DYNAMIC COMMUNICATION ROUTING AT CONTACT CENTERS

Patent №

US 11,368,588

Granted

2022-06-21

Filed 2020

Owner

AMAZON TECHNOLOGIES, INC.

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16879411

This disclosure describes management of a contact center executing in a service provider network. The management may be performed by using one or more trained deep learning/machine learning (ML) models. The ML models may be trained using metrics and data gathered from the various services and systems in the service provider network used to implement the contact center. The trained models may be used for forecasting staffing needs, e.g., agents, for the contact center, scheduling agents, detecting anomalies with regard to customer traffic, e.g., received communications from customers, at the contact center, adherence of agents to the scheduling, and dynamically routing of received communications to appropriate agents (e.g., based on skills of the agent and other factors) for handling of the communications.

Machine learningNatural languageKnowledge representationPlanningH04M 3/5232H04M 3/5238G06N 3/0442G06N 3/08G06N 3/09G06N 5/04G06N 20/00G06N 3/044+4 more

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.92
Natural language0.68
AI hardware0.14
Vision0.01
Speech0.01
Evolutionary computation0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 527160321

Assignors

JOHNSTON, THOMAS BOYD, DEMAIO, PASQUALE, SAUSSY, JULIANA

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

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