Recommender systems in technology enhanced learning
Technology enhanced learning (TEL) aims to design, develop and test socio-technical
innovations that will support and enhance learning practices of both individuals and …
innovations that will support and enhance learning practices of both individuals and …
Personal recommender systems for learners in lifelong learning networks: the requirements, techniques and model
H Drachsler, HGK Hummel… - International Journal of …, 2008 - inderscienceonline.com
This article argues that there is a need for Personal Recommender Systems (PRSs) in
Learning Networks (LNs) in order to provide learners with advice on the suitable learning …
Learning Networks (LNs) in order to provide learners with advice on the suitable learning …
Swarm intelligence: new techniques for adaptive systems to provide learning support
The notion of a system adapting itself to provide support for learning has always been an
important issue of research for technology-enabled learning. One approach to provide …
important issue of research for technology-enabled learning. One approach to provide …
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation
Collaborative Filtering (CF) based recommender systems often suffer from the sparsity
problem, particularly for new and inactive users when they use the system. The emerging …
problem, particularly for new and inactive users when they use the system. The emerging …
Recommending suitable learning paths according to learners' preferences: Experimental research results
E Kurilovas, I Zilinskiene, V Dagiene - Computers in Human Behavior, 2015 - Elsevier
The paper deals with the problem of personalising learning units with the main focus on
finding personalised learning paths in learning units. Finding suitable learning paths is …
finding personalised learning paths in learning units. Finding suitable learning paths is …
Learning design in adaptive educational hypermedia systems
AJ Berlanga Flores, FJ García-Peñalvo - 2008 - gredos.usal.es
After more than ten years of research aiming at defining methods and techniques to deliver
personalized instruction, Adaptive Educational Hypermedia Systems have not made …
personalized instruction, Adaptive Educational Hypermedia Systems have not made …
A hybrid system of pedagogical pattern recommendations based on singular value decomposition and variable data attributes
C Cobos, O Rodriguez, J Rivera, J Betancourt… - Information Processing …, 2013 - Elsevier
To carry out effective teaching/learning processes, lecturers in a variety of educational
institutions frequently need support. They therefore resort to advice from more experienced …
institutions frequently need support. They therefore resort to advice from more experienced …
e-Skills Match: A framework for mapping and integrating the main skills, knowledge and competence standards and models for ICT occupations
L Fernández-Sanz, J Gómez-Pérez… - Computer Standards & …, 2017 - Elsevier
Definition of skills, occupations, professional profiles and similar concepts have been
explored in the ICT area since long ago. It has been only recently in Europe when new …
explored in the ICT area since long ago. It has been only recently in Europe when new …
The Future of E-learning
J Dron, T Anderson - The Sage Handbook of E-learning Research, 2e, 2016 - torrossa.com
This is not the first attempt to predict the future of e-learning and our first confident prediction
is that it will not be the last. Our intent in this chapter is to focus less on the digital …
is that it will not be the last. Our intent in this chapter is to focus less on the digital …
Using collaborative filtering to support college students' use of online forum for English learning
PY Wang, HC Yang - Computers & Education, 2012 - Elsevier
This study examined the impact of collaborative filtering (the so-called recommender) on
college students' use of an online forum for English learning. The forum was created with an …
college students' use of an online forum for English learning. The forum was created with an …