Automated Assessment of Computer Science Competencies from Student Programs with Gaussian Process Regression.
Bita AkramHamoon AzizsoltaniWookhee MinEric N. WiebeBradford W. MottAnam NaviedKristy Elizabeth BoyerJames C. LesterPublished in: EDM (2020)
Keyphrases
- gaussian process regression
- computer science
- undergraduate engineering
- computer science students
- gaussian processes
- gaussian process
- student knowledge
- peer assessment
- covariance function
- intelligent tutoring systems
- learning environment
- teaching mathematics
- programming course
- lecture notes
- learning styles
- computer programming
- learning objectives
- novice programmers
- learning process
- data mining
- machine learning algorithms
- active learning