Towards Automatic Classification of Design Decisions from Developer Conversations.
Alyssa JosephsFabian GilsonMatthias GalsterPublished in: ICSA Companion (2022)
Keyphrases
- design decisions
- design issues
- classification accuracy
- architectural design
- decision trees
- pattern recognition
- automatic classification
- supervised learning
- machine learning
- pattern classification
- design process
- support vector machine
- support vector
- trade off
- design science
- design choices
- classification scheme
- classification models
- design principles
- participatory design
- feature selection
- lessons learned
- classification algorithm
- class labels
- feature vectors
- image classification
- classification method
- feature space
- source code
- object oriented
- data sets
- management system