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:
Jun. 18, 2024

Filed:

May. 03, 2021
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Koushik M. Vijayaraghavan, Chennai, IN;

Niju Prabha, Bangalore, IN;

Rajesh Nagarajan, Chennai, IN;

Sarvesh Madhusudan Damle, Thane, IN;

Aditi Kulkarni, Bengaluru, IN;

Jayashri Sridevi, Chennai, IN;

Rashmi Jhawar, Gurugram, IN;

Prajwal Patrick Dsilva, Mumbai, IN;

Soumya Swarup Jena, Bhubaneswar, IN;

Dhiviya Dhanasekaran, Chennai, IN;

Meiyarasu Selvam, Thevur, IN;

Girish Hulkoti, Bangalore, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 8/70 (2018.01); G06F 9/445 (2018.01); G06F 9/455 (2018.01); G06F 11/07 (2006.01); G06F 40/166 (2020.01); G06F 40/247 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 8/70 (2013.01); G06F 40/166 (2020.01); G06F 40/247 (2020.01); G06N 20/00 (2019.01);
Abstract

A device may receive work item data identifying work items associated with requirements from different tools of a project and may perform data cleansing to remove and/or modify particular words from the work item data and to generate cleansed work item data. The device may perform natural language processing on the cleansed work item data to identify synonyms for words in the cleansed work item data and may replace abbreviations in the cleansed work item data with full form text to generate final work item data. The device may identify keywords in the final work item data and may process the final work item data, the synonyms, and the keywords, with a machine learning model, to identify mappings between work items of the final work item data and to determine a confidence score for the mappings. The device may perform actions based on the mappings and the confidence score.


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