A Moral Judgment System Using an Automatic Created Moral Corpus

Masahiro Yamamoto, Masafumi Hagiwara

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

In this paper, we propose a moral judgment system using an automatic created moral corpus. The moral corpus enables that the correct judgment to the case that the existing methods cannot judge correctly. Here, the moral corpus means the set of sentences that are labeled 'positive' or 'negative' from the point of view of morality. In the proposed system, the moral corpus is created automatically from a large web corpus using lexical patterns and evaluation expressions. The moral corpus which contains about 300,000 instances was created. After that, a supervised learning is performed using the moral corpus. In the experiments, we compared the proposed system with judgments by human. The results of our experiments indicate that our method significantly outperforms the existing method which is based on the co-occurrence frequency.

本文言語English
ホスト出版物のタイトルProceedings - 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems and 2016 17th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2016
出版社Institute of Electrical and Electronics Engineers Inc.
ページ616-621
ページ数6
ISBN(電子版)9781467390415
DOI
出版ステータスPublished - 2016 12 28
イベント8th Joint International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2016 - Sapporo, Hokkaido, Japan
継続期間: 2016 8 252016 8 28

Other

Other8th Joint International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2016
国/地域Japan
CitySapporo, Hokkaido
Period16/8/2516/8/28

ASJC Scopus subject areas

  • 制御と最適化
  • 人工知能
  • ソフトウェア
  • 計算数学
  • モデリングとシミュレーション

フィンガープリント

「A Moral Judgment System Using an Automatic Created Moral Corpus」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル