Intelligent techniques in e-learning: a literature review
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …
imposed isolation measures and closed schools and campuses. Consequently, teachers …
A Critical Review of Data Mining for Education: What has been done, what has been learnt and what remains to be seen
I Papadogıannıs, V Poulopoulos… - International Journal of …, 2020 - dergipark.org.tr
This article provides a thorough review of educational data mining (EDM) in the period 2015-
2019. Going beyond earlier review works, in this article we examine previous research from …
2019. Going beyond earlier review works, in this article we examine previous research from …
An overview on the use of educational data mining for constructing recommendation systems to mitigate retention in higher education
TN De Oliveira, F Bernardini… - 2021 IEEE Frontiers in …, 2021 - ieeexplore.ieee.org
In higher education, many students exceed the expected time to complete their
undergraduate programs. This delay is called retention, which can lead to program …
undergraduate programs. This delay is called retention, which can lead to program …
Predicting students' performance using survey data
C Félix, SR Sobral - 2020 IEEE Global Engineering Education …, 2020 - ieeexplore.ieee.org
The acquisition of competences for the development of computer programs is one of the
main challenges faced by computer science students. As a result of not being able to …
main challenges faced by computer science students. As a result of not being able to …
Undergraduate students' effectiveness in an institution with high dropout index
JL Oliveira, AP Ambrósio, U Silva… - 2020 IEEE Frontiers …, 2020 - ieeexplore.ieee.org
Currently, the dissemination of open data in conjunction with Educational Data Mining
(EDM), learning analytics, e-learning, intelligent systems, intelligent tutors, and online judge …
(EDM), learning analytics, e-learning, intelligent systems, intelligent tutors, and online judge …
Relationship of federal funding to ideb results in a state in brazil: an approach based on educational data mining
A Santos, FPA de Medeiros - 2020 15th Iberian Conference on …, 2020 - ieeexplore.ieee.org
To ensure transparency and provide ways for analysis and auditing of various public
activities and expenditures, the Complementary Law 131, known as the" Transparency …
activities and expenditures, the Complementary Law 131, known as the" Transparency …
Data Mining in Global Higher Education: Opportunities and Challenges for Learning
EG Mense, PA Lemoine… - Utilizing Educational Data …, 2020 - igi-global.com
Historically, educators in higher education have searched for reliable means and methods to
increase student learning. Many techniques and strategies have been used and even some …
increase student learning. Many techniques and strategies have been used and even some …
Students' Success Predictive Models Based on Selected Input Parameters Set
S Milinković, V Vujović - 2019 18th International Symposium …, 2019 - ieeexplore.ieee.org
Modern LMS systems offer many possibilities for adapting e-learning courses' teaching
materials. In order to make the adjustment more efficient, many educational data should be …
materials. In order to make the adjustment more efficient, many educational data should be …