JSAI2019

Presentation information

General Session

General Session » [GS] J-9 Natural language processing, information retrieval

[3C3-J-9] Natural language processing, information retrieval: creation and analysis of stories

Thu. Jun 6, 2019 1:50 PM - 2:50 PM Room C (4F International conference hall)

Chair:Hiromi Wakaki Reviewer:Masahiro Ito

1:50 PM - 2:10 PM

[3C3-J-9-01] Novel Segmentation Method based on the Distributed Representation of Sentences and Analysis Method of Story Developments

〇Kiyohito Fukuda1, Naoki Mori1, Makoto Okada1 (1. Osaka Prefecture University)

Keywords:Narrative Generation, Creation Support, Story Analysis

Recently, the attempts to reproduce the mechanisms of human intellectual activities have attracted interest in artificial intelligence fields. The narrative creation is one of them. It is necessary for narrative creation and creative support by the computer to make it to understand human creations and their stories. However, there are few studies on story analysis by the computer.

In this study, we propose the segmentation method of novels based on the distributed representation of sentences and the analysis method of story developments. As a result of computational experiments, we confirmed that the effectiveness of the proposed methods.