Enhancing personalized feedback system by visual biometric data analysis

Jingyun Wang, Hong Fa Ho, Yuichi Ono

研究成果: 著書/レポートタイプへの貢献会議での発言

抄録

This paper propose to develop and evaluate a learning support system which can provide personalized feedbacks for helping learners to improve their learning ability. To support the analysis of learners' cognitive processes during learning activities, this system will collect not only their learning logs and questionnaires' responses, but also their visual biometric data (eye-movement data). Eye-tracking systems with not only eye safety advance but also precision advance will be used in this research. By analyzing all the collected data, the system will identify learners' characteristics and provide real-time feedbacks in response to their characteristics.

元の言語英語
ホスト出版物のタイトルProceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
出版者Institute of Electrical and Electronics Engineers Inc.
ページ410-413
ページ数4
ISBN(電子版)9781467389853
DOI
出版物ステータス出版済み - 8 31 2016
イベント5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 - Kumamoto, 日本
継続期間: 7 10 20167 14 2016

その他

その他5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
日本
Kumamoto
期間7/10/167/14/16

Fingerprint

Biometrics
Feedback
Eye movements

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Networks and Communications
  • Computer Science Applications
  • Computer Vision and Pattern Recognition

これを引用

Wang, J., Ho, H. F., & Ono, Y. (2016). Enhancing personalized feedback system by visual biometric data analysis. : Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 (pp. 410-413). [7557644] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIAI-AAI.2016.231

Enhancing personalized feedback system by visual biometric data analysis. / Wang, Jingyun; Ho, Hong Fa; Ono, Yuichi.

Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 410-413 7557644.

研究成果: 著書/レポートタイプへの貢献会議での発言

Wang, J, Ho, HF & Ono, Y 2016, Enhancing personalized feedback system by visual biometric data analysis. : Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016., 7557644, Institute of Electrical and Electronics Engineers Inc., pp. 410-413, 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016, Kumamoto, 日本, 7/10/16. https://doi.org/10.1109/IIAI-AAI.2016.231
Wang J, Ho HF, Ono Y. Enhancing personalized feedback system by visual biometric data analysis. : Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Institute of Electrical and Electronics Engineers Inc. 2016. p. 410-413. 7557644 https://doi.org/10.1109/IIAI-AAI.2016.231
Wang, Jingyun ; Ho, Hong Fa ; Ono, Yuichi. / Enhancing personalized feedback system by visual biometric data analysis. Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 410-413
@inproceedings{a2a377f3e5ce4f6283c0dc7b9cd680e7,
title = "Enhancing personalized feedback system by visual biometric data analysis",
abstract = "This paper propose to develop and evaluate a learning support system which can provide personalized feedbacks for helping learners to improve their learning ability. To support the analysis of learners' cognitive processes during learning activities, this system will collect not only their learning logs and questionnaires' responses, but also their visual biometric data (eye-movement data). Eye-tracking systems with not only eye safety advance but also precision advance will be used in this research. By analyzing all the collected data, the system will identify learners' characteristics and provide real-time feedbacks in response to their characteristics.",
author = "Jingyun Wang and Ho, {Hong Fa} and Yuichi Ono",
year = "2016",
month = "8",
day = "31",
doi = "10.1109/IIAI-AAI.2016.231",
language = "English",
pages = "410--413",
booktitle = "Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

TY - GEN

T1 - Enhancing personalized feedback system by visual biometric data analysis

AU - Wang, Jingyun

AU - Ho, Hong Fa

AU - Ono, Yuichi

PY - 2016/8/31

Y1 - 2016/8/31

N2 - This paper propose to develop and evaluate a learning support system which can provide personalized feedbacks for helping learners to improve their learning ability. To support the analysis of learners' cognitive processes during learning activities, this system will collect not only their learning logs and questionnaires' responses, but also their visual biometric data (eye-movement data). Eye-tracking systems with not only eye safety advance but also precision advance will be used in this research. By analyzing all the collected data, the system will identify learners' characteristics and provide real-time feedbacks in response to their characteristics.

AB - This paper propose to develop and evaluate a learning support system which can provide personalized feedbacks for helping learners to improve their learning ability. To support the analysis of learners' cognitive processes during learning activities, this system will collect not only their learning logs and questionnaires' responses, but also their visual biometric data (eye-movement data). Eye-tracking systems with not only eye safety advance but also precision advance will be used in this research. By analyzing all the collected data, the system will identify learners' characteristics and provide real-time feedbacks in response to their characteristics.

UR - http://www.scopus.com/inward/record.url?scp=84988808399&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84988808399&partnerID=8YFLogxK

U2 - 10.1109/IIAI-AAI.2016.231

DO - 10.1109/IIAI-AAI.2016.231

M3 - Conference contribution

SP - 410

EP - 413

BT - Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016

PB - Institute of Electrical and Electronics Engineers Inc.

ER -