Presentation 2020-01-25
State estimation of learner in a learning situation where gaze target changes
Kanako Nakamura, Yoshinori Takei, Kensuke Ishikawa, Kazuki Hirasawa, Hidehito Nanto,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) Support from teachers and assistants is essential for children with learning disabilities. It is not easy for teachers to provide appropriate support to a plurality of students in classes in a general classroom. Therefore, we have proposed a system for estimating the degree of concentration based on the matching between the learner's gaze and the gaze target, and a learning status notification system based on the estimation. In this study, we developed a system that can switch the gaze target using gestures measured based on the acceleration sensor worn on the wrist. We show the experimental results on the estimation of the degree of concentration when the gaze target changes
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Learning support / Concentration / Machine learning
Paper # HCS2019-58
Date of Issue 2020-01-18 (HCS)

Conference Information
Committee HCS
Conference Date 2020/1/25(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Room407, J:COM HorutoHall OITA (Oita)
Topics (in Japanese) (See Japanese page)
Topics (in English) Psychology and Life-stage of Communication, etc.
Chair Masafumi Matsuda(NTT)
Vice Chair Tomoo Inoue(Univ. of Tsukuba) / Yugo Hayashi(Ritsumeikan Univ.)
Secretary Tomoo Inoue(Kanazawa Inst. of Tech.) / Yugo Hayashi(Osaka Electro-Comm. Univ.)
Assistant Tomoko Kanda(Osaka Inst. of Tech.) / Kazuki Takashima(Tohoku Univ.) / Ken Fujiwara(Osaka Univ. of Economic) / Kazunori Terada(Gifu Univ.) / Atsushi Kimura(Nihon Univ.) / HUANG HUNGHSUAN(Riken)

Paper Information
Registration To Technical Committee on Human Communication Science
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) State estimation of learner in a learning situation where gaze target changes
Sub Title (in English)
Keyword(1) Learning support
Keyword(2) Concentration
Keyword(3) Machine learning
1st Author's Name Kanako Nakamura
1st Author's Affiliation Kanazawa Institute of Technology(KIT)
2nd Author's Name Yoshinori Takei
2nd Author's Affiliation Kanazawa Institute of Technology(KIT)
3rd Author's Name Kensuke Ishikawa
3rd Author's Affiliation Kanazawa Institute of Technology(KIT)
4th Author's Name Kazuki Hirasawa
4th Author's Affiliation Kanazawa Institute of Technology(KIT)
5th Author's Name Hidehito Nanto
5th Author's Affiliation Kanazawa Institute of Technology(KIT)
Date 2020-01-25
Paper # HCS2019-58
Volume (vol) vol.119
Number (no) HCS-394
Page pp.pp.23-27(HCS),
#Pages 5
Date of Issue 2020-01-18 (HCS)