Description of the Choquet Integral for tactical knowledge representation

T Schuck, E Blasch
2010 2010 13th International Conference on Information Fusion  
The goal of Combat Identification (CID), and as well, Situational Awareness (SA), is to combine data and information at the appropriate information representation in order to declare a positive ID according to a classification structure. CID includes the ultimate determination of the intent and prediction of future actions of an object or entity via the establishment of tactical knowledge. To facilitate CID, we utilize the concept of conceptual spaces to represent cooperative and
more » ... CID. The Choquet integral combined with Bayes risk enables methods that provide a statistical approach to adversary intent prediction through the CID knowledge spaces. The use of the Choquet Integral for CID is applied in the context of a Maritime Domain Awareness (MDA) example. Public reporting burden for the collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden, to Washington Headquarters Services, Directorate for Information Operations and Reports, 1215 Jefferson Davis Highway, Suite 1204, Arlington VA 22202-4302. Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to a penalty for failing to comply with a collection of information if it does not display a currently valid OMB control number. Same as Report (SAR) 18. NUMBER OF PAGES 7 19a. NAME OF RESPONSIBLE PERSON a. REPORT unclassified b. ABSTRACT unclassified c. THIS PAGE unclassified Standard Form 298 (Rev. 8-98) Prescribed by ANSI Std Z39-18
doi:10.1109/icif.2010.5711844 fatcat:jtpydavxf5dh5nf4ze5wrasxiu