INCREMENTAL UPDATE PROCESS AND APPARATUS FOR AN INFERENCE SYSTEM

Patent №

US 5,363,473

Granted

1994-11-08

Filed 1991

Owner

TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK, THE

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

07706401

A technique is provided in the present invention for updating a current database without restarting a knowledge-based system (rule-based system, inference system, expert system). The technique allows for the receipt of updates to an earlier database after an inference procedure has started or even after it has ended. The technique calls for the performance of actions necessary to incrementally bring the database to a consistent state by selectively undoing the inferential consequences of not having had the updated fact in the prior inference procedures and redoing the inferential consequences of having the newly received updated fact.

AI classification

Planning1.00
Knowledge representation1.00
Natural language0.99
Machine learning0.97
AI hardware0.89
Vision0.02
Speech0.00
Evolutionary computation0.00

Ownership

TRUSTEES OF COLUMBIA UNIVERSITY IN THE CITY OF NEW YORK, THE

assignment · 58480111

Assignors

STOLFO, SALVATORE J., WOLFSON, OURI, DEWAN, HASANAT

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

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