{"id":"https://openalex.org/W4416707410","doi":"https://doi.org/10.1109/tcyb.2025.3634826","title":"Generative AI-Driven Ergonomics: A Virtual-Real Hybrid Experiment for Human Factors Engineering","display_name":"Generative AI-Driven Ergonomics: A Virtual-Real Hybrid Experiment for Human Factors Engineering","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W4416707410","doi":"https://doi.org/10.1109/tcyb.2025.3634826","pmid":"https://pubmed.ncbi.nlm.nih.gov/41296945"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2025.3634826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2025.3634826","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5025706580","display_name":"Peijun Ye","orcid":"https://orcid.org/0000-0001-9987-9016"},"institutions":[{"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/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijun Ye","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9987-9016","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yijia Li","orcid":"https://orcid.org/0009-0000-8046-0151"},"institutions":[{"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/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijia Li","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-8046-0151","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010869153","display_name":"Imre J. Rudas","orcid":"https://orcid.org/0000-0002-2067-8578"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Imre J. Rudas","raw_affiliation_strings":["Physiological Controls Research Center, University Research and Innovation Center, Óbuda University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2067-8578","affiliations":[{"raw_affiliation_string":"Physiological Controls Research Center, University Research and Innovation Center, Óbuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2013Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["DeSci Center of Parallel Intelligence, Óbuda University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0001-9185-3989","affiliations":[{"raw_affiliation_string":"DeSci Center of Parallel Intelligence, Óbuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I2801419141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3687,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85367416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"56","issue":"4","first_page":"2125","last_page":"2134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.7245000004768372,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.7245000004768372,"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/T13722","display_name":"Ergonomics and Human Factors","score":0.028699999675154686,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10982","display_name":"Motor Control and Adaptation","score":0.021400000900030136,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-ergonomics","display_name":"Cognitive ergonomics","score":0.7804999947547913},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6025000214576721},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5794000029563904},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5733000040054321},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5583999752998352},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.49540001153945923},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.3840999901294708},{"id":"https://openalex.org/keywords/aerospace","display_name":"Aerospace","score":0.3790000081062317},{"id":"https://openalex.org/keywords/mechatronics","display_name":"Mechatronics","score":0.34040001034736633}],"concepts":[{"id":"https://openalex.org/C35064395","wikidata":"https://www.wikidata.org/wiki/Q1093494","display_name":"Cognitive ergonomics","level":4,"score":0.7804999947547913},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6025000214576721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5924999713897705},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5794000029563904},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5733000040054321},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5583999752998352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432999730110168},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.49540001153945923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39890000224113464},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.3840999901294708},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3589000105857849},{"id":"https://openalex.org/C28704281","wikidata":"https://www.wikidata.org/wiki/Q180165","display_name":"Mechatronics","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C2779070825","wikidata":"https://www.wikidata.org/wiki/Q760434","display_name":"Augment","level":2,"score":0.3303000032901764},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33009999990463257},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3125},{"id":"https://openalex.org/C2988967680","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human engineering","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C201770970","wikidata":"https://www.wikidata.org/wiki/Q17143093","display_name":"Socio-cognitive","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.2777999937534332},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2766999900341034},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.25859999656677246},{"id":"https://openalex.org/C192327766","wikidata":"https://www.wikidata.org/wiki/Q1038799","display_name":"Cognitive robotics","level":3,"score":0.25780001282691956},{"id":"https://openalex.org/C5570062","wikidata":"https://www.wikidata.org/wiki/Q3919817","display_name":"Behavioural sciences","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C150415221","wikidata":"https://www.wikidata.org/wiki/Q40687","display_name":"Robotic arm","level":2,"score":0.25209999084472656}],"mesh":[{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008328","descriptor_name":"Man-Machine Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008328","descriptor_name":"Man-Machine Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2025.3634826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2025.3634826","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:41296945","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41296945","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1293286755","display_name":null,"funder_award_id":"0157/2024/RIA2","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G413771932","display_name":null,"funder_award_id":"0093/2023/RIA2","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G624109433","display_name":null,"funder_award_id":"T2192933","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6387635005","display_name":null,"funder_award_id":"62476270","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7153617765","display_name":null,"funder_award_id":"0145/2023/RIA3","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1991642264","https://openalex.org/W2079247256","https://openalex.org/W2104880015","https://openalex.org/W2547938471","https://openalex.org/W2592734993","https://openalex.org/W2777363140","https://openalex.org/W2999265262","https://openalex.org/W3045711040","https://openalex.org/W3198271221","https://openalex.org/W3199290409","https://openalex.org/W3205840220","https://openalex.org/W4200554356","https://openalex.org/W4206777094","https://openalex.org/W4210643650","https://openalex.org/W4226075194","https://openalex.org/W4237814589","https://openalex.org/W4242608241","https://openalex.org/W4245587674","https://openalex.org/W4289886757","https://openalex.org/W4296425724","https://openalex.org/W4312327065","https://openalex.org/W4312530461","https://openalex.org/W4312930023","https://openalex.org/W4323022460","https://openalex.org/W4380085029","https://openalex.org/W4385521786","https://openalex.org/W4386076458","https://openalex.org/W4390480904","https://openalex.org/W4391620782","https://openalex.org/W4399767952","https://openalex.org/W4399988549","https://openalex.org/W4400649833","https://openalex.org/W4401027011","https://openalex.org/W4402753792","https://openalex.org/W4404764563","https://openalex.org/W4413371291"],"related_works":[],"abstract_inverted_index":{"Ergonomics":[0],"or":[1],"human":[2,8,140,151],"factors":[3],"engineering":[4],"(HFE)":[5],"mainly":[6],"exploits":[7],"experiments":[9,99],"to":[10,31,60,65,88],"discover":[11],"one's":[12],"cognitive":[13,62,112],"and":[14,28,73,102,114,124,136,148],"behavioral":[15,115],"mechanisms.":[16],"Such":[17],"a":[18,66],"paradigm,":[19],"however,":[20],"suffers":[21],"from":[22],"the":[23,29,37,46,54,69,77,82,90,108,131,139,146],"scale":[24],"of":[25,68,120,150],"subject":[26],"group":[27],"extent":[30],"which":[32],"they":[33],"can":[34,134,144],"stand":[35],"for":[36,42,111],"whole":[38],"studied":[39],"population.":[40],"Additionally,":[41],"real-time":[43],"human-machine":[44,121],"tasks,":[45],"experiment-modeling-validation-application":[47],"path":[48],"may":[49],"not":[50],"be":[51,57],"applicable":[52],"since":[53],"experiment":[55,141],"cannot":[56],"flexibly":[58],"conducted":[59],"update":[61],"models,":[63],"leading":[64],"failure":[67],"online":[70],"system":[71],"control":[72],"management.":[74],"To":[75],"solve":[76],"dilemma,":[78],"this":[79],"article":[80],"proposes":[81],"generative":[83],"artificial":[84],"intelligence":[85],"(GAI)-driven":[86],"ergonomics":[87],"augment":[89,138],"HFE":[91],"research.":[92],"By":[93],"introducing":[94],"GAI":[95],"techniques,":[96],"virtual-real":[97],"hybrid":[98],"are":[100],"combined":[101],"supplement":[103],"more":[104],"heterogeneous":[105],"samples,":[106],"enhancing":[107],"input":[109],"diversity":[110],"modeling":[113],"learning.":[116],"The":[117],"case":[118],"studies":[119],"cooperative":[122],"driving":[123],"aerospace":[125],"robotic":[126],"arm":[127],"operation":[128],"indicate":[129],"that":[130],"innovative":[132],"paradigm":[133],"effectively":[135],"efficiently":[137],"data.":[142],"It":[143],"elevate":[145],"generality":[147],"robustness":[149],"models.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-11-27T00:00:00"}