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Automatic Discovery of Complementary Learning Resources
(Towards Ubiquitous Learning. EC-TEL 2011, 2011)
Students in a learning experience can be seen as a community working simultaneously (and in some cases collaboratively) in a set of activities. During these working sessions, students carry out numerous actions that affect ...
Learning Management Systems Activity Records for Students' Assessment of Generic Skills
(IEEE Access, 2018)
Students' acquisition of generic skills is a key to their incorporation into the job world. However, teachers encounter several difficulties when measuring their students' performance in generic skills. These difficulties ...
Personalized tutoring model through the application of Learning Analytics phases
(IEEE Latin America Transactions, 2020-01)
Learning Analytics (LA) have a significant impact in learning and teaching processes. These can be improved using the available data retrieved from the students' activity inside the virtual classrooms of a LMS. This process ...
Background similarities as a way to predict students' behaviour
(Sustainability, 2019-12-02)
The number of students opting for online educational platforms has been on the rise in recent years. Despite the upsurge, student retention is still a challenging task, with some students recording low-performance margins ...
Identifying Students at Risk of Failing a Subject by Using Learning Analytics for Subsequent Customised Tutoring
(Applied Sciences (Switzerland), 2019-01-28)
Learning analytics (LA) has become a key area of study in educology, where it could assist in customising teaching and learning. Accordingly, it is precisely this data analysis technique that is used in a sensor—AnalyTIC—designed ...
A Predictive System Informed by Students’ Similar Behaviour
(Sustainability, 2020)
It is quite complex to adapt instruction to student needs in view of online education owing to the ensuing communication disconnection in such learning environments. Decision support schemes offer assistance by automatically ...
A4Learning : Un enfoque metodológico iterativo para apoyar mejor el aprendizaje y la enseñanza
(IEEE Latin America Transactions, 2015-02)
Usability has been identified as one of the top unsolved challenges to improve a visual presentation of any type of information. The design and implementation of a visualization tool should incorporate usability by design, ...
Monitoring student progress using virtual appliances: A case study
(Computers and Education, 2012-05)
The interactions that students have with each other, with the instructors, and with educational resources are valuable indicators of the effectiveness of a learning experience. The increasing use of information and ...
A Systematic Literature Review of Empirical Studies on Learning Analytics in Educational Games
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-12)
Learning analytics (LA) in educational games is considered an emerging practice due to its potential of enhancing the learning process. Growing research on formative assessment has shed light on the ways in which students' ...
A Smart Collaborative Educational Game with Learning Analytics to Support English Vocabulary Teaching
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
Learning Analytics (LA) approaches have proved to be able to enhance learning process and learning performance. However, little is known about applying these approaches for second language acquisition using educational ...