Patent №
US 10,650,097
Granted
2020-05-12
Filed 2018
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
4
ml · nlp · speech · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16144969
One embodiment provides a method that includes crawling a network for raw data. Emotion metrics are refined for the raw data. Labels for the raw data using refined emotion metrics are received. Factor analysis is performed for labeled data to obtain emotional tone factors. Adjusted labeled data are received based on the emotional tone factors. Words are analyzed using a tone model using the emotional tone factors and integrating the adjusted labeled data. Representative words for each emotional tone factor are provided based on using the tone model.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 471590283
Assignors
YIN, PEIFENG, LIU, ZHE, XU, ANBANG, NAKAMURA, TAIGA
On an employer assignment, the assignors are typically the inventors.