[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 …

State of art of data mining and learning analytics tools in higher education

M Salihoun - International Journal of Emerging Technologies in …, 2020 - learntechlib.org
In this decade, the use of learning management systems (LMS) does not cease to increase,
becoming one of the most popular approaches adopted and widely used in the learning …

Learning Analytics in Higher Education Development: A Roadmap.

O Adejo, T Connolly - Journal of Education and Practice, 2017 - ERIC
The increase in education data and advance in technology are bringing about enhanced
teaching and learning methodology. The emerging field of Learning Analytics (LA) continues …

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 …

Educational data mining and learning analytics for 21st century higher education: A review and synthesis

H Aldowah, H Al-Samarraie, WM Fauzy - Telematics and Informatics, 2019 - Elsevier
The potential influence of data mining analytics on the students' learning processes and
outcomes has been realized in higher education. Hence, a comprehensive review of …

Learning analytics in higher education—a literature review

P Leitner, M Khalil, M Ebner - … , applications, and trends: A view of the …, 2017 - Springer
This chapter looks into examining research studies of the last five years and presents the
state of the art of Learning Analytics (LA) in the Higher Education (HE) arena. Therefore, we …

Applications of educational data mining and learning analytics tools in handling big data in higher education

S Ray, M Saeed - Applications of Big Data analytics: Trends, issues, and …, 2018 - Springer
In the past decade, we have witnessed a tremendous rise in the use of electronic devices in
education. Starting from nursery classes at the preschool level to the postgraduate programs …

Educational data mining and learning analytics in the 21st century

G Lampropoulos - Encyclopedia of data science and machine …, 2023 - igi-global.com
This article aims at offering an overview of educational data mining and learning analytics
and highlighting their essential role in improving 21st century education. Hence, it analyzes …

The role of learning analytics in global higher education

K Kasemsap - Developing effective educational experiences through …, 2016 - igi-global.com
This chapter presents the role of learning analytics in global higher education, thus
illustrating the theoretical and practical overview of learning analytics; learning analytics and …

A systematic overview of learning analytics in higher education

L Zhong - Journal of Educational Technology Development and …, 2015 - aquila.usm.edu
Learning analytics has been an emerging trend in education especially in higher education.
This study aims to provide a comprehensive understanding of learning analytics in higher …