DocumentCode
3396491
Title
Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence
Author
Powell, Gerald M. ; Kokar, Mieczyslaw M. ; Matheus, Christopher J. ; Lorenz, David
Author_Institution
US Army RDECOM CERDEC, Fort Monmouth, NJ
fYear
2006
fDate
10-13 July 2006
Firstpage
1
Lastpage
8
Abstract
A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence
Keywords
artificial intelligence; military computing; sensor fusion; complex battlespace intelligence interpretation; contextual information; identify critical enemy activity; information fusion problem; role-of-context; Context awareness; Government; Humans; Information analysis; Information systems; Intelligent sensors; Intelligent systems; Natural languages; Performance analysis; Sensor phenomena and characterization; Automated analysis; METT-TC; battlespace intelligence; context dependency; multi-source fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2006 9th International Conference on
Conference_Location
Florence
Print_ISBN
1-4244-0953-5
Electronic_ISBN
0-9721844-6-5
Type
conf
DOI
10.1109/ICIF.2006.301719
Filename
4086005
Link To Document