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Fishbone diagrams for the development of knowledge bases

Авторы: Yurin, A.Y., Berman A.F., Dorodnykh N.O., Nikolaychuk O.A., Pavlov N.Y.

Журнал: Proc. 41st Intern. Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2018)



Год: 2018

Отчётный год: 2018


Местоположение издательства:


Аннотация: 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.

Индексируется WOS: 0

Индексируется Scopus: 1

Индексируется РИНЦ: 0

Публикация в печати: 0

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