A systematic review on educational data mining
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 …
enrolment and attendance records, as well as their examination results. Mining such data …
Social network analysis in e-learning environments: A preliminary systematic review
KL Cela, MÁ Sicilia, S Sánchez - Educational psychology review, 2015 - Springer
E-learning occupies an increasingly prominent place in education. It provides the learner
with a rich virtual network where he or she can exchange ideas and information and create …
with a rich virtual network where he or she can exchange ideas and information and create …
Analítica visual en e-learning
DA Gómez-Aguilar… - Profesional de …, 2014 - revista.profesionaldelainformacion …
Las tecnologías utilizadas en los procesos de aprendizaje implican el registro de todas las
actividades realizadas. Estos datos se pueden aprovechar para la evaluación de …
actividades realizadas. Estos datos se pueden aprovechar para la evaluación de …
Application of learning analytics using clustering data Mining for Students' disposition analysis
S Bharara, S Sabitha, A Bansal - Education and Information Technologies, 2018 - Springer
Learning Analytics (LA) is an emerging field in which sophisticated analytic tools are used to
improve learning and education. It draws from, and is closely tied to, a series of other fields …
improve learning and education. It draws from, and is closely tied to, a series of other fields …
Integration of data mining clustering approach in the personalized E-learning system
Educational data-mining is an evolving discipline that focuses on the improvement of self-
learning and adaptive methods. It is used for finding hidden patterns or intrinsic structures of …
learning and adaptive methods. It is used for finding hidden patterns or intrinsic structures of …
Detecting communities using social network analysis in online learning environments: Systematic literature review
Uncovering community structure has made a significant advancement in explaining,
analyzing, and forecasting behaviors and dynamics of networks related to different fields in …
analyzing, and forecasting behaviors and dynamics of networks related to different fields in …
Recommendations-based on semantic analysis of social networks in learning environments
The expansion of social utilization within web applications provides a set of social media
that allows users to contribute freely and interact with each other. Consequently, E-learning …
that allows users to contribute freely and interact with each other. Consequently, E-learning …
[HTML][HTML] Understanding the stumbling blocks of Italian higher education system: A process mining approach
Nowadays universities strive to continuously enhance their educational programs to improve
both the quality and quantity of their graduates. This is a sensitive problem, especially for …
both the quality and quantity of their graduates. This is a sensitive problem, especially for …
Social learning network analysis model to identify learning patterns using ontology clustering techniques and meaningful learning
ABF Mansur, N Yusof - Computers & Education, 2013 - Elsevier
Clustering on Social Learning Network still not explored widely, especially when the network
focuses on e-learning system. Any conventional methods are not really suitable for the e …
focuses on e-learning system. Any conventional methods are not really suitable for the e …
Exploring the utility of social-network-derived collaborative opportunity temperature readings for informing design and research of large-group immersive learning …
Large-group (n> 8) co-located collaboration has not been adequately studied because it
demands different conceptual framings than those used to study small-group collaboration …
demands different conceptual framings than those used to study small-group collaboration …