A deep learning classification framework for early prediction of team-based academic performance

F Giannakas, C Troussas, I Voyiatzis… - Applied Soft …, 2021 - Elsevier
The prediction of the performance of teams during the collaboration of their members is
considered a difficult task for various reasons. However, an accurate prediction would assist …

Students' learning of management and leadership in engineering education–a literature review

HW Routhe, JE Holgaard, A Kolmos - European Journal of …, 2024 - Taylor & Francis
The increasing complexity of societal problems and the need for more interdisciplinary
problem-solving in the future raise new demands for future engineering competences …

Motivating engineering students learning via monitoring in personalized learning environment with tagging system

B Balakrishnan - Computer Applications in Engineering …, 2018 - Wiley Online Library
ABSTRACT Personalized Learning Environment (PLE) is a novel pedagogical approach,
which has caused a paradigm shift in tertiary education. In this study, a computer‐based …

Application of Collaborative Learning Paradigms within Software Engineering Education: A Systematic Mapping Study

R Garcia, C Treude, A Valentine - … of the 55th ACM Technical Symposium …, 2024 - dl.acm.org
Collaboration is used in Software Engineering (SE) to develop software. Industry seeks SE
graduates with collaboration skills to contribute to productive software development. SE …

Network education platform in flipped classroom based on improved cloud computing and support vector machine

L Jing, Z Bo, Q Tian, W Xu, J Shi - Journal of Intelligent & …, 2020 - content.iospress.com
The current online education platform has gradually replaced the traditional teaching mode
and has become an efficient teaching method. Flipping classroom is a new teaching mode …

Flipped microlecture classes: satisfied learners and higher performance?

L olde Scholtenhuis, F Vahdatikhaki… - European journal of …, 2021 - Taylor & Francis
Multimedia in blended learning provides the ability to enhance students' performance and
satisfaction. Microlectures are one type of multimedia that comprise of short modular videos …

Multi-technique comparative analysis of machine learning algorithms for improving the prediction of teams' performance

F Giannakas, C Troussas, A Krouska… - Education and …, 2022 - Springer
Working in groups is an important collaboration activity in the educational context, where a
variety of factors can influence the prediction of the teams' performance. In the pertinent …

COOPERATIVE LEARNING IN A HIGHER EDUCATIONAL SETTINGRealizing high-performing cooperative learning in higher education

T Schilstra, E Takács, T Abcouwer - 2019 - aisel.aisnet.org
Cooperative learning approach can be applied in higher education to develop resilience in
future generations. Despite the substantial amount of scientific research on cooperative …

[图书][B] Privileging Tacit Knowledge within a Software Engineering Curriculum: A Living Educational Theory of Practice

MP Russell - 2021 - search.proquest.com
Through action research I inquired into my pedagogical practice by questioning the nature of
knowledge I valued as a lecturer. This questioning led me to develop my 'living educational …

Enhancing Student Performance through Adaptive Knowledge Assessment: A Bayesian Optimization Approach

I Nayak, G Radha, RMM Shareef… - 2023 International …, 2023 - ieeexplore.ieee.org
-The contributions of educational data mining are essential to the growth of the educational
setting as a whole because they apply state-of-the-art methods, techniques, and …