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• W3113256484 abstract "In the Internet era, proliferation of fake news can cause serious social and individual consequences. Little is known about why Web users believe or disbelieve fake news. This article aims to make progress in this area by studying brain activity during credibility evaluation. We conducted an experiment that mimics a condition when fake news are evaluated by a person with expert knowledge. Using advanced EEG equipment, we have identified the brain areas involved in the process of verifying message credibility by using full knowledge. Based on experimental data, we have created a machine learning model using generalized logistic regression that achieved 77% accuracy under 10-fold cross-validation. Our model is a first step towards supporting expert-based fake news debunking using EEG." @default.
• W3113256484 created "2020-12-21" @default.
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• W3113256484 date "2020-10-27" @default.
• W3113256484 modified "2023-09-29" @default.
• W3113256484 title "True Or False: How Does Our Brain Decide About Truth?" @default.
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• W3113256484 doi "https://doi.org/10.1109/cibcb48159.2020.9277701" @default.
• W3113256484 hasPublicationYear "2020" @default.
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