OutlineSpark：通过大纲激发基于计算笔记本的AI辅助演示文稿幻灯片创建
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines
AI总结：
OutlineSpark是一款AI驱动的幻灯片创建工具，通过让用户先写大纲再自动检索笔记本单元生成幻灯片，解决了从计算笔记本制作幻灯片的繁琐问题，经12名用户评估验证有效且可用。
摘要：
计算笔记本被广泛用于探索和分析。然而，从这些笔记本创建幻灯片以传达分析结果的过程相当繁琐且耗时。研究人员已提出从笔记本自动生成幻灯片的系统，但这些系统往往不考虑用户从大量代码单元中构思和组织信息的过程。这些系统要求用户直接进入幻灯片创建流程，这可能导致幻灯片结构不佳，并给后续修改带来负担。受常见且被广泛推荐的幻灯片创建实践（先起草大纲，再添加具体内容）的启发，我们引入了OutlineSpark，一款AI驱动的幻灯片创建工具，它根据用户编写的幻灯片大纲生成幻灯片。该工具基于大纲自动检索相关的笔记本单元，并将其转换为幻灯片内容。我们使用12名用户对OutlineSpark进行了评估。参与者的定量和定性反馈均验证了其有效性和可用性。
英文摘要：
Computational notebooks are widely utilized for exploration and analysis. However, creating slides to communicate analysis results from these notebooks is quite tedious and time-consuming. Researchers have proposed automatic systems for generating slides from notebooks, which, however, often do not consider the process of users conceiving and organizing their messages from massive code cells. Those systems ask users to go directly into the slide creation process, which causes potentially ill-structured slides and burdens in further refinement. Inspired by the common and widely recommended slide creation practice: drafting outlines first and then adding concrete content, we introduce OutlineSpark, an AI-powered slide creation tool that generates slides from a slide outline written by the user. The tool automatically retrieves relevant notebook cells based on the outlines and converts them into slide content. We evaluated OutlineSpark with 12 users. Both the quantitative and qualitative feedback from the participants verify its effectiveness and usability.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
