CALL ROUTING METHODS AND SYSTEMS BASED ON MULTIPLE VARIABLE STANDARDIZED SCORING

Patent №

US 8,718,271

Granted

2014-05-06

Filed 2008

Owner

THE RESOURCE GROUP INTERNATIONAL LTD

+2 more

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12202091

Systems and methods are disclosed for routing callers to agents in a contact center, along with an intelligent routing system. An exemplary method includes combining multiple output variables of a pattern matching algorithm (for matching callers and agents) into a single metric for use in the routing system. The pattern matching algorithm may include a neural network architecture, where the exemplary method combines output variables from multiple neural networks. The method may include determining a Z-score of the variable outputs and determining a linear combination of the determined Z-scores for a desired output. Callers may be routed to agents via the pattern matching algorithm to maximize the output value or score of the linear combination. The output variables may include revenue generation, cost, customer satisfaction performance, first call resolution, cancellation, or other variable outputs from the pattern matching algorithm of the system.

AI classification

Machine learning1.00
Planning1.00
AI hardware0.99
Natural language0.93
Evolutionary computation0.84
Knowledge representation0.63
Speech0.20
Vision0.00

Ownership

THE RESOURCE GROUP INTERNATIONAL LTD

assignment · 220850231

SATMAP INTERNATIONAL HOLDINGS LIMITED

assignment · 315290833

AFINITI EUROPE TECHNOLOGIES LIMITED

assignment · 448720937

Assignors

SPOTTISWOODE, S. JAMES P.

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

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