Realization of Software Artifact Knowledge Base with Text Classification

Software artifacts are deliverables created by developers throughout the software development lifecycle, including documents, codes, test cases, and other outputs. Effective management of software artifacts is essential for tracking software requirements and enhancing development efficiency. To manage the artifacts effectively and improve software development efficiency, we design and implement a software artifact knowledge base. To further enhance the organization of text software artifacts, we propose a text classification model utilized by software artifact knowledge base to classify software texts artifacts. Experiments are conducted to assess the performance of the text classification model.