Automated Business Rules Classification Using Machine Learning to Enhance Software Requirements Elicitation

The elicitation of software requirements is an essential phase in building commercial software. Business rules can be an important source of software requirements specifications. Business rules are the description of the business process. Categorization and classification of these business rules can enhance the process of software requirements elicitation. We proposed an approach to categorize and classify business rules based on Witt's approach, which classifies business rules into four main categories. The proposed approach showed good accuracy, recall, and F1-scores values compared to the state-of-art approach.