Title | ||
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Application of Object-Oriented Design to Knowledge Amplification by Structured Expert Randomization (KASER) |
Abstract | ||
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This paper presents research results of a project that produced a progressively dependable knowledge amplifier. A knowledge amplifier can acquire a virtual-rule space automatically that is exponentially larger than the actual, declared-rule space and with a decreasing non-zero likelihood of error. A Knowledge Amplifier by Systematic Expert Randomization (KASER) overcomes the knowledge-acquisition bottleneck in intelligent systems by amplifying user-supplied knowledge. This enables the construction of an intelligent, creative system that fails softly, learns over a network, and has enormous potential for automated decision making. The system achieves creative reasoning through the use of declarative object trees. A KASER computes with words and phrases and presents a capability for analogical explanation. We implemented the KASER with an object-oriented design. |
Year | DOI | Venue |
---|---|---|
2002 | 10.1109/WORDS.2002.1000072 | WORDS |
Keywords | Field | DocType |
knowledge amplification,creative system,structured expert randomization,object-oriented design,kaser compute,systematic expert randomization,knowledge amplifier,virtual-rule space,intelligent system,user-supplied knowledge,creative reasoning,dependable knowledge amplifier,declared-rule space,expert system,intelligent systems,intelligent networks,engines,production systems,expert systems,object oriented design,object oriented programming,error correction,computer architecture | Object-oriented design,Bottleneck,Intelligent decision support system,Object-oriented programming,Computer science,Expert system,Real-time computing,Error detection and correction,Artificial intelligence,Intelligent Network,Knowledge acquisition,Distributed computing | Conference |
ISSN | ISBN | Citations |
1530-1443 | 0-7695-1576-2 | 0 |
PageRank | References | Authors |
0.34 | 3 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Stuart H. Rubin | 1 | 199 | 31.06 |
Robert J. Rush Jr. | 2 | 4 | 1.78 |
Marion G. Ceruti | 3 | 126 | 27.87 |
Rush, R.J., Jr. | 4 | 0 | 0.34 |