LLM-Based Chatbots for Mining Software Repositories: Challenges and Opportunities
Samuel Abedu, Ahmad Abdellatif, Emad Shihab
Abstract
Software repositories have a plethora of information about software development, encompassing details such as code contributions, bug reports and code reviews. This rich source of data can be harnessed to enhance not only software quality and development velocity but also to gain insights into team collaboration and inform strategic decision-making throughout the software development lifecycle. Previous studies show that many stakeholders cannot benefit from the project information due to the technical knowledge and expertise required to extract the project data.
Topics & Concepts
Computer scienceSoftwareWorld Wide WebSoftware engineeringData scienceOperating systemAI in Service InteractionsSoftware Engineering ResearchService-Oriented Architecture and Web Services