As the fields of learning analytics and learning design mature, the convergence and synergies between the two are becoming an important area for research. This paper intends …
We present a systematic literature review of the emerging field of visual learning analytics. We review existing work in this field from two perspectives: First, we analyze existing …
VH Trieu - Decision Support Systems, 2017 - Elsevier
Much of the research on Business Intelligence (BI) has examined the ability of BI systems to help organizations address challenges and opportunities. However, the literature is …
Online education has been facing difficulty in predicting the academic performance of students due to the lack of usage of learning process, summative data and a precise …
A Pardo, G Siemens - British journal of educational technology, 2014 - Wiley Online Library
The massive adoption of technology in learning processes comes with an equally large capacity to track learners. Learning analytics aims at using the collected information to …
W Greller, H Drachsler - Journal of Educational Technology & Society, 2012 - JSTOR
With the increase in available educational data, it is expected that Learning Analytics will become a powerful means to inform and support learners, teachers and their institutions in …
Learning analytics seek to enhance the learning processes through systematic measurements of learning related data and to provide informative feedback to learners and …
K Sin, L Muthu - ICTACT journal on soft computing, 2015 - academia.edu
The usage of learning management systems in education has been increasing in the last few years. Students have started using mobile phones, primarily smart phones that have …
In this paper, we present work on learning analytics that aims to support learners and teachers through dashboard applications, ranging from small mobile applications to …