A two-phase machine learning approach for predicting student outcomes

O Iatrellis, IΚ Savvas, P Fitsilis… - Education and Information …, 2021 - Springer
Learning analytics have proved promising capabilities and opportunities to many aspects of
academic research and higher education studies. Data-driven insights can significantly …

The Educational Path of Curriculum Ideology and Politics in Chinese International Education

C Wang - Curriculum and Teaching Methodology, 2023 - clausiuspress.com
In international education, ideological and political education (IPE) plays a very important
role, and curriculum is the main way for students to learn ideological and political theory …

KONX: A Dynamic Approach for Explainable AI in Higher Education

O Iatrellis, N Samaras, C Dervenis… - Proceedings of the 7th …, 2023 - dl.acm.org
In the era of data-driven decision-making, Higher Education Institutions (HEIs) can greatly
benefit from the potential of explainable Artificial Intelligence (XAI) to provide transparent …

ALPY PLUS-Adaptive Model Oriented to Pathway Planning in Virtual Learning System

Y Henriquez-Nunez, C Parra… - Colombian Conference on …, 2021 - Springer
This paper presents an adaptive model called ALPY PLUS to enrich the dynamic planning of
learning resources with user characteristics and those of her/his context, in order to provide …

Using TOSCA language to model personalized educational content: Introducing eduTOSCA

P Fitsilis, O Iatrellis, P Tsoutsa - Proceedings of the 26th Pan-Hellenic …, 2022 - dl.acm.org
Students attending Higher Education Institutions (HEIs) of Vocational Educational and
Training (VET) are faced with a variety of complex decisions and procedures. To provide …

[PDF][PDF] Adaptive Model for the Selection of Resources and Activities in a Virtual Learning Environment.

Y Henriquez-Nunez, C Parra, M Brijaldo, AC Ramos - CSEDU (1), 2023 - scitepress.org
This paper presents ALPY, an Adaptive System to support Personalized Education in Virtual
Learning Environments which favors the selection process of resources and activities for a …