Classification of Non-functional Requirements from SRS Documents Using Thematic Roles.
Prateek SinghDeepali SinghAshish SharmaPublished in: iNIS (2016)
Keyphrases
- document classification
- pattern recognition
- pre classified
- decision trees
- text classification
- classification scheme
- machine learning
- information retrieval
- metadata
- support vector
- automatic categorization
- automatic classification
- classification accuracy
- information retrieval systems
- feature extraction
- classification systems
- document retrieval
- text documents
- classification method
- web documents
- feature selection
- preprocessing
- xml documents
- pattern classification
- neural network
- document categorization
- text classifiers
- supervised classification
- feature space
- feature vectors
- model selection
- vector space
- active learning
- supervised learning
- relevant documents
- web search
- classification algorithm
- database
- document collections