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Extending the NIF DISCO framework to automate complex workflow: coordinating the harvest and integration of data from diverse neuroscience information resources

机译:扩展NIF DISCO框架以自动化复杂的工作流程:协调各种神经科学信息资源中数据的收集和整合

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摘要

This paper describes how DISCO, the data aggregator that supports the Neuroscience Information Framework (NIF), has been extended to play a central role in automating the complex workflow required to support and coordinate the NIF’s data integration capabilities. The NIF is an NIH Neuroscience Blueprint initiative designed to help researchers access the wealth of data related to the neurosciences available via the Internet. A central component is the NIF Federation, a searchable database that currently contains data from 231 data and information resources regularly harvested, updated, and warehoused in the DISCO system. In the past several years, DISCO has greatly extended its functionality and has evolved to play a central role in automating the complex, ongoing process of harvesting, validating, integrating, and displaying neuroscience data from a growing set of participating resources. This paper provides an overview of DISCO’s current capabilities and discusses a number of the challenges and future directions related to the process of coordinating the integration of neuroscience data within the NIF Federation.
机译:本文介绍了如何扩展支持神经科学信息框架(NIF)的数据聚合器DISCO,从而在自动化支持和协调NIF数据集成功能所需的复杂工作流程中发挥核心作用。 NIF是一项NIH神经科学蓝图计划,旨在帮助研究人员通过互联网访问与神经科学相关的大量数据。 NIF联合会是一个中心组件,NIF联合会是一个可搜索的数据库,当前包含来自DISCO系统中定期收集,更新和存储的231种数据和信息资源的数据。在过去的几年中,DISCO大大扩展了其功能,并已发展为在自动化复杂的,不断进行的收集,验证,集成和显示来自不断增加的参与资源的神经科学数据的过程中发挥着核心作用。本文概述了DISCO的当前功能,并讨论了在NIF联合会中协调神经科学数据集成过程的一系列挑战和未来方向。

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