AskGit: Chat with your Software Project (Lab2Market)

AskGit：与您的软件项目聊天 (Lab2Market)

• 批准号: 571242-2022
• 负责人: Shihab, Emad
• 金额: $ 1.46万
• 依托单位: Concordia University
• 依托单位国家: 加拿大
• 项目类别: Idea to Innovation
• 财政年份: 2021
• 资助国家: 加拿大
• 起止时间: 2021-01-01 至 2022-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=729096
• 关键词: AskGit; Chat; your; Software; Project

Software projects contain a plethora of valuable data that can be used to improve the end product - for example, to detect security vulnerabilities and improve software quality. However, current approaches of extracting and analyzing this data require significant manual effort and specialized knowledge. To overcome this problem, we are developing an approach, called AskGit, that enables various stakeholders (technical and non-technical) to access data from their software projects simply by asking questions in natural language.AskGit uses advanced artificial intelligence techniques to accurately understand questions about software projects. Then it extracts and analyzes the data to generate relevant answers. Our preliminary evaluation has demonstrated that AskGit can answer a wide variety of questions quickly (within milliseconds) with extremely high accuracy and greater consistency than other comparable (mostly manual) approaches. Additionally, AskGit helps speed up the software development process and decreases the software time-to-market and software development cost. Finally, AskGit can contribute to the Canadian AI ecosystem by developing AI and natural language processing techniques to enhance the chatbot's understanding of the users' queries.The project aims to evaluate the market for AskGit as a first step in the I2I proposal. The project will help the team learn about entrepreneurship, identify target customers and determine the path forward.

软件项目包含大量有价值的数据，可用于改进最终产品 - 例如，检测安全漏洞和提高软件质量。然而，当前提取和分析这些数据的方法需要大量的手动工作和专业知识。为了克服这个问题，我们正在开发一种名为 AskGit 的方法，它使各种利益相关者（技术和非技术）只需用自然语言提出问题即可访问其软件项目中的数据。AskGit 使用先进的人工智能技术来准确理解问题关于软件项目。然后它提取并分析数据以生成相关答案。我们的初步评估表明，AskGit 可以快速（在几毫秒内）回答各种问题，并且比其他类似（主要是手动）方法具有极高的准确性和更高的一致性。此外，AskGit 有助于加快软件开发流程，缩短软件上市时间并降低软件开发成本。最后，AskGit 可以通过开发人工智能和自然语言处理技术来增强聊天机器人对用户查询的理解，从而为加拿大人工智能生态系统做出贡献。该项目旨在评估 AskGit 的市场，作为 I2I 提案的第一步。该项目将帮助团队了解创业精神、识别目标客户并确定前进的道路。