SYSTEMS AND METHODS RELATING TO EMOTION-BASED ACTION RECOMMENDATIONS

Patent №

US 11,734,648

Granted

2023-08-22

Filed 2020

Owner

GENESYS TELECOMMUNICATIONS LABORATORIES, INC.

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16890508

A system and method are presented relating to emotion-based action recommendations. The present invention may include a recommender engine that analyzes several pieces of information and using artificial intelligence derived models, provides a course of action for a contact center agent and the probability and estimations behind the recommendation as a justification. System inputs include cost of the item or service being troubleshooted, estimated costs for different resolutions, cost of each escalation level of the interaction, history of previous interactions, agent costs, history of the current interaction, acoustic events and sentiment or primary detected emotions of the customer's transcript. The recommended course of action, rationale, and authorization can be provided as output. The system may record whether the agent followed the recommendation to improve further recommendations.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06Q 10/10G06F 18/2113G06F 40/295G06F 40/30G06N 3/044G06N 3/0442G06N 3/08G06N 3/09+1 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning1.00
Speech0.97
AI hardware0.96
Vision0.56
Evolutionary computation0.03

Ownership

GENESYS TELECOMMUNICATIONS LABORATORIES, INC.

assignment · 528130464

Assignors

LI, JESSICA, GREBLER, LEOR, PAT, ANKIT, ZHAO, WILLIAM

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

From the same owner

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