A Novel Segmentation Method of Novels for Story Analysis based on the distributed representation of sentences

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  • ストーリー解析のための文の分散表現に基づく小説の自動セグメンテーション手法の提案

Abstract

Recently, automatic generation and creative support of narrative works like novel and picture book by the computer has attracted interest in artificial intelligence fields. Lots of studies on story generation and creative support have been reported. However, there are few studies on story engineering analysis by the computer. In this study, we propose the segmentation method of novels considering sentence meanings and story analysis method based on the distributed representation of sentences generated by bidirectional long short-term memory and autoencoder. To confirm the effectiveness of the proposed method, experiments are carried out by using some existing novels.

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