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 …
Connecting the dots–A literature review on learning analytics indicators from a learning design perspective
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …
On the effectiveness of game-like and social approaches in learning: Comparing educational gaming, gamification & social networking
Game-like approaches are becoming increasingly popular in education, with educational
games and gamification drawing increasing levels of attention. While games specifically …
games and gamification drawing increasing levels of attention. While games specifically …
Predicting students' final performance from participation in on-line discussion forums
On-line discussion forums constitute communities of people learning from each other, which
not only inform the students about their peers' doubts and problems but can also inform …
not only inform the students about their peers' doubts and problems but can also inform …
Data mining and education
KR Koedinger, S D'Mello… - Wiley …, 2015 - Wiley Online Library
An emerging field of educational data mining (EDM) is building on and contributing to a wide
variety of disciplines through analysis of data coming from various educational technologies …
variety of disciplines through analysis of data coming from various educational technologies …
Procrastinating behavior in computer-based learning environments to predict performance: A case study in Moodle
Introduction: Research about student performance has traditionally considered academic
procrastination as a behavior that has negative effects on academic achievement. Although …
procrastination as a behavior that has negative effects on academic achievement. Although …
Social network analysis of a gamified e-learning course: Small-world phenomenon and network metrics as predictors of academic performance
Social networks and gamification are having an important and growing role in education.
Social networks provide unknown communication and connection possibilities while games …
Social networks provide unknown communication and connection possibilities while games …
A decade of learning analytics: Structural topic modeling based bibliometric analysis
Learning analytics (LA) has become an increasingly active field focusing on leveraging
learning process data to understand and improve teaching and learning. With the explosive …
learning process data to understand and improve teaching and learning. With the explosive …
Towards a social networks model for online learning & performance
KSK Chung, WC Paredes - Journal of Educational Technology & Society, 2015 - JSTOR
In this study, we develop a theoretical model to investigate the association between social
network properties,“content richness”(CR) in academic learning discourse, and …
network properties,“content richness”(CR) in academic learning discourse, and …
How to quantify student's regularity?
Studies carried out in classroom-based learning context, have consistently shown a positive
relation between students' conscientiousness and their academic success. We hypothesize …
relation between students' conscientiousness and their academic success. We hypothesize …