IMPLICIT DIALOG APPROACH FOR CREATING CONVERSATIONAL ACCESS TO WEB CONTENT

Patent №

US 10,824,658

Granted

2020-11-03

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16053718

A method, apparatus and computer program product for creating a dialog system for web content is described. Knowledge is extracted from a target web application for the dialog system. The knowledge includes an organizational structure of the target web application and domain knowledge pertinent to the target web application. A deep learning process associates the domain knowledge with the organization structure of the target application. A plurality of knowledge sources of different respective types are created from the domain knowledge and the organizational structure. Each of the knowledge sources is used for providing answers to user queries to the dialog system. As part of the invention, a semantic matcher is provided to select among the answers provided by the plurality of knowledge sources for a best answer to a user query.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 16/3329G06F 40/35G06F 16/243G06F 16/328G06F 16/951G06F 40/30G06N 3/04G06N 3/044+11 more

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Speech1.00
Knowledge representation1.00
AI hardware0.99
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 472040458

Assignors

BAKIS, RAIMO, FENG, SONG, GANHOTRA, JATIN, GUNASEKARA, CHULAKA, NAHAMOO, DAVID, POLYMENAKOS, LAZAROS, SHASHIDHARA, SUNIL D, WU, CHENG, ZHU, LI

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

From the same owner

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