Developing an intelligent virtual reality interactive system based on the ADDIE model for learning pour-over coffee brewing

被引:0
|
作者
Yu S.-J. [1 ,2 ]
Hsueh Y.-L. [3 ,4 ,5 ]
Sun J.C.-Y. [1 ,2 ,6 ]
Liu H.-Z. [3 ]
机构
[1] Institute of Education, National Yang Ming Chiao Tung University, Hsinchu
[2] Institute of Education, National Chiao Tung University, Hsinchu
[3] Department of Computer Science & Information Engineering, National Chung Cheng University, Chiayi
[4] Center for Innovative Research on Aging Society (CIRAS), National Chung Cheng University, Chiayi
[5] Advanced Institute of Manufacturing with High-tech Innovations (AIM-HI), National Chung Cheng University, Chiayi
[6] National Center for High-performance Computing, National Applied Research Laboratories, Hsinchu Science Park, Hsinchu
来源
Computers and Education: Artificial Intelligence | 2021年 / 2卷
关键词
ADDIE model; Coffee brewing; Intelligent system; Learning performance; Manipulative ability; Virtual reality;
D O I
10.1016/j.caeai.2021.100030
中图分类号
学科分类号
摘要
This study aims to use the analysis, design, development, implementation, and evaluation (ADDIE) model to develop an intelligent virtual reality (VR) interactive system for learning pour-over coffee brewing. The operation of pour-over coffee brewing is complex. An intelligent system is a concrete actuator that realizes artificial intelligence (AI) decisions. When learners face the challenge of learning complex skills, an intelligent system can actively analyze their learning behaviors and provide corresponding intelligent feedback to correct them. Furthermore, head-mounted-display VR can structure an immersive environment to improve the learning experience and knowledge transfer. This research integrates these two techniques into an intelligent VR interactive system and utilizes the ADDIE model to enable the system to achieve the ideal educational framework. The participants were 103 students who experienced and evaluated this system. The results indicated that the intelligent VR interactive system matched the participants' learning requirements and enhanced their learning performance. In addition, the learners proposed some suggestions to optimize the system, such as adding detailed content to the intelligent feedback and note function. Overall, this system increases the effectiveness of learning. The study suggests that instructors can use an intelligent VR interactive system to strengthen learners’ manipulative ability and knowledge. © 2021 The Authors
引用
收藏
相关论文
共 4 条
  • [1] Hybrid Intelligent Controller for Magnetic Levitation System based on Virtual Reality Model
    Al Mashhadany, Yousif
    Abbas, Ahmed K.
    Algburi, Sameer
    2021 14TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), 2021, : 323 - 328
  • [2] Interactive Distance Media Learning Collaborative Based on Virtual Reality with Solar System Subject
    Zikky, Moh.
    Fathoni, Kholid
    Firdaus, Miftakhul
    2018 19TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2018, : 4 - 9
  • [3] A Self-Powered Triboelectric Nanogenerator Based on Intelligent Interactive System for Police Shooting Training Monitoring and Virtual Reality Interaction
    Li, Songyang
    Jia, Changjun
    Sun, Fengxin
    Zhu, Yongsheng
    MATERIALS, 2022, 15 (18)
  • [4] Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management
    Chen, Mingzhe
    Saad, Walid
    Yin, Changchuan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (11) : 5621 - 5635