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A systematic literature review on educational recommender systems for teaching and learning: research trends, limitations and opportunities
Recommender systems have become one of the main tools for personalized content filtering
in the educational domain. Those who support teaching and learning activities, particularly …
in the educational domain. Those who support teaching and learning activities, particularly …
E-learning, M-learning and D-learning: Conceptual definition and comparative analysis
S Kumar Basak, M Wotto… - E-learning and Digital …, 2018 - journals.sagepub.com
In the 21st century, the information and communication technology explosion increases the
uses of digital devices for many purposes in the world of work and in formal and non-formal …
uses of digital devices for many purposes in the world of work and in formal and non-formal …
The role of collaboration, computer use, learning environments, and supporting strategies in CSCL: A meta-analysis
This meta-analysis synthesizes research findings on the effects of computer-supported
collaborative learning (CSCL) based on its three main elements:(1) the collaboration per …
collaborative learning (CSCL) based on its three main elements:(1) the collaboration per …
A survey of recommender systems with multi-objective optimization
Recommender systems have been widely applied to several domains and applications to
assist decision making by recommending items tailored to user preferences. One of the …
assist decision making by recommending items tailored to user preferences. One of the …
Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning
Recommender systems in e-learning domain play an important role in assisting the learners
to find useful and relevant learning materials that meet their learning needs. Personalized …
to find useful and relevant learning materials that meet their learning needs. Personalized …
MoodleREC: A recommendation system for creating courses using the moodle e-learning platform
The field of education has never been indifferent to the new technologies, and eventually to
the Internet. Technology-Enhanced Learning, progressively, has grown to be the area for …
the Internet. Technology-Enhanced Learning, progressively, has grown to be the area for …
[HTML][HTML] A comprehensive survey of knowledge graph-based recommender systems: Technologies, development, and contributions
In recent years, the use of recommender systems has become popular on the web. To
improve recommendation performance, usage, and scalability, the research has evolved by …
improve recommendation performance, usage, and scalability, the research has evolved by …
A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining
In recent years, there has been significant growth in the use of online learning resources by
learners. However, due to information overload, many learners are experiencing difficulties …
learners. However, due to information overload, many learners are experiencing difficulties …
Translating learning into numbers: A generic framework for learning analytics
With the increase in available educational data, it is expected that Learning Analytics will
become a powerful means to inform and support learners, teachers and their institutions in …
become a powerful means to inform and support learners, teachers and their institutions in …
Context-aware recommender systems for learning: a survey and future challenges
Recommender systems have been researched extensively by the Technology Enhanced
Learning (TEL) community during the last decade. By identifying suitable resources from a …
Learning (TEL) community during the last decade. By identifying suitable resources from a …