A Review of Emotion Regulation in Intelligent Tutoring Systems

被引:1
|
作者
Malekzadeh, Mehdi [1 ]
Mustafa, Mumtaz Begum [1 ]
Lahsasna, Adel [2 ]
机构
[1] Univ Malaya, Fac Comp Sci & Informat Technol, Multimodal Interact Res Lab, Kuala Lumpur, Malaysia
[2] Univ Malaya, Fac Comp Sci & Informat Technol, Artificial Intelligence Dept, Kuala Lumpur, Malaysia
来源
EDUCATIONAL TECHNOLOGY & SOCIETY | 2015年 / 18卷 / 04期
关键词
Emotion; Emotion regulation; Emotion regulation strategy; Emotion coping strategy; Learning; Intelligent tutoring system; POSITIVE AFFECT; DECISION-MAKING; AGENT; ACHIEVEMENT; DIAGNOSIS; FRAMEWORK;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Having improved emotional (affective) state may have several benefits on learners, such as promoting higher cognitive flexibility and opens the learner to discovery of new ideas and possibilities. On other side, negative emotional states like boredom and frustration have been linked with less use of self-regulation and cognitive strategies for learning as well as increases in disengaged and disturbing behavior during learning. In the area of computerised learning, several researchers strongly agree that intelligent tutoring systems (ITSs) would significantly improve its performance if it can adapt to the affective state (emotional state) of the learners. This idea has spawned an important trend in the development of ITSs, which are systems with the ability to regulate a learner's adverse emotions. In the present study, we discuss the existing studies that have implemented different emotion regulation strategies such as coping strategies and implementation of these strategies in the domain of intelligent tutoring system (ITS). The results of the review show that applying emotion regulation strategies during computerised learning may produce more optimistic emotions as well as better learning gain.
引用
收藏
页码:435 / 445
页数:11
相关论文
共 50 条
  • [41] A framework for affective intelligent tutoring systems
    Nkambou, Roger
    [J]. 2006 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY BASED HIGHER EDUCATION AND TRAINING, VOLS 1 AND 2, 2006, : 129 - 135
  • [42] A pattern language for intelligent tutoring systems
    Davedzic, V
    [J]. IWALT 2000: INTERNATIONAL WORKSHOP ON ADVANCED LEARNING TECHNOLOGIES: ADVANCED LEARNING TECHNOLOGY: DESIGN AND DEVELOPMENT ISSUES, 2000, : 149 - 150
  • [43] AN AUTHORING ENVIRONMENT FOR INTELLIGENT TUTORING SYSTEMS
    JOHNSON, WB
    NESTE, LO
    DUNCAN, PC
    [J]. 1989 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-3: CONFERENCE PROCEEDINGS, 1989, : 761 - 765
  • [44] A biocybernetic approach for intelligent tutoring systems
    Karamouzis, Stamos T.
    Vrettos, Andreas
    [J]. Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007, : 267 - 271
  • [45] Explanatory mechanisms for intelligent tutoring systems
    Metzler, DP
    Martincic, CJ
    [J]. INTELLIGENT TUTORING SYSTEMS, 1998, 1452 : 136 - 145
  • [46] Motivation diagnosis in intelligent tutoring systems
    de Vicente, A
    Pain, H
    [J]. INTELLIGENT TUTORING SYSTEMS, 1998, 1452 : 86 - 95
  • [47] Developmental Learning for Intelligent Tutoring Systems
    Clement, Benjamin
    Roy, Didier
    Oudeyer, Pierre-Yves
    Lopes, Manuel
    [J]. FOUTH JOINT IEEE INTERNATIONAL CONFERENCES ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (IEEE ICDL-EPIROB 2014), 2014, : 426 - 433
  • [48] Towards less intelligent tutoring systems
    Siemer, J
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 727 - 729
  • [49] Intelligent diagnosing and learning agents for intelligent tutoring systems
    Huang, MJ
    [J]. JOURNAL OF COMPUTER INFORMATION SYSTEMS, 1999, 40 (01) : 45 - 50
  • [50] Developing intelligent tutoring systems for mathematics
    Nunes, MDGV
    Hasegawa, R
    [J]. COMPUTERS AND ARTIFICIAL INTELLIGENCE, 1997, 16 (06): : 561 - 581