LiveDocs：基于研究发现构建交互式开发环境
LiveDocs: Crafting Interactive Development Environments From Research Findings
AI总结：
本文提出LiveDocs倡议，通过构建交互式开发环境，使受众能够重新运行脚本、交互代码与数据，从而降低科学研究的复现与理解门槛，促进科学交流。
摘要：
开放科学是科学讨论中的反复出现的主题，目前正致力于让更广泛的受众能够获取研究。提供可复现甚至可重用的研究发现已被提出作为实现此类可获取性目标的一种途径。在这项工作中，我们提出了 LiveDocs 倡议，这是“协同研究中心 1456 - 实验数学”为解决科学出版物中复现性和可重用性常见问题所做的努力。LiveDocs 倡议作为一个概念被提出，并附带一系列方法，使科学家能够在交互式开发环境下提供研究发现。该环境允许更广泛的受众通过重新运行脚本（例如，那些从科学出版物中生成图表、表格和其他元素的脚本）来轻松复现研究发现。此外，LiveDocs 还允许受众在此类环境中与代码和数据交互，从而允许用户探索算法、数据集和软件接口。这直接降低了访问和理解研究方法与发现的门槛，从而促进了更多的科学交流并推动了知识进步。
英文摘要：
Open Science is a recurrent topic in scientific discussion, and there is a current effort to make research more accessible to a broader audience. A focus on delivering research findings that are reproducible, or even re-usable has been proposed as one way of achieving such accessibility goals. In this work, we present the LiveDocs initiative, an effort of the ``Collaborative Research Center 1456 - Mathematics of Experiment'' on tackling common issues of reproducibility and re-usability in scientific publications. The LiveDocs initiative is proposed as a concept alongside a collection of methods that enable scientists to provide research findings under an interactive development environment. This environment allows users from a broader audience to easily reproduce research findings by re-running scripts, for instance, those that generate figures, tables, and other elements from scientific publications. Moreover, LiveDocs also allow the audience to interact with code and data in such environments, thus allowing users to explore algorithms, datasets and software interfaces. This directly lowers the barriers to access and comprehend research methods and findings, which facilitates more scientific exchange and fosters knowledge advancement.
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。
