Towards intelligent E-learning systems
M Liu, D Yu - Education and Information Technologies, 2023 - Springer
The prevalence of e-learning systems has made educational resources more accessible,
interactive and effective to learners without the geographic and temporal boundaries …
interactive and effective to learners without the geographic and temporal boundaries …
A systematic literature review on personalised learning in the higher education context
RI Fariani, K Junus, HB Santoso - Technology, Knowledge and Learning, 2023 - Springer
Personalised learning (PL) is learning in which the stage of learning and the instructional
approach are optimised for the needs of each learner. The concept of PL allows e-learning …
approach are optimised for the needs of each learner. The concept of PL allows e-learning …
Review of ontology-based recommender systems in e-learning
In recent years there has been an enormous increase in learning resources available online
through massive open online courses and learning management systems. In this context …
through massive open online courses and learning management systems. In this context …
Personalised self-directed learning recommendation system
TB Lalitha, PS Sreeja - Procedia Computer Science, 2020 - Elsevier
Modern educational systems have changed drastically bringing in knowledge anywhere as
needed by the learner with the evolution of Internet. Availability of knowledge in public …
needed by the learner with the evolution of Internet. Availability of knowledge in public …
Personalisation methods in e‐learning‐A literature review
Over the years, personalisation in e‐learning has evolved as a promising paradigm for
matching learners' specific requirements. Although many literature reviews on personalised …
matching learners' specific requirements. Although many literature reviews on personalised …
Knowledge based recommender system for academia using machine learning: a case study on higher education landscape of Pakistan
Allocation of courses and research students based on faculty's subject specialization and
area of interest has always remained a challenging task for university administration due to …
area of interest has always remained a challenging task for university administration due to …
HealthRecSys: A semantic content-based recommender system to complement health videos
CL Sanchez Bocanegra, JL Sevillano Ramos… - BMC medical informatics …, 2017 - Springer
Abstract Background The Internet, and its popularity, continues to grow at an unprecedented
pace. Watching videos online is very popular; it is estimated that 500 h of video are …
pace. Watching videos online is very popular; it is estimated that 500 h of video are …
Towards a personalized learning experience using reinforcement learning
D Shawky, A Badawi - Machine learning paradigms: Theory and …, 2019 - Springer
Cognitive computing has become one of the most promising fields, especially in education,
where building adaptive learning systems that provide different learning paths and material …
where building adaptive learning systems that provide different learning paths and material …
Advancing personalized and adaptive learning experience in education with artificial intelligence
CW Fernandes, S Rafatirad… - 2023 32nd Annual …, 2023 - ieeexplore.ieee.org
The challenge for today's learning systems is to provide effective access to knowledge and
contents that are well-relevant to learners' background and interest levels. Majority of …
contents that are well-relevant to learners' background and interest levels. Majority of …
Using a summarized lecture material recommendation system to enhance students' preclass preparation in a flipped classroom
Research has revealed the positive effects of flipped classroom approaches on students'
learning engagement and performance compared with conventional lecture-based …
learning engagement and performance compared with conventional lecture-based …