Using Relational Topic Models to capture coupling among classes in object-oriented software systems.
Malcom GethersDenys PoshyvanykPublished in: ICSM (2010)
Keyphrases
- software systems
- topic models
- object oriented
- software engineering
- relational databases
- topic modeling
- latent dirichlet allocation
- data model
- source code
- object oriented systems
- software design
- software architecture
- text documents
- probabilistic model
- design patterns
- software components
- software development
- co occurrence
- software maintenance
- latent topics
- generative model
- text mining
- linux kernel
- latent topic models
- component based software
- text corpora
- artificial intelligence
- database applications
- query language
- data analysis
- multi agent systems
- probabilistic topic models
- databases
- knowledge management
- software engineers
- association rules
- software intensive systems
- database