Development of expert system shell with context-based reasoning

Dominik Wachla; Piotr Przystałka; Mateusz Kalisch; Wojciech Moczulski; Anna Timofiejczuk

doi:10.1007/978-3-319-23180-8_27

Development of expert system shell with context-based reasoning

Katedra Podstaw Konstrukcji Maszyn (RMT/RMT6)

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

1 Cytowanie z bazy Scopus

Abstrakt

The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.

Język oryginału	angielski
Tytuł publikacji goszczącej	Advanced and Intelligent Computations in Diagnosis and Control
Redaktorzy	Zdzisław Kowalczuk
Wydawca	Springer Verlag
Strony	369-382
Liczba stron	14
ISBN (drukowany)	9783319231792
Identyfikatory DOI	https://doi.org/10.1007/978-3-319-23180-8_27
Status publikacji	Opublikowano - 2016
Wydarzenie	12th International Conference on Diagnostics of Processes and Systems, DPS 2015 - Ustka, Polska Czas trwania: 6 wrz 2015 → 9 wrz 2015

Seria publikacji

Nazwa	Advances in Intelligent Systems and Computing
Tom	386
ISSN (drukowany)	2194-5357

Konferencja

Konferencja	12th International Conference on Diagnostics of Processes and Systems, DPS 2015
Kraj/Terytorium	Polska
Miejscowość	Ustka
Okres	6/09/15 → 9/09/15

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 9 Przemysł, innowacje i infrastruktura

Obszary tematyczne ASJC Scopus

Inżynieria sterowania i systemów
Informatyka ogólna

Uzyskaj dostęp do dokumentu

10.1007/978-3-319-23180-8_27

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Wachla, D., Przystałka, P., Kalisch, M., Moczulski, W., & Timofiejczuk, A. (2016). Development of expert system shell with context-based reasoning. W Z. Kowalczuk (Red.), Advanced and Intelligent Computations in Diagnosis and Control (str. 369-382). (Advances in Intelligent Systems and Computing; Tom 386). Springer Verlag. https://doi.org/10.1007/978-3-319-23180-8_27

@inproceedings{b3d39cb956cf41d6a956739d17d467b7,

title = "Development of expert system shell with context-based reasoning",

abstract = "The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.",

keywords = "Context-based reasoning, Expert systems",

author = "Dominik Wachla and Piotr Przysta{\l}ka and Mateusz Kalisch and Wojciech Moczulski and Anna Timofiejczuk",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 12th International Conference on Diagnostics of Processes and Systems, DPS 2015 ; Conference date: 06-09-2015 Through 09-09-2015",

year = "2016",

doi = "10.1007/978-3-319-23180-8\_27",

language = "English",

isbn = "9783319231792",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "369--382",

editor = "Zdzis{\l}aw Kowalczuk",

booktitle = "Advanced and Intelligent Computations in Diagnosis and Control",

address = "Germany",

}

Wachla, D , Przystałka, P , Kalisch, M , Moczulski, W & Timofiejczuk, A 2016, Development of expert system shell with context-based reasoning. w Z Kowalczuk (red.), Advanced and Intelligent Computations in Diagnosis and Control. Advances in Intelligent Systems and Computing, tom 386, Springer Verlag, str. 369-382, 12th International Conference on Diagnostics of Processes and Systems, DPS 2015, Ustka, Polska, 6/09/15. https://doi.org/10.1007/978-3-319-23180-8_27

Development of expert system shell with context-based reasoning. / Wachla, Dominik ; Przystałka, Piotr ; Kalisch, Mateusz i in.
Advanced and Intelligent Computations in Diagnosis and Control. red. / Zdzisław Kowalczuk. Springer Verlag, 2016. str. 369-382 (Advances in Intelligent Systems and Computing; Tom 386).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - Development of expert system shell with context-based reasoning

AU - Wachla, Dominik

AU - Przystałka, Piotr

AU - Kalisch, Mateusz

AU - Moczulski, Wojciech

AU - Timofiejczuk, Anna

PY - 2016

Y1 - 2016

N2 - The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.

AB - The paper focuses on the expert system shell which is proposed as a tool that can be used for a wide spectrum of industrial applications. A new architecture of the system enables reasoning by means of multi-domain knowledge representations and multi-inference engines. Moreover, the extended functionality of the system is developed using a context based approach. The system is implemented applying a data mining software which makes possible to acquire domain-specific knowledge and its direct application in the expert system shell. In this study, the preliminary verification is presented using the data registered by the SCADA system of the water supply network. The case study results are useful to illustrate the merits and limitations of the proposed approach.

KW - Context-based reasoning

KW - Expert systems

UR - https://www.scopus.com/pages/publications/84946067147

U2 - 10.1007/978-3-319-23180-8_27

DO - 10.1007/978-3-319-23180-8_27

M3 - Conference contribution

AN - SCOPUS:84946067147

SN - 9783319231792

T3 - Advances in Intelligent Systems and Computing

SP - 369

EP - 382

BT - Advanced and Intelligent Computations in Diagnosis and Control

A2 - Kowalczuk, Zdzisław

PB - Springer Verlag

T2 - 12th International Conference on Diagnostics of Processes and Systems, DPS 2015

Y2 - 6 September 2015 through 9 September 2015

ER -

Development of expert system shell with context-based reasoning

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

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Cytowanie