Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

Success prediction in MOOCs a case study

A Pigeau, O Aubert, Y Prié - Educational Data Mining 2019, 2019 - hal.science
Success prediction in Massive Open Online Courses (MOOCs) is now tackled in numerous
works, but still needs new case studies to compare the solutions proposed. We study here a …

Towards fine-grained reading dashboards for online course revision

M Sadallah, B Encelle, AE Maredj, Y Prié - … Technology Research and …, 2020 - Springer
Providing high-quality courses is of utmost importance to drive successful learning. This
compels course authors to continuously review their contents to meet learners' needs …

User-Centered Course Reengineering: An Analytical Approach to Enhancing Reading Comprehension in Educational Content

M Sadallah - arXiv preprint arXiv:2412.11944, 2024 - arxiv.org
Delivering high-quality content is crucial for effective reading comprehension and successful
learning. Ensuring educational materials are interpreted as intended by their authors is a …

[PDF][PDF] A Trusted Learning Analytics Dashboard for Displaying OER

A Ahmad, II Yordanov, J Yau, J Schneider… - Distributed Learning …, 2023 - library.oapen.org
Learning Analytics (LA) consists of miscellaneous steps that include data harvesting, storing,
cleaning, anonymisation, mining, analysis, and visualisation so that the vast amount of …

Enhancing Course Revision: Introducing CoReaDa-an Advanced Reading Analytics Dashboard

M Sadallah - 2023 - osf.io
Ensuring the delivery of high-quality courses that foster successful learning outcomes is
crucial. Course authors are faced with the ongoing challenge of revising their content to …

Leveraging learners' activity logs for course reading analytics using session-based indicators

M Sadallah, B Encelle, AE Maredj… - International journal of …, 2020 - inderscienceonline.com
A challenge that course authors face when reviewing their contents is to detect how to
improve their courses in order to meet the expectations of their learners. In this paper, we …

Fostering Collaborative and Creative Design of Learning Dashboards: An Empowered Participatory Approach and Tools

M Sadallah, JM Gilliot - 2023 - hal.science
Learning dashboards aim to support decision-making throughout the learning process.
However, their widespread adoption remains limited. While this observation can be …

[PDF][PDF] User-Centered Course Reengineering

M Sadallah - 2022 - madjidsadallah.net
The delivery of high-quality content is essential for effective reading comprehension and, by
extension, successful learning. However, ensuring that educational materials are interpreted …

Interaction in Progressive Visual Analytics. An application to progressive sequential pattern mining

V Raveneau - 2020 - theses.hal.science
The Progressive Visual Analytics (PVA) paradigm has been proposed to alleviate difficulties
of Visual Analytics when dealing with large datasets or time-consuming algorithms, by using …