Power to the teachers: an exploratory review on artificial intelligence in education

P Lameras, S Arnab - Information, 2021 - mdpi.com
This exploratory review attempted to gather evidence from the literature by shedding light on
the emerging phenomenon of conceptualising the impact of artificial intelligence in …

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 …

Designing educational technologies in the age of AI: A learning sciences‐driven approach

R Luckin, M Cukurova - British Journal of Educational …, 2019 - Wiley Online Library
Interdisciplinary research from the learning sciences has helped us understand a great deal
about the way that humans learn, and as a result we now have an improved understanding …

Examining socially shared regulation and shared physiological arousal events with multimodal learning analytics

A Nguyen, S Järvelä, C Rosé… - British Journal of …, 2023 - Wiley Online Library
Socially shared regulation contributes to the success of collaborative learning. However, the
assessment of socially shared regulation of learning (SSRL) faces several challenges in the …

Determinants in advancement of teaching and learning in higher education: In special reference to management education

OJ Gupta, S Yadav - The International Journal of Management Education, 2023 - Elsevier
The pandemic has significantly impacted the education sector, and technology has played a
crucial role in education delivery. This study aims to identify factors that enhance the …

Supervised machine learning in multimodal learning analytics for estimating success in project‐based learning

D Spikol, E Ruffaldi, G Dabisias… - Journal of Computer …, 2018 - Wiley Online Library
Multimodal learning analytics provides researchers new tools and techniques to capture
different types of data from complex learning activities in dynamic learning environments …

Towards a generalized competency model of collaborative problem solving

C Sun, VJ Shute, A Stewart, J Yonehiro, N Duran… - Computers & …, 2020 - Elsevier
Collaborative problem solving (CPS) is an essential skill in the 21st century. There is a need
for an appropriate framework and operationalization of CPS to guide its assessment and …

Artificial intelligence and multimodal data in the service of human decision‐making: A case study in debate tutoring

M Cukurova, C Kent, R Luckin - British Journal of Educational …, 2019 - Wiley Online Library
The question:“What is an appropriate role for AI?” is the subject of much discussion and
interest. Arguments about whether AI should be a human replacing technology or a human …

From data to insights: A layered storytelling approach for multimodal learning analytics

R Martinez-Maldonado, V Echeverria… - Proceedings of the …, 2020 - dl.acm.org
Significant progress to integrate and analyse multimodal data has been carried out in the
last years. Yet, little research has tackled the challenge of visualising and supporting the …

On the use of soft computing methods in educational data mining and learning analytics research: A review of years 2010–2018

A Charitopoulos, M Rangoussi… - International Journal of …, 2020 - Springer
The aim of this paper is to survey recent research publications that use Soft Computing
methods to answer education-related problems based on the analysis of educational data …