{"id":"https://openalex.org/W7166357899","doi":"https://doi.org/10.1145/3807968.3810932","title":"Evaluating Real-Time Adaptive Interfaces through EEG-derived and Self-reported Mental Workload Indicators","display_name":"Evaluating Real-Time Adaptive Interfaces through EEG-derived and Self-reported Mental Workload Indicators","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166357899","doi":"https://doi.org/10.1145/3807968.3810932"},"language":null,"primary_location":{"id":"doi:10.1145/3807968.3810932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807968.3810932","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 18th ACM SIGCHI Symposium on Engineering Interactive Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3807968.3810932","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028283480","display_name":"Saravanakumar Duraisamy","orcid":"https://orcid.org/0000-0002-8691-4991"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Saravanakumar Duraisamy","raw_affiliation_strings":["Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-8691-4991","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029268860","display_name":"Nuwan T. Attygalle","orcid":"https://orcid.org/0000-0001-8498-1923"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nuwan T Attygalle","raw_affiliation_strings":["Louvain Research Institute in Management and Organizations, Universit\u00e9 catholique de Louvain, Louvain-la-neuve, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8498-1923","affiliations":[{"raw_affiliation_string":"Louvain Research Institute in Management and Organizations, Universit\u00e9 catholique de Louvain, Louvain-la-neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009730048","display_name":"Parvin Emami","orcid":"https://orcid.org/0009-0001-0347-6616"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Parvin Emami","raw_affiliation_strings":["Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0009-0001-0347-6616","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043868402","display_name":"Jean Vanderdonckt","orcid":"https://orcid.org/0000-0003-3275-3333"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean Vanderdonckt","raw_affiliation_strings":["Louvain Research Institute in Management and Organizations, Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Walloon Region, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-3275-3333","affiliations":[{"raw_affiliation_string":"Louvain Research Institute in Management and Organizations, Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Walloon Region, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017930924","display_name":"Luis A. Leiva","orcid":"https://orcid.org/0000-0002-5011-1847"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Luis A. Leiva","raw_affiliation_strings":["Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-5011-1847","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Luxembourg, Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84236698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"40","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.5532000064849854,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.5532000064849854,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.11050000041723251,"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/T10470","display_name":"Usability and User Interface Design","score":0.08550000190734863,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/workload","display_name":"Workload","score":0.7904999852180481},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6471999883651733},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6148999929428101},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5468000173568726},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5273000001907349},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4812999963760376},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4657999873161316},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.43810001015663147},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.41179999709129333}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7904999852180481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819000244140625},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6471999883651733},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6148999929428101},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5842000246047974},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5468000173568726},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5273000001907349},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4812999963760376},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4657999873161316},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43810001015663147},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.41179999709129333},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.37599998712539673},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.37439998984336853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.31439998745918274},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29409998655319214},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.27810001373291016},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.271699994802475},{"id":"https://openalex.org/C68784500","wikidata":"https://www.wikidata.org/wiki/Q1570691","display_name":"Adaptive behavior","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3807968.3810932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807968.3810932","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 18th ACM SIGCHI Symposium on Engineering Interactive Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3807968.3810932","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3807968.3810932","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 18th ACM SIGCHI Symposium on Engineering Interactive Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6554818749427795,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W884650706","https://openalex.org/W1534532877","https://openalex.org/W1964660731","https://openalex.org/W2009989063","https://openalex.org/W2014623060","https://openalex.org/W2019887239","https://openalex.org/W2025210939","https://openalex.org/W2029517603","https://openalex.org/W2051307187","https://openalex.org/W2063668260","https://openalex.org/W2070199076","https://openalex.org/W2082639297","https://openalex.org/W2085571744","https://openalex.org/W2098330912","https://openalex.org/W2113412631","https://openalex.org/W2122311608","https://openalex.org/W2151905266","https://openalex.org/W2157080893","https://openalex.org/W2157289187","https://openalex.org/W2207077672","https://openalex.org/W2368869802","https://openalex.org/W2490606569","https://openalex.org/W2530704949","https://openalex.org/W2605382099","https://openalex.org/W2615227392","https://openalex.org/W2761366009","https://openalex.org/W2789972732","https://openalex.org/W2967625944","https://openalex.org/W3135693549","https://openalex.org/W3186895851","https://openalex.org/W3194482691","https://openalex.org/W3199395343","https://openalex.org/W4223434129","https://openalex.org/W4224105048","https://openalex.org/W4245662285","https://openalex.org/W4280622938","https://openalex.org/W4293659335","https://openalex.org/W4318618520","https://openalex.org/W4321105990","https://openalex.org/W4376226113","https://openalex.org/W4377249451","https://openalex.org/W4396834808","https://openalex.org/W4402967630","https://openalex.org/W4405000865","https://openalex.org/W4408550627","https://openalex.org/W4408946682","https://openalex.org/W4410530311","https://openalex.org/W4413758992","https://openalex.org/W4415427647"],"related_works":[],"abstract_inverted_index":{"Adaptive":[0],"information":[1],"visualization":[2],"(InfoVis)":[3],"systems":[4],"aim":[5],"to":[6,14],"reduce":[7],"cognitive":[8,37],"burden":[9],"by":[10],"tailoring":[11],"the":[12,15,43,53,107,151],"interface":[13,73],"user\u2019s":[16],"needs.":[17],"Yet":[18],"their":[19],"evaluation":[20],"typically":[21],"relies":[22],"on":[23],"subjective,":[24],"post-task":[25],"measures":[26,98,121],"that":[27,90,117],"lack":[28],"temporal":[29],"resolution":[30],"and":[31,48,83,119,132,144],"may":[32],"not":[33],"fully":[34],"capture":[35,122],"nuanced":[36],"processes":[38],"during":[39,111],"interaction.":[40],"We":[41,60,135],"investigate":[42],"relationship":[44],"between":[45],"subjective":[46,118],"workload":[47,148],"electroencephalography":[49],"(EEG)":[50],"indicators":[51],"in":[52,106,150],"context":[54],"of":[55,125,153],"real-time":[56,76,140],"adaptive":[57,77,141],"InfoVis":[58,142],"dashboards.":[59],"conduct":[61],"a":[62,70,75,100],"controlled":[63],"user":[64,126],"study":[65],"(n":[66],"=":[67],"20)":[68],"comparing":[69],"baseline":[71],"(non-adaptive)":[72],"with":[74],"variant,":[78],"collecting":[79],"both":[80],"NASA-TLX":[81],"ratings":[82],"continuous":[84],"EEG":[85,97,108],"signals.":[86],"Our":[87],"results":[88],"show":[89],"adaptivity":[91],"significantly":[92],"reduces":[93],"perceived":[94,130],"workload,":[95],"while":[96],"reveal":[99],"consistent":[101],"tendency":[102],"toward":[103],"increased":[104],"activity":[105],"theta":[109],"band":[110],"task":[112],"execution.":[113],"These":[114],"findings":[115],"suggest":[116],"physiological":[120],"complementary":[123],"aspects":[124],"cognition,":[127],"such":[128],"as":[129],"effort":[131],"sustained":[133],"attention.":[134],"discuss":[136],"implications":[137],"for":[138,146],"evaluating":[139],"interfaces":[143],"argue":[145],"multimodal":[147],"assessment":[149],"engineering":[152],"interactive":[154],"computing":[155],"systems.":[156]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-28T00:00:00"}