{"id":"https://openalex.org/W2564068158","doi":"https://doi.org/10.1109/tifs.2016.2639344","title":"Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities","display_name":"Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities","publication_year":2016,"publication_date":"2016-12-13","ids":{"openalex":"https://openalex.org/W2564068158","doi":"https://doi.org/10.1109/tifs.2016.2639344","mag":"2564068158"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2016.2639344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2016.2639344","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5020093775","display_name":"Mohamed Abouelenien","orcid":"https://orcid.org/0000-0001-5351-5778"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohamed Abouelenien","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007955173","display_name":"Ver\u00f3nica P\u00e9rez\u2010Rosas","orcid":"https://orcid.org/0000-0003-0581-2334"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veronica Perez-Rosas","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082450455","display_name":"Rada Mihalcea","orcid":"https://orcid.org/0000-0002-0767-6703"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rada Mihalcea","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070726773","display_name":"Mihai Burzo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092198","display_name":"University of Michigan\u2013Flint","ror":"https://ror.org/01c3xc117","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092198"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mihai Burzo","raw_affiliation_strings":["Mechanical Engineering, University of Michigan\u2013Flint, Flint, MI, USA"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, University of Michigan\u2013Flint, Flint, MI, USA","institution_ids":["https://openalex.org/I4210092198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020093775"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":11.9923,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.98648053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"12","issue":"5","first_page":"1042","last_page":"1055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":1.0,"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"}},{"id":"https://openalex.org/T10565","display_name":"Psychopathy, Forensic Psychiatry, Sexual Offending","score":0.9916999936103821,"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/T10734","display_name":"Information and Cyber Security","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.9158874750137329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155269622802734},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.636664867401123},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6145311594009399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5824766755104065},{"id":"https://openalex.org/keywords/lie-detection","display_name":"Lie detection","score":0.5445355176925659},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5266756415367126},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5059306025505066},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5058974623680115},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4402253031730652},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.4213476777076721},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35718250274658203},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12041029334068298},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.07575029134750366}],"concepts":[{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.9158874750137329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155269622802734},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.636664867401123},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6145311594009399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5824766755104065},{"id":"https://openalex.org/C2776437466","wikidata":"https://www.wikidata.org/wiki/Q60920","display_name":"Lie detection","level":3,"score":0.5445355176925659},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5266756415367126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5059306025505066},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5058974623680115},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4402253031730652},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.4213476777076721},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35718250274658203},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12041029334068298},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.07575029134750366},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2016.2639344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2016.2639344","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G1110025683","display_name":null,"funder_award_id":"1344257","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2778423969","display_name":null,"funder_award_id":"12475008","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G5721290465","display_name":null,"funder_award_id":"1355633","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7813938375","display_name":null,"funder_award_id":"48503","funder_id":"https://openalex.org/F4320306193","funder_display_name":"John Templeton Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306193","display_name":"John Templeton Foundation","ror":"https://ror.org/035tnyy05"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W8071169","https://openalex.org/W149261206","https://openalex.org/W176729393","https://openalex.org/W1495872469","https://openalex.org/W1809872410","https://openalex.org/W1936564764","https://openalex.org/W1971020201","https://openalex.org/W1978590488","https://openalex.org/W1984731574","https://openalex.org/W2013399268","https://openalex.org/W2029532387","https://openalex.org/W2033819227","https://openalex.org/W2039708603","https://openalex.org/W2049380974","https://openalex.org/W2089594500","https://openalex.org/W2097860239","https://openalex.org/W2099504862","https://openalex.org/W2101312316","https://openalex.org/W2106165737","https://openalex.org/W2113330110","https://openalex.org/W2113335527","https://openalex.org/W2114834874","https://openalex.org/W2124637344","https://openalex.org/W2124821580","https://openalex.org/W2126443908","https://openalex.org/W2130103520","https://openalex.org/W2131540062","https://openalex.org/W2140910804","https://openalex.org/W2141870909","https://openalex.org/W2144987250","https://openalex.org/W2145005293","https://openalex.org/W2145494710","https://openalex.org/W2153304693","https://openalex.org/W2163833659","https://openalex.org/W2164151453","https://openalex.org/W2165737454","https://openalex.org/W2167400262","https://openalex.org/W2170368964","https://openalex.org/W2251550834","https://openalex.org/W2251656361","https://openalex.org/W2489406233","https://openalex.org/W3150894447","https://openalex.org/W4248892918","https://openalex.org/W4254060971","https://openalex.org/W6607182440","https://openalex.org/W6675724885","https://openalex.org/W6678444979","https://openalex.org/W6678898446","https://openalex.org/W6679388247","https://openalex.org/W6681385079","https://openalex.org/W6691681297"],"related_works":["https://openalex.org/W2044416304","https://openalex.org/W2161427610","https://openalex.org/W4220793721","https://openalex.org/W3194813693","https://openalex.org/W1513523940","https://openalex.org/W8328844","https://openalex.org/W616960231","https://openalex.org/W2911399755","https://openalex.org/W1487133565","https://openalex.org/W2066202740"],"abstract_inverted_index":{"Deception":[0],"detection":[1,32,68,148],"has":[2],"received":[3],"an":[4],"increasing":[5],"amount":[6],"of":[7,17,77],"attention":[8],"in":[9,57,124],"recent":[10],"years,":[11],"due":[12],"to":[13,30,48,96,114],"the":[14,51,55,91,118],"significant":[15],"growth":[16],"digital":[18],"media,":[19],"as":[20,22],"well":[21],"increased":[23],"ethical":[24],"and":[25,40,53,81,86,100,144],"security":[26],"concerns.":[27],"Earlier":[28],"approaches":[29],"deception":[31,67,147],"were":[33],"mainly":[34],"focused":[35],"on":[36,42,72,93],"law":[37],"enforcement":[38],"applications":[39],"relied":[41],"polygraph":[43],"tests,":[44],"which":[45],"had":[46],"proved":[47],"falsely":[49],"accuse":[50],"innocent":[52],"free":[54],"guilty":[56],"multiple":[58,83],"cases.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"explore":[64],"a":[65,73,110,136,141],"multimodal":[66,79,133],"approach":[69,134],"that":[70,120,131],"relies":[71],"novel":[74],"data":[75],"set":[76],"149":[78],"recordings,":[80],"integrates":[82],"physiological,":[84],"linguistic,":[85],"thermal":[87],"features.":[88],"We":[89,104],"test":[90],"system":[92],"different":[94],"domains,":[95],"measure":[97],"its":[98,102],"effectiveness":[99],"determine":[101],"limitations.":[103],"also":[105],"perform":[106],"feature":[107],"analysis":[108],"using":[109],"decision":[111],"tree":[112],"model,":[113],"gain":[115],"insights":[116],"into":[117],"features":[119],"are":[121],"most":[122],"effective":[123],"detecting":[125],"deceit.":[126],"Our":[127],"experimental":[128],"results":[129],"indicate":[130],"our":[132],"is":[135],"promising":[137],"step":[138],"toward":[139],"creating":[140],"feasible,":[142],"non-invasive,":[143],"fully":[145],"automated":[146],"system.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}