Enhancing personalized feedback system by visual biometric data analysis

Jingyun Wang, Hong Fa Ho, Yuichi Ono

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish
Title of host publicationProceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
EditorsAyako Hiramatsu, Tokuro Matsuo, Akimitsu Kanzaki, Norihisa Komoda
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages410-413
Number of pages4
ISBN (Electronic)9781467389853
DOIs
Publication statusPublished - 2016 Aug 31
Event5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 - Kumamoto, Japan
Duration: 2016 Jul 102016 Jul 14

Publication series

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

Other

Other5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
CountryJapan
CityKumamoto
Period16/7/1016/7/14

Fingerprint

Biometrics
Feedback
Eye movements

Keywords

  • Eye-movement
  • Learning logs
  • Personalized
  • Questionnaires
  • Real-time feedbacks

ASJC Scopus subject areas

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

Cite this

Wang, J., Ho, H. F., & Ono, Y. (2016). Enhancing personalized feedback system by visual biometric data analysis. In A. Hiramatsu, T. Matsuo, A. Kanzaki, & N. Komoda (Eds.), Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 (pp. 410-413). [7557644] (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016). 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. ed. / Ayako Hiramatsu; Tokuro Matsuo; Akimitsu Kanzaki; Norihisa Komoda. Institute of Electrical and Electronics Engineers Inc., 2016. p. 410-413 7557644 (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wang, J, Ho, HF & Ono, Y 2016, Enhancing personalized feedback system by visual biometric data analysis. in A Hiramatsu, T Matsuo, A Kanzaki & N Komoda (eds), Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016., 7557644, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016, Institute of Electrical and Electronics Engineers Inc., pp. 410-413, 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016, Kumamoto, Japan, 16/7/10. https://doi.org/10.1109/IIAI-AAI.2016.231
Wang J, Ho HF, Ono Y. Enhancing personalized feedback system by visual biometric data analysis. In Hiramatsu A, Matsuo T, Kanzaki A, Komoda N, editors, 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. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016). 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. editor / Ayako Hiramatsu ; Tokuro Matsuo ; Akimitsu Kanzaki ; Norihisa Komoda. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 410-413 (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).
@inproceedings{3b6d0f5b172140bb8d11eccdae4163da,
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.",
keywords = "Eye-movement, Learning logs, Personalized, Questionnaires, Real-time feedbacks",
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",
series = "Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "410--413",
editor = "Ayako Hiramatsu and Tokuro Matsuo and Akimitsu Kanzaki and Norihisa Komoda",
booktitle = "Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016",

}

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.

KW - Eye-movement

KW - Learning logs

KW - Personalized

KW - Questionnaires

KW - Real-time feedbacks

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

AN - SCOPUS:84988808399

T3 - Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016

SP - 410

EP - 413

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

A2 - Hiramatsu, Ayako

A2 - Matsuo, Tokuro

A2 - Kanzaki, Akimitsu

A2 - Komoda, Norihisa

PB - Institute of Electrical and Electronics Engineers Inc.

ER -