Predicting student performance using data mining and learning analytics techniques: A systematic literature review

A Namoun, A Alshanqiti - Applied Sciences, 2020 - mdpi.com
Featured Application The herein survey is among the first research efforts to synthesize the
intelligent models and paradigms applied in education to predict the attainment of student …

CS1: how will they do? How can we help? A decade of research and practice

K Quille, S Bergin - Computer Science Education, 2019 - Taylor & Francis
ABSTRACT Background and Context: Computer Science attrition rates (in the western
world) are very concerning, with a large number of students failing to progress each year. It …

Programming: predicting student success early in CS1. a re-validation and replication study

K Quille, S Bergin - Proceedings of the 23rd annual ACM conference on …, 2018 - dl.acm.org
This paper describes a large, multi-institutional revalidation study conducted in the
academic year 2015-16. Six hundred and ninety-two students participated in this study, from …

Comparing programming self-esteem of upper secondary school teachers to CS1 students

R Faherty, K Quille, R Vivian, MM McGill… - Proceedings of the 26th …, 2021 - dl.acm.org
Teacher self-esteem has been found to impact student learning in a number of non-
computing fields. As computing slowly becomes a part of the upper secondary school (high …

Evolving Towards a Trustworthy AIEd Model to Predict at Risk Students in Introductory Programming Courses

K Quille, L Vidal-Meliá, K Nolan, A Mooney - Proceedings of the 2023 …, 2023 - dl.acm.org
Artificial intelligence in education has the potential to transform the educational landscape
and influence the role of the involved stakeholders. With recent European Commission …

A literature study of visual analysis in an educational context

L Hansen, VRP Borges… - 2020 IEEE Frontiers in …, 2020 - ieeexplore.ieee.org
Research Full Paper-Visual Analytics is an emerging field that enables detection of the
expected and discovery of the unexpected. This technique has been used in numerous …

Visual Analysis of Educational Data: a Case Study of Introductory Programming courses at the University of Brasília

L Hansen, M Holanda, VRP Borges… - 2022 IEEE Frontiers in …, 2022 - ieeexplore.ieee.org
Data visualization aims to graphically represent information from a given application
domain. This approach helps in the analysis and understanding of a data set through the …

Análise visual de dados educacionais: um estudo de caso das disciplinas introdutórias de programação da UnB

LA Hansen - 2022 - realp.unb.br
As técnicas de visualização auxiliam na análise e na compreensão de conjuntos de dados,
de forma a evidenciar características e padrões de informações. Na literatura, a análise de …