关键词: 社会情感, 情感分析, 格律诗, 计算社会学, 胶囊网络

Abstract:

In order to study the social emotion of ancient China, this paper puts forward a method of analyzing the emotion of metrical poetry based on the integrated capsule network by using the integrated capsule network model training through different rhythm with word count rule to discriminate the emotion of metrical poetry. It solves the difficult problem of the sentiment analysis of metrical poetry due to the implicit sentiment features and the too compact semantics, analyzes the emotion of metrical poems to the ancient periods, and mines the whole social emotion in each important period of ancient China. The experimental results show that the accuracy of this method is better than that of CNN and single capsule network, and the analysis results can reflect the social emotions of ancient China.

Key words: social emotion, emotion analysis, metrical poetry, computational sociology, capsule network