Title :
Applications of high-performance knowledge-based technology
Author :
Ceruti, Marion G. ; Anken, Craig ; Lin, Albert D. ; Rubin, Stuart H.
Author_Institution :
Space & Naval Warfare Syst. Center, San Diego, CA, USA
Abstract :
This paper describes the technology developed in the Defense Advanced Research Projects Agency´s (DARPA) High-Performance Knowledge-Base (HPKB) Program that was transferred to follow-on applications. These applications include the following: 1. a data-mining project using naive Bayesian networks for the U.S. Marine Corps; 2. a Theatre Ballistic Missile Reasoner project, using Bayesian networks for the U.S. Air Force; 3. an application of course-of-action technology for the U.S. Army, and 4. on-going research projects to mine knowledge from the World Wide Web. The HPKB program objectives are presented and each transferred technology is described in relation to its target application. Future trends for knowledge-based and data-mining technology are discussed
Keywords :
Internet; belief networks; data mining; knowledge based systems; military computing; Air Force; Army; Bayesian networks; DARPA; High-Performance Knowledge-Base; Marine Corps; Theatre Ballistic Missile Reasoner project; World Wide Web; course-of-action technology; data-mining project; high-performance knowledge-based technology; naive Bayesian networks; Bayesian methods; Data mining; Distributed computing; Knowledge representation; Marine technology; Military computing; Missiles; Senior members; Space technology; Web sites;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886402
