EMOTION TYPE CLASSIFICATION FOR INTERACTIVE DIALOG SYSTEM

Patent №

US 9,786,299

Granted

2017-10-10

Filed 2014

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

2

nlp · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14561190

Techniques for selecting an emotion type code associated with semantic content in an interactive dialog system. In an aspect, fact or profile inputs are provided to an emotion classification algorithm, which selects an emotion type based on the specific combination of fact or profile inputs. The emotion classification algorithm may be rules-based or derived from machine learning. A previous user input may be further specified as input to the emotion classification algorithm. The techniques are especially applicable in mobile communications devices such as smartphones, wherein the fact or profile inputs may be derived from usage of the diverse function set of the device, including online access, text or voice communications, scheduling functions, etc.

Natural languageSpeechG10L 25/63G06F 16/90332G06F 40/30G10L 13/033G10L 13/08

AI classification

Natural language1.00
Speech0.99
Machine learning0.45
Planning0.18
Knowledge representation0.14
Evolutionary computation0.03
AI hardware0.02
Vision0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 343810973

Assignors

UN, EDWARD, LEUNG, MAX

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

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