{"id":"https://openalex.org/W2396312609","doi":"https://doi.org/10.1145/2909132.2909278","title":"Influence of Error Rate on Frustration of BCI Users","display_name":"Influence of Error Rate on Frustration of BCI Users","publication_year":2016,"publication_date":"2016-05-25","ids":{"openalex":"https://openalex.org/W2396312609","doi":"https://doi.org/10.1145/2909132.2909278","mag":"2396312609"},"language":"en","primary_location":{"id":"doi:10.1145/2909132.2909278","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2909132.2909278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Working Conference on Advanced Visual Interfaces","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01388552","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025024194","display_name":"And\u00e9ol \u00c9vain","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"And\u00e9ol \u00c9vain","raw_affiliation_strings":["Universit\u00e9 de Rennes 1","Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Rennes 1","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057100275","display_name":"Ferran Argelaguet","orcid":"https://orcid.org/0000-0002-6160-8015"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ferran Argelaguet","raw_affiliation_strings":["Inria","Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025171830","display_name":"Anthony Strock","orcid":"https://orcid.org/0000-0002-6725-561X"},"institutions":[{"id":"https://openalex.org/I4210146044","display_name":"\u00c9cole Normale Sup\u00e9rieure de Rennes","ror":"https://ror.org/03rxtdc22","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210146044","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anthony Strock","raw_affiliation_strings":["ENS Rennes"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS Rennes","institution_ids":["https://openalex.org/I4210146044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018780651","display_name":"Nicolas Roussel","orcid":"https://orcid.org/0000-0003-3457-9826"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Roussel","raw_affiliation_strings":["Inria","MJOLNIR - Computing tools to empower users (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"MJOLNIR - Computing tools to empower users (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074124908","display_name":"G\u00e9ry Casiez","orcid":"https://orcid.org/0000-0003-1905-815X"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G\u00e9ry Casiez","raw_affiliation_strings":["Universit\u00e9 de Lille","MJOLNIR - Computing tools to empower users (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lille","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"MJOLNIR - Computing tools to empower users (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090150936","display_name":"Anatole L\u00e9cuyer","orcid":"https://orcid.org/0000-0002-1409-244X"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anatole L\u00e9cuyer","raw_affiliation_strings":["Inria","Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Hybrid - 3D interaction with virtual environments using body and mind (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5046,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.6614364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9939000010490417,"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/T13471","display_name":"Cognitive Functions and Memory","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.9274652004241943},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.6855077743530273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6385630369186401},{"id":"https://openalex.org/keywords/frustration","display_name":"Frustration","score":0.5534055829048157},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4446147084236145},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.343746542930603},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3204166889190674},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.294517457485199},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16039517521858215},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07345598936080933}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9274652004241943},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.6855077743530273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6385630369186401},{"id":"https://openalex.org/C38710091","wikidata":"https://www.wikidata.org/wiki/Q192242","display_name":"Frustration","level":2,"score":0.5534055829048157},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4446147084236145},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.343746542930603},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3204166889190674},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.294517457485199},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16039517521858215},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07345598936080933}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2909132.2909278","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2909132.2909278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Working Conference on Advanced Visual Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01388552v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01388552","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AVI'16 - International Working Conference on Advanced Visual Interfaces, Jun 2016, Bari, Italy. pp.248--251, ⟨10.1145/2909132.2909278⟩","raw_type":"Conference papers"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/24664","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/24664","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01388552v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01388552","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AVI'16 - International Working Conference on Advanced Visual Interfaces, Jun 2016, Bari, Italy. pp.248--251, ⟨10.1145/2909132.2909278⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W39472335","https://openalex.org/W236310616","https://openalex.org/W2034610220","https://openalex.org/W2040845182","https://openalex.org/W2092207592","https://openalex.org/W2100555081","https://openalex.org/W2106931201","https://openalex.org/W2121538726","https://openalex.org/W2128213565","https://openalex.org/W2134522855","https://openalex.org/W2135438937","https://openalex.org/W2151506572","https://openalex.org/W2165996021","https://openalex.org/W3020978940","https://openalex.org/W6679756240"],"related_works":["https://openalex.org/W2309273277","https://openalex.org/W2061937230","https://openalex.org/W1574295218","https://openalex.org/W113247760","https://openalex.org/W1967477266","https://openalex.org/W2547793174","https://openalex.org/W2070212102","https://openalex.org/W2544241817","https://openalex.org/W2914603036","https://openalex.org/W2158882055"],"abstract_inverted_index":{"Brain-Computer":[0],"Interfaces":[1],"(BCIs)":[2],"are":[3],"still":[4],"much":[5],"less":[6],"reliable":[7],"than":[8],"other":[9],"input":[10],"devices.":[11],"The":[12],"error":[13,43,53,88,104],"rates":[14],"of":[15,34,42,66,90,103,123],"BCIs":[16],"range":[17],"from":[18],"5%":[19],"up":[20],"to":[21,39,113],"60%.":[22],"In":[23],"this":[24,94],"paper,":[25],"we":[26,110],"assess":[27],"the":[28,52,70,87,91,120],"subjective":[29],"frustration,":[30],"motivation,":[31],"and":[32,73],"fatigue":[33],"BCI":[35,48,67],"users,":[36],"when":[37,119],"confronted":[38],"different":[40],"levels":[41],"rate.":[44,105],"We":[45,79],"conducted":[46],"a":[47,63,75],"experiment":[49],"in":[50,77],"which":[51],"rate":[54,89],"was":[55],"artificially":[56],"controlled.":[57],"Our":[58],"results":[59],"first":[60],"show":[61],"that":[62,82],"prolonged":[64],"use":[65],"significantly":[68],"increases":[69,85],"perceived":[71],"fatigue,":[72],"induces":[74],"drop":[76],"motivation.":[78],"also":[80],"found":[81],"user":[83,115],"frustration":[84],"with":[86],"system":[92],"but":[93],"increase":[95],"does":[96],"not":[97],"seem":[98],"critical":[99],"for":[100,107],"small":[101],"differences":[102],"Thus,":[106],"future":[108],"BCIs,":[109],"would":[111],"advise":[112],"favor":[114],"comfort":[116],"over":[117],"accuracy":[118,124],"potential":[121],"gain":[122],"remains":[125],"small.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}