Hugo Castellanos

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 4

Top Topics

Programming Assignments

Computational Thinking

Latent Dirichlet Allocation

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Gaurav Nanda, Aparajita Jaiswal, Hugo Castellanos, Yuzhe Zhou, Alex Choi, Alejandra J. Magana
Evaluating the Coverage and Depth of Latent Dirichlet Allocation Topic Model in Comparison with Human Coding of Qualitative Data: The Case of Education Research. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Hugo Castellanos, Camilo Vieira, Alejandra J. Magana
A Topic Modeling Approach to Characterizing Colombian Teachers' Conceptions of Computational Thinking. FIE (2023)
Xiaojin Liu, Hugo Castellanos, Lucas Wiese, Alejandra J. Magana
Exploring Machine Learning Methods to Identify Patterns in Students' Solutions to Programming Assignments. FIE (2023)
Hugo Castellanos, Felipe Restrepo-Calle, Fabio A. González, Jhon Jairo Ramirez-Echeverry
Understanding the relationships between self-regulated learning and students source code in a computer programming course. FIE (2017)