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
Link To Document :
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