Panorama of recommender systems to support learning
This chapter presents an analysis of recommender systems in Technology-Enhanced
Learning along their 15 years existence (2000–2014). All recommender systems considered …
Learning along their 15 years existence (2000–2014). All recommender systems considered …
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 …
Multi-criteria recommender systems
G Adomavicius, N Manouselis, YO Kwon - Recommender systems …, 2010 - Springer
This chapter aims to provide an overview of the class of multi-criteria recommender systems.
First, it defines the recommendation problem as a multicriteria decision making (MCDM) …
First, it defines the recommendation problem as a multicriteria decision making (MCDM) …
Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions
A Klašnja-Milićević, M Ivanović… - Artificial Intelligence …, 2015 - Springer
With the development of sophisticated e-learning environments, personalization is
becoming an important feature in e-learning systems due to the differences in background …
becoming an important feature in e-learning systems due to the differences in background …
Evaluating recommender systems for technology enhanced learning: a quantitative survey
The increasing number of publications on recommender systems for Technology Enhanced
Learning (TEL) evidence a growing interest in their development and deployment. In order …
Learning (TEL) evidence a growing interest in their development and deployment. In order …
Collaborative recommendation of e‐learning resources: an experimental investigation
N Manouselis, R Vuorikari… - Journal of Computer …, 2010 - Wiley Online Library
Repositories with educational resources can support the formation of online learning
communities by providing a platform for collaboration. Users (eg teachers, tutors and …
communities by providing a platform for collaboration. Users (eg teachers, tutors and …
A proposed semantic recommendation system for e-learning: A rule and ontology based e-learning recommendation system
S Shishehchi, SY Banihashem… - 2010 international …, 2010 - ieeexplore.ieee.org
With proliferation of learning contents on the web, finding suitable ones has become a very
difficult and complicated task for online learners, to achieve better performance …
difficult and complicated task for online learners, to achieve better performance …
An effective recommendation framework for personal learning environments using a learner preference tree and a GA
M Salehi, IN Kamalabadi… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Personalized recommendations are used to support the activities of learners in personal
learning environments and this technology can deliver suitable learning resources to …
learning environments and this technology can deliver suitable learning resources to …
Aggregated relative similarity (ars): a novel similarity measure for improved personalised learning recommendation using hybrid filtering approach
To improve the effectiveness of online learning, the learning materials recommendation is
required to be personalised to the learner material recommendations must be personalized …
required to be personalised to the learner material recommendations must be personalized …
A framework for recommendation in learning object repositories: An example of application in civil engineering
Learning Object Repositories (LORs) are an important element in the management,
publishing, location and retrieval of instructional resources. In recent times, the task of …
publishing, location and retrieval of instructional resources. In recent times, the task of …