Student performance analysis and prediction in classroom learning: A review of educational data mining studies

A Khan, SK Ghosh - Education and information technologies, 2021 - Springer
Student performance modelling is one of the challenging and popular research topics in
educational data mining (EDM). Multiple factors influence the performance in non-linear …

Educational data mining: Predictive analysis of academic performance of public school students in the capital of Brazil

E Fernandes, M Holanda, M Victorino, V Borges… - Journal of business …, 2019 - Elsevier
In this article, we present a predictive analysis of the academic performance of students in
public schools of the Federal District of Brazil during the school terms of 2015 and 2016 …

Classification of Academic Performance for University Research Evaluation by Implementing Modified Naive Bayes Algorithm

S Farhana - Procedia Computer Science, 2021 - Elsevier
This research work presents the preliminary classification and prediction of the research and
academic performances of the university staff before evaluating the Research Assessment …

Student performance analysis with using statistical and cluster studies

T PanduRanga Vital, BG Lakshmi… - Soft Computing in Data …, 2019 - Springer
Education is the backbone and significant factor in development of a country. The research
on education system and performance of student's learning are very important for …

Data Mining of Students' Consumption Behaviour Pattern Based on Self-Attention Graph Neural Network

F Xu, S Qu - Applied Sciences, 2021 - mdpi.com
Performance prediction is of significant importance. Previous mining of behaviour data was
limited to machine learning models. Corresponding research has not made good use of the …

How the academics qualification influence the students learning development

ED Canedo, RR De Carvalho, HAT Leão… - 2019 IEEE 43rd …, 2019 - ieeexplore.ieee.org
This paper presents an analysis of data from the National Fund of Education Development
(FNDE) in relation to the teachers in its database, relating them according to the …

[HTML][HTML] Predicting students' performance using machine learning algorithms and educational data mining (a case study of Shahed University)

M Salari, R Radfar, M Faghihi - Business Intelligence Management …, 2024 - ims.atu.ac.ir
AbstractThe purpose of this research is to investigate the effective factors in predicting the
academic performance of undergraduate students in the classification of four classes. To …

Minería de datos en educación: una revisión literaria

JJM Carrillo, VKT Utreras… - … ISSN 1390-8103, 2019 - revistasespam.espam.edu.ec
La presente investigación fue desarrollada con el objetivo de determinar cuáles son las
principales técnicas de minería de datos aplicados en la educación, para mostrar el nivel de …

Data Mining Approach to Detect Student's Exams Performance Factors.

HM Hassan, M Khafaga, M Thabet - Labyrinth: Fayoum Journal of …, 2023 - journals.ekb.eg
The valuable procedures and evaluation couldn't reveal the valuable information concealed
within the student's feedback on their achievements. Also, the rapid proliferation of academic …

پیش بینی عملکرد دانشجویان با استفاده از الگوریتم های یادگیری ماشین و داده کاوی آموزشی (مطالعه موردی دانشگاه شاهد)

سالاری, مژده, رادفر, فقیهی - مطالعات مدیریت کسب و کار هوشمند, 2024‎ - ims.atu.ac.ir
هدف این تحقیق بررسی عوامل موثر در پیش بینی عملکرد تحصیلی دانشجویان مقطع کارشناسی در
طبقه بندی چهار کلاسه می باشد. برای دستیابی به این هدف، مطالعه از روش داده کاوی کریسپ …