A Generative Model of Software Dependency Graphs to Better Understand Software Evolution.
Vincenzo MuscoMartin MonperrusPhilippe PreuxPublished in: CoRR (2014)
Keyphrases
- generative model
- software evolution
- dependency graphs
- software maintenance
- software systems
- probabilistic model
- mining software repositories
- source code
- reverse engineering
- open source projects
- software architecture
- software development
- dependency graph
- prior knowledge
- agile development
- latent dirichlet allocation
- software engineering
- software development processes
- em algorithm
- bayesian framework
- process automation
- software repositories
- software artifacts
- expectation maximization
- semi supervised
- discriminative models
- data sets
- topic models
- pairwise
- active learning
- object oriented
- hierarchical bayesian model
- machine learning
- real world
- metamodel