Results 21 to 30 of about 346,286 (280)
A Rule-Based Approach for Mining Creative Thinking Patterns from Big Educational Data
AppliedMath, 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
Context driven data mining to classify students of higher educational institutions [PDF]
, 2016 Literature shows that knowledge about contextual factors associated with student time to degree and CGPA could play an important role in enabling HEIs to make more accurate and informed decisions that enhance student learning.
Lu, KJ, Sailesh, Subhashini Bhaskaran
core +1 more source
Educational data mining: overview and research trends
Lietuvos Matematikos Rinkinys, 2015 The article presents a systematic literature review about the most commonly used data sources and data mining methods in education. International database Web of Science was selected.
Dovilė Stumbrienė +1 more
doaj +1 more source
Algorithm of Problem Solving in Educational Data Mining Approach [PDF]
Journal 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
A Systematic Review on Educational Data Mining
IEEE Access, 2017 Presently, educational institutions compile and store huge volumes of data, such as student enrolment and attendance records, as well as their examination results. Mining such data yields stimulating information that serves its handlers well.
Ashish Dutt +2 more
doaj +1 more source
Data and Process Mining in Analysing Student Behaviour [PDF]
Interdisciplinary Description of Complex SystemsThe 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
Student Performance Prediction Approach Based on Educational Data Mining
IEEE Access, 2023 Predicting student performance is crucial for improving students’ future academic achievements. Within student groups, common characteristics can reveal trends in overall student learning.
Ziling Chen +3 more
doaj +1 more source
Investigation of the use of navigation tools in web-based learning: A data mining approach [PDF]
, 2008 Web-based learning is widespread in educational settings. The popularity of Web-based learning is in great measure because of its flexibility. Multiple navigation tools provided some of this flexibility.
Chen, SY, Liu, X, Minetou, CG
core +1 more source
Educational Data Mining Using JMP
International Journal of Computer Science and Information Technology, 2014 Educational Data Mining is a growing trend in case of higher education. The quality of the Educational Institute may be enhanced through discovering hidden knowledge from the student databases/ data warehouses. Present paper is designed to carry out a comparative study with the TDC (Three Year Degree) Course students of different colleges affiliated to
Hussain, Sadiq, Hazarika, G. C.
openaire +2 more sources
Tools for Educational Data Mining [PDF]
Journal of Educational and Behavioral Statistics, 2016 In recent years, a wide array of tools have emerged for the purposes of conducting educational data mining (EDM) and/or learning analytics (LA) research. In this article, we hope to highlight some of the most widely used, most accessible, and most powerful tools available for the researcher interested in conducting EDM/LA research.
Slater, Stefan +4 more
openaire +2 more sources