Prediction in MOOCs: A review and future research directions
This paper surveys the state of the art on prediction in MOOCs through a systematic
literature review (SLR). The main objectives are: first, to identify the characteristics of the …
literature review (SLR). The main objectives are: first, to identify the characteristics of the …
Analysis of the factors influencing learners' performance prediction with learning analytics
The advancement of learning analytics has enabled the development of predictive models to
forecast learners' behaviors and outcomes (eg, performance). However, many of these …
forecast learners' behaviors and outcomes (eg, performance). However, many of these …
Sentiment analysis in MOOCs: A case study
Forum messages in MOOCs (Massive Open Online Courses) are the most important source
of information about the social interactions happening in these courses. Forum messages …
of information about the social interactions happening in these courses. Forum messages …
Predicting users' personality from Instagram pictures: using visual and/or content features?
Instagram is a popular social networking application that allows users to express themselves
through the uploaded content and the different filters they can apply. In this study we look at …
through the uploaded content and the different filters they can apply. In this study we look at …
Automatic modeling learner's personality using learning analytics approach in an intelligent Moodle learning platform
The ability of automatically modeling learners' personalities is an important step in building
adaptive learning environments. Several studies showed that knowing the personality of …
adaptive learning environments. Several studies showed that knowing the personality of …
You are what you post: What the content of instagram pictures tells about users' personality
Instagram is a popular social networking application that allows users to express themselves
through the uploaded content and the different filters they can apply. In this study we look at …
through the uploaded content and the different filters they can apply. In this study we look at …
Personality traits and music genres: What do people prefer to listen to?
Personality-based personalized systems are increasingly gaining interest as personality
traits has been shown to be a stable construct within humans. In order to provide a …
traits has been shown to be a stable construct within humans. In order to provide a …
A learning analytics methodology for understanding social interactions in MOOCs
One of the characteristics of massive open online courses (MOOCs) is that the overall
number of social interactions tend to be higher than in traditional courses, hindering the …
number of social interactions tend to be higher than in traditional courses, hindering the …
Analysing the predictive power for anticipating assignment grades in a massive open online course
The learning process in a MOOC (Massive Open Online Course) can be improved from
knowing in advance learners' grades on different assignments. This would be very useful to …
knowing in advance learners' grades on different assignments. This would be very useful to …
Relationship between motivations, personality traits and intention to continue using MOOCs
MOOCs represent an emerging model for delivering education services. Notwithstanding
their potential, they suffer significant dropout rates, which have been attributed to the low …
their potential, they suffer significant dropout rates, which have been attributed to the low …