{"id":"https://openalex.org/W4318148382","doi":"https://doi.org/10.1109/bigdata55660.2022.10020331","title":"Attention-Aware Multi-modal RNN for Deception Detection","display_name":"Attention-Aware Multi-modal RNN for Deception Detection","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4318148382","doi":"https://doi.org/10.1109/bigdata55660.2022.10020331"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020331","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-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/A5022953646","display_name":"Shun-Wen Hsiao","orcid":"https://orcid.org/0000-0003-0780-8144"},"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":true,"raw_author_name":"Shun-Wen Hsiao","raw_affiliation_strings":["National Chengchi University,Dept. of Management Information Systems,Taipei,Taiwan","Dept. of Management Information Systems, National Chengchi University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Chengchi University,Dept. of Management Information Systems,Taipei,Taiwan","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. of Management Information Systems, National Chengchi University, Taipei, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101226760","display_name":"Cheng-Yuan Sun","orcid":null},"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":"Cheng-Yuan Sun","raw_affiliation_strings":["National Chengchi University,Dept. of Management Information Systems,Taipei,Taiwan","Dept. of Management Information Systems, National Chengchi University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Chengchi University,Dept. of Management Information Systems,Taipei,Taiwan","institution_ids":["https://openalex.org/I87354575"]},{"raw_affiliation_string":"Dept. of Management Information Systems, National Chengchi University, Taipei, Taiwan","institution_ids":["https://openalex.org/I87354575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022953646"],"corresponding_institution_ids":["https://openalex.org/I87354575"],"apc_list":null,"apc_paid":null,"fwci":0.5217,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65431902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3593","last_page":"3596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12268","display_name":"Deception detection and forensic psychology","score":0.9980999827384949,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8729046583175659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7895492315292358},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5228115320205688},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5051522850990295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48568639159202576},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.47306764125823975},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4515232443809509},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34619131684303284},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3434942066669464}],"concepts":[{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.8729046583175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7895492315292358},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5228115320205688},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5051522850990295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48568639159202576},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.47306764125823975},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4515232443809509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34619131684303284},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3434942066669464},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020331","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2163833659","https://openalex.org/W2787868933","https://openalex.org/W2789851222","https://openalex.org/W2798536775","https://openalex.org/W2903923191","https://openalex.org/W2912901275","https://openalex.org/W2940935336","https://openalex.org/W2963597768","https://openalex.org/W3049563635","https://openalex.org/W3082553396","https://openalex.org/W3100513545","https://openalex.org/W3104334879","https://openalex.org/W3121013280"],"related_works":["https://openalex.org/W2165717120","https://openalex.org/W2377237701","https://openalex.org/W2360099860","https://openalex.org/W2039390456","https://openalex.org/W1583826057","https://openalex.org/W2352463596","https://openalex.org/W2948663225","https://openalex.org/W2380850119","https://openalex.org/W2101450440","https://openalex.org/W2383675217"],"abstract_inverted_index":{"Nowadays,":[0],"various":[1],"video":[2,12],"data":[3],"are":[4],"springing":[5],"up.":[6],"In":[7],"the":[8,36,60,66],"field":[9],"of":[10,68,85],"human-centric":[11],"analysis,":[13],"deception":[14,27],"detection":[15,28,61],"becomes":[16],"a":[17,33,41],"crucial":[18],"issue":[19],"to":[20,23],"us.":[21],"Thanks":[22],"AI":[24],"development,":[25],"automated":[26],"has":[29],"been":[30],"researched":[31],"for":[32],"while.":[34],"Nonetheless,":[35],"mainstream":[37],"techniques":[38],"work":[39],"as":[40,77],"black":[42],"box,":[43],"which":[44,58,81],"is":[45],"unexplainable.":[46],"This":[47],"paper":[48],"presents":[49],"an":[50,78],"attention":[51],"mechanism":[52],"on":[53],"visual":[54],"and":[55,74],"audio":[56],"features,":[57],"makes":[59],"interpretable.":[62],"Besides,":[63],"we":[64],"embrace":[65],"approach":[67],"multi-modal":[69],"by":[70],"combining":[71],"visual,":[72],"audio,":[73],"transcription":[75],"features":[76],"ensemble":[79],"model,":[80],"can":[82],"achieve":[83],"96%":[84],"accuracy.":[86]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T06:02:16.177343","created_date":"2025-10-10T00:00:00"}