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Effective Graph Mining for Educational Data Mining and Interest Recommendation

open access: yesApplied Bionics and Biomechanics, 2022
In order to fully understand and analyze the rules and cognitive characteristics of users’ learning methods and, with the assistance of Internet and artificial acquaintance technology, to emphasize the integrity and degree of personalized education, a ...
Shasha Xu
doaj   +2 more sources

Augmented intelligence in educational data mining [PDF]

open access: yesSmart Learning Environments, 2019
Educational data mining (EDM) processes have shifted towards open-ended processes with visualizations and parameter and predictive model adjusting. Data and models in hyperdimensions can be visualized for end-users with popular data mining platforms such
Tapani Toivonen   +2 more
doaj   +2 more sources

Educational data mining in medical education: A five-level approach [PDF]

open access: yesJournal of Education and Health Promotion
The healthcare industry in each country has one of the most important and sophisticated educational systems that produces and stores a large amount of educational data daily. Data generated by the interaction of managers, patients, instructors, students,
Zohreh Khoshgoftar   +3 more
doaj   +2 more sources

Validation issues in educational data mining:the case of HTML-Tutor and iHelp [PDF]

open access: yes, 2010
Validation is one of the key aspects in data mining and even more so in educational data mining (EDM) owing to the nature of the data. In this chapter, a brief overview of validation in the context of EDM is given and a case study is presented. The field
Cocea, Mihaela, Weibelzahl, Stephan
core   +2 more sources

Handbook of educational data mining

open access: yesRevista Iberoamericana de Tecnología en Educación y Educación en Tecnología, 2014
Este libro es un excelente material de lectura tanto para quienes ya conocen las técnicas como para los que recién se inician. Los lectores que posean conocimientos previos de Minería de Datos podrán apreciar en detalle la resolución de problemas ...
Laura Cristina Lanzarini
doaj   +3 more sources

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

open access: yesIJIE (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   +2 more
doaj   +1 more source

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

open access: yesMatrix: 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   +1 more
doaj   +1 more source

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

open access: yesScientific 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

Using Data Mining in Educational Administration - A Case Study on Improving School Attendance [PDF]

open access: yes, 2020
open access articlePupil absenteeism remains a significant problem for schools across the globe with its negative impacts on overall pupil performance being well-documented.
Caraffini, Fabio   +3 more
core   +1 more source

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