Results 21 to 30 of about 900,550 (188)

Implementation of the C4.5 Algorithm to Predict Student Achievement at SMK Negeri 6 Surakarta

IJIE (Indonesian Journal of Informatics Education), 2021
Data mining is a knowledge used to get information from multiple data. C.45 Algorithm is one of data mining algorithm to classify data to many categories.
Giovanni Anggiesta Putri, Dwi Maryono, Febri Liantoni   +2 more
doaj   +1 more source

The uses of educational data mining in academic performance analysis at higher education institutions (case study at UNJANI)

Matrix: Jurnal Manajemen Teknologi dan Informatika, 2021
Education is an important thing in a person's life, because by having adequate education, one's life will be better. Education can be obtained formally through formal institutions that constructively provide a person's abilities academically.
Yulison Herry Chrisnanto , Gunawan Abdullah   +1 more
doaj   +1 more source

A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining [PDF]

Data Science and Engineering, 2023
Educational Data Mining (EDM) has emerged as a vital field of research, which harnesses the power of computational techniques to analyze educational data.
Y. Lin, Hong Chen, Wei Xia, Fan Lin, Zongyue Wang, Yong Liu   +5 more
semanticscholar   +1 more source

DEVELOPMENT OF AN INFORMATION AND EDUCATIONAL PORTAL OF DISTANCE LEARNING BASED ON EDUCATIONAL DATA MINING [PDF]

Scientific Journal of Astana IT University, 2022
Currently, there is an increase in demand for distance education programs, which actualizes the problems of organizing the educational process at universities using these technologies.
S. Toxanov, D. Abzhanova, A. Faizullin
doaj   +1 more source

Educational data mining: prediction of students' academic performance using machine learning algorithms

Smart Learning Environments, 2022
Educational data mining has become an effective tool for exploring the hidden relationships in educational data and predicting students' academic achievements. This study proposes a new model based on machine learning algorithms to predict the final exam
M. Yağcı
semanticscholar   +1 more source

A Review of Educational Data Mining Trends

Procedia Computer Science
Anabela Gomes, Jorge Bernardino
exaly   +2 more sources

Student Retention Using Educational Data Mining and Predictive Analytics: A Systematic Literature Review

IEEE Access, 2022
Student retention is an essential measurement metric in education, indicated by retention rates, which are accumulated as students re-enroll from one academic year to the next.
D. Shafiq, Mohsen Marjani, R. Habeeb, D. Asirvatham   +3 more
semanticscholar   +1 more source

Analysis and Prediction of Students’ Academic Performance Based on Educational Data Mining

IEEE Access, 2022
The development of intelligent technologies gains popularity in the education field. The rapid growth of educational data indicates traditional processing methods may have limitations and distortion.
Guiyun Feng, Muwei Fan, Yu Chen
semanticscholar   +1 more source

Data mining in education

WIREs Data Mining and Knowledge Discovery, 2012
AbstractApplying data mining (DM) in education is an emerging interdisciplinary research field also known as educational data mining (EDM). It is concerned with developing methods for exploring the unique types of data that come from educational environments.
Cristóbal Romero 0001, Sebastián Ventura   +1 more
openaire   +3 more sources

Leveraging Causal Reasoning in Educational Data Mining: An Analysis of Brazilian Secondary Education

Applied Sciences, 2023
This study presents an approach to investigating the main interventions related to gains on performance using a combination of educational data mining (EDM) techniques and traditional theory-driven models.
Rogério Luiz Cardoso Silva Filho, Kellyton Brito, Paulo Jorge Leitão Adeodato   +2 more
doaj   +1 more source