{"id":"https://openalex.org/W4410611118","doi":"https://doi.org/10.1145/3725831","title":"Beyond Gaze: Quantifying Conscious Perception Through an Innovative Eye Tracking Biomarker","display_name":"Beyond Gaze: Quantifying Conscious Perception Through an Innovative Eye Tracking Biomarker","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410611118","doi":"https://doi.org/10.1145/3725831"},"language":"en","primary_location":{"id":"doi:10.1145/3725831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3725831","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer 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/A5059488756","display_name":"Benedikt Gollan","orcid":"https://orcid.org/0000-0002-4934-5590"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Benedikt Gollan","raw_affiliation_strings":["Soma Reality GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Soma Reality GmbH, Vienna, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044323228","display_name":"Philipp Raggam","orcid":"https://orcid.org/0000-0001-7051-1779"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philipp Raggam","raw_affiliation_strings":["Soma Reality GmbH, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Soma Reality GmbH, Vienna, Austria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059488756"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11893532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"3","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9955000281333923,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9922999739646912,"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/gaze","display_name":"Gaze","score":0.7916608452796936},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.7584763765335083},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6904785633087158},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5377040505409241},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.48883122205734253},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.4824955463409424},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4300241470336914},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4274364113807678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42549705505371094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41450417041778564},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32669442892074585},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20478975772857666},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11916160583496094}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7916608452796936},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.7584763765335083},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6904785633087158},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5377040505409241},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48883122205734253},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.4824955463409424},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4300241470336914},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4274364113807678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42549705505371094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41450417041778564},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32669442892074585},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20478975772857666},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11916160583496094},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3725831","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3725831","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1960419492","https://openalex.org/W1965168570","https://openalex.org/W1975538453","https://openalex.org/W1978983866","https://openalex.org/W1987376082","https://openalex.org/W1992755595","https://openalex.org/W1993254594","https://openalex.org/W2007163867","https://openalex.org/W2023695064","https://openalex.org/W2054510496","https://openalex.org/W2061516621","https://openalex.org/W2071739257","https://openalex.org/W2074740676","https://openalex.org/W2089974219","https://openalex.org/W2091416216","https://openalex.org/W2091902028","https://openalex.org/W2092587010","https://openalex.org/W2101183927","https://openalex.org/W2107309926","https://openalex.org/W2120082848","https://openalex.org/W2122079553","https://openalex.org/W2129616641","https://openalex.org/W2133171318","https://openalex.org/W2140079265","https://openalex.org/W2144655282","https://openalex.org/W2162200920","https://openalex.org/W2287962670","https://openalex.org/W2391995712","https://openalex.org/W2394834952","https://openalex.org/W2431535217","https://openalex.org/W2469668839","https://openalex.org/W2518869627","https://openalex.org/W2553734262","https://openalex.org/W2596562863","https://openalex.org/W2608103256","https://openalex.org/W2768082818","https://openalex.org/W2778520330","https://openalex.org/W2811461085","https://openalex.org/W2891013688","https://openalex.org/W2892137939","https://openalex.org/W2911921429","https://openalex.org/W2979646985","https://openalex.org/W2997591727","https://openalex.org/W3017686466","https://openalex.org/W3028874050","https://openalex.org/W3029651683","https://openalex.org/W3159992124","https://openalex.org/W3168875306","https://openalex.org/W3212723250","https://openalex.org/W4200566301","https://openalex.org/W4251700089","https://openalex.org/W4386274140","https://openalex.org/W4402125625","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W3207760378","https://openalex.org/W1986970529","https://openalex.org/W2562758970","https://openalex.org/W2161294397","https://openalex.org/W4399144619","https://openalex.org/W2012644758"],"abstract_inverted_index":{"This":[0,120],"paper":[1],"introduces":[2],"a":[3,47,61,68,88],"novel":[4],"digital":[5],"biomarker":[6],"based":[7,146],"on":[8,147],"eye":[9,25],"tracking":[10],"data,":[11],"the":[12,72,85],"Conscious":[13],"Perception":[14],"Index":[15],"(CPI),":[16],"designed":[17],"to":[18,45,108,125],"measure":[19,90],"conscious":[20,75,92,110],"perception":[21,76],"by":[22],"leveraging":[23],"established":[24],"gaze":[26],"metrics.":[27],"The":[28],"CPI":[29,86],"builds":[30],"upon":[31],"foundational":[32],"eye-tracking":[33,127],"markers,":[34],"including":[35],"saccades":[36],"and":[37,42,132,142],"fixation":[38],"statistics,":[39],"coefficient":[40],"K,":[41],"cognitive":[43,130],"load,":[44],"provide":[46],"continuous,":[48],"quantified":[49],"computation":[50],"of":[51,74,91,118],"perceptual":[52,140],"awareness":[53,141],"in":[54,67,97,129],"real":[55],"time.":[56],"To":[57],"evaluate":[58],"CPI's":[59,123],"effectiveness,":[60],"change":[62],"blindness":[63],"study":[64],"was":[65],"conducted":[66],"VR":[69],"setting,":[70],"allowing":[71],"analysis":[73,99],"within":[77],"an":[78,116],"explicit":[79],"interaction":[80,111],"context.":[81],"Findings":[82],"demonstrate":[83],"that":[84],"provides":[87],"reliable":[89],"engagement,":[93],"with":[94,115],"significant":[95],"results":[96],"statistical":[98],"supporting":[100],"its":[101],"robustness.":[102],"Classification":[103],"via":[104],"LogisticRegression":[105],"is":[106],"able":[107],"separate":[109],"from":[112],"observational":[113],"behavior":[114],"accuracy":[117],"83.3%.":[119],"research":[121],"underscores":[122],"potential":[124],"enhance":[126],"applications":[128],"science":[131],"human-computer":[133],"interaction,":[134],"opening":[135],"new":[136],"avenues":[137],"for":[138],"measuring":[139],"refining":[143],"interactive":[144],"technologies":[145],"user":[148],"perception.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
