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Expert system-user integrated adaptive systems
- Source :
- Expert Systems with Applications. 3:489-498
- Publication Year :
- 1991
- Publisher :
- Elsevier BV, 1991.
-
Abstract
- Many expert systems operate in dynamic environments where various pertinent environmental variables and conditions vary with the passage of time. These environmental variables and conditions may affect both the set of conditions applied to input variables of expert systems and the set of recommendations provided by expert systems. For this reason, expert systems developed according to dynamic structure will generate timely recommendations. To incorporate dynamic characteristics into the structure of expert systems, it is necessary to develop expert systems as adaptive systems. This paper intends to integrate concepts of learning and adaptiveness into expert system technology. Expert systems used to assist loan officers in improving the decision-making process of commercial loans are typical examples of expert systems that operate in dynamic environments. This paper illustrates that the quality of information provided to loan officers by expert systems may be improved when expert systems are designed as adaptive expert systems.
- Subjects :
- Knowledge management
business.industry
Computer science
Process (engineering)
General Engineering
Information quality
Expert elicitation
Legal expert system
computer.software_genre
Expert system
Computer Science Applications
Conflict resolution strategy
Subject-matter expert
Knowledge base
Artificial Intelligence
Adaptive system
business
Software engineering
computer
Subjects
Details
- ISSN :
- 09574174
- Volume :
- 3
- Database :
- OpenAIRE
- Journal :
- Expert Systems with Applications
- Accession number :
- edsair.doi...........ee302d72fc7b3dbf071619752eb29ef5