以認知實驗搭配情感計算為基礎之情緒與生理訊號關聯性之研究

Abstract

人工智慧是資訊領域中一大重要主流，資訊及科技人性化、智慧化的趨勢，是國際潮流及國 內政策之發展方向，例如智慧生活照護。本計畫將著墨於人工智慧的情感計算領域，探討人類情緒 的本質；藉由資訊領域與心理學領域的跨領域研究，從人工智慧與情緒的議題著手，在符合美國 VB 等級的EMI shielding 與隔音實驗室環境下，進行實驗研究，並利用適應性分析法則、以及可抑 制噪音之多變數分析法，分析所擷取之生理訊號，探討情緒與生理訊號的關聯性，找出情緒的根本 理論，以解決情感計算或人工智慧所面臨的問題，另外，期望能發展出應用平台或系統。 本計畫預期成果:(1)電磁波/噪音隔離實驗室與認知實驗之環境架設，(2)探討情緒與生理訊號 的關聯性，(3)探討情緒理論。

Artificial Intelligence is a great important main researching topic in Computer Science field. Information technology humanization and intelligence trend is the international mainstream and developing direction of the policy in Taiwan, for example, smart living care. In this project, we focus on the affective computing of artificial intelligence, and investigate the basic properties of human emotion with related physiological signals. By studying on the Computer Science field and Psychology field with noise isolation room and EMI shielding (US VR level), we can set and execute the published experiment, develop the noise reduction multivariate analysis algorithm, analyze the acquired physiological signal, and investigate the relationship between emotion and physiological response. We also expect to be able to develop the applied platform or system. In this research proposal, the following are expected to be accomplished in the proposal: (1) Establish the basic cognition experiment under EMI shielding & Noise isolating environment, (2) Investigate the relationship between emotion and physiological signal, (3) Investigate the theory of emotion and applied it into affective computing.