Towards estimating emotions and satisfaction level of tourist based on eye gaze and head movement

Dmitrii Fedotov, Yuki Matsuda, Yuta Takahashi, Yutaka Arakawa, Keiichi Yasumoto, Wolfgang Minker

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

3 被引用数 (Scopus)

抄録

Following the increase in demand for 'smart tourism,' various tourist information becomes available. Current tourist guidance systems can provide many possible routes around the city, which are usually based on an optimal distance and time or popularity of the place. To design more enjoyable tourist routes, we should be aware of tourist's perception of the urban environment. In this paper, we propose the methodology of estimating the tourist emotions and satisfaction level by analysing physiological features, such as head movement and eye gaze. Features derived from raw sensor data have the correlation up to 0.58 with emotion and satisfaction labels. This study also shows the differences in feature/label dependencies between different touristic areas and highlights the challenges of tourist satisfaction estimation.

本文言語英語
ホスト出版物のタイトルProceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ399-404
ページ数6
ISBN(印刷版)9781538647059
DOI
出版ステータス出版済み - 7 26 2018
外部発表はい
イベント4th IEEE International Conference on Smart Computing, SMARTCOMP 2018 - Taormina, Sicily, イタリア
継続期間: 6 18 20186 20 2018

出版物シリーズ

名前Proceedings - 2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018

会議

会議4th IEEE International Conference on Smart Computing, SMARTCOMP 2018
国/地域イタリア
CityTaormina, Sicily
Period6/18/186/20/18

All Science Journal Classification (ASJC) codes

  • 人工知能
  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 安全性、リスク、信頼性、品質管理

フィンガープリント

「Towards estimating emotions and satisfaction level of tourist based on eye gaze and head movement」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