Abstract
The paper deals with selected methods of knowledge acquisition for intelligent information systems that may be applied for aiding technical diagnostics of machinery and equipment. Two main kinds of knowledge are discussed, i.e. declarative and procedural knowledge. Classification of knowledge acquisition methods is presented with respect to main knowledge sources. Some methods of knowledge acquisition from domain experts and from databases are described. A process of declarative knowledge acquisition is discussed in detail. Examples of applications of the knowledge acquisition methods are shown. The paper concludes with new issues of knowledge acquisition methodology.
| Original language | English |
|---|---|
| Pages (from-to) | 204-215 |
| Number of pages | 12 |
| Journal | Proceedings of SPIE - The International Society for Optical Engineering |
| Volume | 4733 |
| DOIs | |
| Publication status | Published - 2002 |
| Event | Components and Systems Diagnostics, Progrnostics, and Health Management II - Orlando, FL, United States Duration: 3 Apr 2002 → 4 Apr 2002 |
Keywords
- Declarative knowledge
- Intelligent information systems
- Knowledge acquisition
- Knowledge base
- Knowledge discovery
- Procedural knowledge
ASJC Scopus subject areas
- Electronic, Optical and Magnetic Materials
- Condensed Matter Physics
- Computer Science Applications
- Applied Mathematics
- Electrical and Electronic Engineering
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