METHOD AND KNOWLEDGE STRUCTURES FOR REASONING ABOUT CONCEPTS, RELATIONS, AND RULES

Patent №

US 7,447,667

Granted

2008-11-04

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10316588

A system and method for reasoning about concepts, relations and rules having a semantic network comprising at least one node from a predetermined set of node types, at least one link from a predetermined set of link types, and zero or more rules from a predetermined set of rule types, a subset of the rule types being matching rule types, each node and each link being associated with a set of zero or more rules; a network reasoning data structure having a reasoning type database having at least one regular expression, each of the regular expressions being a class of sequences having at least three node types and two link types, wherein the network reasoning data structure further has a context being a set of rules; and a reasoning engine having an activator for activating one or more activated paths in the semantic network, the set of activated paths having a common starting node in the semantic network, wherein the reasoning engine further has a validator for selecting a subset of the activated paths being valid paths, each rule from the set of rule matching types that is associated with one or more path elements on each valid path being matched by one or more rules in the context and wherein the reasoning engine further has a legal inferencer for selecting a subset of the set of valid paths being legal and valid paths, the legal and valid paths matching at least one of the regular expressions.

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
AI hardware1.00
Machine learning1.00
Vision0.03
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 139020645

Assignors

GONG, LEIGUANG, MORGENSTERN, LEORA, MUELLER, ERIK T., RIECKEN, DOUG, SINGH, MONINDER

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

From the same owner

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