PROCESS FOR SEMI-AUTOMATIC MAINTENANCE OF A KNOWLEDGE BASE USING TAGGED EXAMPLES

Patent №

US 7,401,063

Granted

2008-07-15

Filed 2002

Owner

GENERAL ELECTRIC COMPANY

+1 more

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10318682

The present invention provides a computer implemented method for maintaining a knowledge base. The method taking as input, text examples that are tagged with a structural markup language; and maps knowledge nodes in the knowledge base with the tagged examples to determine: (1) the knowledge nodes that best match the tagged examples, and (2) the knowledge nodes that are best connected to the tagged examples. The results are displayed to the user, who verifies that the tagged examples match the selected knowledge nodes. Based on the user response, indices of the knowledge nodes are updated. The method may further include determining discrepancies between the existing knowledge base and the tagged examples, and further displaying the discrepancies to the user. The user can update the missing information in the knowledge base to remove the discrepancies in the existing knowledge base.

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware0.94
Vision0.05
Evolutionary computation0.00
Speech0.00

Ownership

GENERAL ELECTRIC COMPANY

assignment · 138360345

ABB SCHWEIZ AG

assignment · 524310538

Assignors

CUDDIHY, PAUL EDWARD, DONOGHUE, JEREMIAH FRANCIS, AZZARO, STEVEN HECTOR, JOHNSON, TIMOTHY LEE, CLEARY, DANIEL JOSEPH, YU, LIJIE

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

From the same owner

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