Effects of artificial Intelligence–Enabled personalized recommendations on learners' learning engagement, motivation, and outcomes in a flipped classroom

AYQ Huang, OHT Lu, SJH Yang - Computers & Education, 2023 - Elsevier
The flipped classroom approach is aimed at improving learning outcomes by promoting
learning motivation and engagement. Recommendation systems can also be used to …

[PDF][PDF] Exploring students engagement towards the learning management system (LMS) using learning analytics.

SN Ismail, S Hamid, M Ahmad… - … systems science & …, 2021 - cdn.techscience.cn
Learning analytics is a rapidly evolving research discipline that uses the insights generated
from data analysis to support learners as well as optimize both the learning process and …

Analytics of time management strategies in a flipped classroom

N Ahmad Uzir, D Gašević, W Matcha… - Journal of Computer …, 2020 - Wiley Online Library
This paper aims to explore time management strategies followed by students in a flipped
classroom through the analysis of trace data. Specifically, an exploratory study was …

Analytics of learning strategies: Associations with academic performance and feedback

W Matcha, D Gašević, NAA Uzir, J Jovanović… - Proceedings of the 9th …, 2019 - dl.acm.org
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …

Trace-SRL: a framework for analysis of microlevel processes of self-regulated learning from trace data

J Saint, A Whitelock-Wainwright… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning
holds the promise of providing insights into latent constructs, such as learning strategy, self …

Analytics of Learning Strategies: Role of Course Design and Delivery Modality Authors

W Matcha, D Gasevic, J Jovanovic… - Journal of Learning …, 2020 - research.ed.ac.uk
Generalizability of the value of methods based on learning analytics remains one of the big
challenges in the field of learning analytics. One approach to testing generalizability of a …

A learning analytic approach to unveiling self-regulatory processes in learning tactics

Y Fan, J Saint, S Singh, J Jovanovic… - LAK21: 11th international …, 2021 - dl.acm.org
Investigation of learning tactics and strategies has received increasing attention by the
Learning Analytics (LA) community. While previous research efforts have made notable …

Exploring relationship among self-regulated learning, self-efficacy and engagement in blended collaborative context

S Zhao, C Cao - SAGE Open, 2023 - journals.sagepub.com
Collaboration proves to be an effective way to facilitate students' engagement and solve the
mostly-mentioned problems of blended learning (BL). For collaborative BL, self-regulated …

Student profiles of change in a university course: A complex dynamical systems perspective

O Poquet, J Jovanovic, A Pardo - LAK23: 13th international learning …, 2023 - dl.acm.org
Learning analytics approaches to profiling students based on their study behaviour remain
limited in how they integrate temporality and change. To advance this area of work, the …

Identifying and comparing multi-dimensional student profiles across flipped classrooms

P Mejia-Domenzain, M Marras, C Giang… - … Conference on Artificial …, 2022 - Springer
Flipped classroom (FC) courses, where students complete pre-class activities before
attending interactive face-to-face sessions, are becoming increasingly popular. However …