Estimating Brain Vigor in Discussion from Behavioral Reaction for Stressful Load
Journal Title: International Research Journal of Computer Science - Year 2016, Vol 0, Issue 0
Abstract
To create new idea, young persons often have one-to-one discussion with their mentors.In such meeting,heavy stressful loads are often imposed on young persons. We should improve the quality of discussion in progress so that the discussion should bring about a good new idea. The paper proposes a method which estimates the brain vigor of idea proposers in discussion from their behavioral reactions under stressful loads. In this method, behavioral reactions are measured with web-cameras because the discussion participants do not have to wear any sensors. The method figures out the spectrum of the upper half body, the hip, and the lower half body. It discriminates behavioral reactions under stressful loads from the spectrum using Random Forest. The experiment revealed we can estimate the brain vigor of a person from behavioral reactions of his hip at 70% in the f-measure. With the method, a mentor can proceed with discussion which is promising to create a good idea, because he can judge the brain vigor of the person refining the idea.
Authors and Affiliations
Shun Okamura, Yusuke Kajiwara
Keywords
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