SENTIMENT CLASSIFICATION USING OUT OF DOMAIN DATA

Patent №

US 8,942,470

Granted

2015-01-27

Filed 2013

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14099566

Providing sentiment classification of out of domain data are disclosed herein. In some aspects, a source domain having a trained classifier is matched to a target domain having a target classifier. The trained classifier may include identifiers that may be used to predict the sentiment of opinion data for the source domain. The target classifier may use the identifiers of the trained classifier to determine the sentiment of opinion data for the target domain.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 20/00G06F 16/353G06F 18/24G06F 40/30G06Q 30/02G06Q 30/0201

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.09
Speech0.01
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 336950674

Assignors

NI, XIAOCHUAN, WANG, GANG, SUN, JIAN-TAO, CHEN, ZHENG

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

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