Design Principles for Pedagogical Agents in a Virtual Reality Learning Environment: Providing Explanations in Real-Time Using Natural Language Processing

被引:0
|
作者
Steynberg, Johanna [1 ]
van Biljon, Judy [1 ]
van der Merwe, Ronell [1 ]
机构
[1] Univ South Africa, Pretoria, South Africa
来源
关键词
Adaptive learning; Virtual reality learning environment; Pedagogical agent; Natural language;
D O I
10.1007/978-3-031-71713-0_15
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Virtual reality learning environments are platforms where adaptive, personalized learning can occur in an authentic environment. Pedagogical agents in the virtual reality learning environment can augment adaptive learning scenarios based on natural language conversations with the learner. However, the development of an effective and efficient pedagogical agent that can converse with the learner in a natural way through natural speech in virtual reality learning environments persists as a significant challenge. Consideration of extant theory reveals a lack of evidence-based guidance on the design principles for pedagogical agents in a virtual reality learning environment which constitutes the rationale for this study. This study applies the design science research methodology to guide the design, development, and evaluation of a theory-based artefact. The paper will report on the first phase which presents the literature-based design aspects of a pedagogical agent in a virtual reality learning environment. The contribution of the paper is a list of literature-based guidelines on designing pedagogical agents for virtual reality learning environment. This is proposed as a theoretically based point of departure in developing pedagogical agents that can converse efficiently and effectively in natural language.
引用
收藏
页码:227 / 239
页数:13
相关论文
共 50 条
  • [1] Talking about what we think we see: Natural language processing for a real-time virtual environment
    Gurney, J
    Klipple, E
    Voss, C
    IEEE INTERNATIONAL JOINT SYMPOSIA ON INTELLIGENCE AND SYSTEMS, PROCEEDINGS, 1996, : 328 - 336
  • [2] Real-time Workload Assessment Using EEG Signals in Virtual Reality Environment
    Ren, Shen
    Babiloni, Fabio
    Thakor, Nitish V.
    Bezerianos, Anastasios
    XIV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING 2016, 2016, 57 : 1345 - 1346
  • [3] The research on real-time natural environment server in virtual environment
    Pang, GF
    System Simulation and Scientific Computing, Vols 1 and 2, Proceedings, 2005, : 963 - 966
  • [4] Real-Time Dream House Decorator in the Virtual Reality Environment
    Mokhtar, Muhammad Nur Aiman Bin Doktah
    Ismail, Ismahafezi
    Hamzah, Wan Mohd Amir Fazamin Wan
    Shamsuddin, Syadiah Nor Wan
    Arsad, Mohd Azhar M.
    SUSTAINABLE FINANCE, DIGITALIZATION AND THE ROLE OF TECHNOLOGY, ICBT 2021, 2023, 487 : 525 - 537
  • [5] A Real-time Distance Learning System for Alpine Skiing Using Virtual Reality
    Ono, Shigeharu
    Kanai, Hideaki
    Wu, Erwin
    Koike, Hideki
    2023 IEEE INTERNATIONAL CONFERENCE ON TEACHING, ASSESSMENT AND LEARNING FOR ENGINEERING, TALE, 2023, : 523 - 530
  • [6] Providing Real-time Feedback for Student Teachers in a Virtual Rehearsal Environment
    Barmaki, Roghayeh
    Hughes, Charles E.
    ICMI'15: PROCEEDINGS OF THE 2015 ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2015, : 531 - 537
  • [7] Making the Invisible Visible: Real-Time Feedback for Embedded Computing Learning Activity Using Pedagogical Virtual Machine with Augmented Reality
    Alrashidi, Malek
    Almohammadi, Khalid
    Gardner, Michael
    Callaghan, Victor
    AUGMENTED REALITY, VIRTUAL REALITY, AND COMPUTER GRAPHICS, AVR 2017, PT I, 2017, 10324 : 339 - 355
  • [8] Cooperation in Real-Time Using a Virtual Environment
    Koeles, Mate
    Hercegfi, Karoly
    Hamornik, Balazs Peter
    Logo, Emma
    Szabo, Balint
    Komlodi, Anita
    HUMAN-COMPUTER INTERACTION - INTERACT 2015, PT IV, 2015, 9299 : 461 - 464
  • [9] Sign language in immersive virtual reality: design, development, and evaluation of a virtual reality learning environment prototype
    Kasapakis, Vlasios
    Dzardanova, Elena
    Vosinakis, Spyros
    Agelada, Androniki
    INTERACTIVE LEARNING ENVIRONMENTS, 2024, 32 (10) : 6657 - 6671
  • [10] A shared augmented virtual environment for real-time mixed reality applications
    Zhu, Yu
    Li, Shiying
    Luo, Xi
    Zhu, Kang
    Fu, Qiang
    Chen, Xilin
    Gong, Huixing
    Yu, Jingyi
    COMPUTER ANIMATION AND VIRTUAL WORLDS, 2018, 29 (05)