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The Impact of Data Sovereignty on American Indian Self-Determination: A Framework Proof of Concept Using Data Science

机译:数据主权对美洲印第安人自决权的影响:使用数据科学的概念框架证明

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摘要

The Data Sovereignty Initiative is a collection of ideas that was designed to create SMART solutions for tribal communities. This concept was to develop a horizontal governance framework to create a strategic act of sovereignty using data science. The core concept of this idea was to present data sovereignty as a way for tribal communities to take ownership of data in order to affect policy and strategic decisions that are data driven in nature.;The case studies in this manuscript were developed around statistical theories of spatial statistics, exploratory data analysis, and machine learning. And although these case studies are first, scientific in nature, the data sovereignty framework was designed around these concepts to leverage nation building, cultural capital, and citizen science for economic development and planning.;The data sovereignty framework is a flexible way to create data domains, around developed key indicators to integrate appropriate cultural capital when working with Native nations. This design is intended to put scientific theory into practice to affect everyday outcomes using data driven decision making. This framework is a proof concept and represents both applied and theoretical metrics in design strength.
机译:数据主权倡议是一系列旨在为部落社区创建SMART解决方案的想法。这个概念是要开发一个水平治理框架,以使用数据科学创建战略性主权行为。这个想法的核心概念是提出数据主权,作为部落社区获取数据所有权的一种方式,以影响以数据为驱动力的政策和战略决策。空间统计,探索性数据分析和机器学习。尽管这些案例研究首先是科学的,但数据主权框架还是围绕这些概念设计的,以利用国家建设,文化资本和公民科学来促进经济发展和规划。;数据主权框架是创建数据的灵活方式领域,围绕与主要国家合作时整合适当的文化资本的关键指标进行了开发。该设计旨在将科学理论付诸实践,以使用数据驱动的决策来影响日常结果。该框架是一个证明概念,代表设计强度中的应用指标和理论指标。

著录项

  • 作者

    Robertson, Joseph Carver.;

  • 作者单位

    South Dakota State University.;

  • 授予单位 South Dakota State University.;
  • 学科 Statistics.;Geographic information science and geodesy.;Mathematics.;Native American studies.
  • 学位 Ph.D.
  • 年度 2018
  • 页码 250 p.
  • 总页数 250
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:53:23

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