Publication result detail

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

VĚCHET, S.; KREJSA, J.; HRBÁČEK, J., CHEN, K.S.

Original Title

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

English Title

Probabilistic Reasoning in Diagnostic Expert System for Smart Homes

Type

Paper in proceedings (conference paper)

Original Abstract

We present an expert system shell suitable for smart homes application where a diagnostics or prediction functionality can be used. Presented expert system is based on probabilistic theory and decision networks, which brings natural support for uncertainty handling. Dealing with uncertainty is one of features the expert system has and since it is designed as an empty expert system it can be transformed to other domain e.g. onboard diagnostic application for mobile robots.

English abstract

We present an expert system shell suitable for smart homes application where a diagnostics or prediction functionality can be used. Presented expert system is based on probabilistic theory and decision networks, which brings natural support for uncertainty handling. Dealing with uncertainty is one of features the expert system has and since it is designed as an empty expert system it can be transformed to other domain e.g. onboard diagnostic application for mobile robots.

Keywords

Expert system, Decision network, Uncertainty handling

Key words in English

Expert system, Decision network, Uncertainty handling

Authors

VĚCHET, S.; KREJSA, J.; HRBÁČEK, J., CHEN, K.S.

RIV year

2018

Released

01.01.2018

ISBN

978-3-319-65959-6

Book

Advances in Intelligent Systems and Computing

Pages from

708

Pages to

715

Pages count

8

BibTex

@inproceedings{BUT139164,
  author="Stanislav {Věchet} and Jiří {Krejsa} and Jan {Hrbáček}",
  title="Probabilistic Reasoning in Diagnostic Expert System for Smart Homes",
  booktitle="Advances in Intelligent Systems and Computing",
  year="2018",
  pages="708--715",
  isbn="978-3-319-65959-6"
}