Techniques for behavioral pairing model evaluation in a contact center system
First Claim
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1. A method for behavioral pairing model evaluation in a contact center system comprising:
- determining, by at least one computer processor communicatively coupled to and configured to perform behavioral pairing operations in the contact center system, an ordering of a plurality of agents;
determining, by the at least one computer processor, an ordering of a plurality of contact types;
analyzing, by the at least one computer processor, historical contact-agent outcome data according to the orderings of the pluralities of agents and contact types to construct a pairing model;
applying, by the at least one computer processor, a behavioral pairing correction factor to the pairing model based on an expected distribution of contact-agent pairings for the pairing model;
determining, by the at least one computer processor, an expected performance of the contact center system using the pairing model;
outputting, by the at least one computer processor, the expected performance for comparison to at least one other expected performance of the contact center system determined using at least one other pairing model to optimize performance of the contact center system; and
establishing, by the at least one computer processor, in a switch module of the contact center system, a communication channel between communication equipment of a contact and communication equipment of an agent based at least in part upon the pairing model.
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Abstract
Techniques for behavioral pairing model evaluation in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for behavioral pairing model evaluation in a contact center system comprising determining an ordering of a plurality of agents, determining an ordering of a plurality of contact types; analyzing, historical contact-agent outcome data according to the orderings of the pluralities of agents and contact types to construct a pairing model; and determining an expected performance of the contact center system using the pairing model.
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Citations
21 Claims
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1. A method for behavioral pairing model evaluation in a contact center system comprising:
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determining, by at least one computer processor communicatively coupled to and configured to perform behavioral pairing operations in the contact center system, an ordering of a plurality of agents; determining, by the at least one computer processor, an ordering of a plurality of contact types; analyzing, by the at least one computer processor, historical contact-agent outcome data according to the orderings of the pluralities of agents and contact types to construct a pairing model; applying, by the at least one computer processor, a behavioral pairing correction factor to the pairing model based on an expected distribution of contact-agent pairings for the pairing model; determining, by the at least one computer processor, an expected performance of the contact center system using the pairing model; outputting, by the at least one computer processor, the expected performance for comparison to at least one other expected performance of the contact center system determined using at least one other pairing model to optimize performance of the contact center system; and establishing, by the at least one computer processor, in a switch module of the contact center system, a communication channel between communication equipment of a contact and communication equipment of an agent based at least in part upon the pairing model. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system for behavioral pairing model evaluation in a contact center system comprising:
at least one computer processor communicatively coupled to and configured to perform behavioral pairing operations in the contact center system, wherein the at least one computer processor is configured to; determine an ordering of a plurality of agents; determine an ordering of a plurality of contact types; analyze historical contact-agent outcome data according to the orderings of the pluralities of agents and contact types to construct a pairing model; apply a behavioral pairing correction factor to the pairing model based on an expected distribution of contact-agent pairings for the pairing model; determine an expected performance of the contact center system using the pairing model; output the expected performance for comparison to at least one other expected performance of the contact center system determined using at least one other pairing model to optimize performance of the contact center system; and establish, in a switch module of the contact center system, a communication channel between communication equipment of a contact and communication equipment of an agent based at least in part upon the pairing model. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. An article of manufacture for behavioral pairing model evaluation in a contact center system comprising:
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a non-transitory processor readable medium; and instructions stored on the medium; wherein the instructions are configured to be readable from the medium by at least one computer processor communicatively coupled to and configured to perform behavioral pairing operations in the contact center system and thereby cause the at least one computer processor to operate so as to; determine an ordering of a plurality of agents; determine an ordering of a plurality of contact types; analyze historical contact-agent outcome data according to the orderings of the pluralities of agents and contact types to construct a pairing model; apply a behavioral pairing correction factor to the pairing model based on an expected distribution of contact-agent pairings for the pairing model; determine an expected performance of the contact center system using the pairing model; output the expected performance for comparison to at least one other expected performance of the contact center system determined using at least one other pairing model to optimize performance of the contact center system; and establish, in a switch module of the contact center system, a communication channel between communication equipment of a contact and communication equipment of an agent based at least in part upon the pairing model. - View Dependent Claims (16, 17, 18, 19, 20, 21)
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Specification