{"id":"https://openalex.org/W4396817311","doi":"https://doi.org/10.1109/taffc.2024.3399328","title":"EmoTake: Exploring Drivers\u2019 Emotion for Takeover Behavior Prediction","display_name":"EmoTake: Exploring Drivers\u2019 Emotion for Takeover Behavior Prediction","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4396817311","doi":"https://doi.org/10.1109/taffc.2024.3399328"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2024.3399328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2024.3399328","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","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/A5100352646","display_name":"Yu Gu","orcid":"https://orcid.org/0000-0001-6939-0850"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Gu","raw_affiliation_strings":["I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6939-0850","affiliations":[{"raw_affiliation_string":"I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113204490","display_name":"Yibing Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibing Weng","raw_affiliation_strings":["I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0008-5267-5807","affiliations":[{"raw_affiliation_string":"I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028665031","display_name":"Yantong Wang","orcid":"https://orcid.org/0000-0001-8645-1272"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yantong Wang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-8645-1272","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091955304","display_name":"Meng Wang","orcid":"https://orcid.org/0009-0002-2044-5536"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-9007-2670","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081656482","display_name":"Guohang Zhuang","orcid":"https://orcid.org/0000-0002-4744-7841"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohang Zhuang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-4744-7841","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100928377","display_name":"Jinyang Huang","orcid":"https://orcid.org/0000-0001-5483-2812"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Huang","raw_affiliation_strings":["School of Computer and Information, Hefei University of Technology, Hefei, China","I Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0001-5483-2812","affiliations":[{"raw_affiliation_string":"School of Computer and Information, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"I Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067939855","display_name":"Xiaolan Peng","orcid":"https://orcid.org/0000-0001-9240-8510"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolan Peng","raw_affiliation_strings":["Institute of Software, Chinese Academy of Sciences, Beijing, China","I Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0001-9240-8510","affiliations":[{"raw_affiliation_string":"Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I19820366"]},{"raw_affiliation_string":"I Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809829","display_name":"Liang Luo","orcid":"https://orcid.org/0000-0003-4222-7986"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Luo","raw_affiliation_strings":["I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-4222-7986","affiliations":[{"raw_affiliation_string":"I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071943346","display_name":"Fuji Ren","orcid":"https://orcid.org/0000-0003-4860-9184"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuji Ren","raw_affiliation_strings":["I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-4860-9184","affiliations":[{"raw_affiliation_string":"I<sup>+</sup> Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"I+ Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100352646"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.9794,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.70730403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"2112","last_page":"2127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.6965000033378601,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.6965000033378601,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.6777999997138977,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.6402999758720398,"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/psychology","display_name":"Psychology","score":0.5651400685310364},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.445997953414917},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.42011559009552},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.4183007478713989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37387293577194214}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5651400685310364},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.445997953414917},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.42011559009552},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4183007478713989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37387293577194214}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2024.3399328","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2024.3399328","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1198252587","https://openalex.org/W1534557070","https://openalex.org/W1971550682","https://openalex.org/W1973003216","https://openalex.org/W2004336567","https://openalex.org/W2019608648","https://openalex.org/W2054093967","https://openalex.org/W2076905378","https://openalex.org/W2106390385","https://openalex.org/W2115549353","https://openalex.org/W2123440107","https://openalex.org/W2124767042","https://openalex.org/W2137897983","https://openalex.org/W2149628368","https://openalex.org/W2284188655","https://openalex.org/W2285970137","https://openalex.org/W2301212998","https://openalex.org/W2341528187","https://openalex.org/W2396542925","https://openalex.org/W2523907792","https://openalex.org/W2585027817","https://openalex.org/W2604255570","https://openalex.org/W2610468089","https://openalex.org/W2738385388","https://openalex.org/W2743280949","https://openalex.org/W2743586243","https://openalex.org/W2766570677","https://openalex.org/W2792814263","https://openalex.org/W2795577589","https://openalex.org/W2807126412","https://openalex.org/W2809859246","https://openalex.org/W2897116538","https://openalex.org/W2899146968","https://openalex.org/W2943337555","https://openalex.org/W2947652593","https://openalex.org/W2963265461","https://openalex.org/W2991158485","https://openalex.org/W3003266444","https://openalex.org/W3005904581","https://openalex.org/W3005933620","https://openalex.org/W3042183479","https://openalex.org/W3044413741","https://openalex.org/W3084432810","https://openalex.org/W3084990862","https://openalex.org/W3094387283","https://openalex.org/W3101998545","https://openalex.org/W3123894539","https://openalex.org/W3135221627","https://openalex.org/W3163608763","https://openalex.org/W3173280915","https://openalex.org/W3184621130","https://openalex.org/W3202963048","https://openalex.org/W4223559499","https://openalex.org/W4225100516","https://openalex.org/W4230663951","https://openalex.org/W4241591803","https://openalex.org/W4256197684","https://openalex.org/W4280651002","https://openalex.org/W4322706756","https://openalex.org/W4387561305","https://openalex.org/W4388208108","https://openalex.org/W6647034790","https://openalex.org/W6745935785","https://openalex.org/W6857279128"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2010073985","https://openalex.org/W2125567365"],"abstract_inverted_index":{"The":[0,70],"blossoming":[1],"semi-automated":[2],"vehicles":[3],"allow":[4],"drivers":[5],"to":[6,34,62],"engage":[7],"in":[8],"various":[9],"non-driving-related":[10],"tasks,":[11],"which":[12],"may":[13],"stimulate":[14],"diverse":[15,126],"emotions,":[16],"thus":[17],"affecting":[18],"takeover":[19,27,43,64,135],"safety.":[20],"Though":[21],"the":[22,111],"effects":[23],"of":[24,113],"emotion":[25,139],"on":[26,128],"behavior":[28,44],"have":[29,125],"recently":[30],"been":[31],"examined,":[32],"how":[33],"effectively":[35],"obtain":[36],"and":[37,59,68,87,94,100,115,137],"utilize":[38],"drivers'":[39,57,80,91],"emotions":[40,124],"for":[41,103],"predicting":[42],"remains":[45],"largely":[46],"unexplored.":[47],"We":[48],"propose":[49],"EmoTake,":[50],"a":[51,74,85],"deep":[52,75],"learning-empowered":[53],"system":[54],"that":[55,78],"explores":[56],"emotional":[58,93],"physical":[60,95],"states":[61],"predict":[63],"readiness,":[65],"reaction":[66],"time,":[67],"quality.":[69],"key":[71],"enabler":[72],"is":[73],"neural":[76],"framework":[77],"extracts":[79],"fine-grained":[81],"body":[82],"movements":[83],"from":[84],"camera":[86],"interprets":[88],"them":[89],"into":[90,134],"multi-channel":[92],"information":[96],"(e.g.,":[97],"facial":[98,119],"expression,":[99],"head":[101],"pose)":[102],"prediction.":[104],"Our":[105,130],"study":[106],"(N":[107],"=":[108],"26)":[109],"verifies":[110],"efficiency":[112],"EmoTake":[114],"shows":[116],"that:":[117],"1)":[118],"expression":[120],"benefits":[121],"prediction;":[122],"2)":[123],"impacts":[127],"takeovers.":[129],"findings":[131],"provide":[132],"insights":[133],"prediction":[136],"in-vehicle":[138],"regulation.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}