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. 09, 2017

Filed:

Oct. 20, 2016
Applicant:

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

Inventors:

Anand B. Bhagwat, Pune, IN;

Amit P. Bohra, Pune, IN;

Manojkumar Pal, Pune, IN;

Abhishek Shrivastava, Pune, IN;

Swapnasarit Sahu, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/0481 (2013.01); G06N 5/04 (2006.01); G06F 17/27 (2006.01); G10L 15/26 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 17/274 (2013.01); G06F 17/2765 (2013.01); G06N 99/005 (2013.01); G10L 15/26 (2013.01);
Abstract

A computer processor determines a first span of a communication, wherein a span includes content associated with one or more dialog statements. If the content of the first span contains one or more topic change indicators which are identified by at least one detector of a learning model, the computer processor, in response, generates scores for each of the one or more indicators. The computer processor aggregates scores of the one or more indicators of the first span, which may be weighted, to produce an aggregate score. The computer processor compares the aggregate score to a threshold value, wherein the threshold value is determined during training of the learning model, and the computer processor, in response to the aggregate score crossing the threshold value, determines a topic change has occurred within the first span.


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