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:
Sep. 10, 2024

Filed:

Mar. 31, 2022
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Dhilip Kumar, Bangalore, IN;

Ponnayan Sekar, Attibee, IN;

Hung Dinh, Austin, TX (US);

Bijan Kumar Mohanty, Austin, TX (US);

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/332 (2019.01); G06F 40/20 (2020.01); G06F 40/30 (2020.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06F 16/3329 (2019.01); G06F 40/20 (2020.01); G06F 40/30 (2020.01); G06N 20/20 (2019.01);
Abstract

A method including: generating a conversation flow signature based on a set of communication transcripts, each of the communication transcripts being associated with a support request for a product, each of the communication transcripts being a text transcript of a communication between a respective customer and a respective customer support agent; classifying the conversation flow signature into one of a plurality of categories, the conversation flow signature being classified by using a machine learning classifier that is trained based on customer support records, each of the plurality of categories corresponding to a respective set of steps for configuring or repairing the product; and outputting an indication of the respective set of steps that is associated with the category in which the conversation flow signature is classified.


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