论文标题
何时，何处以及如何打开数据：个人观点
When, Where, and How to Open Data: A Personal Perspective
论文作者
论文摘要
这是在适用于通用分析的公共数据发布中对数据共享的个人观点。这些开放数据可能是扩展高能量物理学科学的强大工具，但是必须注意何时，何时和如何使用它们。我认为，即使在协作中，数据保存也需要额外的支持，以最大程度地发挥我们的科学潜力。此外，非合作成员也应该更容易与协作互动。最后，我倡导我们认识到一种新型的高能物理学家：“数据物理学家”，他们将最适合分析开放数据，开发和部署新的高级数据科学工具，以便我们可以将我们的宝贵数据发挥出最大的潜力。 该文档已与美国物理社会（APS）颗粒和田间（DPS）社区规划练习（'Snowmass'）理论前沿[1]委托的有关开放数据的白皮书进行了协调，并与计算前沿相关。
This is a personal perspective on data sharing in the context of public data releases suitable for generic analysis. These open data can be a powerful tool for expanding the science of high energy physics, but care must be taken in when, where, and how they are utilized. I argue that data preservation even within collaborations needs additional support in order to maximize our science potential. Additionally, it should also be easier for non-collaboration members to engage with collaborations. Finally, I advocate that we recognize a new type of high energy physicist: the 'data physicist', who would be optimally suited to analyze open data as well as develop and deploy new advanced data science tools so that we can use our precious data to their fullest potential. This document has been coordinated with a white paper on open data commissioned by the American Physical Society's (APS) Division of Particles and Field (DPS) Community Planning Exercise ('Snowmass') Theory Frontier [1] and relevant also for the Computational Frontier.
