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The ARC Training Centre for
Transforming Maintenance through Data Science
Publications

DRAT: Data risk assessment Tool for University-Industry collaborations

Sikorska, J., Bradley, S., Hodkiewicz, M. and Fraser, R.

Supports our industry partners to confidently make secure decisions in regards to how their data will be used in research. The process for obtaining a required dataset from asset owners can be challenging, even when undertaking approved industry-academic projects. Approval processes differ between organisations. The DRAT offers an alternative, transparent decision-making process that has been made publicly available under a Creative Commons Attribution 4.0 International License. The tool ensures that (a) recommended restrictions and controls are based on the actual risk posed by a dataset (rather than a one size fits all approach), (b) the data owner needs for confidentiality are appropriately managed, and (c) the potential for research value is maximised.


Publication: Data-Centric Engineering
DOI: 10.1017/dce.2020.13