A Review on Students' Performance Prediction using Learning Analytics.

D Kumar, S Dhingra - Grenze International Journal of …, 2024 - search.ebscohost.com
Learning Analytics is a research area that is growing rapidly. It deals with selecting,
analyzing, and reporting educational data collected from various learning environments and …

[PDF][PDF] A Review on Students' Performance Prediction using Learning Analytics

DK Jyoti, S Dhingra - AIDE-2023 and PCES-2023, 2023 - researchgate.net
Learning Analytics is a research area that is growing rapidly. It deals with selecting,
analyzing, and reporting educational data collected from various learning environments and …

[PDF][PDF] Survey of learning analytics based on purpose and techniques for improving student performance

R Suchithra, V Vaidhehi, NE Iyer - International Journal of Computer …, 2015 - Citeseer
ABSTRACT I Learning Analytics is a process to analyze the learners which improves the
educational performance. Learning Analytics also helps the higher educational institutions …

Predicting students' academic performances–A learning analytics approach using multiple linear regression

OD Oyerinde, PA Chia - 2017 - dspace.unijos.edu.ng
Learning Analytics is an area of Information Systems research that integrates data analytics
and data mining techniques with the aim of enhancing knowledge management and …

Exploring The Role of Learning Analytics In Educational Data Mining

H Kaur, AS Khushwaha - Think India Journal, 2019 - thinkindiaquarterly.org
Learning analytics is getting increased consideration, because it supports the academic
institutes in improving their student retention and success rate by early detection of …

A survey on predictive models of learning analytics

S Ranjeeth, TP Latchoumi, PV Paul - Procedia Computer Science, 2020 - Elsevier
In recent years, the evolution of research in the domain of education focuses on learning
analytics which provides vital insights on education outcome by collecting valuable data …

[PDF][PDF] Categorization of Learning Analytics Models: Brief

CBE Center - academia.edu
Learning analytics is one of the technological tools aiming to investigate educational
database collected during the learning delivery process for further purpose of use in …

A Learning Analytics Approach for Student Performance Assessment

MH Haggag, MA Latif, DM Helal - International Journal of …, 2018 - papers.ssrn.com
Due to the increasing interest in big data especially in the educational field and online
education has led to a conflict in terms of performance indicators of the student. In this paper …

Predicting students performance using educational data mining and learning analytics: A systematic literature review

A Dhankhar, K Solanki, S Dalal, Omdev - Innovative Data Communication …, 2021 - Springer
With technological advancement, data is proliferating. Therefore, a need has been felt for
advanced analytic techniques, which can help in extracting useful information, patterns, and …

Implementing Learning Analytic Tools in Predicting Students' Performance in a Business School

R Sujatha, B Uma Maheswari - Applied Advanced Analytics: 6th IIMA …, 2021 - Springer
In recent times, information technology and big data are two buzz words that have impacted
all sectors including education. Research in the field of educational data mining and …