Communicating Uncertainty Information Across Conceptual Boundaries

Abstract

Information about data collection and modeling risks are frequently locked with information providers rather than shared with downstream information consumers. Information consumers often ingest products automatically. Without protocols to inject uncertainty, the ensemble modeling products common in the modeling discipline cannot accurately account for the input uncertainty inherent to those products. Future work to establish use cases and incorporate practitioner-driven rules and protocols for transmitting tiered uncertainty information between information product producers and consumers will advance the needs of environmental, social, and economic actors in the ensemble modeling production chain. This in turn will allow for improved error transmission throughout the decision making enterprise.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 2011
Accession Number
ADA558418

Entities

People

  • Elias Ioup
  • Paul Hyden
  • Stephen Russell

Organizations

  • United States Naval Research Laboratory

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Boundaries
  • Business Administration
  • Climate Change
  • Computer Science
  • Computers
  • Delphi Method
  • Department Of Defense
  • Information Science
  • Information Systems
  • Military Research
  • National Security
  • Probabilistic Models
  • Security
  • Simulations
  • Standards
  • Statistical Distributions
  • United States

Readers

  • Computational Modeling and Simulation
  • Enterprise Information Systems Architecture and Joint Command Capability Interoperability Support.
  • Geospatial Intelligence and Artificial Intelligence Analytics