生物信号组合与主观兴趣关系分析

Masaki Omata, Shogo Tanabe
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引用次数: 0

摘要

兴趣极大地影响着人类的行为。兴趣通常通过问卷调查或观察方法来衡量,并用于营销或广告目的。然而,这些传统方法在结果的可靠性方面存在一些问题。我们建议使用生物信号可以帮助解决这些问题,因为这些信号与生物对兴趣的反应有关。本研究描述了一个实验和多元线性回归分析观众对电视广告的兴趣与观众的生物信号(如脑电图、脑电图、血容量脉搏、皮肤电导和呼吸)之间的关系。观众的主观兴趣是通过问卷来衡量的。通过主成分分析,提取了基于回答值的综合兴趣指数。然后,我们构建了一个个体回归方程来估计不同生物信号组合的兴趣程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Relationships between Combinations of Biological Signals and Subjective Interest
—Interest greatly affects human behavior. Interest is often measured by a questionnaire or observational methods and is used for marketing or advertising purposes. However, there are some problems in the reliability of results of such conventional methods. We propose that using biological signals can help address these issues because such signals are associated with biological reactions to interest. This study describes an experiment and multiple linear regression analyses of the relationships between a viewer’s interest in an infomercial and the viewer’s biological signals such as electroencephalogram, hemoencephalography, blood volume pulse, skin conductance, and respiration. The subjective interests of viewers were measured by a questionnaire. A comprehensive index of interest based on the answer values was extracted by principal component analysis. We then constructed an individual regression equation to estimate the degree of interest from different combinations of biological signals. 
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