-Perez","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.8409,"has_fulltext":false,"cited_by_count":187,"citation_normalized_percentile":{"value":0.99488002,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"16","issue":"4","first_page":"1018","last_page":"1031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9972000122070312,"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":0.9972000122070312,"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/T10314","display_name":"Social and Intergroup Psychology","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/interview","display_name":"Interview","score":0.7121418714523315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6459295153617859},{"id":"https://openalex.org/keywords/nonverbal-communication","display_name":"Nonverbal communication","score":0.599128782749176},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.582423985004425},{"id":"https://openalex.org/keywords/job-interview","display_name":"Job interview","score":0.5292500853538513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4751189351081848},{"id":"https://openalex.org/keywords/sensory-cue","display_name":"Sensory cue","score":0.4674929678440094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46491819620132446},{"id":"https://openalex.org/keywords/personnel-selection","display_name":"Personnel selection","score":0.43030795454978943},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4229468107223511},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3885088264942169},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.37269407510757446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3599189519882202},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3450621962547302},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.26995062828063965},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11613047122955322},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.10167241096496582}],"concepts":[{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.7121418714523315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6459295153617859},{"id":"https://openalex.org/C145633318","wikidata":"https://www.wikidata.org/wiki/Q207125","display_name":"Nonverbal communication","level":2,"score":0.599128782749176},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.582423985004425},{"id":"https://openalex.org/C2776587543","wikidata":"https://www.wikidata.org/wiki/Q850171","display_name":"Job interview","level":2,"score":0.5292500853538513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4751189351081848},{"id":"https://openalex.org/C111370547","wikidata":"https://www.wikidata.org/wiki/Q7451120","display_name":"Sensory cue","level":2,"score":0.4674929678440094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46491819620132446},{"id":"https://openalex.org/C2777207495","wikidata":"https://www.wikidata.org/wiki/Q2072146","display_name":"Personnel selection","level":2,"score":0.43030795454978943},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4229468107223511},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3885088264942169},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.37269407510757446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3599189519882202},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3450621962547302},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26995062828063965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11613047122955322},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.10167241096496582},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tmm.2014.2307169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2014.2307169","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:192551","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/192551","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:iris.unil.ch:iris/187144","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/187144","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_AF51C95E359A","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_AF51C95E359A","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia, vol. 16, no. 4, pp. 1018 - 1031","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:192551","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/192551","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320915","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323247","display_name":"Universit\u00e9 de Neuch\u00e2tel","ror":"https://ror.org/00vasag41"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W131086928","https://openalex.org/W140329658","https://openalex.org/W1544484417","https://openalex.org/W1584436341","https://openalex.org/W1970133551","https://openalex.org/W1977709910","https://openalex.org/W1981231682","https://openalex.org/W1986714255","https://openalex.org/W1993651458","https://openalex.org/W1994745305","https://openalex.org/W2009658355","https://openalex.org/W2026497770","https://openalex.org/W2028422222","https://openalex.org/W2034160833","https://openalex.org/W2044095076","https://openalex.org/W2053494381","https://openalex.org/W2054737930","https://openalex.org/W2058712268","https://openalex.org/W2058818389","https://openalex.org/W2063773040","https://openalex.org/W2068579079","https://openalex.org/W2069116232","https://openalex.org/W2085669808","https://openalex.org/W2089508255","https://openalex.org/W2128196319","https://openalex.org/W2129421456","https://openalex.org/W2130403448","https://openalex.org/W2132232963","https://openalex.org/W2139471585","https://openalex.org/W2141195575","https://openalex.org/W2143926884","https://openalex.org/W2148694408","https://openalex.org/W2149705496","https://openalex.org/W2151756636","https://openalex.org/W2155100223","https://openalex.org/W2162090451","https://openalex.org/W2171757151","https://openalex.org/W2189285571","https://openalex.org/W2250911494","https://openalex.org/W2911964244","https://openalex.org/W3014809487","https://openalex.org/W3121820606","https://openalex.org/W4250857377","https://openalex.org/W6605309092","https://openalex.org/W6686901170","https://openalex.org/W6775587304"],"related_works":["https://openalex.org/W2929639102","https://openalex.org/W4389009387","https://openalex.org/W3082302788","https://openalex.org/W2941248034","https://openalex.org/W3208032143","https://openalex.org/W3088612703","https://openalex.org/W1669428460","https://openalex.org/W2073300957","https://openalex.org/W2610448058","https://openalex.org/W1967317649"],"abstract_inverted_index":{"Understanding":[0],"the":[1,31,53,89,92,101,108,121,146,155,160,168,177,199,202],"basis":[2],"on":[3,198,206],"which":[4],"recruiters":[5],"form":[6],"hirability":[7,104,193],"impressions":[8,194],"for":[9,52,74,100],"a":[10,14,25,34,49,75,113,163],"job":[11,68],"applicant":[12,90,138],"is":[13],"key":[15],"issue":[16],"in":[17,176],"organizational":[18],"psychology":[19],"and":[20,42,82,91,106,127,141,181],"can":[21],"be":[22],"addressed":[23],"as":[24],"social":[26],"computing":[27],"problem.":[28],"We":[29,78,94],"approach":[30],"problem":[32],"from":[33],"face-to-face,":[35],"nonverbal":[36],"perspective":[37],"where":[38,70],"behavioral":[39,84,132],"feature":[40],"extraction":[41],"inference":[43],"are":[44],"automated.":[45],"This":[46],"paper":[47],"presents":[48],"computational":[50],"framework":[51],"automatic":[54],"prediction":[55,102],"of":[56,66,103,110,120,131,136,149,171],"hirability.":[57],"To":[58],"this":[59],"end,":[60],"we":[61,166],"collected":[62],"an":[63],"audio-visual":[64],"dataset":[65],"real":[67],"interviews":[69],"candidates":[71],"were":[72,125,134,186,195],"applying":[73],"marketing":[76],"job.":[77],"automatically":[79],"extracted":[80],"audio":[81,139],"visual":[83,143],"cues":[85,133,150],"related":[86,151],"to":[87,154,159,188],"both":[88],"interviewer.":[93,161],"then":[95],"evaluated":[96],"several":[97],"regression":[98,117],"methods":[99],"scores":[105],"showed":[107],"feasibility":[109],"conducting":[111],"such":[112],"task,":[114],"with":[115],"ridge":[116],"explaining":[118],"36.2%":[119],"variance.":[122],"Feature":[123],"groups":[124,130],"analyzed,":[126],"two":[128],"main":[129],"predictive":[135,147,169],"hirability:":[137],"features":[140],"interviewer":[142],"cues,":[144],"showing":[145],"validity":[148,170],"not":[152],"only":[153],"applicant,":[156],"but":[157],"also":[158],"As":[162],"last":[164],"step,":[165],"analyzed":[167],"psychometric":[172],"questionnaires":[173,185],"often":[174],"used":[175],"personnel":[178],"selection":[179],"process,":[180],"found":[182],"that":[183,192],"these":[184],"unable":[187],"predict":[189],"hirability,":[190],"suggesting":[191],"formed":[196],"based":[197],"interaction":[200],"during":[201],"interview":[203],"rather":[204],"than":[205],"questionnaire":[207],"data.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-25T15:57:00.446498","created_date":"2025-10-10T00:00:00"}
