Techniques for benchmarking pairing strategies in a contact center system
First Claim
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1. A method for benchmarking pairing strategies in a contact center system comprising:
- cycling, by at least one computer processor communicatively coupled to and configured to perform benchmarking operations in the contact center system, among at least two pairing strategies in the contact center system, wherein the cycling comprises alternatively applying a first contact-agent pairing strategy and at least one second contact-agent pairing strategy in the contact center system to pair contacts with agents according to the respective pairing strategy being applied for connection in the contact center system;
for each of a plurality of contact-agent interactions in the contact center system, recording, by the at least one computer processor, a result of the contact-agent interaction, a pairing strategy indicator of which of the at least two pairing strategies was used for pairing the contact-agent interaction, and an interaction type indicator of which of a plurality of contact-agent interaction types is associated with the contact-agent interaction;
for each of the at least two pairing strategies, combining, by the at least one computer processor, results for the plurality of contact-agent interactions paired using a same pairing strategy of the at least two pairing strategies, corrected for a Yule-Simpson effect, and based on the recorded result, the pairing strategy indicator, and the interaction type indicator;
determining, by the at least one computer processor, a difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect, wherein the difference in performance is a performance gain attributable to utilizing the first pairing strategy of the at least two pairing strategies to optimize performance of the contact center system compared to the at least one second of the at least two pairing strategies; and
outputting, by the at least one computer processor, the difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect for benchmarking at least the first pairing strategy of the at least two pairing strategies with respect to the at least one second of the at least two pairing strategies.
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Abstract
Techniques for benchmarking pairing strategies in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for benchmarking pairing strategies in a contact center system including determining results for a first plurality of contact-agent interactions, determining results for a second plurality of contact-agent interactions, and determining combined results across the first and second pluralities of contact-agent interactions corrected for a Yule-Simpson effect.
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Citations
20 Claims
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1. A method for benchmarking pairing strategies in a contact center system comprising:
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cycling, by at least one computer processor communicatively coupled to and configured to perform benchmarking operations in the contact center system, among at least two pairing strategies in the contact center system, wherein the cycling comprises alternatively applying a first contact-agent pairing strategy and at least one second contact-agent pairing strategy in the contact center system to pair contacts with agents according to the respective pairing strategy being applied for connection in the contact center system; for each of a plurality of contact-agent interactions in the contact center system, recording, by the at least one computer processor, a result of the contact-agent interaction, a pairing strategy indicator of which of the at least two pairing strategies was used for pairing the contact-agent interaction, and an interaction type indicator of which of a plurality of contact-agent interaction types is associated with the contact-agent interaction; for each of the at least two pairing strategies, combining, by the at least one computer processor, results for the plurality of contact-agent interactions paired using a same pairing strategy of the at least two pairing strategies, corrected for a Yule-Simpson effect, and based on the recorded result, the pairing strategy indicator, and the interaction type indicator; determining, by the at least one computer processor, a difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect, wherein the difference in performance is a performance gain attributable to utilizing the first pairing strategy of the at least two pairing strategies to optimize performance of the contact center system compared to the at least one second of the at least two pairing strategies; and outputting, by the at least one computer processor, the difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect for benchmarking at least the first pairing strategy of the at least two pairing strategies with respect to the at least one second of the at least two pairing strategies. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system for benchmarking pairing strategies in a contact center system comprising:
at least one computer processor configured to perform benchmarking operations in the contact center system, wherein the at least one computer processor is configured to; cycle among at least two pairing strategies in the contact center system, wherein the cycling comprises alternatively applying a first contact-agent pairing strategy and at least one second contact-agent pairing strategy in the contact center system to pair contacts with agents according to the respective pairing strategy being applied for connection in the contact center system; for each of a plurality of contact-agent interactions in the contact center system, record a result of the contact-agent interaction, a pairing strategy indicator of which of the at least two pairing strategies was used for pairing the contact-agent interaction, and an interaction type indicator of which of a plurality of contact-agent interaction types is associated with the contact-agent interaction; for each of the at least two pairing strategies, combine results for the plurality of contact-agent interactions paired using a same pairing strategy of the at least two pairing strategies, corrected for a Yule-Simpson effect, and based on the recorded result, the pairing strategy indicator, and the interaction type indicator; and determine a difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect, wherein the difference in performance is a performance gain attributable to utilizing the first pairing strategy of the at least two pairing strategies to optimize performance of the contact center system compared to the at least one second of the at least two pairing strategies; and output the difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect for benchmarking at least the first pairing strategy of the at least two pairing strategies with respect to the at least one second of the at least two pairing strategies. - View Dependent Claims (9, 10, 11, 12, 13, 14, 19)
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15. An article of manufacture for benchmarking pairing strategies in a contact center system comprising:
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a non-transitory computer 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 configured to operate in the contact center system and thereby cause the at least one computer processor to operate further so as to; cycle among at least two pairing strategies in the contact center system, wherein the cycling comprises alternatively applying a first contact-agent pairing strategy and at least one second contact-agent pairing strategy in the contact center system to pair contacts with agents according to the respective pairing strategy being applied for connection in the contact center system; for each of a plurality of contact-agent interactions in the contact center system, record a result of the contact-agent interaction, a pairing strategy indicator of which of the at least two pairing strategies was used for pairing the contact-agent interaction, and an interaction type indicator of which of a plurality of contact-agent interaction types is associated with the contact-agent interaction; for each of the at least two pairing strategies, combine results for the plurality of contact-agent interactions paired using a same pairing strategy of the at least two pairing strategies, corrected for a Yule-Simpson effect, and based on the recorded result, the pairing strategy indicator, and the interaction type indicator; and determine a difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect, wherein the difference in performance is a performance gain attributable to utilizing the first pairing strategy of the at least two pairing strategies to optimize performance of the contact center system compared to the at least one second of the at least two pairing strategies; and output the difference in performance between the at least two pairing strategies corrected for the Yule-Simpson effect for benchmarking at least the first pairing strategy of the at least two pairing strategies with respect to the at least one second of the at least two pairing strategies. - View Dependent Claims (16, 17, 18, 20)
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Specification