{"id":"https://openalex.org/W2593709311","doi":"https://doi.org/10.1145/3027385.3027390","title":"Enhancing learning through virtual reality and neurofeedback","display_name":"Enhancing learning through virtual reality and neurofeedback","publication_year":2017,"publication_date":"2017-02-27","ids":{"openalex":"https://openalex.org/W2593709311","doi":"https://doi.org/10.1145/3027385.3027390","mag":"2593709311"},"language":"en","primary_location":{"id":"doi:10.1145/3027385.3027390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-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/A5041511788","display_name":"Ryan Hubbard","orcid":"https://orcid.org/0000-0001-6204-8729"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan Hubbard","raw_affiliation_strings":["University of Illinois, Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014897456","display_name":"Aldis Sipolins","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aldis Sipolins","raw_affiliation_strings":["IBM Thomas J. Watson Research Center"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031927767","display_name":"Lin Zhou","orcid":"https://orcid.org/0000-0001-5634-5233"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Zhou","raw_affiliation_strings":["IBM Watson Education"],"affiliations":[{"raw_affiliation_string":"IBM Watson Education","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041511788"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.769,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.68955689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"398","last_page":"403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9882000088691711,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9882000088691711,"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/T10320","display_name":"Neural Networks and Applications","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9190000295639038,"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/neurofeedback","display_name":"Neurofeedback","score":0.9097213745117188},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.7587525844573975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7009345293045044},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6210007667541504},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6108765602111816},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5846912860870361},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.46639201045036316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33255866169929504},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16839194297790527},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09680137038230896}],"concepts":[{"id":"https://openalex.org/C2434490","wikidata":"https://www.wikidata.org/wiki/Q1306920","display_name":"Neurofeedback","level":3,"score":0.9097213745117188},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.7587525844573975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009345293045044},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6210007667541504},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6108765602111816},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5846912860870361},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46639201045036316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33255866169929504},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16839194297790527},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09680137038230896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3027385.3027390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3027385.3027390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh International Learning Analytics &amp; Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W193988059","https://openalex.org/W600475373","https://openalex.org/W756445342","https://openalex.org/W1507687470","https://openalex.org/W1528045197","https://openalex.org/W1531014920","https://openalex.org/W1536620489","https://openalex.org/W1550621568","https://openalex.org/W1594278800","https://openalex.org/W1970341296","https://openalex.org/W1980521192","https://openalex.org/W1981075443","https://openalex.org/W1998633235","https://openalex.org/W2002740781","https://openalex.org/W2018058615","https://openalex.org/W2024074057","https://openalex.org/W2030441548","https://openalex.org/W2043356094","https://openalex.org/W2045493030","https://openalex.org/W2046550948","https://openalex.org/W2059205775","https://openalex.org/W2075057776","https://openalex.org/W2083043687","https://openalex.org/W2093735551","https://openalex.org/W2095742734","https://openalex.org/W2098182568","https://openalex.org/W2124616769","https://openalex.org/W2127389037","https://openalex.org/W2135995390","https://openalex.org/W2141138276","https://openalex.org/W2164360360","https://openalex.org/W2166306684","https://openalex.org/W2170644967","https://openalex.org/W2171571830","https://openalex.org/W2258834992","https://openalex.org/W2319421231","https://openalex.org/W2322980134","https://openalex.org/W2560140854","https://openalex.org/W2622928986","https://openalex.org/W2968535162","https://openalex.org/W2993489124","https://openalex.org/W4230797216","https://openalex.org/W4245765347","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2096913898","https://openalex.org/W2904050376","https://openalex.org/W1983917658","https://openalex.org/W2020519896","https://openalex.org/W2768363770","https://openalex.org/W2426762202","https://openalex.org/W2901869534","https://openalex.org/W2050832787","https://openalex.org/W3004117467","https://openalex.org/W2059650074"],"abstract_inverted_index":{"Virtual":[0],"reality":[1,47],"presents":[2,70],"exciting":[3],"new":[4],"prospects":[5],"for":[6,31],"the":[7,45,55],"delivery":[8],"of":[9,34,40,88],"educational":[10,26],"materials":[11],"to":[12,53,123],"students.":[13],"By":[14],"combining":[15],"this":[16,43],"technology":[17],"with":[18],"biological":[19],"sensors,":[20],"a":[21,24,60,74,81,85],"student":[22],"in":[23],"virtual":[25,46],"environment":[27,48],"can":[28,49],"be":[29,50],"monitored":[30],"physiological":[32],"markers":[33],"engagement":[35],"or":[36],"more":[37,110],"cognitive":[38],"states":[39],"learning.":[41],"With":[42],"information,":[44],"adaptively":[51],"altered":[52],"reflect":[54],"student's":[56],"state,":[57],"essentially":[58],"creating":[59],"closed-loop":[61],"feedback":[62],"system.":[63,93],"This":[64,94],"paper":[65],"explores":[66],"these":[67],"concepts,":[68],"and":[69,98,115,118],"preliminary":[71],"data":[72,100],"on":[73,112],"combined":[75],"EEG-VR":[76],"working":[77],"memory":[78],"experiment":[79],"as":[80],"first":[82],"step":[83],"toward":[84],"broader":[86],"implementation":[87],"an":[89,104],"intelligent":[90],"adaptive":[91],"learning":[92],"first-pass":[95],"neural":[96],"time-series":[97],"oscillatory":[99],"suggest":[101],"that":[102],"while":[103],"EEG-based":[105],"neurofeedback":[106],"system":[107],"is":[108],"feasible,":[109],"work":[111],"removing":[113],"artifacts":[114],"identifying":[116],"relevant":[117],"important":[119],"features":[120],"will":[121],"lead":[122],"higher":[124],"prediction":[125],"accuracy.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
