Multimodal data capabilities for learning: What can multimodal data tell us about learning?

K Sharma, M Giannakos - British Journal of Educational …, 2020 - Wiley Online Library
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …

The role of learning theory in multimodal learning analytics

M Giannakos, M Cukurova - British Journal of Educational …, 2023 - Wiley Online Library
This study presents the outcomes of a semi‐systematic literature review on the role of
learning theory in multimodal learning analytics (MMLA) research. Based on previous …

Impact of virtual reality use on the teaching and learning of vectors

E Campos, I Hidrogo, G Zavala - Frontiers in Education, 2022 - frontiersin.org
The use of virtual reality in education has enabled the possibility of representing abstract
concepts and virtually manipulating them, providing a suitable platform for understanding …

The effects of the size and weight of a mobile device on an educational game

D Furió, S González-Gancedo, MC Juan, I Seguí… - Computers & …, 2013 - Elsevier
In this paper, we present an educational game for an iPhone and a Tablet PC. The main
objective of the game was to reinforce children's knowledge about the water cycle. The …

Embodied learning using a tangible user interface: The effects of haptic perception and selective pointing on a spatial learning task

A Skulmowski, S Pradel, T Kühnert, G Brunnett… - Computers & …, 2016 - Elsevier
Abstract Tangible User Interfaces offer new ways of interaction with virtual objects, yet little
research has been conducted on their learner-friendly design in the context of spatial …

Haptic-enabled collaborative learning in virtual reality for schools

M Webb, M Tracey, W Harwin, O Tokatli… - Education and …, 2022 - Springer
This paper reports on a study which designed and developed a multi-fingered haptic
interface in conjunction with a three-dimensional (3D) virtual model of a section of the cell …

[PDF][PDF] Real Objects Understanding Using 3D Haptic Virtual Reality for E-Learning Education.

SA Chelloug, H Ashfaq, SA Alsuhibany… - … , Materials & Continua, 2023 - researchgate.net
In the past two decades, there has been a lot of work on computer vision technology that
incorporates many tasks which implement basic filtering to image classification. The major …

Embodied preparation for learning basic quantum chemistry: A mixed‐method study

CH Müller, M Reiher, M Kapur - Journal of Computer Assisted …, 2024 - Wiley Online Library
Background Haptic feedback has been shown to be an effective facilitator of the learning of
scientific concepts in a series of studies. However, little is known about the underlying …

Investigating the novelty effect in virtual reality on stem learning

W Huang - 2020 - search.proquest.com
The science, technology, engineering, and math (STEM) education community is interested
in using virtual reality (VR) to help students learn STEM knowledge. Prior research also …

Examining whether touch sensory feedback is necessary for science learning through experimentation: A literature review of two different lines of research across K …

ZC Zacharia - Educational Research Review, 2015 - Elsevier
The focus of this paper is on the contribution that active touch sensory feedback offered
through physical or virtual (with haptic feedback) manipulatives, makes to students' learning …