An immersive situational group learning system with body movement and emotion recognition combined with subject knowledge

Meng Xuan Xie, Yu Wei Wu, Gwo Dong Chen, Jen Hang Wang, Su Hang Yang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In the current digital situational learning, such as digital game-based learning or Second Life, learners use virtual characters to enter the situational learning, instead of using their own bodies. In addition, many subject matters requiring situational learning need a combination of subject knowledge, body language, and emotional expression, and require students to conduct group learning. However, most of the current situational systems can only provide evaluation and feedback on text or language, and cannot provide feedback on body movements and emotional expressions. To address these issues, this study establishes a situational learning system that enables students to enter the learning situation with their whole body and in small groups. Furthermore, the cognitive services of artificial intelligence are also adopted to conduct immediate evaluation and feedback on students' learning performance, such as language, body movement, and emotional display, and students' learning outcomes can be displayed in front of their peers. The experimental results show that the proposed situational learning system can improve students' learning effect for subject matters that need to combine body movements and emotional expression.

Original languageEnglish
Title of host publicationProceedings - 2022 International Conference on Advanced Learning Technologies, ICALT 2022
EditorsMaiga Chang, Nian-Shing Chen, Mihai Dascalu, Demetrios G Sampson, Ahmed Tlili, Stefan Trausan-Matu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages292-296
Number of pages5
ISBN (Electronic)9781665495196
DOIs
StatePublished - 2022
Event22nd International Conference on Advanced Learning Technologies, ICALT 2022 - Bucharest, Romania
Duration: 1 Jul 20224 Jul 2022

Publication series

NameProceedings - 2022 International Conference on Advanced Learning Technologies, ICALT 2022

Conference

Conference22nd International Conference on Advanced Learning Technologies, ICALT 2022
Country/TerritoryRomania
CityBucharest
Period1/07/224/07/22

Keywords

  • Activity Recognition and Application
  • Immediate Feedback
  • Immersive Situated Learning
  • Situational Learning

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