Abstract
We are conducting research aiming to develop new interfaces that follow the mechanism of human communication, particularly focusing on human common sense. In this paper, the authors focus on the emotion of common sense and attempt to establish a method to judge the user’s feelings based on what the user says. We proposed a method to judge a user’s emotion, categorized into 10 types, from a sentence the user utters, based on the four components of the sentence. We built an actual system that uses this method and evaluated its performance. The system gave the “common sense” answer in 76.5% of the cases examined. When the “not out-of-common-sense” answers were included, the correct-answer ratio reached 89.0%.
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Tsuchiya, S., Yoshimura, E., Watabe, H., Kawaoka, T. (2007). Proposal of Method to Judge Speaker’s Emotion Based on Association Mechanism. In: Apolloni, B., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2007. Lecture Notes in Computer Science(), vol 4692. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74819-9_104
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DOI: https://doi.org/10.1007/978-3-540-74819-9_104
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74817-5
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