Predicting student performance using data mining and learning analytics techniques: A systematic literature review
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 …
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
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 …
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
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 …
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
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 …
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
Artificial intelligence in education has the potential to transform the educational landscape
and influence the role of the involved stakeholders. With recent European Commission …
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 …
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
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 …
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 …
de forma a evidenciar características e padrões de informações. Na literatura, a análise de …