INTERACTIVE INFORMATION RETRIEVAL USING KNOWLEDGE GRAPHS

Patent №

US 11,645,314

Granted

2023-05-09

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15679292

A method includes receiving a natural language query at an information system, the natural language query indicating an intent and at least a first factor and a second factor. The method also includes retrieving a set of candidate information from the information system based on the natural language query, the set of candidate information having a type determined by the intent. The method additionally includes selecting a knowledge display template from a set of knowledge display templates using the intent, the first factor and the second factor. The method further includes rendering, using the knowledge display template, a first knowledge graph comprising the set of candidate information, the first knowledge graph indicating a relationship between the set of candidate information based the first factor and the second factor.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 16/3328G06F 16/248G06F 16/3329G06F 16/3344G06F 16/367G06F 16/9024G06N 3/0464G06N 3/08+5 more

AI classification

Natural language1.00
Knowledge representation1.00
AI hardware1.00
Planning0.99
Speech0.97
Machine learning0.67
Evolutionary computation0.19
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 433170563

Assignors

HUANG, LIANG-SHU, LAI, KEVIN C.M., LIU, CHIH-HSIUNG, WU, JARWOW C.H., WU, WAYEN W.J.

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

From the same owner

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