EXPERT SYSTEM USING DEEP KNOWLEDGE AND SHALLOW KNOWLEDGE

Patent №

US 4,939,680

Granted

1990-07-03

Filed 1989

Owner

HITACHI, LTD.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07310761

An expert system infers by using deep knowledge and shallow knowledge. The deep knowledge may be physical rules which are basically satisfied in an electrical circuit which is an object of inference, and the shallow knowledge may be assumption knowledge derived from expert experience relating to the electrical circuit. The deep knowledge includes structure information of the object of inference and equation information representing behavior of the object. The structure of the shallow knowledge, which includes a concluding equation derived by omitting a portion of the equation of the deep knowledge, a conditional equation representing a condition under which the concluding equation is satisfied and the omitted item, is made essentially similar to the structure of the deep knowledge so that both the deep knowledge and the shallow knowledge are uniformly handled in one inference process.

AI classification

Knowledge representation1.00
Planning1.00
Machine learning0.99
AI hardware0.77
Natural language0.23
Vision0.03
Speech0.00
Evolutionary computation0.00

Ownership

HITACHI, LTD.

assignment · 50420537

Assignors

YOSHIDA, KENICHI

On an employer assignment, the assignors are typically the inventors.

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