Explainable AI and machine learning: performance evaluation and explainability of classifiers on educational data mining inspired career counseling

P Guleria, M Sood - Education and Information Technologies, 2023 - Springer
Abstract Machine Learning concept learns from experiences, inferences and conceives
complex queries. Machine learning techniques can be used to develop the educational …

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 …

[Retracted] A Coordinated and Optimized Mechanism of Artificial Intelligence for Student Management by College Counselors Based on Big Data

Z Yang, M Talha - Computational and Mathematical Methods in …, 2021 - Wiley Online Library
The purpose of this article is to perform in‐depth research and analysis on the artificial
intelligence coordination and optimization mechanism of college counseling student …

A systematic review of operations research and management science modeling techniques in the study of higher education institutions

A Badiee, M Moshtari, GB Falguera - Socio-Economic Planning Sciences, 2024 - Elsevier
Higher education institutions (HEIs) in both developed and developing countries are
confronted with increasing pressure to enhance their effectiveness and efficiency while …

Digital transformation in higher education: Intelligence in systems and business models

A Rof, A Bikfalvi, P Marques - Intelligent Systems in Digital Transformation …, 2022 - Springer
Purpose—The purpose of this chapter is to analyze how higher education institutions can
successfully manage digital transformation. Originality/Value—The future of higher …

Flexible learning itineraries in digital environments for personalised learning in teacher training

A Pérez-Garcias, G Tur, S Villatoro… - … , 2022, vol. 25, num. 2, p …, 2024 - repositori.uib.es
The pedagogical strategy of flexible learning itineraries in digital environments aligns with
current practices that focus on students' agency to control their own learning. Flexible …

A study of students' preferences in the information resources of the digital learning environment

T Noskova, T Pavlova, O Yakovleva - Journal on Efficiency and …, 2021 - eriesjournal.com
The digital learning environment comprises various resources-didactically transformed and
untransformed information, and mediated communication. Students' information behaviour …

An intelligent expert system for academic advising utilizing fuzzy logic and semantic web technologies for smart cities education

O Iatrellis, E Stamatiadis, N Samaras… - Journal of Computers in …, 2023 - Springer
Abstract Students attending Higher Education Institutions (HEIs) are faced with a variety of
complex decisions and procedures. To provide students with more sustained and …

Cloud computing and semantic web technologies for ubiquitous management of smart cities-related competences

O Iatrellis, T Panagiotakopoulos… - Education and …, 2021 - Springer
One of the biggest challenges in building sustainable smart cities of the future is skill
management and development. Developing the digital skills of the municipalities' workforce …

Unlocking the potential of competency exam data with machine learning: improving higher education evaluation

A Smadi, A Al-Qerem, A Nabot, I Jebreen, A Aldweesh… - Sustainability, 2023 - mdpi.com
In Jordanian higher education institutions, a competency exam was developed to ensure
that students had the ability to attain particular competence levels. The results of the …