Towards Real-Time Contextual Touristic Emotion and Satisfaction Estimation with Wearable Devices

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

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

抜粋

Following the technical progress and growing touristic market, demand on guidance systems is constantly increasing. Current systems are not personalized, they usually provide only a general information on sightseeing spot and do not concern about the tourist's perception of it. To design more adjustable and context-aware system, we focus on collecting and estimating emotions and satisfaction level, those tourists experience during the sightseeing tour. We reducing changes in their behaviour by collecting two types of information: conscious (short videos with impressions) and unconscious (behavioural pattern recorded with wearable devices) continuously during the whole tour. We have conducted experiments and collected initial data to build the prototype system. For each sight of the tour, participants provided an emotion and satisfaction labels. We use them to train unimodal neural network based models, fuse them together and get the final prediction for each recording. As tourist himself is the only source of labels for such system, we introduce an approach of post-experimental label correction, based on paired comparison. Such system built together allows us to use different modalities or their combination to perform real-time tourist emotion recognition and satisfaction estimation in-the-wild, bringing touristic guidance systems to the new level.

元の言語英語
ホスト出版物のタイトル2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019
出版者Institute of Electrical and Electronics Engineers Inc.
ページ358-360
ページ数3
ISBN(電子版)9781538691519
DOI
出版物ステータス出版済み - 3 1 2019
イベント2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019 - Kyoto, 日本
継続期間: 3 11 20193 15 2019

出版物シリーズ

名前2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019

会議

会議2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019
日本
Kyoto
期間3/11/193/15/19

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems and Management
  • Artificial Intelligence

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  • これを引用

    Fedotov, D., Matsuda, Y., Takahashi, Y., Arakawa, Y., Yasumoto, K., & Minker, W. (2019). Towards Real-Time Contextual Touristic Emotion and Satisfaction Estimation with Wearable Devices. : 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019 (pp. 358-360). [8730864] (2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PERCOMW.2019.8730864