• DocumentCode
    1810600
  • Title

    Measuring the worthiness of situation assessment

  • Author

    Blasch, Erik P. ; Salerno, John J. ; Tadda, George P.

  • Author_Institution
    Air Force Res. Lab., US Air Force Res. Lab., Wright-Patterson AFB, OH, USA
  • fYear
    2011
  • fDate
    20-22 July 2011
  • Firstpage
    87
  • Lastpage
    94
  • Abstract
    Situation Assessment (SA) modeling has many instances of development, but there has yet to be a comprehensive set of metrics used for performance evaluation. 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 (AOI). Analysts are spending the majority of their time filtering through the data rather than performing analysis. To aid the user (high-level information fusion), we explore the nature of how we can rank various activities based on their impact and threat. We develop a information fusion SA reference model over SA metrics of confidence (precision, recall), accuracy, activities of interest, timeliness and throughput to determine the intent and assessment of situation activities.
  • Keywords
    information filtering; sensor fusion; AOI; SA metrics; SA modeling; activities of interest; data filtering; high-level information fusion; information fusion SA reference model; situation activity; situation assessment; worthiness measurement; Analytical models; Data models; Decision making; Measurement; Object recognition; Process control; Sensors; Decision Support; Impact/ Threat/ Situation Assessment; Intent; Level 5 Information Fusion; Opportunity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace and Electronics Conference (NAECON), Proceedings of the 2011 IEEE National
  • Conference_Location
    Dayton, OH
  • ISSN
    0547-3578
  • Print_ISBN
    978-1-4577-1040-7
  • Type

    conf

  • DOI
    10.1109/NAECON.2011.6183083
  • Filename
    6183083