Tracking provenance in decision making between the human and autonomy

C Lucero, B Coronado, E Gustafson…�- …�EPCE 2018, Held as Part of�…, 2018 - Springer
Engineering Psychology and Cognitive Ergonomics: 15th International Conference�…, 2018Springer
Provenance has been used as a measure of accountability, trust, and validity. Within the
context of Command and Control (C2), provenance can be utilized to track the decision
making processes that change data and dependencies. C2 of several unmanned
autonomous vehicles provide a complex and ever-changing battlespace, with many actors
and decision makers. The goal of this paper is to track and explain the autonomous
decisions made by an intelligent C2 station based on its interactions with various systems�…
Abstract
Provenance has been used as a measure of accountability, trust, and validity. Within the context of Command and Control (C2), provenance can be utilized to track the decision making processes that change data and dependencies. C2 of several unmanned autonomous vehicles provide a complex and ever-changing battlespace, with many actors and decision makers. The goal of this paper is to track and explain the autonomous decisions made by an intelligent C2 station based on its interactions with various systems using provenance. With provenance providing explanations and reasoning behind the actions of autonomy, a form of system accountability and transparency is achieved between human and machine.
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