Methodology of declarative and procedural knowledge acquisition for machinery diagnostics

Wojciech A. Moczulski

doi:10.1117/12.475509

Methodology of declarative and procedural knowledge acquisition for machinery diagnostics

Wojciech A. Moczulski

Katedra Podstaw Konstrukcji Maszyn (RMT/RMT6)

Wyniki badań: Wkład do czasopisma › Artykuł z konferencji › recenzja

1 Cytowanie z bazy Scopus

Abstrakt

The paper deals with selected methods of knowledge acquisition for intelligent information systems that may be applied for aiding technical diagnostics of machinery and equipment. Two main kinds of knowledge are discussed, i.e. declarative and procedural knowledge. Classification of knowledge acquisition methods is presented with respect to main knowledge sources. Some methods of knowledge acquisition from domain experts and from databases are described. A process of declarative knowledge acquisition is discussed in detail. Examples of applications of the knowledge acquisition methods are shown. The paper concludes with new issues of knowledge acquisition methodology.

Język oryginału	angielski
Strony (od–do)	204-215
Liczba stron	12
Czasopismo	Proceedings of SPIE - The International Society for Optical Engineering
Tom	4733
Identyfikatory DOI	https://doi.org/10.1117/12.475509
Status publikacji	Opublikowano - 2002
Wydarzenie	Components and Systems Diagnostics, Progrnostics, and Health Management II - Orlando, FL, Stany Zjednoczone Czas trwania: 3 kwi 2002 → 4 kwi 2002

Obszary tematyczne ASJC Scopus

Materiały elektroniczne, optyczne i magnetyczne
Fizyka materii skondensowanej
Zastosowania informatyki
Matematyka stosowana
Inżynieria elektryczna i elektroniczna

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10.1117/12.475509

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title = "Methodology of declarative and procedural knowledge acquisition for machinery diagnostics",

abstract = "The paper deals with selected methods of knowledge acquisition for intelligent information systems that may be applied for aiding technical diagnostics of machinery and equipment. Two main kinds of knowledge are discussed, i.e. declarative and procedural knowledge. Classification of knowledge acquisition methods is presented with respect to main knowledge sources. Some methods of knowledge acquisition from domain experts and from databases are described. A process of declarative knowledge acquisition is discussed in detail. Examples of applications of the knowledge acquisition methods are shown. The paper concludes with new issues of knowledge acquisition methodology.",

keywords = "Declarative knowledge, Intelligent information systems, Knowledge acquisition, Knowledge base, Knowledge discovery, Procedural knowledge",

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year = "2002",

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volume = "4733",

pages = "204--215",

journal = "Proceedings of SPIE - The International Society for Optical Engineering",

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AU - Moczulski, Wojciech A.

PY - 2002

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N2 - The paper deals with selected methods of knowledge acquisition for intelligent information systems that may be applied for aiding technical diagnostics of machinery and equipment. Two main kinds of knowledge are discussed, i.e. declarative and procedural knowledge. Classification of knowledge acquisition methods is presented with respect to main knowledge sources. Some methods of knowledge acquisition from domain experts and from databases are described. A process of declarative knowledge acquisition is discussed in detail. Examples of applications of the knowledge acquisition methods are shown. The paper concludes with new issues of knowledge acquisition methodology.

AB - The paper deals with selected methods of knowledge acquisition for intelligent information systems that may be applied for aiding technical diagnostics of machinery and equipment. Two main kinds of knowledge are discussed, i.e. declarative and procedural knowledge. Classification of knowledge acquisition methods is presented with respect to main knowledge sources. Some methods of knowledge acquisition from domain experts and from databases are described. A process of declarative knowledge acquisition is discussed in detail. Examples of applications of the knowledge acquisition methods are shown. The paper concludes with new issues of knowledge acquisition methodology.

KW - Declarative knowledge

KW - Intelligent information systems

KW - Knowledge acquisition

KW - Knowledge base

KW - Knowledge discovery

KW - Procedural knowledge

UR - https://www.scopus.com/pages/publications/0036405816

U2 - 10.1117/12.475509

DO - 10.1117/12.475509

M3 - Conference article

AN - SCOPUS:0036405816

SN - 0277-786X

VL - 4733

SP - 204

EP - 215

JO - Proceedings of SPIE - The International Society for Optical Engineering

JF - Proceedings of SPIE - The International Society for Optical Engineering

T2 - Components and Systems Diagnostics, Progrnostics, and Health Management II

Y2 - 3 April 2002 through 4 April 2002

ER -

Methodology of declarative and procedural knowledge acquisition for machinery diagnostics

Abstrakt

Obszary tematyczne ASJC Scopus

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