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A conceptual framework linking learning design with learning analytics
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 …
based evaluation of learning designs. The dimensions of the proposed framework emerged …
Supporting self-regulated learning with learning analytics
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 …
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
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 …
the Virtual Learning Environments (VLEs), computational methods and tools based on …
Analytics for supporting teaching success in higher education: A systematic review
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 …
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 …
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 …
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 …
poised to revolutionize students' learning experiences by introducing innovative …
Development and evaluation of a learning analytics dashboard for moodle learning management system
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 …
testing processes to individual needs. One of the ways of using learning analytics is a …
Using learning analytics to support teachers
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 …
methods and technical infrastructure for the effective collection and analysis of educational …
Clustering students interactions in eLearning systems for group elicitation
In this work we introduce a novel Learning Analytics approach to identify students'
communities. The introduction of Learning Management Systems in higher education …
communities. The introduction of Learning Management Systems in higher education …