{"id":"https://openalex.org/W4396948909","doi":"https://doi.org/10.1080/10447318.2024.2352224","title":"The Impact of Visual and Kinesthetic Motor Imagery on Mental Fatigue and Classification Performance in Untrained Participants","display_name":"The Impact of Visual and Kinesthetic Motor Imagery on Mental Fatigue and Classification Performance in Untrained Participants","publication_year":2024,"publication_date":"2024-05-16","ids":{"openalex":"https://openalex.org/W4396948909","doi":"https://doi.org/10.1080/10447318.2024.2352224"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2024.2352224","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2352224","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5001455410","display_name":"Cheng Yang","orcid":"https://orcid.org/0000-0002-1783-4760"},"institutions":[{"id":"https://openalex.org/I4210096345","display_name":"City University","ror":"https://ror.org/00r1j9q42","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096345"]},{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["BD","CN"],"is_corresponding":false,"raw_author_name":"Cheng Yang","raw_affiliation_strings":["Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","Department of Industrial Design, Hangzhou City University","Department of Industrial Design, Hangzhou City University, Hangzhou, China","Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University","institution_ids":["https://openalex.org/I4210096345","https://openalex.org/I4400573310"]},{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]},{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104301501","display_name":"Zhekun Chen","orcid":"https://orcid.org/0009-0001-8297-5420"},"institutions":[{"id":"https://openalex.org/I4210096345","display_name":"City University","ror":"https://ror.org/00r1j9q42","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096345"]},{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Zhekun Chen","raw_affiliation_strings":["Department of Industrial Design, Hangzhou City University","Department of Industrial Design, Hangzhou City University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University","institution_ids":["https://openalex.org/I4210096345","https://openalex.org/I4400573310"]},{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007461905","display_name":"Shiyu Wang","orcid":"https://orcid.org/0000-0001-9996-0420"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyu Wang","raw_affiliation_strings":["Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363615","display_name":"Zhichao Zhang","orcid":"https://orcid.org/0000-0002-7827-3119"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Zhang","raw_affiliation_strings":["Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101553421","display_name":"Lei Kong","orcid":"https://orcid.org/0000-0003-2847-8666"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Kong","raw_affiliation_strings":["Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100386479","display_name":"Xiaoyu Chen","orcid":"https://orcid.org/0000-0001-9688-0804"},"institutions":[{"id":"https://openalex.org/I4210096345","display_name":"City University","ror":"https://ror.org/00r1j9q42","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210096345"]},{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["BD","CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Chen","raw_affiliation_strings":["Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","Department of Industrial Design, Hangzhou City University","Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","Department of Industrial Design, Hangzhou City University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University","institution_ids":["https://openalex.org/I4210096345","https://openalex.org/I4400573310"]},{"raw_affiliation_string":"Department of Industrial Design, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Department of Industrial Design, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I4400573310"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104301501"],"corresponding_institution_ids":["https://openalex.org/I4210096345","https://openalex.org/I4400573310"],"apc_list":null,"apc_paid":null,"fwci":0.6887,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66536458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"41","issue":"8","first_page":"4594","last_page":"4608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kinesthetic-learning","display_name":"Kinesthetic learning","score":0.8754744529724121},{"id":"https://openalex.org/keywords/mental-image","display_name":"Mental image","score":0.7770282030105591},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7430678606033325},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6484241485595703},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.5213342905044556},{"id":"https://openalex.org/keywords/mental-fatigue","display_name":"Mental fatigue","score":0.4312700033187866},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3841542601585388},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.32932326197624207},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.2690734267234802},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.26120519638061523},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2253323495388031},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.17268449068069458},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.16557717323303223},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15355423092842102},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.11845499277114868}],"concepts":[{"id":"https://openalex.org/C55457006","wikidata":"https://www.wikidata.org/wiki/Q3647098","display_name":"Kinesthetic learning","level":2,"score":0.8754744529724121},{"id":"https://openalex.org/C4051589","wikidata":"https://www.wikidata.org/wiki/Q860959","display_name":"Mental image","level":3,"score":0.7770282030105591},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7430678606033325},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6484241485595703},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5213342905044556},{"id":"https://openalex.org/C2982735371","wikidata":"https://www.wikidata.org/wiki/Q9690","display_name":"Mental fatigue","level":2,"score":0.4312700033187866},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3841542601585388},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.32932326197624207},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2690734267234802},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.26120519638061523},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2253323495388031},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.17268449068069458},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.16557717323303223},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15355423092842102},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.11845499277114868}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2024.2352224","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2352224","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5077550646","display_name":null,"funder_award_id":"TGY24F030005","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1596040508","https://openalex.org/W1971331662","https://openalex.org/W1974666382","https://openalex.org/W1991919071","https://openalex.org/W2013784906","https://openalex.org/W2013926069","https://openalex.org/W2026519496","https://openalex.org/W2032711351","https://openalex.org/W2033915348","https://openalex.org/W2050520350","https://openalex.org/W2058112246","https://openalex.org/W2088564476","https://openalex.org/W2100942998","https://openalex.org/W2108824330","https://openalex.org/W2136022845","https://openalex.org/W2141462993","https://openalex.org/W2146182319","https://openalex.org/W2153221439","https://openalex.org/W2168116598","https://openalex.org/W2316889938","https://openalex.org/W2401497722","https://openalex.org/W2491407016","https://openalex.org/W2551178936","https://openalex.org/W2570802757","https://openalex.org/W2579934713","https://openalex.org/W2627022577","https://openalex.org/W2773950431","https://openalex.org/W2780834797","https://openalex.org/W2793531120","https://openalex.org/W2808098316","https://openalex.org/W2887397374","https://openalex.org/W2898619985","https://openalex.org/W2906965193","https://openalex.org/W2909905004","https://openalex.org/W2920993277","https://openalex.org/W2937125379","https://openalex.org/W2942905092","https://openalex.org/W2954548903","https://openalex.org/W2958007147","https://openalex.org/W2970520133","https://openalex.org/W2986226596","https://openalex.org/W3008564075","https://openalex.org/W3015809204","https://openalex.org/W3042085684","https://openalex.org/W3089821119","https://openalex.org/W3102856398","https://openalex.org/W3121776245","https://openalex.org/W3124182058","https://openalex.org/W3135670473","https://openalex.org/W3148140065","https://openalex.org/W3151857920","https://openalex.org/W3175503892","https://openalex.org/W3179404966","https://openalex.org/W3187462414","https://openalex.org/W3206074366","https://openalex.org/W3206745172","https://openalex.org/W3215212046","https://openalex.org/W4207017281","https://openalex.org/W4223478649","https://openalex.org/W4225277380","https://openalex.org/W4226081135","https://openalex.org/W4232944527","https://openalex.org/W4250340983","https://openalex.org/W4283021656","https://openalex.org/W4293765845","https://openalex.org/W4296015251","https://openalex.org/W4296397801","https://openalex.org/W4303982406","https://openalex.org/W4307844966","https://openalex.org/W4312067608","https://openalex.org/W4315436028","https://openalex.org/W4318540822","https://openalex.org/W4367053698","https://openalex.org/W6678323213"],"related_works":["https://openalex.org/W3111440524","https://openalex.org/W2558272010","https://openalex.org/W2029915051","https://openalex.org/W2375170451","https://openalex.org/W1544510630","https://openalex.org/W2792581730","https://openalex.org/W1767959479","https://openalex.org/W2048356101","https://openalex.org/W97578533","https://openalex.org/W4387183331"],"abstract_inverted_index":{"Motor":[0],"imagery":[1,60,65],"(MI)":[2],"is":[3,30],"a":[4,34,79,124,181],"critical":[5],"component":[6],"of":[7,16,45,121,160],"Brain-Computer":[8],"Interface":[9],"(BCI)":[10],"technology,":[11],"but":[12],"the":[13,26,43,88,92,99,119,130,134,142,146,167],"effective":[14],"use":[15,39],"MI-BCI":[17],"requires":[18],"significant":[19],"user":[20,183],"training.":[21],"In":[22,152],"order":[23],"to":[24,32,38,56,107,141,154,171,179],"improve":[25,189],"training":[27,49,190],"effect,":[28],"it":[29],"necessary":[31],"choose":[33],"stable":[35],"and":[36,62,72,82,98,112,188],"easy":[37],"paradigm.":[40,169],"To":[41],"explore":[42],"effects":[44],"different":[46],"paradigms":[47],"on":[48],"effectiveness,":[50],"18":[51],"untrained":[52],"participants":[53,122,156,178],"were":[54,76,105],"recruited":[55],"perform":[57],"kinesthetic":[58],"motor":[59,64],"(KMI)":[61],"visual":[63],"(VMI)":[66],"experiments.":[67],"The":[68,115],"participants'":[69],"subjective":[70,80],"vividness":[71],"mental":[73],"fatigue":[74,187],"levels":[75,159],"measured":[77],"using":[78],"scale":[81],"(\u03b8":[83],"+":[84],"\u03b1)/\u03b2":[85],"value":[86],"in":[87,129,166],"experiments,":[89],"respectively.":[90],"Additionally,":[91],"Common":[93],"Spatial":[94],"Pattern":[95],"(CSP)":[96],"algorithm":[97,104],"Support":[100],"Vector":[101],"Machine":[102],"(SVM)":[103],"used":[106],"extract":[108],"EEG":[109],"signal":[110],"features":[111],"classify":[113],"them.":[114],"results":[116],"showed":[117,163],"that":[118],"majority":[120],"demonstrated":[123],"greater":[125],"aptitude":[126],"for":[127],"excelling":[128],"VMI":[131,173],"paradigm,":[132,144],"where":[133,145],"average":[135,147],"accuracy":[136,148],"rate":[137,149],"was":[138,150],"84.7%,":[139],"compared":[140],"KMI":[143,168],"79.6%.":[151],"addition":[153],"this,":[155],"with":[157,185],"higher":[158],"sports":[161],"proficiency":[162],"better":[164,182],"adaptability":[165],"Compared":[170],"KMI,":[172],"can":[174],"enable":[175],"most":[176],"inexperienced":[177],"achieve":[180],"experience":[184],"less":[186],"performance.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2024-05-17T00:00:00"}