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
  • [21] The ideology of intelligent tutoring systems
    Yang, Feng-Jen
    [J]. ACM Inroads, 2010, 1 (04) : 63 - 65
  • [22] MultiAgent Intelligent Tutoring Systems
    Omar, N
    Marietto, MDB
    Pimentel, EP
    de França, VF
    [J]. 6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XV, PROCEEDINGS: MOBILE/WIRELESS COMPUTING AND COMMUNICATION SYSTEMS III, 2002, : 441 - 443
  • [23] Intelligent tutoring systems as design
    Wu, AKW
    Lee, MC
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 1998, 14 (02) : 209 - 220
  • [24] Ranking Feature Sets for Emotion Models Used in Classroom Based Intelligent Tutoring Systems
    Cooper, David G.
    Muldner, Kasia
    Arroyo, Ivon
    Woolf, Beverly Park
    Burleson, Winslow
    [J]. USER MODELING, ADAPTATION, AND PERSONALIZATION, PROCEEDINGS, 2010, 6075 : 135 - +
  • [25] INTELLIGENT TUTORING SYSTEMS - PERSPECTIVE
    BURNS, HL
    PARLETT, JW
    BUSHMAN, JB
    [J]. 1989 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-3: CONFERENCE PROCEEDINGS, 1989, : 755 - 760
  • [26] Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems
    Ramon Zatarain Cabada
    Hector Rodriguez Rangel
    Maria Lucia Barron Estrada
    Hector Manuel Cardenas Lopez
    [J]. Soft Computing, 2020, 24 : 7593 - 7602
  • [27] IS THERE A PLACE IN OR FOR INTELLIGENT TUTORING SYSTEMS
    ANGELIDES, MC
    DOUKIDIS, GI
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1990, 41 (06) : 491 - 503
  • [28] THE USABILITY OF INTELLIGENT TUTORING SYSTEMS
    GRAY, WD
    BURNS, B
    SCHOOLER, L
    [J]. PROCEEDINGS OF THE HUMAN FACTORS SOCIETY 33RD ANNUAL MEETING, VOL 2, 1989, : 1343 - 1347
  • [29] INTELLIGENT TUTORING SYSTEMS - AN OVERVIEW
    NWANA, HS
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 1990, 4 (04) : 251 - 277
  • [30] The Research of Intelligent Tutoring System Based on the Cognition and Emotion
    Wang, Lan
    [J]. PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY (ISCSCT 2009), 2009, : 84 - 87