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:
Apr. 21, 2020

Filed:

Jan. 31, 2017
Applicant:

Conduent Business Services, Llc, Dallas, TX (US);

Inventors:

Anirban Sen, West Bengal, IN;

Sandya Mannarswamy, Karnataka, IN;

Manjira Sinha, West Bengal, IN;

Shourya Roy, Karnataka, IN;

Assignee:

Conduent Business Services, LLC, Florham Park, NJ (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G16H 70/60 (2018.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); G06F 16/903 (2019.01); G06Q 10/06 (2012.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 20/10 (2019.01); G16H 70/60 (2018.01); G06F 16/90335 (2019.01); G06N 5/02 (2013.01); G06N 5/022 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06Q 10/0637 (2013.01);
Abstract

Method, system, and apparatus for automatic stance classification. Propositions can be collected that are relevant to a query. A classifier can classify the stance of each proposition based on whether the proposition supports the query, opposes the query, or is neutral with respect to the query in order to thereafter provide substantive data for decision making based on and extracted from the query. The stance can be classified based on, for example, an SVM-SC (SVM Based Stance Classification) approach and/or an NN-SC (Neural Network Stance Classification Approach).


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