A survey of automated programming hint generation: The hints framework J McBroom, I Koprinska, K Yacef ACM Computing Surveys (CSUR) 54 (8), 1-27, 2021 | 40 | 2021 |
Mining Behaviours of Students in Autograding Submission System Logs. J McBroom, B Jeffries, I Koprinska, K Yacef International Educational Data Mining Society, 2016 | 24 | 2016 |
A data-driven method for helping teachers improve feedback in computer programming automated tutors J McBroom, K Yacef, I Koprinska, JR Curran Artificial Intelligence in Education: 19th International Conference, AIED …, 2018 | 23 | 2018 |
Mapping python programs to vectors using recursive neural encodings B Paassen, J McBroom, B Jeffries, I Koprinska, K Yacef Journal of Educational Data Mining 13 (3), 1-35, 2021 | 16 | 2021 |
Progress networks as a tool for analysing student programming difficulties J McBroom, B Paassen, B Jeffries, I Koprinska, K Yacef Proceedings of the 23rd Australasian Computing Education Conference, 158-167, 2021 | 13 | 2021 |
Understanding gender differences to improve equity in computer programming education J McBroom, I Koprinska, K Yacef Proceedings of the Twenty-Second Australasian Computing Education Conference …, 2020 | 13 | 2020 |
DETECT: a hierarchical clustering algorithm for behavioural trends in temporal educational data J McBroom, K Yacef, I Koprinska International Conference on Artificial Intelligence in Education, 374-385, 2020 | 7 | 2020 |
How Does Student Behaviour Change Approaching Dropout? A Study of Gender and School Year Differences. J McBroom, I Koprinska, K Yacef EDM, 2020 | 6 | 2020 |
ast2vec: Utilizing recursive neural encodings of python programs B Paaßen, J McBroom, B Jeffries, I Koprinska, K Yacef arXiv preprint arXiv:2103.11614, 2021 | 5 | 2021 |
Data Science to Improve Feedback, Understand Student Behaviour and Address Equity Issues in Computer Programming Education Using Data from Large-Scale Courses JJE McBroom | | 2021 |
Next Steps for Next-step Hints: Lessons Learned from Teacher Evaluations of Automatic Programming Hints B Paaßen, J McBroom, B Jeffries, I Koprinska, K Yacef Joint Proceedings of the Workshops of the 14th International Conference on …, 2021 | | 2021 |