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Issues and challenges in higher level fusion: Threat/impact assessment and intent modeling (a panel summary)

  • John J. Salerno
  • , Shanchieh Jay Yang
  • , Ivan Kadar
  • , Moises Sudit
  • , George P. Tadda
  • , Jared Holsopple
  • Air Force Research Laboratory
  • Rochester Institute of Technology
  • Interlink Systems Sciences, Inc.
  • SUNY Buffalo

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

17 Scopus citations

Abstract

Many say that we live in the information age, but in reality if you ask any analyst today they would say we live in the data age. The amount of data being presented and displayed to the analyst is overwhelming - to a point that in many cases they are missing the salient or key activities of interest. Analysts are spending the majority of their time filtering through the data rather than performing analysis. Over the past 10 years, there has been an increasing emphasis on research in higher level fusion or what many are calling situation awareness. In this paper, we describe a collection of research addressing the challenges of enabling situation awareness. We will review our reference model and provide a discussion of a flow through the model to include how we can rank various activities based on their impact and threat. We also provide a number of algorithms that have been implemented and then tested and evaluated using a set of performance metrics.

Original languageEnglish
Title of host publication13th Conference on Information Fusion, Fusion 2010
StatePublished - 2010
Event13th Conference on Information Fusion, Fusion 2010 - Edinburgh, United Kingdom
Duration: Jul 26 2010Jul 29 2010

Publication series

Name13th Conference on Information Fusion, Fusion 2010

Conference

Conference13th Conference on Information Fusion, Fusion 2010
Country/TerritoryUnited Kingdom
CityEdinburgh
Period07/26/1007/29/10

Keywords

  • Impact assessment
  • Intent
  • Knowledge of "Them"
  • Knowledge of "Us"
  • Opportunity
  • Situation awareness
  • Threat assessment

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