Structuring and evaluation of VP-Expert based knowledge bases

Kwok Wing Chau, Wen Wu Yang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

11 Citations (Scopus)

Abstract

The effective structuring of knowledge bases is most important for knowledge-based expert-system design, whilst the reliable evaluation of these knowledge bases is the key point for the acceptance of artificial intelligence technology. This paper describes the structuring and evaluation of the knowledge bases for unsteady open channel flow in a river network employing the VP-Expert shell. A tree structure and its parameter hierarchy are designed and implemented in the VP-Expert environment. The architecture of the system is described and some proofs of its satisfactory performance are given. Moreover, the manuscript discusses the experience gained through this implementation process. White-box and black-box testing strategies are used to evaluate the knowledge bases. Some typical rule errors and debugging techniques are also summarized.
Original languageEnglish
Pages (from-to)447-454
Number of pages8
JournalEngineering Applications of Artificial Intelligence
Volume7
Issue number4
DOIs
Publication statusPublished - 1 Jan 1994

Keywords

  • Evaluation
  • expert system
  • knowledge bases
  • structuring
  • unsteady open channel flow
  • VP-Expert environment

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

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