mlsanityData to 14 Oct 2026

Display of Information for Time-Critical Decision Making

arXiv 1302.4959 ↗First posted 20 Feb 2013cs.AIcited by 2

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Abstract (arXiv)

We describe methods for managing the complexity of information displayed to people responsible for making high-stakes, time-critical decisions. The techniques provide tools for real-time control of the configuration and quantity of information displayed to a user, and a methodology for designing flexible human-computer interfaces for monitoring applications. After defining a prototypical set of display decision problems, we introduce the expected value of revealed information (EVRI) and the related measure of expected value of displayed information (EVDI). We describe how these measures can be used to enhance computer displays used for monitoring complex systems. We motivate the presentation by discussing our efforts to employ decision-theoretic control of displays for a time-critical monitoring application at the NASA Mission Control Center in Houston.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 20 Feb 2013.

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2 papers.