Improving Learning Outcomes through Predictive Analytics: Enhancing Teaching and Learning with Educational Data Mining

A Alam - 2023 7th International Conference on Intelligent …, 2023 - ieeexplore.ieee.org
Educational Data Mining (EDM) is a promising area of research that leverages
computational methods to improve educational outcomes by extracting valuable insights …

Analysis of the factors affecting student performance using a neuro-fuzzy approach

M Abou Naaj, R Mehdi, EA Mohamed, M Nachouki - Education Sciences, 2023 - mdpi.com
Predicting students' academic performance and the factors that significantly influence it can
improve students' completion and graduation rates, as well as reduce attrition rates. In this …

Digital marginalization, data marginalization, and algorithmic exclusions: A critical southern decolonial approach to datafication, algorithms, and digital citizenship …

C Chaka - Journal of e-Learning and Knowledge Society, 2022 - je-lks.org
This paper explores digital marginalization, data marginalization, and algorithmic exclusions
in the Souths. To this effect, it argues that underrepresented users and communities …

Stylised-facts view of fourth industrial revolution technologies impacting digital learning and workplace environments: ChatGPT and critical reflections

C Chaka - Frontiers in Education, 2023 - frontiersin.org
When the 21st century was ushered in, and in the period following its inception, there was a
lot of hype about how 21st-century skills, especially the 4Cs (critical thinking, collaboration …

[PDF][PDF] Forecasting the Academic Performance by Leveraging Educational Data Mining.

MM Saeed - Intelligent Automation & Soft Computing, 2024 - cdn.techscience.cn
The study aims to recognize how efficiently Educational Data Mining (EDM) integrates into
Artificial Intelligence (AI) to develop skills for predicting students' performance. The study …

Predicting Job Flourishing through Algorithmic Management: a study of Machine Learning techniques

A Kazaferi - 2024 - essay.utwente.nl
Nurturing a positive state of mind and engaging employees is vital for organizations to
ensure, among others, employee retention and organizational performance. Drawing upon …

STUDENTS'SUCCESS MONITORING: USING DECISION TREES AND SOCIAL NETWORK ANALYSIS

JG Munđar, D Munđar - EDULEARN23 Proceedings, 2023 - library.iated.org
Learning analytics (LA) is a rapidly developing interdisciplinary research field. Main goals of
LA are to understand learners, understand and optimize learning and the environments in …

[HTML][HTML] The Impact of Data Mining in Digital Education

D Singh - riseverest.com
This study prominences on the usage of Educational Data Mining and Learning Analytics in
the field of education. Various methods and data mining tools are used to enhance the …

[引用][C] Using educational data mining to predict sub-Saharan African science, technology, engineering, and mathematics students' academic performance: a …

LL Mhlongo - 2023