Metaheuristic-based adaptive curriculum sequencing approaches: a systematic review and mapping of the literature

MOC Machado, NFS Bravo, AF Martins… - Artificial Intelligence …, 2021 - Springer
The presentation of learning materials in a sequence, which considers the association of
students' individual characteristics with those of the knowledge domain of interest, is an …

Improving learner-computer interaction through intelligent learning material delivery using instructional design modeling

C Troussas, A Krouska, C Sgouropoulou - Entropy, 2021 - mdpi.com
This paper describes an innovative and sophisticated approach for improving learner-
computer interaction in the tutoring of Java programming through the delivery of adequate …

A comparative analysis of metaheuristics applied to adaptive curriculum sequencing

AF Martins, M Machado, HS Bernardino, JF de Souza - Soft Computing, 2021 - Springer
The effective adoption of online learning depends on user satisfaction as distance education
approaches suffer from a lack of commitment that may lead to failures and dropouts. The …

Exploring the solution space for adaptive curriculum sequencing: Study of a multi-objective approach

JVCM Ferreira, HS Bernardino, JF de Souza… - Internet of Things, 2024 - Elsevier
Abstract Adaptive Curriculum Sequencing (ACS) is an important issue in personalized
learning. In ACS problems, one desires the best sequence of learning materials that meet …

Adaptive curriculum sequencing and education management system via Group-Theoretic Particle Swarm Optimization

X Sheng, K Lan, X Jiang, J Yang - Systems, 2023 - mdpi.com
The Curriculum Sequencing (CS) problem is a challenging task to tackle in the field of online
teaching and learning system development. The current methods of education management …

The impact of semantic annotation techniques on content-based video lecture recommendation

LL Dias, E Barrére, JF de Souza - Journal of Information …, 2021 - journals.sagepub.com
Increasing videos available in educational content repositories makes searching difficult,
and recommendation systems have been used to help students and teachers receive a …

FSETM Algorithm Optimizes Distance Education Network Resources

Y Jiang - 2022 International Conference on Education, Network …, 2022 - ieeexplore.ieee.org
As the basic guarantee and core element of the success of distance education (DE), DE
institutions at home and abroad have been committed to the construction of various …

[PDF][PDF] Arquitetura de Integração e Ontologia de Suporte para Recomendação de Objetos Educacionais em Ambientes Virtuais de Aprendizagem (Integration …

J Gomes Jr, JF de Souza, F Mendonça, R Braga… - ONTOBRAS, 2020 - academia.edu
The growing current adherence to e-learning and the more recurrent use of Virtual Learning
Environments (VLE) has generated a large volume of digital educational data and …

[引用][C] Evaluating educational recommendation systems: a systematic mapping

Y Marante, VAA da Silva, J Gomes Jr, MA Vitor… - Anais do XXXI Simpósio …, 2020 - SBC

[引用][C] Geração de sequências curriculares adaptativas baseada no perfil dos alunos e materiais didáticos utilizando o algoritmo nsga-iii

B Aquino, J Souza, LB Gonçalves, SSRF Soares - Anais do XXXI Simpósio …, 2020 - SBC