Revisiting Visualization Evaluation Using EEG and Visualization Literacy Assessment Test

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dc.contributor.authorYim, Soobinen_US
dc.contributor.authorJung, Chanyoungen_US
dc.contributor.authorYoon, Chanyoungen_US
dc.contributor.authorYoo, Sangbongen_US
dc.contributor.authorChoi, Seongwonen_US
dc.contributor.authorJang, Yunen_US
dc.contributor.editorChaine, Raphaëlleen_US
dc.contributor.editorDeng, Zhigangen_US
dc.contributor.editorKim, Min H.en_US
dc.date.accessioned2023-10-09T07:42:57Z
dc.date.available2023-10-09T07:42:57Z
dc.date.issued2023
dc.description.abstractUsing EEG signals, also known as Electroencephalogram, can provide a quantitative measure of human cognitive load, making it an effective tool for evaluating visualization. However, the suitability of EEG for visualization evaluation has not been verified in previous studies. This paper investigates the feasibility of utilizing EEG data in visualization evaluation by comparing previous experiments. We trained and estimated individual CNN models for each subject using the EEG data. Our study demonstrates that EEG-based visualization evaluation provides a more feasible estimate of the difficulties experienced by subjects during the visualization task compared to previous studies that used accuracy and response time.en_US
dc.description.sectionheadersPosters
dc.description.seriesinformationPacific Graphics Short Papers and Posters
dc.identifier.doi10.2312/pg.20231289
dc.identifier.isbn978-3-03868-234-9
dc.identifier.pages127-128
dc.identifier.pages2 pages
dc.identifier.urihttps://doi.org/10.2312/pg.20231289
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/pg20231289
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing -> Visualization design and evaluation methods
dc.subjectHuman centered computing
dc.subjectVisualization design and evaluation methods
dc.titleRevisiting Visualization Evaluation Using EEG and Visualization Literacy Assessment Testen_US
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