A conceptual framework linking learning design with learning analytics

A Bakharia, L Corrin, P De Barba, G Kennedy… - Proceedings of the sixth …, 2016 - dl.acm.org
In this paper we present a learning analytics conceptual framework that supports enquiry-
based evaluation of learning designs. The dimensions of the proposed framework emerged …

Supporting self-regulated learning with learning analytics

JM Lodge, E Panadero, J Broadbent… - Learning analytics in …, 2018 - taylorfrancis.com
In an increasingly information rich world, students are exposed to diverse sources of
material to inform their learning. As more formal and informal learning occurs in digital …

An infographics-based tool for monitoring dropout risk on distance learning in higher education

M Brito, F Medeiros, EP Bezerra - 2019 18th International …, 2019 - ieeexplore.ieee.org
Given the difficulty of identifying students at dropout risk from the native logs and reports of
the Virtual Learning Environments (VLEs), computational methods and tools based on …

Analytics for supporting teaching success in higher education: A systematic review

D Ifenthaler, JYK Yau - 2022 IEEE Global Engineering …, 2022 - ieeexplore.ieee.org
Learning analytics are utilized to support learners' educational needs as well as to enhance
their study success, for example, via the use of real-time prompts, motivational dashboards …

Review on dashboard application from managerial perspective

AA Rahman, YB Adamu, P Harun - … International Conference on …, 2017 - ieeexplore.ieee.org
The usage of dashboards in organizations along with the development of dashboard
applications has continued to proliferate nowadays. This is as a result of the rapid replication …

Moodle analytics dashboard: A learning analytics tool to visualize users interactions in moodle

L Einhardt, TA Tavares… - 2016 XI Latin American …, 2016 - ieeexplore.ieee.org
The present work describes the Moodle Analytics Dashboard (MAD), a tool developed to
allow the visualization of students and professors logs in Moodle disciplines. MAD provides …

StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions

Z Chen, J Wang, M **a, K Shigyo, D Liu… - … on Visualization and …, 2024 - ieeexplore.ieee.org
The integration of Large Language Models (LLMs), especially ChatGPT, into education is
poised to revolutionize students' learning experiences by introducing innovative …

Development and evaluation of a learning analytics dashboard for moodle learning management system

I Peraić, A Grubišić - International Conference on Human-Computer …, 2022 - Springer
Learning analytics provides a potential for adapting learning, teaching and knowledge
testing processes to individual needs. One of the ways of using learning analytics is a …

Using learning analytics to support teachers

S Pozdniakov, R Martinez-Maldonado… - Handbook of artificial …, 2023 - elgaronline.com
Learning analytics is a relatively new field of research and practice which aims at creating
methods and technical infrastructure for the effective collection and analysis of educational …

Clustering students interactions in eLearning systems for group elicitation

P Mengoni, A Milani, Y Li - … Science and Its Applications–ICCSA 2018 …, 2018 - Springer
In this work we introduce a novel Learning Analytics approach to identify students'
communities. The introduction of Learning Management Systems in higher education …