Techniques for behavioral pairing in a contact center system
View Patent ↗Techniques for behavioral pairing in a contact center system are disclosed. In one particular embodiment, the techniques may be realized as a method for pairing in a contact center including ordering one or more contacts, ordering one or more agents, comparing a first difference in ordering between a first contact and a first agent in a first pair with a second difference in ordering between a second contact and a second agent in a second pair, and selecting the first pair or the second pair for connection based on the comparing, wherein the first contact and the second contact are different or the first agent and the second agent are different.
1. A method for pairing in a contact center system comprising:
ordering, in the contact center system, at least one contact and a plurality of agents, or a plurality of contacts and at least one agent, according to a computer processor-generated model based on information about the at least one contact and the plurality of agents or the plurality of contacts and the at least one agent;
comparing, by at least one computer processor communicatively coupled to and configured to operate in the contact center system, a first difference in ordering between a first contact and a first agent in a first pair with a second difference in ordering between a second contact and a second agent in a second pair;
selecting, according to a pairing strategy, by the at least one computer processor, the first pair or the second pair for connection in the contact center system based on the comparing to optimize performance of the contact center system attributable to the pairing strategy; and
outputting, by the at least one computer processor, the selection of the first pair or the second pair for connection in the contact center system,
wherein the first contact and the second contact are different or the first agent and the second agent are different, and
wherein a balanced agent utilization is realized in the contact center system by the selecting based on the comparing.
2. The method of claim 1 , wherein selecting the first pair or the second pair based on the comparing further comprises applying, by the at least one computer processor, a diagonal strategy to the orderings.
3. The method of claim 1 , wherein the ordering of one or more contacts or the ordering of one or more agents can be expressed as percentiles.
4. The method of claim 1 , wherein the ordering of one or more contacts or the ordering of one or more agents can be expressed as percentile ranges.
5. The method of claim 4 , wherein each of the one or more contacts or each of the one or more agents is assigned a percentile within each contact or agent's respective percentile range.
6. The method of claim 5 , wherein an assigned percentile is a midpoint of a percentile range.
7. The method of claim 5 , wherein an assigned percentile is a random percentile of a percentile range.
8. The method of claim 1 , further comprising determining, by the at least one computer processor, a bandwidth for each contact type of the first and second contacts proportionate to a frequency at which contacts of the each contact type become available for assignment.
9. The method of claim 1 , wherein realizing the balanced agent utilization further comprises determining, by the at least one computer processor, proportional bandwidth for each of the one or more agents.
10. The method of claim 1 , wherein a selected agent of the selected pair is not any of:
an agent lagging in a fairness metric,
an agent rated highest in a performance metric,
an agent rated highest in a performance metric for a particular contact type,
an agent previously assigned to a contact of the selected pair,
a sequentially labeled agent, and
a randomly selected agent.
11. The method of claim 1 , wherein a selected contact of the selected pairing is not any of:
a contact at a head of a queue in the contact center,
a longest-waiting contact,
a highest-priority contact, and
a randomly selected contact.
12. The method of claim 1 , wherein the selected one of the first pair and the second pair comprises a smaller absolute difference in ordering than the other of the first pair and the second pair.
13. The method of claim 1 , wherein a higher-ordered agent or a higher-ordered contact remains available for subsequent assignment.
14. A system for pairing in a contact center system comprising:
at least one computer processor communicatively coupled to and configured to operate in the contact center system, wherein the at least one computer processor is further configured to:
order, in the contact center system, at least one contact and a plurality of agents, or a plurality of contacts and at least one agent, according to a computer processor-generated model based on information about the at least one contact and the plurality of agents or the plurality of contacts and the at least one agent;
compare a first difference in ordering between a first contact and a first agent in a first pair with a second difference in ordering between a second contact and a second agent in a second pair;
select, according to a pairing strategy, the first pair or the second pair for connection in the contact center system based on the comparing to optimize performance of the contact center system attributable to the pairing strategy; and
output the selection of the first pair or the second pair for connection in the contact center system,
wherein the first contact and the second contact are different or the first agent and the second agent are different, and
wherein a balanced agent utilization is realized in the contact center system by the selecting based on the comparing.
15. The system of claim 14 , wherein the selected one of the first pair and the second pair comprises a smaller absolute difference in ordering than the other of the first pair and the second pair.
16. The system of claim 14 , wherein a higher-ordered agent or a higher-ordered contact remains available for subsequent assignment.
17. An article of manufacture for pairing in a contact center system comprising:
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 communicatively coupled to and configured to operate in the contact center system and thereby cause the at least one computer processor to operate so as to:
order, in the contact center system, at least one contact and a plurality of agents, or a plurality of contacts and at least one agent, according to a computer processor-generated model based on information about the at least one contact and the plurality of agents or the plurality of contacts and the at least one agent;
order one or more agents in the contact center system;
compare a first difference in ordering between a first contact and a first agent in a first pair with a second difference in ordering between a second contact and a second agent in a second pair;
select, according to a pairing strategy, the first pair or the second pair for connection in the contact center system based on the comparing to optimize performance of the contact center system attributable to the pairing strategy; and
output the selection of the first pair or the second pair for connection in the contact center system,
wherein the first contact and the second contact are different or the first agent and the second agent are different, and
wherein a balanced agent utilization is realized in the contact center system by the selecting based on the comparing.
18. The article of manufacture of claim 17 , wherein the selected one of the first pair and the second pair comprises a smaller absolute difference in ordering than the other of the first pair and the second pair.
19. The article of manufacture of claim 17 , wherein a higher-ordered agent or a higher-ordered contact remains available for subsequent assignment.
20. The method of claim 1 , wherein the selected one of the first pair and the second pair comprises a worse expected instant outcome than the other of the first pair and the second pair.