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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 ...
Institutional mapping of open educational practices beyond use of Open Educational Resources
(Distance Education, 2018)
Many initiatives exist to increase the adoption of open educational practices (OEP) within universities, but few initiatives start by exploring the capacity of educators to adopt open approaches. This paper addresses this ...
An Evolutionary SVM Model for DDOS Attack Detection in Software Defined Networks
(IEEE ACCESS, 2020)
Software-Defined Network (SDN) has become a promising network architecture in current days that provide network operators more control over the network infrastructure. The controller, also called as the operating system ...
A Solution to Manage the Full Life Cycle of Learning Analytics in a Learning Management System: AnalyTIC
(Revista Iberoamericana de Tecnologias del Aprendizaje, 2019-11-11)
Learning Analytics (LA) has a significant impact in learning and teaching processes. These processes can be improved using the available data retrieved from students' activity inside the virtual classrooms of a learning ...
Factors that foster and deter STEM professional development among teachers
(Science Education, 2020-08-01)
The present study seeks to identify teachers' perceptions regarding STEM teaching professional development and to identify the factors that facilitate or hinder the success of teachers' professional development. The ...
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 ...
In Search for the Open Educator: Proposal of a Definition and a Framework to Increase Openness Adoption Among University Educators
(International Review of Research in Open and Distributed Learning, 2016-12)
The paper explores the change process that university teachers need to go through in order to become fluent with Open Education approaches. Based on a literature review and a set of interviews with a number of leading ...
TELMA: Technology-enhanced learning environment for minimally invasive surgery
(Journal of Surgical Research, 2013-06)
Background: Cognitive skills training for minimally invasive surgery has traditionally relied upon diverse tools, such as seminars or lectures. Web technologies for e-learning have been adopted to provide ubiquitous training ...
Implementation of the recommendation model LIME in cognitive and visual interactive tutors from PSLC
(IEEE Latin America Transactions, 2015-02)
This paper presents an application scenario of a rule-based recommender model (LIME) to a PSLC cognitive tutor analytics database. LIME is a recommendation model which provides a formative support to students, tutors and ...
A Visual Analytics Method for Score Estimation in Learning Courses
(Journal of Universal Computer Science, 2015-01)
The provision of awareness is a well-known method for fostering students' self-reflection, a metacognitive skill often related to academic success and considered one of the key skills of the 21st century. Although the ...