Automatic Assessment of Complex Assignments using Topic Models.
Saar KuziWilliam W. CopeDuncan C. FergusonChase GeigleChengXiang ZhaiPublished in: L@S (2019)
Keyphrases
- topic models
- automatic assessment
- topic modeling
- latent dirichlet allocation
- programming assignments
- generative model
- text mining
- latent topic models
- automatic analysis
- probabilistic model
- real world
- latent variables
- text documents
- text corpora
- gibbs sampling
- probabilistic topic models
- author topic model
- machine learning