Interactive visualization tools to improve learning and teaching in online learning environments

K Kuosa, D Distante, A Tervakari, L Cerulo… - International journal of …, 2016 - igi-global.com
This paper presents two interactive visualization tools for learning management systems
(LMS) in order to improve learning and teaching in online courses. The first tool was …

[PDF][PDF] The state of the art on educational data mining in higher education

MO Hegazi, MA Abugroon - International Journal of Computer Trends and …, 2016 - Citeseer
Educational data mining (EDM) is a broader term that focuses on analyzing, exploring,
predicting, clustering, and classification of data in educational institutions. EDM grows faster …

Systematic review of artificial intelligence in higher education (2000-2020) and future research directions

R Gera, P Chadha - University of South Florida (USF) M3 …, 2021 - digitalcommons.usf.edu
The goal of this study is to synthesize the findings, methodology and research themes of
peer reviewed studies on Artificial Intelligence in higher education, published between 2000 …

An intelligent framework for monitoring student performance using fuzzy rule-based linguistic summarisation

F Doctor, R Iqbal - 2012 IEEE International Conference on …, 2012 - ieeexplore.ieee.org
Monitoring students' activity and performance is vital to enable educators to provide effective
teaching and learning in order to better engage students with the subject and improve their …

[PDF][PDF] Fuzzy clustering of students' data repository for at-risks students identification and monitoring

UG Inyang, EE Joshua - Computer and Information Science, 2013 - academia.edu
In educational data mining, identifying academic courses that contribute significantly to
students' class of degree and predicting students' performances can help in the choice and …

Topic-driven semi-automatic reorganization of online discussion forums: A case study in an e-learning context

L Cerulo, D Distante - 2013 IEEE Global Engineering Education …, 2013 - ieeexplore.ieee.org
Online discussion forums represent, nowadays, one of the main asynchronous
communication means and information sources over the Internet. The forum paradigm is …

Enhancing online discussion forums with topic-driven content search and assisted posting

D Distante, A Fernandez, L Cerulo… - … : 6th International Joint …, 2015 - Springer
Online forums represent nowadays one of the most popular and rich repository of user
generated information over the Internet. Searching information of interest in an online forum …

Course Material Recommendation System for Slow Learner Students by Using Machine Learning Based on Learning Behavior and Course Material Complexity Score

K Bunkar, R Shrivastava, C Arya - … on ICT in Business Industry & …, 2023 - ieeexplore.ieee.org
Education data mining refers to the process of analyzing and extracting valuable insights
from large datasets generated within the field of education. It involves applying data mining …

[PDF][PDF] Data Mining Techniques to Improve Predictions Accuracy of Students' Academic Performance: A Case Study with Xorro-Q

G Suganya - Recuperado el, 2018 - mro.massey.ac.nz
Recent research in analytics has assisted policy makers capitalize on their everincreasing
data repositories and make data-driven predictions to create a vision for developing …

An intelligent framework for activity led learning in network planning and management

R Iqbal, F Doctor, N Shah, X Fei - International Journal of …, 2014 - inderscienceonline.com
Monitoring students' activity and performance is vital to enable educators to provide effective
teaching and learning to engage students with the subject and improve their understanding …