- Title
- The ballarat incremental knowledge engine
- Creator
- Dazeley, Richard; Warner, Philip; Johnson, Scott; Vamplew, Peter
- Date
- 2010
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/32810
- Identifier
- vital:3801
- Identifier
- ISBN:03029743
- Abstract
- Ripple Down Rules (RDR) is a maturing collection of methodologies for the incremental development and maintenance of medium to large rule-based knowledge systems. While earlier knowledge based systems relied on extensive modeling and knowledge engineering, RDR instead takes a simple no-model approach that merges the development and maintenance stages. Over the last twenty years RDR has been significantly expanded and applied in numerous domains. Until now researchers have generally implemented their own version of the methodologies, while commercial implementations are not made available. This has resulted in much duplicated code and the advantages of RDR not being available to a wider audience. The aim of this project is to develop a comprehensive and extensible platform that supports current and future RDR technologies, thereby allowing researchers and developers access to the power and versatility of RDR. This paper is a report on the current status of the project and marks the first release of the software. © 2010 Springer-Verlag Berlin Heidelberg.
- Publisher
- Daegu SpringerLink
- Relation
- Paper pressented at 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services, PKAW 2010 Vol. 6232 LNAI, p. 195-207
- Rights
- Open Access
- Rights
- This metadata is freely available under a CCO license
- Subject
- Knowledge Based System; Machine Learning; Ripple Down Rules; Toolkit; Commercial implementation; Current status; Incremental development; Knowledge Engines; Machine-learning; Model approach; Rule-based knowledge systems; Knowledge engineering; Knowledge management; Learning systems; Maintenance; Knowledge based systems
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