[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 …

Categorization of Learning Analytics Models: Brief Literature Review

G Surendeleg, U Tudevdagva - Embedded …, 2022 - bibliothek.tu-chemnitz.de
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 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 …

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 …

Learning analytics: A survey

U Keshavamurthy, HS Guruprasad - arXiv preprint arXiv:1501.06964, 2015 - arxiv.org
Learning analytics is a research topic that is gaining increasing popularity in recent time. It
analyzes the learning data available in order to make aware or improvise the process itself …

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 …

A Review of the Research on the Prediction of Learning Outcomes in the Field of Learning Analytics

W Yuang, X Jining, Z Zehua, L Zhijun - Proceedings of the 5th …, 2021 - dl.acm.org
Learning analytics is a new research field that seeks beneficial results from various
education data. Recently, the prediction of students' learning outcomes is becoming one of …

Learning analytics in theory and practice: Guest editorial

J Uhomoibhi, AIRL Azevedo, JMML Azevedo… - … International Journal of …, 2019 - emerald.com
Analytics is a topic of growing interest in the research communities. INFORMS defined
analytics as the scientific process of transforming data into insights with the purpose of …

Reflections on different learning analytics indicators for supporting study success

JYK Yau, D Ifenthaler - International Journal of …, 2020 - madoc.bib.uni-mannheim.de
Common factors, which are related to study success include students' sociodemographic
factors, cognitive capacity, or prior academic performance, and individual attributes as well …