An Interactive Data Repository with Visual Analytics

Ryan A. Rossi, Nesreen Ahmed
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引用次数: 64

Abstract

Scientific data repositories have historically made data widely accessible to the scientific community, and have led to better research through comparisons, reproducibility, as well as further discoveries and insights. Despite the growing importance and utilization of data repositories in many scientific disciplines, the design of existing data repositories has not changed for decades. In this paper, we revisit the current design and envision interactive data repositories, which not only make data accessible, but also provide techniques for interactive data exploration, mining, and visualization in an easy, intuitive, and free-flowing manner.
具有可视化分析的交互式数据存储库
从历史上看,科学数据存储库使数据广泛可供科学界使用,并通过比较、可重复性以及进一步的发现和见解导致更好的研究。尽管数据存储库在许多科学学科中的重要性和使用都在增加,但现有数据存储库的设计几十年来没有改变。在本文中,我们回顾了当前的设计和设想交互式数据存储库,它不仅使数据可访问,而且还以一种简单、直观和自由流动的方式提供交互式数据探索、挖掘和可视化技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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