Learning analytics: state of the art

M Hernández-de-Menéndez… - International Journal on …, 2022 - Springer
Learning Analytics is a field that measures, analyses, and reports data about students and
their contexts to understand/improve learning and the place in which it occurs. Educational …

Learning analytics: Current trends and innovative practices

LK Lee, SKS Cheung, LF Kwok - Journal of Computers in Education, 2020 - Springer
In the past decade," learning analytics" has become one of the fields of educational
technology that receives growing attention from educational researchers and practitioners …

Learning management systems: A shift toward learning and academic analytics

A Marks, M Al-Ali, K Rietsema - International Journal of …, 2016 - zuscholars.zu.ac.ae
Abstract© 2016. This paper presents the major findings from a study conducted with six
different universities in the US regarding their use of the Learning Analytics (LA) capabilities …

Learning Analytics: Shifting from theory to practice.

C Stewart - Journal on Empowering Teaching Excellence, 2017 - digitalcommons.usu.edu
As online and blended learning continues to increase in higher education, so does the
amount of data that is housed within Learning Management Systems that can be analyzed …

[HTML][HTML] The current landscape of learning analytics in higher education

O Viberg, M Hatakka, O Bälter, A Mavroudi - Computers in human behavior, 2018 - Elsevier
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …

Let's not forget: Learning analytics are about learning

D Gašević, S Dawson, G Siemens - TechTrends, 2015 - Springer
The analysis of data collected from the interaction of users with educational and information
technology has attracted much attention as a promising approach for advancing our …

[PDF][PDF] Learning analytics lens: Improving quality of higher education

M Hooda, C Rana - International journal of emerging trends in …, 2020 - academia.edu
With digital revolution expansion and a rapid change in the technologies, educational data
is increasing at a swift pace. Learning analytics (LA) turns out to be a powerful tool for …

The benefits of learning analytics to higher education institutions: A scoping review

A Quadri, N Shukor - … Journal of Emerging Technologies in Learning …, 2021 - learntechlib.org
Learning analytics is a form of data analysis that allows teachers, lecturers, educational
experts, and administrators of online learnings to look for students' online traces and …

Learning analytics: principles and constraints

M Khalil, M Ebner - Edmedia+ innovate learning, 2015 - learntechlib.org
Within the evolution of technology in education, Learning Analytics has reserved its position
as a robust technological field that promises to empower instructors and learners in different …

[PDF][PDF] Exploring students engagement towards the learning management system (LMS) using learning analytics.

SN Ismail, S Hamid, M Ahmad… - … systems science & …, 2021 - cdn.techscience.cn
Learning analytics is a rapidly evolving research discipline that uses the insights generated
from data analysis to support learners as well as optimize both the learning process and …