Interview-based knowledge acquisition using dynamic analysis

Kawaguchi, Atsuo; Motoda, Hiroshi; Mizoguchi, Riichiro

doi:10.1109/64.97791

Cited by 17 publications

(9 citation statements)

References 4 publications

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“…The questionranswer procedure technique conducts structured and unstructured interviews, used in ROGET 29 and SIS. 30 The generic structure of the interaction methods is shown in Figure 9.…”

Section: B Interaction Methodsmentioning

confidence: 99%

Generating domain knowledge for requirement analysis based on acquisition ontology

Lin

2000

Int. J. Intell. Syst.

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Section: B Interaction Methodsmentioning

confidence: 99%

Generating domain knowledge for requirement analysis based on acquisition ontology

Lin

2000

Int. J. Intell. Syst.

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“…Interview metasystems (Kawaguchi, Motoda, & Mizoguchi, 1991) can here provide a scalable approach to expert interviews by raising questions automatically to elicit new knowledge and refine the domain model. Furthermore, interviewing techniques can be extended through the use of graphical rather than numerical data entry to provide an interactive graphical elicitation environment within which the experts can distinguish cases (Gaines, 1993).…”

Section: Automatic Knowledge Extractionmentioning

confidence: 99%

Knowledge acquisition for decision support systems on an electronic assembly line

Gebus

Leiviskä

2009

Expert Systems with Applications

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“…Currently, KA in expert systems is typically either based on manual (interviewing) discussions or generated by a semiautomated process. Few KA tools provide an automatic facility to elicit, generate and refine knowledge, and store it in the knowledge base (Kawaguchi and Motoda, 1991;Moulin and Rousseau, 1992). However, there are some limitations in these approaches that still need to be solved.…”

confidence: 99%

Automated knowledge acquisition for the surface-mount PWB assembly domain

Srihari

1996

J Intell Manuf

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The development of knowledge-based (or expert) systems for the surface-mount printed wiring board (PWB) assembly domain requires the understanding and regulation of several complex tasks. While the knowledge base in an expert system serves as a storehouse of knowledge primitives, its design and development is a bottleneck in the expert system development lifecycle. Therefore the development of an automated knowledge acquisition (KA) facility (or KA tool) would facilitate the implementation of expert systems for any domain. This paper describes an automated KA tool that helps to elicit and store information in domain-specific knowledge bases for surface-mount PWB assembly. A salient feature of this research is the acquisition of uncertain information.

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Interview-based knowledge acquisition using dynamic analysis

Cited by 17 publications

References 4 publications

Generating domain knowledge for requirement analysis based on acquisition ontology

Generating domain knowledge for requirement analysis based on acquisition ontology

Knowledge acquisition for decision support systems on an electronic assembly line

Automated knowledge acquisition for the surface-mount PWB assembly domain

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