SYSTEMS AND METHODS FOR AUTOMATIC CHANGE REQUEST MANAGEMENT USING SIMILARITY METRIC COMPUTATIONS

Patent №

US 11,636,134

Granted

2023-04-25

Filed 2021

Owner

FIDELITY INFORMATION SERVICES, LLC

Lab

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17191027

Systems and methods for managing change requests are disclosed. A system for managing change requests may include a memory storing instructions and at least one processor configured to execute instructions to perform operations including: receiving, from a client device, a change request; routing the change request to a first similarity determination pipeline, based on the first classification, identifying an implementation device; and transmitting the change request to the implementation device. The first similarity determination pipeline may be configured to: extract at least one first request element from the change request; determine a first group of change requests based on the at least one first extracted request element; determine a first similarity metric between the change request and the first group of change requests; and determine a first classification of the change request based on the first similarity metric.

Machine learningNatural languagePlanningAI hardwareG06F 16/285G06F 8/70G06F 8/77G06F 16/2358G06Q 10/06311G06Q 10/06315

AI classification

Natural language1.00
AI hardware0.99
Machine learning0.88
Planning0.51
Knowledge representation0.35
Vision0.01
Speech0.00
Evolutionary computation0.00

Ownership

FIDELITY INFORMATION SERVICES, LLC

assignment · 554810102

Assignors

GHOSH, RANADHIR

On an employer assignment, the assignors are typically the inventors.

From the same owner

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