A systematic literature review on adaptive content recommenders in personalized learning environments from 2015 to 2020

NS Raj, VG Renumol - Journal of Computers in Education, 2022 - Springer
In personalized learning, each student gets a customized learning plan according to their
pace of learning, instructional preferences, learning objects, etc. Hence the content …

MoodleREC: A recommendation system for creating courses using the moodle e-learning platform

C De Medio, C Limongelli, F Sciarrone… - Computers in Human …, 2020 - Elsevier
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 …

Developments in Educational Recommendation Systems: a systematic review

PCR Pinho, R Barwaldt, D Espíndola… - 2019 IEEE Frontiers …, 2019 - ieeexplore.ieee.org
This abstract refers to a full paper in the research category. This paper presents a Systematic
Review (SR) that aims at characterising the current scenario of Educational …

Improving the portability of predicting students' performance models by using ontologies

J López-Zambrano, JA Lara, C Romero - Journal of computing in higher …, 2022 - Springer
One of the main current challenges in Educational Data Mining and Learning Analytics is the
portability or transferability of predictive models obtained for a particular course so that they …

Application of a fuzzy controller in adaptive e-learning content used to evaluate student activity

M Szczepański, J Marciniak - Procedia Computer Science, 2023 - Elsevier
This article presents an e-learning system that supports the adaptation of course content to
the student's way of learning. The adaptability of an e-learning course is a challenging task …

Towards the readiness of learning analytics data for micro learning

J Lin, G Sun, J Shen, T Cui, P Yu, D Xu, L Li… - … Computing–SCC 2019 …, 2019 - Springer
With the development of data mining and machine learning techniques, data-driven based
technology-enhanced learning (TEL) has drawn wider attention. Researchers aim to use …

LEARNING ANALYTICS FOR PERSONAL LEARNING ENVIRONMENTS: DETERMINING JOURNAL PUBLICATION TRENDS

DM Yaldiz, S Kuleli, OS Oktay… - … Online Journal of …, 2024 - dergipark.org.tr
The e-learning domain has witnessed a shift from the traditional behavioral approach to an
individual-centered learning approach based on learning analytics, with the aim of creating …

Classroom eXperience: from automated multimedia capture to personalized learning

RG Cattelan, RD Araújo, HNM Ferreira… - Multimedia Tools and …, 2024 - Springer
Computers have become everyday tools in the contemporary classroom. Laptops, tablets,
smartphones, electronic whiteboards and other computing devices are constantly used to …

Innovative practices in education systems using artificial intelligence for advanced society

DC Vinutha, S Kavyashree, CP Vijay… - The New Advanced …, 2022 - Wiley Online Library
The emerging use of Artificial Intelligence in education System is explored. The use of
Artificial Intelligence reduces workloads by shortening the time spent for assignments …

Framework of recommendation systems for educational data mining (EDM) methods: CBR-RS with KNN Implementation

MA Masethe, SO Ojo, SA Odunaike… - … : World Congress on …, 2021 - Springer
Abstract The introduction of Educational Data Mining methods presents a prospect for
educational management decision-makers in Educational Institutions to improve on the …