{"id":"https://openalex.org/W7118013183","doi":"https://doi.org/10.1007/978-3-032-12764-8_9","title":"A Systematic Review of\u00a0Consumer-Grade EEG Applications in\u00a0Directional Game Control via\u00a0Motor Imagery","display_name":"A Systematic Review of\u00a0Consumer-Grade EEG Applications in\u00a0Directional Game Control via\u00a0Motor Imagery","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7118013183","doi":"https://doi.org/10.1007/978-3-032-12764-8_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-12764-8_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12764-8_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5018597378","display_name":"Wensi Xie","orcid":"https://orcid.org/0000-0002-3045-2433"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wensi Xie","raw_affiliation_strings":["New York University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0007-7758-7769","affiliations":[{"raw_affiliation_string":"New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000623373","display_name":"Yiran Marcel Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiran Wang","raw_affiliation_strings":["New York University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0001-0346-6100","affiliations":[{"raw_affiliation_string":"New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103499969","display_name":"Sara Schmitt Q. Ping Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Dou","raw_affiliation_strings":["New York University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0007-8444-3990","affiliations":[{"raw_affiliation_string":"New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077577121","display_name":"Xiaodong Qu","orcid":"https://orcid.org/0000-0001-7610-6475"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaodong Qu","raw_affiliation_strings":["George Washington University, Washington, D.C., USA"],"raw_orcid":"https://orcid.org/0000-0001-7610-6475","affiliations":[{"raw_affiliation_string":"George Washington University, Washington, D.C., USA","institution_ids":["https://openalex.org/I193531525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077577121"],"corresponding_institution_ids":["https://openalex.org/I193531525"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9693999886512756,"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":0.9693999886512756,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.00419999985024333,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.004100000020116568,"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/motor-imagery","display_name":"Motor imagery","score":0.6363000273704529},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.48649999499320984},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4569000005722046},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4300000071525574},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4187000095844269},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.4056999981403351},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.3833000063896179},{"id":"https://openalex.org/keywords/video-game","display_name":"Video game","score":0.382099986076355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734000086784363},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.6363000273704529},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.48649999499320984},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4569000005722046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44020000100135803},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4300000071525574},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4049000144004822},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.3833000063896179},{"id":"https://openalex.org/C3018412434","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Video game","level":2,"score":0.382099986076355},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3659999966621399},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34850001335144043},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.3467999994754791},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.33379998803138733},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.2919999957084656},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C54276265","wikidata":"https://www.wikidata.org/wiki/Q1061635","display_name":"Video game development","level":3,"score":0.26910001039505005},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.26330000162124634}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-12764-8_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12764-8_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6627159118652344}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W2304788182","https://openalex.org/W2348704202","https://openalex.org/W2508797499","https://openalex.org/W2513825464","https://openalex.org/W2521192355","https://openalex.org/W2571329746","https://openalex.org/W2594571386","https://openalex.org/W2623186087","https://openalex.org/W2754542412","https://openalex.org/W2767782829","https://openalex.org/W2793531120","https://openalex.org/W2807986727","https://openalex.org/W2897072966","https://openalex.org/W2898905940","https://openalex.org/W2900802277","https://openalex.org/W2915893085","https://openalex.org/W2924079966","https://openalex.org/W2939344111","https://openalex.org/W2944827153","https://openalex.org/W2948418702","https://openalex.org/W2964596665","https://openalex.org/W2972195467","https://openalex.org/W2996870312","https://openalex.org/W3014053003","https://openalex.org/W3016082456","https://openalex.org/W3080222908","https://openalex.org/W3089595859","https://openalex.org/W3090429950","https://openalex.org/W3091129905","https://openalex.org/W3092342532","https://openalex.org/W3093549784","https://openalex.org/W3098568813","https://openalex.org/W3106281994","https://openalex.org/W3121810080","https://openalex.org/W3126486838","https://openalex.org/W3137444772","https://openalex.org/W3139270893","https://openalex.org/W3184727672","https://openalex.org/W3186567046","https://openalex.org/W3192069909","https://openalex.org/W3194020089","https://openalex.org/W3196839637","https://openalex.org/W3203548333","https://openalex.org/W3204644976","https://openalex.org/W3213412168","https://openalex.org/W4205671102","https://openalex.org/W4281919143","https://openalex.org/W4285139742","https://openalex.org/W4285198992","https://openalex.org/W4289731463","https://openalex.org/W4290634609","https://openalex.org/W4292367956","https://openalex.org/W4294919628","https://openalex.org/W4300942166","https://openalex.org/W4307066506","https://openalex.org/W4308088208","https://openalex.org/W4310043238","https://openalex.org/W4310872930","https://openalex.org/W4312193421","https://openalex.org/W4312368336","https://openalex.org/W4312540261","https://openalex.org/W4316468747","https://openalex.org/W4319336409","https://openalex.org/W4322705888","https://openalex.org/W4323317194","https://openalex.org/W4362671963","https://openalex.org/W4376272210","https://openalex.org/W4381193245","https://openalex.org/W4381683744","https://openalex.org/W4384158208","https://openalex.org/W4385326585","https://openalex.org/W4388021616","https://openalex.org/W4391184085","https://openalex.org/W4392536393","https://openalex.org/W4394614865","https://openalex.org/W4395055050","https://openalex.org/W4399268340","https://openalex.org/W4399268351","https://openalex.org/W4402584244","https://openalex.org/W4403307535","https://openalex.org/W4403527506","https://openalex.org/W4405301621","https://openalex.org/W4407530348","https://openalex.org/W4407767392","https://openalex.org/W4408361573","https://openalex.org/W4408556850"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-02T00:00:00"}
