BUILDING AN ONTOLOGY BY TRANSFORMING COMPLEX TRIPLES

Patent №

US 8,747,115

Granted

2014-06-10

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13432120

An approach for building an ontology is provided. Based on a grammar, extracted complex triples are syntactically transformed to identify core terms. The syntactically transformed complex triples are semantically transformed into simplified triples referring to new terms that conceptualize the core adjectives, adverbs and verbs, and assigning the core terms to respective definitions and keys in a reference ontology, thereby retaining the semantics of the complex triples. Based on a meta-schema of the reference ontology, an enrichment transformation of the simplified triples is performed to create simplified and enriched triples by adding relations derived from a correspondence each term in the simplified triples has with the reference ontology and by adding representations of semantics of reference ontology definitions of the terms. The simplified and enriched triples are stored as an ontology representing knowledge in an application providing the free-form text from which the complex triples were extracted.

Natural languageSpeechKnowledge representationPlanningAI hardwareG06F 16/367G06F 16/00G06F 16/2452G06F 16/951G06F 16/958G06F 40/253G06F 40/30G06F 40/55+11 more

AI classification

Natural language1.00
Knowledge representation1.00
AI hardware1.00
Speech0.98
Planning0.81
Machine learning0.11
Vision0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 279430439

Assignors

LORGE, FREDDY, PANTLAND, MATTHEW A., ROJAHN, TOM

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

From the same owner

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