학술논문
Fishbone diagrams for the development of knowledge bases
Document Type
Conference
Source
2018 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2018 41st International Convention on. :0967-0972 May, 2018
Subject
Language
Abstract
The paper describes an approach for the automated development of rule-based knowledge bases by transforming fishbone diagrams. The approach is based on the identification and extraction of structural cause-effect elements of fishbone diagrams and their transformation into the elements of a target knowledge representation language, in particular, C Language Integrated Production System (CLIPS). The source metamodel of fishbone diagrams, the target metamodel for a unified representation of rules (a model for representation logical rules), transformation operators and a transformation technique are presented. An illustrative example describes the development of a rule-based knowledge base for diagnosing and forecasting the states of complex technical systems based on the approach proposed.