Computational Analysis of the Impacts of Emotion on Learning in a Social Context

被引:1
|
作者
Treur, Jan [1 ]
van Wissen, Arlette [1 ]
机构
[1] Vrije Univ Amsterdam, Agent Syst Res Grp, Amsterdam, Netherlands
关键词
Social simulation; learning; emotion contagion; DECISION-MAKING; PREFRONTAL CORTEX; AMYGDALA; NEUROSCIENCE; PREDICTION; AWARENESS;
D O I
10.1109/WI-IAT.2012.253
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses how affective states and social interactions can strengthen learning processes. Using recent insights from Cognitive, Affective and Social Neuroscience it provides a computational model of learning processes, integrating mechanisms for the impact of a person's own emotions on these processes, as well as for the impact of emotions of others. By means of simulation experiments it is shown how these impacts strengthen the learning process. Based on these insights, and the presented computational model, support is provided for designing and testing (in silico) learning environments that enable and promote these impacts.
引用
收藏
页码:417 / 424
页数:8
相关论文
共 50 条
  • [1] Emotion in social context
    Redford, P
    PSYCHOLOGIST, 2000, 13 (06) : 294 - 294
  • [2] Social context and the experience of emotion
    Jakobs, E
    Manstead, ASR
    Fischer, AH
    JOURNAL OF NONVERBAL BEHAVIOR, 1996, 20 (02) : 123 - 142
  • [3] Framework of Emotion for the Singularity in a Social Context
    Yamakami, Toshihiko
    2017 19TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - OPENING NEW ERA OF SMART SOCIETY, 2017, : 468 - 472
  • [4] Computational Analysis of Emotion Dynamics
    Hakim, Ayesha
    Marsland, Stephen
    Guesgen, Hans W.
    2013 HUMAINE ASSOCIATION CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII), 2013, : 185 - 190
  • [5] A survey on deep learning for textual emotion analysis in social networks
    Peng, Sancheng
    Cao, Lihong
    Zhou, Yongmei
    Ouyang, Zhouhao
    Yang, Aimin
    Li, Xinguang
    Jia, Weijia
    Yu, Shui
    DIGITAL COMMUNICATIONS AND NETWORKS, 2022, 8 (05) : 745 - 762
  • [6] Emotion Analysis based on Incremental Online Learning in Social Networks
    Egorova, E.
    Tsarev, D.
    Surikov, A.
    2021 IEEE 15TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT2021), 2021,
  • [7] A survey on deep learning for textual emotion analysis in social networks
    Sancheng Peng
    Lihong Cao
    Yongmei Zhou
    Zhouhao Ouyang
    Aimin Yang
    Xinguang Li
    Weijia Jia
    Shui Yu
    Digital Communications and Networks, 2022, 8 (05) : 745 - 762
  • [8] Computational optimization problems in social interaction and empathic social emotion
    Nicoladie D Tam
    BMC Neuroscience, 15 (Suppl 1)
  • [9] Context Analysis of User Decision based on Social Learning
    Lee, B. Z.
    Lu, H. Y.
    Ma, S. H.
    Song, X. P.
    INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2013, 8 (04) : 5 - 9
  • [10] Infusing Context Into Emotion Perception Impacts Emotion Decoding Accuracy A Truth and Bias Model
    Hess, Ursula
    Kafetsios, Konstantinos
    EXPERIMENTAL PSYCHOLOGY, 2021, 68 (06) : 285 - 294