Emotion recognition using biological signal in intelligent space

Kanlaya Rattanyu, Makoto Mizukawa

研究成果: Conference contribution

6 被引用数 (Scopus)

抄録

In this study, we focus on emotion recognition for service robots in the living space based on Electrocardiogram (ECG). An emotional state is important information that allows a robot system to provide appropriate services in way that are more in tune with users' needs and preferences. Moreover, the users' emotional state can be feedbacks to evaluate user's level of satisfaction in the services. We apply a diagnosis method that uses both inter-beat and within-beat features of ECG. The post hoc tests in Analysis of Variance (ANOVA) showed that our approach satisfies more confidence level of difference between emotions than conventional methods. Our system design was based on wireless and wearable biological sensor for mobility and convenience of users' daily lifestyle.

本文言語English
ホスト出版物のタイトルHuman-Computer Interaction
ホスト出版物のサブタイトルTowards Mobile and Intelligent Interaction Environments - 14th International Conference, HCI International 2011, Proceedings
ページ586-592
ページ数7
PART 3
DOI
出版ステータスPublished - 2011 7 19
イベント14th International Conference on Human-Computer Interaction, HCI International 2011 - Orlando, FL, United States
継続期間: 2011 7 92011 7 14

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)
番号PART 3
6763 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference14th International Conference on Human-Computer Interaction, HCI International 2011
CountryUnited States
CityOrlando, FL
Period11/7/911/7/14

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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