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Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning
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 …
synergies between the two are becoming an important area for research. This paper intends …
Perceiving learning at a glance: A systematic literature review of learning dashboard research
BA Schwendimann… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper presents a systematic literature review of the state-of-the-art of research on
learning dashboards in the fields of Learning Analytics and Educational Data Mining …
learning dashboards in the fields of Learning Analytics and Educational Data Mining …
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 …
License to evaluate: Preparing learning analytics dashboards for educational practice
Learning analytics can bridge the gap between learning sciences and data analytics,
leveraging the expertise of both fields in exploring the vast amount of data generated in …
leveraging the expertise of both fields in exploring the vast amount of data generated in …
Learning analytics in online learning environment: A systematic review on the focuses and the types of student-related analytics data
The application of learning analytics in an online learning environment is increasing among
researchers in educational fields because it can assist in providing standard and …
researchers in educational fields because it can assist in providing standard and …
Ethical issues in learning analytics: A review of the field
Learning analytics (LA) collects, analyses, and reports big data about learners to optimise
learning. LA ethics is an interdisciplinary field of study that addresses moral, legal, and …
learning. LA ethics is an interdisciplinary field of study that addresses moral, legal, and …
Estimating the cognitive value of YouTube's educational videos: A learning analytics approach
A Shoufan - Computers in Human Behavior, 2019 - Elsevier
The literature provides some evidence for the effectiveness of online educational videos in
students' learning. Also, general features of educational videos such as production style and …
students' learning. Also, general features of educational videos such as production style and …
Khan academy effectiveness: The case of math secondary students' perceptions
HE Vidergor, P Ben-Amram - Computers & Education, 2020 - Elsevier
It is argued that Khan Academy (KA) is a useful platform for learning math. However, little
research has been conducted on how learners perceive using KA. The case study examined …
research has been conducted on how learners perceive using KA. The case study examined …
Methodological Approach and Technological Framework to break the current limitations of MOOC model
Á Fidalgo-Blanco, ML Sein-Echaluce… - 2015 - gredos.usal.es
[EN] A methodological approach and technological framework are proposed to improve
learning outcomes in Massive Open Online Courses (MOOCs), taking into account the …
learning outcomes in Massive Open Online Courses (MOOCs), taking into account the …
On the use of soft computing methods in educational data mining and learning analytics research: A review of years 2010–2018
The aim of this paper is to survey recent research publications that use Soft Computing
methods to answer education-related problems based on the analysis of educational data …
methods to answer education-related problems based on the analysis of educational data …