{"id":"https://openalex.org/W4377996769","doi":"https://doi.org/10.1145/3588015.3589534","title":"Multimodal machine learning for cognitive load based on eye tracking and biosensors","display_name":"Multimodal machine learning for cognitive load based on eye tracking and biosensors","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4377996769","doi":"https://doi.org/10.1145/3588015.3589534"},"language":"en","primary_location":{"id":"doi:10.1145/3588015.3589534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588015.3589534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588015.3589534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3588015.3589534","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061271686","display_name":"Adrian Vulpe-Grigorasi","orcid":"https://orcid.org/0009-0000-3402-3698"},"institutions":[{"id":"https://openalex.org/I25485817","display_name":"St. P\u00f6lten University of Applied Sciences","ror":"https://ror.org/039a2re55","country_code":"AT","type":"education","lineage":["https://openalex.org/I25485817"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Adrian Vulpe-Grigorasi","raw_affiliation_strings":["Center for Digital Health and Social Innovation, Sankt P\u00f6lten University of Applied Sciences, Austria"],"affiliations":[{"raw_affiliation_string":"Center for Digital Health and Social Innovation, Sankt P\u00f6lten University of Applied Sciences, Austria","institution_ids":["https://openalex.org/I25485817"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5061271686"],"corresponding_institution_ids":["https://openalex.org/I25485817"],"apc_list":null,"apc_paid":null,"fwci":1.0351,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77343477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9948999881744385,"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"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9660000205039978,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/eye-tracking","display_name":"Eye tracking","score":0.7188604474067688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6511757373809814},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5550292134284973},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5501488447189331},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.5453822016716003},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5153400301933289},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5058560371398926},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5033125281333923},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4957750737667084},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.44974544644355774},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.44379934668540955},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3568353056907654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26592886447906494},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1748005747795105},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09659254550933838},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.09373727440834045}],"concepts":[{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.7188604474067688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6511757373809814},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5550292134284973},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5501488447189331},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5453822016716003},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5153400301933289},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5058560371398926},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5033125281333923},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4957750737667084},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.44974544644355774},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.44379934668540955},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3568353056907654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26592886447906494},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1748005747795105},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09659254550933838},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.09373727440834045},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3588015.3589534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588015.3589534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588015.3589534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3588015.3589534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588015.3589534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588015.3589534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4377996769.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W45666801","https://openalex.org/W1517003397","https://openalex.org/W2011401683","https://openalex.org/W2071819037","https://openalex.org/W2171934417","https://openalex.org/W2257967815","https://openalex.org/W2340449767","https://openalex.org/W2618889324","https://openalex.org/W2755638531","https://openalex.org/W2766415135","https://openalex.org/W3011898242","https://openalex.org/W4221079567"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W3000714840","https://openalex.org/W2531653299","https://openalex.org/W4294974825","https://openalex.org/W2967400911","https://openalex.org/W2943580202","https://openalex.org/W4241017176","https://openalex.org/W4232007288","https://openalex.org/W4361829742","https://openalex.org/W4298001029"],"abstract_inverted_index":{"Eye":[0],"tracking":[1,55],"and":[2,27,30,38,56,70,90,97,124],"virtual":[3,32],"reality":[4],"are":[5],"set":[6],"to":[7,48,78,80,85,110,118,122],"drive":[8],"the":[9,23,63,75,81],"coming":[10],"decade's":[11],"most":[12],"innovative":[13],"developments":[14],"in":[15,36,104],"healthcare.":[16],"Two":[17],"key":[18],"application":[19],"areas":[20],"stand":[21],"at":[22],"forefront:":[24],"cost-effective":[25],"clinical":[26],"paraclinical":[28],"training,":[29],"interactive":[31],"settings":[33],"for":[34,58,83,115],"patients":[35],"therapy":[37],"rehabilitation.":[39],"As":[40],"such,":[41],"our":[42],"main":[43],"research":[44],"focus":[45],"will":[46],"be":[47,111],"develop":[49],"multimodal":[50],"solutions":[51],"based":[52],"on":[53],"eye":[54],"bio-signals":[57],"cognitive":[59],"load":[60],"assessment":[61],"within":[62],"broader":[64],"spectrum":[65],"of":[66,74,102],"applied":[67],"computer":[68],"science":[69],"digital":[71,98,107],"health.":[72],"One":[73],"objectives":[76],"is":[77],"respond":[79],"need":[82],"healthcare":[84],"become":[86],"ever":[87],"more":[88],"individualized":[89],"multimodal,":[91],"as":[92],"exemplified":[93],"by":[94],"personalized":[95],"medicine":[96],"therapeutics.":[99],"The":[100],"use":[101],"eye-tracking":[103],"conjunction":[105],"with":[106],"biomarkers":[108],"intends":[109],"a":[112],"quantitative":[113],"basis":[114],"care":[116],"providers":[117],"adapt":[119],"their":[120],"therapies":[121],"user":[123],"patient":[125],"needs.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
