JOSEPH'S PHD

Mato Ohitika Analytics LLC

Joseph C. Robertson PhD

Data Science Solutions. Statistical Consulting. Machine Learning and Artificial Intelligence

Research & Development.

THE IMPACT OF DATA SOVEREIGNTY ON

AMERICAN INDIAN SELF-DETERMINATION:

A FRAMEWORK PROOF OF CONCEPT USING DATA SCIENCE


This PhD can be accessed through South Dakota State University Open Prairie #2485, here is the link: https://openprairie.sdstate.edu/etd/2485/


ABSTRACT

THE IMPACT OF DATA SOVEREIGNTY ON

AMERICAN INDIAN SELF-DETERMINATION:

A FRAMEWORK PROOF OF CONCEPT USING DATA SCIENCE

JOSEPH ROBERTSON

2018


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.


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Mato Ohitika Analytics LLC


Specializing in American Indian and

Tribal Government Data Science Solutions

including Machine Learning and

Artificial Intelligence Research and Development

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