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BIG DATA CHALLENGES

机译:大数据挑战

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摘要

Along with the many opportunities, data-intensive science will also bring complex challenges. Many scientists are concerned that the data deluge will make it increasingly difficult to find data of relevance and to understand the context of shared data. Today, it is difficult for a person even to track and maintain their own health records. Now envision the magnitude, diversity and dispersed nature of data generated by life sciences, genetics and bioinformatics over the next 10 years. The management of data presents increasingly difficult issues. How do international, multidisciplinary and often competitive groups of researchers address challenges related to data curation, the creation and use of metadata, ontologies and semantics, and still conform to the principles of security, privacy and data integrity? Given that government organisations and commercial corporations struggle with these issues already, imagine the challenges that a loosely connected community of researchers will face.
机译:伴随着众多机遇,数据密集型科学也将带来复杂的挑战。许多科学家担心,数据泛滥将使查找相关数据和理解共享数据的上下文变得越来越困难。如今,一个人甚至很难追踪和维护自己的健康记录。现在设想在未来10年中,生命科学,遗传学和生物信息学产生的数据的数量,多样性和分散性。数据管理提出了越来越困难的问题。国际性,跨学科且通常具有竞争性的研究人员小组如何应对与数据管理,元数据的创建和使用,本体论和语义相关的挑战,并仍然符合安全性,隐私性和数据完整性原则?鉴于政府组织和商业公司已经在努力解决这些问题,请想象一下松散连接的研究人员社区将面临的挑战。

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  • 来源
    《New scientist》 |2013年第2916期|a3-a3|共1页
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  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
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