Constructing a Chinese Emotion Ontology with Tag of Emotion Intensity

カテゴリ: 部門大会

論文No: GS15-6

グループ名: 【C】平成21年電気学会電子・情報・システム部門大会講演論文集

発行日: 2009/09/03

タイトル(英語): Constructing a Chinese Emotion Ontology with Tag of Emotion Intensity

著者名: 李 激(徳島大学),任福継 (徳島大学)

著者名(英語): Ji Li(The University of Tokushima),Fuji Ren(The University of Tokushima)

キーワード: 感情オントロジー|感情強さ|知網|詞林|セマンティック類似度|Emotion Ontology|Emotion Intensity|HowNet|Tongyici Cilin|Semantic Similarity

要約(日本語): With the popularization of Internet and the involvement of computer applications in our daily life, it becomes more and more important that human can communicate with computer in a natural way. Among all the communication mediums (like text, voice, facial expressions, and gestures), language and text play a very basic role during daily communications. Full comprehension of language lies in the understanding of not only the meaning but also the emotion behind. Therefore, in recent years researchers have begun to pay more attention to the emotion recognition in Natural Language Processing. In order to help the pursuit, this paper outlines an semi-automatic approach to construct a Chinese Emotion Ontology with Tag of Emotion Intensity based on two kinds of language resources HowNet and Cilin. As a basic resource, the emotion ontology extracted from HowNet should be used to help the classification and recognition of emotion in Chinese. Moreover, we present a new method to compute the Emotion Intensity between words based on HowNet and Cilin. The experimental results prove that our approach is satisfying.

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