Towards Prediction of Students Educational Accomplishments Using Data Mining

M Agarwal, B Bhushan Agarwal - Micro-Electronics and …, 2023 - Springer
Prediction outcomes help students and faculty learn new ideas for gaining the desired goals
of institutes. The goal of this research is to study all the data mining techniques, algorithms …

Determining the Factors Influencing the Academic Accomplishment of Students and Predicting their Success Using Machine Learning Techniques

RK Kavitha, CR Krupa… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Educational data mining provides a suitable approach for finding the connections hidden in
educational data and guessing students' academic achievement. Using the marks obtained …

[PDF][PDF] Exploratory Data Analysis AndPrediction on Student Performance

Z Chen, X Wang, W Liao, Z Du - International Core Journal of Engineering, 2021 - icj-e.org
Education plays an important role in improving individuals' ability especially in the current
decades. Further, education could be considered a vital need for motivating selfassurance …

[引用][C] Analysing Influential factors in student academic achievement: Prediction modelling and insight.

FF Ananna, R Nowreen, S Jahwari, E Costa… - International Journal of …, 2023

Need for interpretable student performance prediction

M Chitti, P Chitti, M Jayabalan - 2020 13th International …, 2020 - ieeexplore.ieee.org
The education domain is growing at an exponential rate, maturing with the introduction of
innovative and improved offerings to the learning community aided by various Education …

Machine Learning Approaches for Student Performance Prediction

S Gupta, J Agarwal - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
India's Education system is very old and due to a large population of students in India, there
are some serious issues in analyzing and predicting students' performance. In the Indian …

[PDF][PDF] THROUGH FORECASTING STUDENT SUCCESS IN HIGHER-EDUCATION

N Ndiatenda - 2020 - riteshajoodha.co.za
This report presents findings from the research conducted on predicting student
performance through biographical and enrollment observations. Chapter 1 comes from a …

A Data Mining Approach for Early Prediction Of Academic Performance of Students

JD Kanchana, G Amarasinghe… - … & Education (TALE), 2021 - ieeexplore.ieee.org
Quality Education has been declared as one of the seventeen sustainable development
goals of the United Nations [1]. Increased development of technology [2] and access to high …

Predicting student performance using data mining

LW Santoso - 2018 - repository.petra.ac.id
Supporting the goal of higher education to produce graduation who will be a professional
leader is a crucial. Most of universities implement intelligent information system to support in …

Student's Academic Performance Prediction Based on Machine Learning Regression Models

S Lyu - 2023 International Conference on Image, Algorithms …, 2023 - atlantis-press.com
The utilization of machine learning methods for predicting student grades has emerged as a
valuable approach to assessing the educational advancement of academic institutions …