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, 2023

Filed:

Sep. 06, 2019
Applicant:

Fmr Llc, Boston, MA (US);

Inventors:

Ankush Chopra, Bengaluru, IN;

Abhishek Desai, Bengaluru, IN;

Aravind Chandramouli, Bengaluru, IN;

Assignee:

FMR LLC, Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06Q 30/016 (2023.01); G06F 16/33 (2019.01); G06F 16/35 (2019.01); G06F 16/332 (2019.01); G06F 16/31 (2019.01);
U.S. Cl.
CPC ...
G06Q 30/016 (2013.01); G06F 16/31 (2019.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06F 16/353 (2019.01);
Abstract

A computerized method of representing customer interactions with an organization includes: receiving, by a computing device, customer web interaction data segments and customer conversation data segments; pre-processing the customer conversation data segments to remove specified types of information; scoring each of the pre-processed customer conversation data segments; pre-processing the customer web data interaction segments; extracting from the pre-processed customer web interaction data segments tokens; combining the pre-processed customer conversation data segments and the pre-processed customer web interaction data segments into a customer data set; parsing the customer data set into one or more windows; assigning, for each window, pre-trained weights to each of the tokens in each window; assigning a transaction theme to each window based on the tokens in each window; and generating, based on the transaction themes, a ranked list of topic keywords reflecting the customer web interaction data segments and customer conversation data segments.


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