The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 12, 2020

Filed:

Sep. 27, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Peifeng Yin, San Jose, CA (US);

Zhe Liu, San Jose, CA (US);

Anbang Xu, San Jose, CA (US);

Taiga Nakamura, Sunnyvale, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/27 (2006.01); G06N 20/00 (2019.01); G06F 16/951 (2019.01);
U.S. Cl.
CPC ...
G06F 17/2775 (2013.01); G06F 16/951 (2019.01); G06F 17/2705 (2013.01); G06N 20/00 (2019.01);
Abstract

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.


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