3 papers
stat.OT2024
A framework for understanding data science
Michael L Brodie
The objective of this research is to provide a framework with which the data science community can understand, define, and develop data science as a field of inquiry. The framework…
cs.LG2023
Defining data science: a new field of inquiry
Michael L Brodie
Data science is not a science. It is a research paradigm. Its power, scope, and scale will surpass science, our most powerful research paradigm, to enable knowledge discovery and c…
cs.AI2023
A data science axiology: the nature, value, and risks of data science
Michael L. Brodie
Data science is not a science. It is a research paradigm with an unfathomed scope, scale, complexity, and power for knowledge discovery that is not otherwise possible and can be be…