Using Hierarchical Latent Dirichlet Allocation to Construct Feature Tree for Program Comprehension.
Xiaobing SunXiangyue LiuYucong DuanBin LiPublished in: Sci. Program. (2017)
Keyphrases
- latent dirichlet allocation
- program comprehension
- topic models
- topic modeling
- generative model
- hierarchical bayesian model
- lda model
- latent topics
- eye tracking
- word counts
- hierarchical dirichlet process
- software maintenance
- variational bayesian inference
- text mining
- latent topic models
- gibbs sampling
- variational inference
- reverse engineering
- probabilistic topic models
- probabilistic model
- software engineers
- hierarchical bayesian
- source code
- dimensionality reduction
- software engineering
- human computer interaction
- support vector
- feature extraction
- real world