Machine learning-based student modeling methodology for intelligent tutoring systems

C Yang, FK Chiang, Q Cheng… - Journal of Educational …, 2021 - journals.sagepub.com
Machine learning-based modeling technology has recently become a powerful technique
and tool for developing models for explaining, predicting, and describing system/human …

Empowering Learning through Intelligent Data-Driven Systems

KA Aldriwish - Engineering, Technology & Applied Science Research, 2024 - etasr.com
The evolution of educational systems is closely tied to technological advancements,
particularly the emergence of machine learning. This technology offers a sophisticated …

Designing Pedagogical Agents Toward the Recommendation and Intervention Based on Students' Actions in an ITS

AMM Lopes, JFDM Netto - 2021 IEEE Frontiers in Education …, 2021 - ieeexplore.ieee.org
This full paper aims to present a model of the Pedagogical Agents architecture to assist in
activities and tutorial interventions for mastering the resolution of first-degree polynomial …

Improving Effectiveness of Programming Assignments with Real-time Formative Feedback

I Baimetov - Proceedings of the 2023 Conference on Innovation …, 2023 - dl.acm.org
This PhD research explores the problem of building an effective ITS-like system for providing
real-time formative feedback for programming assignments given to college/university …

Learning analytics in big data era. exploration, validation and predictive models development

IC Drivas, GA Giannakopoulos, DP Sakas - Intelligent Tutoring Systems …, 2020 - Springer
The untamed big data era raises opportunities in learning analytics sector for the provision
of enhanced educational material to learners. Nevertheless, big data analytics, brings big …

Quo vadis personalized learning? Aligning technological innovation with evidence-based research on learning and instruction

L Nörenberg, R Lazarides, J Dietrich, J Moeller - 2022 - osf.io
The increasing individualization of personal lifestyles, the inclusion of persons with
disabilities in the regular classroom, and evidence from the field of learning and instruction …

The Effectiveness of Intelligent Tutoring Systems in Supporting Students with Varying Levels of Programming Experience

AWF Kouam - 2024 - researchsquare.com
This study investigates the effectiveness of Intelligent Tutoring Systems (ITS) in supporting
students with varying levels of programming experience. Through a mixed-methods …

[PDF][PDF] Pre-print, version November 22th. Please contact the first author for the recent version before citing.

L Nörenberg, RC Lazarides, J Dietrich, J Moeller - scholar.archive.org
The increasing individualization of personal lifestyles, the inclusion of persons with
disabilities in the regular classroom, and evidence from the field of learning and instruction …

[PDF][PDF] Review of Peer Feedback in Collaborative Tutoring Systems

SK Baloch - researchgate.net
Because of the fast advancement of networking technology, universities, and corporate
training programs may now reach out to students who would otherwise be unable to take …

Intelligent Technologies in E-learning and Intelligent Tutoring Systems

TI Ivanova - 2021 International Conference on Information …, 2021 - ieeexplore.ieee.org
This paper proposes results of the literature analysis of Intelligent Tutoring Systems (ITSs)
from technological point of view. Exploring and classifying used architectures and …