[引用][C] Ranking of influencing factors in predicting students' academic performance
LS Affendey, IHM Paris, N Mustapha, MN Sulaiman… - Information Technology …, 2010
Analysis of data mining techniques for constructing a predictive model for academic performance
SMM Rubiano, JAD Garcia - IEEE Latin America Transactions, 2016 - ieeexplore.ieee.org
This paper presents and analyzes the experience of applying certain data mining methods
and techniques on 932 Systems Engineering students' data, from El Bosque University in …
and techniques on 932 Systems Engineering students' data, from El Bosque University in …
[HTML][HTML] Towards the integration of multiple classifier pertaining to the Student's performance prediction
Accurate predictions of students' academic performance at early stages of the degree
programme helps in identification of the weak students and enable management to take the …
programme helps in identification of the weak students and enable management to take the …
[HTML][HTML] Selection of the right undergraduate major by students using supervised learning techniques
University education has become an integral and basic part of most people preparing for
working life. However, placement of students into the appropriate university, college, or …
working life. However, placement of students into the appropriate university, college, or …
Factors affecting students' performance in higher education: a systematic review of predictive data mining techniques
Predicting the students' performance has become a challenging task due to the increasing
amount of data in educational systems. In keeping with this, identifying the factors affecting …
amount of data in educational systems. In keeping with this, identifying the factors affecting …
A machine learning and explainable ai approach for predicting secondary school student performance
KM Hasib, F Rahman, R Hasnat… - 2022 IEEE 12th Annual …, 2022 - ieeexplore.ieee.org
An essential component of the educational activity is rigorous examination and assessment
of students' results, with a potential substantial influence on student growth. This paper offers …
of students' results, with a potential substantial influence on student growth. This paper offers …
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 …
innovative and improved offerings to the learning community aided by various Education …
Predicting student's performance using machine learning methods: A systematic literature review
Student's performance is a success factor in higher education institutions. The excellent
record of academic achievements raises the institution's ranking as one of the criteria for a …
record of academic achievements raises the institution's ranking as one of the criteria for a …
[HTML][HTML] Predicting academic achievement of high-school students using machine learning
The present paper presents a relatively new non-linear method to predict academic
achievement of high school students, integrating the fields of psychometrics and machine …
achievement of high school students, integrating the fields of psychometrics and machine …
[PDF][PDF] Supervised data mining approach for predicting student performance
Data mining approach has been successfully implemented in higher education and emerge
as an interesting area in educational data mining research. The approach is intended for …
as an interesting area in educational data mining research. The approach is intended for …