Research on learning concentration recognition with multi-modal features in virtual reality environments

R Hu, Z Hui, Y Li, J Guan - Sustainability, 2023 - mdpi.com
Learning concentration, as a crucial factor influencing learning outcomes, provides the basis
for learners' self-regulation and teachers' instructional adjustments and intervention …

A method for evaluating the learning concentration in head-mounted virtual reality interaction

Y Lin, Y Lan, S Wang - Virtual Reality, 2023 - Springer
In education, learning concentration is closely related to the quality of learning, and teachers
can adjust their teaching methods accordingly to improve the learning outcomes of students …

Optical character recognition (OCR)-based and Gaussian mixture modeling-OCR-based slide-level “with-me-ness”: Automated measurement and feedback of …

C Lyu, H Chen, X Peng, J Ye… - International Journal of …, 2023 - Taylor & Francis
As video lectures are gaining more popularity, determining their effectiveness and obtaining
valuable feedback have become necessary. To measure the learners' attention state during …

Influence of students' learning style, sense of presence, and cognitive load on learning outcomes in an immersive virtual reality learning environment

CL Huang, YF Luo, SC Yang, CM Lu… - Journal of …, 2020 - journals.sagepub.com
The purpose of this study was to investigate the relationship among Taiwanese high school
students' learning style, sense of presence, cognitive load, and affective and cognitive …

Towards multi-modal evaluation of eye-tracked virtual heritage environment

J Tzi-Dong Ng, X Hu, Y Que - LAK22: 12th international learning …, 2022 - dl.acm.org
In times of pandemic-induced challenges, virtual reality (VR) allows audience to learn about
cultural heritage sites without temporal and spatial constraints. The design of VR content is …

[HTML][HTML] Cognitive and emotional engagement while learning with VR: The perspective of multimodal methodology

I Dubovi - Computers & Education, 2022 - Elsevier
This study uses a multimodal data analysis approach to provide a more continuous and
objective insight into how students' engagement unfolds and impacts learning …

Exploiting object-of-interest information to understand attention in VR classrooms

E Bozkir, P Stark, H Gao, L Hasenbein… - 2021 IEEE Virtual …, 2021 - ieeexplore.ieee.org
Recent developments in computer graphics and hardware technology enable easy access
to virtual reality headsets along with integrated eye trackers, leading to mass usage of such …

Mechanism to capture learners' interactions in virtual reality learning environment

A Prakash, R Rajendran - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Virtual Reality (VR) has the potential to improve learning in the education domain due to its
characteristics such as multi-sensory stimuli, immersion, interaction, first-person …

Influence of learning engagement on learning effect under a virtual reality (VR) environment

Y Xin - International Journal of Emerging Technologies in …, 2022 - learntechlib.org
In this study, the differences generated by the scenario resources under a virtual reality (VR)
environment to the learning effect and learning engagement were explored. Next, the …

Evaluation of Students' Learning Engagement in Online Classes Based on Multimodal Vision Perspective

Y Qi, L Zhuang, H Chen, X Han, A Liang - Electronics, 2023 - mdpi.com
The method of evaluating student engagement in online classrooms can provide a timely
alert to learners who are distracted, effectively improving classroom learning efficiency …