Results 41 to 50 of about 900,550 (188)

A Rule-Based Approach for Mining Creative Thinking Patterns from Big Educational Data

open access: yesAppliedMath, 2023
Numerous studies have established a correlation between creativity and intrinsic motivation to learn, with creativity defined as the process of generating original and valuable ideas, often by integrating perspectives from different fields.
Nasrin Shabani   +5 more
doaj   +1 more source

Handling Big Data in Education: A Review of Educational Data Mining Techniques for Specific Educational Problems

open access: yesAI Computer Science and Robotics Technology, 2023
In the era of big data, where the amount of information is growing exponentially, the importance of data mining has never been greater. Educational institutions today collect and store vast amounts of data, such as student enrollment and attendance ...
Yaw Boateng Ampadu
semanticscholar   +1 more source

DATA MINING TECHNIQUES FOR EDUCATIONAL DATA: A REVIEW

open access: yesInternational Journal of Engineering Technologies and Management Research, 2020
Recently, data mining is gaining more popularity among researcher. Data mining provides various techniques and methods for analysing data produced by various applications of different domain. Similarly, Educational mining is providing a way for analyzing educational data set. Educational mining concerns with developing methods for discovering knowledge
Pragati Sharma, Dr. Sanjiv Sharma
openaire   +3 more sources

Enriching Education through Data Mining [PDF]

open access: yes, 2011
Education is acknowledged to be the primary vehicle for improving the economic well-being of people [1,6]. Textbooks have a direct bearing on the quality of education imparted to the students as they are the primary conduits for delivering content knowledge [9].
Rakesh Agrawal 0001   +3 more
openaire   +3 more sources

Data and Process Mining in Analysing Student Behaviour [PDF]

open access: yesInterdisciplinary Description of Complex Systems
The diversity of students’ learning paths is crucial for acquiring knowledge. Although there are digital learning environments that provide many opportunities for managing the learning process, the rapid development of technologies can cause disruptions ...
Snježana Križanić   +2 more
doaj   +1 more source

Data Mining in Education [PDF]

open access: yesInternational Journal of Advanced Computer Science and Applications, 2016
Data mining techniques are used to extract useful knowledge from raw data. The extracted knowledge is valuable and significantly affects the decision maker. Educational data mining (EDM) is a method for extracting useful information that could potentially affect an organization.
openaire   +1 more source

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   +2 more sources

Algorithm of Problem Solving in Educational Data Mining Approach [PDF]

open access: yesJournal of Systemics, Cybernetics and Informatics, 2021
The presented article "Algorithm of Problem Solving in Educational Data Mining Approach" is following in the previous article "Data Mining Tools in Science Education" (Zaskodny, 2012, JSCI).
Premysl Zaskodny
doaj  

Predicting Student Performance and Enhancing Learning Outcomes: A Data-Driven Approach Using Educational Data Mining Techniques

open access: yesDe Computis
This study investigates the use of educational data mining (EDM) techniques to predict student performance and enhance learning outcomes in higher education.
Athanasios Angeioplastis   +3 more
semanticscholar   +1 more source

Learning Analytics and Educational Data Mining in Augmented Reality, Virtual Reality, and the Metaverse: A Systematic Literature Review, Content Analysis, and Bibliometric Analysis

open access: yesApplied Sciences
This study aims to examine the combination of educational data mining and learning analytics with virtual reality, augmented reality, mixed reality, and the metaverse, its role in education, and its impact on teaching and learning.
Georgios Lampropoulos   +1 more
semanticscholar   +1 more source

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