{"id":"https://openalex.org/W3011797309","doi":"https://doi.org/10.1109/access.2020.2980893","title":"Review on Stimuli Presentation for Affect Analysis Based on EEG","display_name":"Review on Stimuli Presentation for Affect Analysis Based on EEG","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011797309","doi":"https://doi.org/10.1109/access.2020.2980893","mag":"3011797309"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2980893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980893","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09036897.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09036897.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061980124","display_name":"Parthana Sarma","orcid":"https://orcid.org/0000-0002-0735-1036"},"institutions":[{"id":"https://openalex.org/I4210089896","display_name":"Indian Institute of Information Technology Guwahati","ror":"https://ror.org/00bb9ch64","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210089896"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Parthana Sarma","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India"],"raw_orcid":"https://orcid.org/0000-0002-0735-1036","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India","institution_ids":["https://openalex.org/I4210089896"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005089337","display_name":"Shovan Barma","orcid":"https://orcid.org/0000-0001-8822-7362"},"institutions":[{"id":"https://openalex.org/I4210089896","display_name":"Indian Institute of Information Technology Guwahati","ror":"https://ror.org/00bb9ch64","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210089896"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shovan Barma","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India"],"raw_orcid":"https://orcid.org/0000-0001-8822-7362","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Information Technology Guwahati, Guwahati, India","institution_ids":["https://openalex.org/I4210089896"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061980124"],"corresponding_institution_ids":["https://openalex.org/I4210089896"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.9382,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.93734135,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"51991","last_page":"52009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9952999949455261,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9408000111579895,"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/presentation","display_name":"Presentation (obstetrics)","score":0.8408790826797485},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.7292481660842896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6360431909561157},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5095968246459961},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4630695879459381},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.43900948762893677},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4357835650444031},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32343918085098267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20841249823570251},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.09836170077323914},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0704459547996521}],"concepts":[{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.8408790826797485},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7292481660842896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6360431909561157},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5095968246459961},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4630695879459381},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.43900948762893677},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4357835650444031},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32343918085098267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20841249823570251},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.09836170077323914},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0704459547996521},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2980893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980893","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09036897.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4b0ceb131c6b4f419c6e29646d4efdb3","is_oa":true,"landing_page_url":"https://doaj.org/article/4b0ceb131c6b4f419c6e29646d4efdb3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 51991-52009 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2980893","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2980893","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09036897.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011797309.pdf","grobid_xml":"https://content.openalex.org/works/W3011797309.grobid-xml"},"referenced_works_count":197,"referenced_works":["https://openalex.org/W44741455","https://openalex.org/W72290999","https://openalex.org/W97884251","https://openalex.org/W186325150","https://openalex.org/W751388425","https://openalex.org/W884323974","https://openalex.org/W1418433162","https://openalex.org/W1480877497","https://openalex.org/W1536828437","https://openalex.org/W1624704601","https://openalex.org/W1626442166","https://openalex.org/W1799222202","https://openalex.org/W1835091880","https://openalex.org/W1920419802","https://openalex.org/W1952666776","https://openalex.org/W1963945289","https://openalex.org/W1965013195","https://openalex.org/W1966525569","https://openalex.org/W1968188452","https://openalex.org/W1970727126","https://openalex.org/W1974316912","https://openalex.org/W1980331490","https://openalex.org/W1983015074","https://openalex.org/W1984144775","https://openalex.org/W1984475072","https://openalex.org/W1989367168","https://openalex.org/W1990527621","https://openalex.org/W1992856671","https://openalex.org/W1998476814","https://openalex.org/W1998633235","https://openalex.org/W1998657817","https://openalex.org/W1999933617","https://openalex.org/W2001471243","https://openalex.org/W2002055708","https://openalex.org/W2004204487","https://openalex.org/W2004522297","https://openalex.org/W2005061639","https://openalex.org/W2009271482","https://openalex.org/W2011012772","https://openalex.org/W2014348006","https://openalex.org/W2017859350","https://openalex.org/W2018200772","https://openalex.org/W2018446493","https://openalex.org/W2018722483","https://openalex.org/W2028839769","https://openalex.org/W2035363183","https://openalex.org/W2038821742","https://openalex.org/W2043037790","https://openalex.org/W2053038678","https://openalex.org/W2056071279","https://openalex.org/W2056387840","https://openalex.org/W2058899723","https://openalex.org/W2060726415","https://openalex.org/W2061116763","https://openalex.org/W2061743423","https://openalex.org/W2062291786","https://openalex.org/W2064044177","https://openalex.org/W2075149264","https://openalex.org/W2079564095","https://openalex.org/W2080246867","https://openalex.org/W2081420711","https://openalex.org/W2082669741","https://openalex.org/W2085497785","https://openalex.org/W2087407704","https://openalex.org/W2087517458","https://openalex.org/W2088511157","https://openalex.org/W2090834654","https://openalex.org/W2091538259","https://openalex.org/W2097732741","https://openalex.org/W2099749875","https://openalex.org/W2104614196","https://openalex.org/W2107114452","https://openalex.org/W2109773980","https://openalex.org/W2113820953","https://openalex.org/W2114429947","https://openalex.org/W2115223110","https://openalex.org/W2117643870","https://openalex.org/W2117645142","https://openalex.org/W2124737236","https://openalex.org/W2125381870","https://openalex.org/W2125956002","https://openalex.org/W2126292754","https://openalex.org/W2126906479","https://openalex.org/W2128171688","https://openalex.org/W2132450666","https://openalex.org/W2132848493","https://openalex.org/W2132889650","https://openalex.org/W2134602648","https://openalex.org/W2137935458","https://openalex.org/W2139076143","https://openalex.org/W2139564752","https://openalex.org/W2139692041","https://openalex.org/W2144498075","https://openalex.org/W2146334809","https://openalex.org/W2147220860","https://openalex.org/W2149030655","https://openalex.org/W2150283722","https://openalex.org/W2151796987","https://openalex.org/W2152009360","https://openalex.org/W2155868174","https://openalex.org/W2160410052","https://openalex.org/W2165611870","https://openalex.org/W2165739616","https://openalex.org/W2166817813","https://openalex.org/W2167544485","https://openalex.org/W2168692779","https://openalex.org/W2170883741","https://openalex.org/W2176865601","https://openalex.org/W2177486042","https://openalex.org/W2186574009","https://openalex.org/W2189239730","https://openalex.org/W2189250745","https://openalex.org/W2205988683","https://openalex.org/W2226884328","https://openalex.org/W2227023164","https://openalex.org/W2232648663","https://openalex.org/W2274642938","https://openalex.org/W2278113816","https://openalex.org/W2278262299","https://openalex.org/W2290002079","https://openalex.org/W2294391744","https://openalex.org/W2323851044","https://openalex.org/W2337380958","https://openalex.org/W2342894681","https://openalex.org/W2345296874","https://openalex.org/W2346470623","https://openalex.org/W2393256679","https://openalex.org/W2396589722","https://openalex.org/W2413566613","https://openalex.org/W2423195739","https://openalex.org/W2462978422","https://openalex.org/W2464929676","https://openalex.org/W2471096042","https://openalex.org/W2501814874","https://openalex.org/W2509719238","https://openalex.org/W2516105285","https://openalex.org/W2517991028","https://openalex.org/W2520922384","https://openalex.org/W2545857823","https://openalex.org/W2552197931","https://openalex.org/W2557224646","https://openalex.org/W2560489016","https://openalex.org/W2580887161","https://openalex.org/W2582244108","https://openalex.org/W2592702372","https://openalex.org/W2601816878","https://openalex.org/W2602768412","https://openalex.org/W2603002581","https://openalex.org/W2625607597","https://openalex.org/W2625929003","https://openalex.org/W2626702841","https://openalex.org/W2644985988","https://openalex.org/W2728466526","https://openalex.org/W2734337238","https://openalex.org/W2735207014","https://openalex.org/W2736447684","https://openalex.org/W2745497104","https://openalex.org/W2748543394","https://openalex.org/W2749183303","https://openalex.org/W2749697433","https://openalex.org/W2765362197","https://openalex.org/W2769634130","https://openalex.org/W2774170005","https://openalex.org/W2776646997","https://openalex.org/W2776975398","https://openalex.org/W2782959155","https://openalex.org/W2783433009","https://openalex.org/W2790814155","https://openalex.org/W2793622701","https://openalex.org/W2796184309","https://openalex.org/W2807261258","https://openalex.org/W2808479429","https://openalex.org/W2883542372","https://openalex.org/W2890679134","https://openalex.org/W2903959724","https://openalex.org/W2905547142","https://openalex.org/W2922188941","https://openalex.org/W2922265930","https://openalex.org/W2962905870","https://openalex.org/W2970958859","https://openalex.org/W2982193060","https://openalex.org/W3027304069","https://openalex.org/W3122081138","https://openalex.org/W3123478648","https://openalex.org/W3208669052","https://openalex.org/W4239168171","https://openalex.org/W4245472485","https://openalex.org/W6601925561","https://openalex.org/W6671865762","https://openalex.org/W6679967756","https://openalex.org/W6687395795","https://openalex.org/W6688736365","https://openalex.org/W6703581931","https://openalex.org/W6712588427","https://openalex.org/W6720413950","https://openalex.org/W6741091603","https://openalex.org/W6802388133"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W4206297952"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3],"comprehensive":[4],"review":[5],"on":[6],"stimuli":[7,64,86,165,174,196],"presentation,":[8],"which":[9,34,201],"is":[10],"an":[11,50,74,192],"important":[12],"stage":[13,55],"of":[14,25,85,90,107,131,134,156,172],"any":[15],"emotion":[16,108,121,157,207],"elicitation":[17,208],"experiment":[18],"in":[19],"affect":[20],"analysis.":[21],"Due":[22],"to":[23,58,81,129,204],"lack":[24],"standard":[26],"guidelines,":[27],"the":[28,63,118,150,206],"researchers":[29],"employ":[30],"their":[31],"self-devised":[32],"methods":[33,106],"are":[35],"not":[36,66],"always":[37],"sufficiently":[38],"informative":[39],"-":[40],"making":[41],"this":[42,54,72],"area":[43],"very":[44],"inconsistent":[45],"and":[46,61,100,115,137,149,168,188],"ambiguous.":[47],"In":[48,71,140],"addition,":[49],"ample":[51],"study":[52,76],"about":[53,154],"including":[56,88],"how":[57],"select,":[59],"design":[60],"present":[62],"has":[65,77,175,198],"been":[67,78,125,147,160,176,199],"reported":[68],"properly":[69],"earlier.":[70],"purpose,":[73],"inclusive":[75],"conducted":[79],"aiming":[80],"summarize":[82],"various":[83],"aspects":[84],"presentation":[87,94,171,184,197],"type":[89],"stimuli,":[91],"available":[92],"database,":[93],"tools,":[95],"subjective":[96,186],"measures,":[97],"ethical":[98,189],"issues":[99],"so":[101],"on.":[102],"Certainly,":[103],"among":[104],"several":[105],"recognition":[109,122],"(e.g.,":[110],"facial":[111],"expression,":[112],"speech,":[113],"gesture":[114],"physiological":[116],"signal),":[117],"EEG":[119],"based":[120],"works":[123],"have":[124,146,159],"considered":[126],"here":[127],"due":[128],"availability":[130],"sufficient":[132],"number":[133],"works,":[135],"reliability":[136],"well-established":[138],"technology.":[139],"total,":[141],"137":[142],"peer":[143],"reviewed":[144],"articles":[145],"studied":[148],"results":[151],"show":[152],"that":[153],"83%":[155],"elicitations":[158],"performed":[161],"by":[162],"employing":[163],"visual":[164,173],"(mostly":[166],"pictures":[167],"video).":[169],"Therefore,":[170],"explored":[177],"with":[178],"great":[179],"emphasis":[180],"covering":[181],"laboratory":[182],"setup,":[183],"timing,":[185],"issues,":[187],"issues.":[190],"Finally,":[191],"extensive":[193],"recommendations":[194],"regarding":[195],"provided":[200],"could":[202],"guide":[203],"conduct":[205],"experiments":[209],"effectively.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}