Journal of Computer Applications ›› 2020, Vol. 40 ›› Issue (11): 3346-3356.DOI: 10.11772/j.issn.1001-9081.2020040443

• Frontier & interdisciplinary applications • Previous Articles     Next Articles

Review of gaze tracking and its application in intelligent education

ZHANG Junjie, SUN Guangmin, ZHENG Kun   

  1. Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China
  • Received:2020-04-10 Revised:2020-06-29 Online:2020-11-10 Published:2020-07-20
  • Supported by:
    This work is partially supported by the Planning Subject for the 13th Five Year Plan of Beijing Education Sciences (CADA18069).

视线跟踪及其在智能教育中的应用研究综述

张俊杰, 孙光民, 郑鲲   

  1. 北京工业大学 信息学部, 北京 100124
  • 通讯作者: 郑鲲(1977-),男,河北保定人,副教授,博士,主要研究方向:智能教育、图像处理、神经网络;zhengkun@bjut.edu.cn
  • 作者简介:张俊杰(1993-),男,北京人,博士研究生,主要研究方向:神经网络、图像处理与模式识别;孙光民(1960-),男,山西闻喜人,教授,博士,主要研究方向:神经网络、图像处理与模式识别
  • 基金资助:
    北京市教育科学“十三五”规划课题(CADA18069)。

Abstract: Combining artificial intelligence with education is one of the hottest topics of artificial intelligence research. It is important to obtain learning state information in intelligent education. The changes of sight line can reflect mental and state changes directly or indirectly. Thus, gaze tracking plays an important role in the field of intelligent education. Firstly, the development of intelligent education was introduced. Then, the development, current research works and research status of gaze tracking technology were summed up and analyzed. And the related applications and research work of gaze tracking technology in education field of the past three years were summarized. Finally, the summary and prospect of the development trend of gaze tracking in education field were given.

Key words: intelligent education, artificial intelligence, E-learning, gaze tracking, learning analytics

摘要: 与教育相结合是当前人工智能研究的热点方向之一,获得学习状态信息是智能教育中非常重要的一个环节。视线变化可以直接或间接反映心理以及状态的变化,所以视线跟踪在智能教育领域起到重要作用。首先,对智能教育的发展进行了介绍;然后,对视线跟踪技术的发展、当前的研究工作以及研究现状进行了归纳与分析,总结了近3年视线跟踪技术在教育领域的相关应用与研究工作;最后,对视线跟踪技术在教育领域的发展趋势进行了总结与展望。

关键词: 智能教育, 人工智能, 在线教育, 视线跟踪, 学习分析

CLC Number: