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Development environment for diagnostic multimodal statement networks

  • Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Citations (Scopus)

Abstract

Development of effective diagnostic systems for the recognition of technical conditions of complex objects or processes requires the use of knowledge from multiple sources. Gathering of diagnostic knowledge acquired from diagnostic experiments as well as independent experts in the form of an information system database is one of the most important stages in the process of designing diagnostic systems. The task can be supported through suitable modeling activities and diagnostic knowledge management. Briefly, this paper presents an example of an application of multimodal diagnostic statement networks for the purpose of knowledge representation. Multimodal statement networks allow for approximate diagnostic reasoning based on a knowledge that is imprecise or even contradictory in part. The authors also describe the software environment REx for the development and testing of multimodal statement networks. The environment is a system for integrating knowledge from various sources and from independent domain experts in particular.

Original languageEnglish
Title of host publicationSmart Diagnostics V
PublisherTrans Tech Publications Ltd.
Pages74-83
Number of pages10
ISBN (Print)9783037858899
DOIs
Publication statusPublished - 2014
Event5th International Congress of Technical Diagnostics - Krakow, Poland
Duration: 3 Sept 20125 Sept 2012

Publication series

NameKey Engineering Materials
Volume588
ISSN (Print)1013-9826
ISSN (Electronic)1662-9795

Conference

Conference5th International Congress of Technical Diagnostics
Country/TerritoryPoland
CityKrakow
Period3/09/125/09/12

Keywords

  • Knowledge representation
  • Knowledge-based systems
  • Multimodal statement networks
  • Probabilistic reasoning
  • Uncertain reasoning

ASJC Scopus subject areas

  • General Materials Science
  • Mechanics of Materials
  • Mechanical Engineering

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