Interaction reproducing model: A model for giving supports appropriate to user state

Hideki Aoyama, Motoyuki Ozeki, Yuichi Nakamura

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This paper presents a novel Interaction Reproducing Model (IRM) for the purpose of adjusting computer user support to match the state of the user, and it consists of a set of Interaction Finite State Machines (I-FSMs). Each I-FSM is trained using actual interaction records, and it represents an ideal interaction pattern for a user state. It can choose an appropriate system action by reproducing the interaction pattern of the I-FSM most similar to the current interaction. We developed a prototype teaching system, and conducted preliminary experiments. The results show that user impressions using our approach were better than when using the system without our approach.

本文言語English
ホスト出版物のタイトルAdvances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings
ページ426-435
ページ数10
DOI
出版ステータスPublished - 2008 12 1
外部発表はい
イベント9th Pacific Rim Conference on Multimedia, PCM 2008 - Tainan, Taiwan, Province of China
継続期間: 2008 12 92008 12 13

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5353 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other9th Pacific Rim Conference on Multimedia, PCM 2008
国/地域Taiwan, Province of China
CityTainan
Period08/12/908/12/13

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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