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EAGER: Citation++: Data Citation, Provenance, and Documentation

EAGER: Citation++: Data Citation, Provenance, and Documentation
EAGER:引文:数据引文、出处和文档
批准号:
1448123
负责人:
Margo Seltzer
金额:
$30.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2015
资助国家:
美国
项目状态:
已结题
起止时间:
2015-01-01 至 2017-12-31

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中文摘要
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英文摘要
Most of the advances in science in the last 400 years come not merely from researchers working by themselves, but rather from a community of scholars cooperating and competing in pursuit of shared goals. Critical components of this community are built from scholarly citation, which turn isolated works into a network of scholarship that can be navigated and mined. For centuries, the outcome of such scholarly endeavors were written publications. With the coming of the digital age, new forms of scholarly output, such as data collections and digital publications have become commonplace. Unfortunately, the practices of citation and attribution that have been the mainstay of written publications are insufficient for this new digital world. A citation for digital data needs to be more descriptive than a reference to the location of the item; it needs to describe what the data is, where it came from, and how it was produced. This research will yield new techniques, tools and demonstrations of an extended citation service that uses data provenance, a formal record of how an object came to be in its current form. This extended citation service will facilitate activities such as research reproduction and attribution.The provenance-enabled data citation system developed in this work will both be embedded in an existing data platform (specifically, Dataverse) as well as functioning as a standalone service. The system addresses the following set of specific data citation challenges: It directly includes executable transformations for a limited, but important set of tools: R and SQL. For other tools, it provides a standardized documentation capability to describe transformations. The system is sufficiently flexible to serve either as part of a publication workflow, where data is part of a more conventional publication, or in support of a standalone publication. It also provides data summaries.
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SI2-SSI: Collaborative Research: Bringing End-to-End Provenance to Scientists
  • 批准号:
    1450277
  • 项目类别:
    Standard Grant
  • 资助金额:
    $142.27万
  • 财政年份:
    2015
  • 负责人:
    Margo Seltzer
  • 依托单位:
XPS: FULL: CCA: Collaborative Research: Automatically Scalable Computation
  • 批准号:
    1533737
  • 项目类别:
    Standard Grant
  • 资助金额:
    $52.5万
  • 财政年份:
    2015
  • 负责人:
    Margo Seltzer
  • 依托单位:
XPS: FULL: CCA: Collaborative Research: Automatically Scalable Computation
  • 批准号:
    1438983
  • 项目类别:
    Standard Grant
  • 资助金额:
    $11.5万
  • 财政年份:
    2014
  • 负责人:
    Margo Seltzer
  • 依托单位:
CSR: Medium: Collaborative Research: Workload-Aware Storage Architectures for Optimal Performance and Energy Efficiency
  • 批准号:
    1302334
  • 项目类别:
    Standard Grant
  • 资助金额:
    $30.61万
  • 财政年份:
    2013
  • 负责人:
    Margo Seltzer
  • 依托单位:
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