Discerning the Role Context Plays in the Value of Information
- Timothy Hanratty, US Army Research Laboratory, APG, Maryland, United States
- Eric Heilman, US Army Research Laboratory, APG, Maryland, United States
- John Richardson, US Army Research Laboratory, APG, Maryland, United States
- Justine Caylor, Computational and Information Sciences Directorate, US Army Research Laboratory, Aberdeen Proving Ground, Maryland, United States
- Mark Mittrick, US Army Research Laboratory, APG, Maryland, United States
AbstractFor the military, effective human-agent teaming requires a shared understanding between the human and the intelligent agents acting on their behalf. One of the central challenges associated with developing this shared understanding originates at the information level. The simple fact is while all information may be created equal, the value of information is not. Confounding this calculation is the knowledge that the true value of information is dependent not only on its source, content and latency, but just as importantly on the context of the situation in which it is being exercised. Building upon previous research aimed at codifying the value of information, this paper presents a multi-facetted experiment meant to discern a Soldier’s value of information within varying military contexts. Initial results reveal that context plays a significant role in how information is valued and more importantly provides a foundation for strengthening human-agent information understanding and collaboration.
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