Feature and Requirement Extraction Tool for Improving Embedded Software Reuse
Overview 🌐
The Feature and Requirement Extraction Tool revolutionizes the reuse of embedded software by employing cutting-edge techniques to analyze source code files. It determines significant software functionalities and extracts features and requirements, enabling developers to understand and leverage existing codebases more effectively.
How It Works 🧐
Through the use of transformer-based models and cosine similarity functions, this tool identifies and classifies features and requirements from embedded software code. The output is a coherent representation of the software’s capabilities, visualized through informative bar graphs.
Main Features 🔥
- 🔍 Automated Analysis: Streamlines the process of identifying significant functions and global variables in
.cfiles. - 💡 Intelligent Extraction: Utilizes BERT and Roberta models for nuanced requirement filtering.
- 📊 Visualization: Provides clear visual comparisons of method coherence, aiding in method selection and analysis.
- 🖥️ User-Friendly Interface: The FeaMod interface allows for straightforward source code file uploads and feature model generation.
