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Visual learning analytics of educational data: A systematic literature review and research agenda
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 …
We review existing work in this field from two perspectives: First, we analyze existing …
[HTML][HTML] Towards a better understanding of the role of visualization in online learning: A review
With the popularity of online learning in recent decades, MOOCs (Massive Open Online
Courses) are increasingly pervasive and widely used in many areas. Visualizing online …
Courses) are increasingly pervasive and widely used in many areas. Visualizing online …
The MOOC dropout phenomenon and retention strategies
J Goopio, C Cheung - Journal of Teaching in Travel & Tourism, 2021 - Taylor & Francis
The high dropout rate from Massive Open Online Courses (MOOCs) has been a major
concern of researchers and educators over the years. Although academic papers on …
concern of researchers and educators over the years. Although academic papers on …
Digital neocolonialism and massive open online courses (MOOCs): colonial pasts and neoliberal futures
T Adam - Learning, Media and Technology, 2019 - Taylor & Francis
Through evaluating dominant MOOC platforms created by Western universities, I argue that
MOOCs on such platforms tend to embed Western-centric epistemologies and propagate …
MOOCs on such platforms tend to embed Western-centric epistemologies and propagate …
Investigating learners' behaviors and discourse content in MOOC course reviews
X Peng, Q Xu - Computers & Education, 2020 - Elsevier
In MOOCs, course reviews serve as a new interactive tool that has not yet been sufficiently
exploited. Therefore, this study investigated learners' explicit behaviors and implicit …
exploited. Therefore, this study investigated learners' explicit behaviors and implicit …
Using data to understand how to better design adaptive learning
There is much enthusiasm in higher education about the benefits of adaptive learning and
using big data to investigate learning processes to make data-informed educational …
using big data to investigate learning processes to make data-informed educational …
Visual analytics of video‐clickstream data and prediction of learners' performance using deep learning models in MOOCs' courses
AA Mubarak, H Cao, W Zhang… - Computer Applications in …, 2021 - Wiley Online Library
The big data stored in massive open online course (MOOC) platforms have become a posed
challenge in the Learning Analytics field to analyze the learning behavior of learners, and …
challenge in the Learning Analytics field to analyze the learning behavior of learners, and …
[HTML][HTML] A survey of visual analytics techniques for online education
X Kui, N Liu, Q Liu, J Liu, X Zeng, C Zhang - Visual Informatics, 2022 - Elsevier
Visual analytics techniques are widely utilized to facilitate the exploration of online
educational data. To help researchers better understand the necessity and the efficiency of …
educational data. To help researchers better understand the necessity and the efficiency of …
CommunityPulse: Facilitating community input analysis by surfacing hidden insights, reflections, and priorities
Increased access to online engagement platforms has created a shift in civic practice,
enabling civic leaders to broaden their outreach to collect a larger number of community …
enabling civic leaders to broaden their outreach to collect a larger number of community …
A learning analytics methodology for understanding social interactions in MOOCs
One of the characteristics of massive open online courses (MOOCs) is that the overall
number of social interactions tend to be higher than in traditional courses, hindering the …
number of social interactions tend to be higher than in traditional courses, hindering the …