Response selection of interview-based dialog system using user focus and semantic orientation

Shunsuke Tada, Yuya Chiba, Takashi Nose, Akinori Ito

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This research examined the response selection method of an interview-based dialog system that obtains the user’s information by the chat-like conversation. In the interview dialog, the system should ask about the subject that the user is interested in to obtain the user’s information efficiently. In this paper, we proposed the method to select the system’s utterance based on the user’s emotion to a focus detected from the user’s utterance. We prepared the question types corresponding to the semantic orientation, such as the positive, neutral, and negative. The focus was detected by the CRF, and the question type was estimated from the user’s utterance and the system’s previous utterance.

本文言語English
ホスト出版物のタイトルAdvances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
編集者Junzo Watada, Lakhmi C. Jain, Jeng-Shyang Pan, Pei-Wei Tsai
出版社Springer Science and Business Media Deutschland GmbH
ページ84-90
ページ数7
ISBN(印刷版)9783319638584
DOI
出版ステータスPublished - 2018
イベント13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017 - Matsue, Shimane, Japan
継続期間: 2017 8 122017 8 15

出版物シリーズ

名前Smart Innovation, Systems and Technologies
82
ISSN(印刷版)2190-3018
ISSN(電子版)2190-3026

Other

Other13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
国/地域Japan
CityMatsue, Shimane
Period17/8/1217/8/15

ASJC Scopus subject areas

  • 決定科学(全般)
  • コンピュータ サイエンス(全般)

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