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:
Jul. 18, 2023

Filed:

Jan. 25, 2019
Applicant:

Emc Ip Holding Company Llc, Hopkinton, MA (US);

Inventors:

Amihai Savir, Sansana, IL;

Omer Sagi, Mazkeret Batya, IL;

Avitan Gefen, Tel Aviv, IL;

Assignee:

EMC IP Holding Company LLC, Hopkinton, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/016 (2023.01); G06F 40/30 (2020.01); G06V 30/19 (2022.01); G06V 10/82 (2022.01); G06V 30/262 (2022.01); G06F 18/22 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 30/016 (2013.01); G06F 40/30 (2020.01); G06V 10/82 (2022.01); G06V 30/19173 (2022.01); G06F 18/22 (2023.01); G06N 20/00 (2019.01); G06V 30/274 (2022.01);
Abstract

Techniques are provided for customer support ticket aggregation. One method comprises obtaining a customer support ticket; extracting a topic of the customer support ticket using a topic model based on natural language processing techniques; converting the customer support ticket to a topic vector representation that identifies the extracted topic and comprises a list of words describing the topic based on a collection of processed customer support tickets; extracting features from the customer support ticket; generating a fingerprint for the customer support ticket that comprises the topic vector representation and the extracted features; applying the fingerprint to a machine learning similarity model that compares the fingerprint to fingerprints of processed customer support tickets from the collection of processed customer support tickets; and identifying a processed customer support ticket from the collection of processed customer support tickets that is related to the customer support ticket.


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