[HTML][HTML] Research trends in multimodal learning analytics: A systematic map** study

H Ouhaichi, D Spikol, B Vogel - Computers and Education: Artificial …, 2023 - Elsevier
Understanding and improving education are critical goals of learning analytics. However,
learning is not always mediated or aided by a digital system that can capture digital traces …

The interplay of learning, analytics and artificial intelligence in education: A vision for hybrid intelligence

M Cukurova - British Journal of Educational Technology, 2024 - Wiley Online Library
This paper presents a multidimensional view of AI's role in education, emphasising the
intricate interplay among AI, analytics and human learning processes. Here, I challenge 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 …

[PDF][PDF] Pedagogy in teaching computer science in schools: A literature review

J Waite - London: Royal Society, 2017 - royalsociety.org
Literature review: pedagogy in teaching Page 1 Pedagogy in teaching Computer Science in
schools: A Literature Review Jane Waite Queen Mary University of London and King's …

The NISPI framework: Analysing collaborative problem-solving from students' physical interactions

M Cukurova, R Luckin, E Millán, M Mavrikis - Computers & Education, 2018 - Elsevier
Collaborative problem-solving (CPS) is a fundamental skill for success in modern societies,
and part of many common constructivist teaching approaches. However, its effective …

Design of learning media: modeling & simulation of building thermal comfort optimization system in building physics course

EK Wati, N Widiansyah - Jurnal Pendidikan IPA Indonesia, 2020 - journal.unnes.ac.id
The use of instructional media is something that can support the teaching and learning
process; therefore, a lecturer must have the ability to create and develop learning media …

Enhancing Student's Problem-Solving Skills through Project-Based Learning.

E Karan, L Brown - Journal of Problem Based Learning in Higher …, 2022 - ERIC
The goal of the study is to overcome two main drawbacks of traditional science, technology,
engineering, and math (STEM) pedagogical strategies using PBL-lack of student …

Modelling collaborative problem-solving competence with transparent learning analytics: is video data enough?

M Cukurova, Q Zhou, D Spikol, L Landolfi - Proceedings of the tenth …, 2020 - dl.acm.org
In this study, we describe the results of our research to model collaborative problem-solving
(CPS) competence based on analytics generated from video data. We have collected~ 500 …

Estimation of success in collaborative learning based on multimodal learning analytics features

D Spikol, E Ruffaldi, L Landolfi… - 2017 IEEE 17th …, 2017 - ieeexplore.ieee.org
Multimodal learning analytics provides researchers new tools and techniques to capture
different types of data from complex learning activities in dynamic learning environments …

Knowledge construction in computer science and engineering when learning through making

P Charlton, K Avramides - IEEE Transactions on Learning …, 2016 - ieeexplore.ieee.org
This paper focuses on a design based research study about STEM (Science, Technology,
Engineering and Maths) learning by making through collaboration and production. This …