AUTOMATICALLY CONSTRUCTING TRAINING SETS FOR ELECTRONIC SENTIMENT ANALYSIS

Patent №

US 9,704,097

Granted

2017-07-11

Filed 2015

Owner

SAS INSTITUTE INC.

+1 more

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14966117

Training data for training a neural network usable for electronic sentiment analysis can be automatically constructed. For example, an electronic communication usable for training the neural network and including multiple characters can be received. A sentiment dictionary including multiple expressions mapped to multiple sentiment values representing different sentiments can be received. Each expression in the sentiment dictionary can be mapped to a corresponding sentiment value. An overall sentiment for the electronic communication can be determined using the sentiment dictionary. Training data usable for training the neural network can be automatically constructed based on the overall sentiment of the electronic communication. The neural network can be trained using the training data. A second electronic communication including an unknown sentiment can be received. At least one sentiment associated with the second electronic communication can be determined using the neural network.

Machine learningNatural languageVisionAI hardwareG06F 40/242G06F 40/289G06F 40/30G06N 3/0499G06N 3/084G06N 3/09G06N 3/091G06N 5/02+1 more

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Vision0.85
Knowledge representation0.27
Speech0.07
Planning0.04
Evolutionary computation0.01

Ownership

SAS INSTITUTE INC.

assignment · 372720825

NORTH CAROLINA STATE UNIVERSITY

assignment · 372730070

From the same owner

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