A Multivariate Correlation Assessment of Chess Proficiency Using Brain Signals

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dc.contributor.authorSILVA, L.
dc.contributor.authorCarlos E. Thomaz THOMAZ, C. E.
dc.contributor.authorOrcidhttps://orcid.org/0000-0001-5566-1963
dc.date.accessioned2022-01-12T21:56:13Z
dc.date.available2022-01-12T21:56:13Z
dc.date.issued2019-09-05
dc.description.abstract© 2019 IEEE.Chess game has attracted the interest of many academic works with several experiments carried out to address the differences in brain activation on proficients and non-proficients chess players. However, none of these works takes into account explicitly the cognitive patterns of the chess players to rank and classify them. In our work, we aim to present a cognitive model, using EEG and multivariate statistical methods, to assess chess volunteers and compare their performance to the traditional metric based on accuracy and response time. In total, 32 volunteers have participated in this study based on visual stimuli computationally generated. Our main results show that it is important not only to top rank the volunteers with high accuracy and low response time, but also understand how the main brain processes occur to a chess expert to achieve such top performance.
dc.description.firstpage10
dc.description.lastpage15
dc.identifier.citationSILVA, L.; THOMAZ, C. E. A Multivariate Correlation Assessment of Chess Proficiency Using Brain Signals. Proceedings - 15th Workshop of Computer Vision, WVC 2019, p. 10-15, sept. 2019.
dc.identifier.doi10.1109/WVC.2019.8876928
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/3710
dc.relation.ispartofProceedings - 15th Workshop of Computer Vision, WVC 2019
dc.rightsAcesso Restrito
dc.subject.otherlanguageChess
dc.subject.otherlanguageElectroencephalography
dc.subject.otherlanguagePattern Recognition
dc.titleA Multivariate Correlation Assessment of Chess Proficiency Using Brain Signals
dc.typeArtigo de evento
fei.scopus.citations2
fei.scopus.eid2-s2.0-85074888346
fei.scopus.subjectBrain activation
fei.scopus.subjectChess
fei.scopus.subjectCognitive model
fei.scopus.subjectCognitive patterns
fei.scopus.subjectHigh-accuracy
fei.scopus.subjectMultivariate correlation
fei.scopus.subjectMultivariate statistical method
fei.scopus.subjectVisual stimulus
fei.scopus.updated2024-12-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074888346&origin=inward
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