Type

Conference Proceedings

Authors

Alan F. Smeaton
I-Han Hsiao
David Azcona
Yancy Vance Paredes

Subjects

Computer Science

Topics
educational technology machine learning predictive modelling artificial intelligence predictive models educational data mining programming learning behavioral analytics

Predictive modelling of student reviewing behaviors in an introductory programming course (2018)

Abstract In this paper, we developed predictive models based on students’ reviewing behaviors in an Introductory Programming course. These patterns were captured using an educational technology that students used to review their graded paper- based assessments. Models were trained and tested with the goal of identifying students’ academic performance and those who might be in need of assistance. The results of the retrospective analysis show a reasonable accuracy. This suggests the possibility of developing interventions for students, such as providing feedback in the form of effective reviewing strategies.
Collections Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Social Sciences
Ireland -> Dublin City University -> Subject = Computer Science: Artificial intelligence
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> Subject = Social Sciences: Educational technology
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: INSIGHT Centre for Data Analytics
Ireland -> Dublin City University -> Subject = Computer Science: Machine learning

Full list of authors on original publication

Alan F. Smeaton, I-Han Hsiao, David Azcona, Yancy Vance Paredes

Experts in our system

1
Alan F. Smeaton
Dublin City University
Total Publications: 492
 
2
I-Han Hsiao
Dublin City University
Total Publications: 7
 
3
David Azcona
Dublin City University
Total Publications: 14