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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Thompson, J. Bradley, J. |
| Copyright Year | 2007 |
| Description | Author affiliation: Decisive Analytics Corp., Arlington (Thompson, J.; Bradley, J.) |
| Abstract | Bayesian networks are useful for predicting future activities on the battlefield. Bayesian mathematics provides the most benefit in JDL fusion levels 2+, i.e. situation, threat, and performance assessment. However, these networks are exceedingly difficult for the average person to develop, much less a soldier in the middle of a war. We are in the process of developing a Bayesian modeling aid that walks the user through each step of the process, supplying help, suggesting alternatives, and translating their model into a human language description that is understandable by non-experts. This effort was originally funded as an AFRL Phase I SBIR (FA8750-06-C-0089) and is currently a Phase II SBIR. In this paper we will walk through the process of developing a Bayesian network and discuss how our tool helps at each step. |
| Starting Page | 1 |
| Ending Page | 6 |
| File Size | 229104 |
| Page Count | 6 |
| File Format | |
| ISBN | 9780662458043 |
| DOI | 10.1109/ICIF.2007.4408129 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-07-09 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | ISIF |
| Subject Keyword | Humans Bayesian methods Object oriented modeling Mathematics Algorithm design and analysis Military computing Testing Design methodology Computer architecture Computer networks Reasoning Bayesian Networks Predictive Analysis Knowledge Elicitation |
| Content Type | Text |
| Resource Type | Article |
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