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Knowledge acquisition for knowledge-based systems

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4 Author(s)
Motoda, H. ; Hitachi Adv. Res. Lab., Saitama, Japan ; Mizoguchi, R. ; Boose, J. ; Gaines, B.

The work reported at the first Japanese Knowledge Acquisition for Knowledge-Based Systems Workshop is discussed, providing both an overview of the field and an introduction to a series of articles on knowledge acquisition. The discussion covers tools, methods, and mediating representations; real-time problem solving; the system-model-operator metaphor; an interview architecture based on dynamic analysis, inductive knowledge acquisition from structured data; research in Japan; how to make application programming easier; justification-based knowledge acquisition; integrating knowledge acquisition and performance systems; tasks, methods, and knowledge; rule induction; hypertext; explanation-based learning and case-based reasoning; and interviewing.<>

Published in:

IEEE Expert  (Volume:6 ,  Issue: 4 )