Techniques for behavioral pairing in a contact center system
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 comprising:
determining, by at least one computer processor communicatively coupled to and configured to operate in a contact center system, a set of contacts available to be connected to an agent, the set of contacts comprising a first contact, a second contact, and a third contact; and
selecting, by the at least one computer processor, according to a pairing strategy, the first contact for pairing to the agent for connection in a switch of the contact center system to optimize a metric, wherein the metric is based on a measurement of contact center system performance over time;
wherein the agent has a worst expected performance for the first contact among the set of contacts according to the metric;
wherein the first contact has been waiting the least among the set of contacts;
wherein the third contact has been waiting the longest among the set of contacts;
wherein unavailability of the first contact would cause the pairing strategy to select the second contact instead of the third contact; and
wherein the first contact has not previously interacted with the agent.
2. The method of claim 1 , wherein the pairing strategy is a behavioral pairing strategy.
3. The method of claim 1 , wherein the pairing strategy is a diagonal pairing strategy.
4. The method of claim 1 , wherein the pairing strategy targets a balanced agent utilization.
5. The method of claim 1 , wherein the pairing strategy targets an expected improvement to overall performance of a contact center system.
6. The method of claim 1 , wherein the first contact is of a first contact type and the second contact is of a second contact type different from the first contact type.
7. The method of claim 1 , wherein the worst expected performance for the agent is subsequently updated based on an outcome of an interaction between the agent and the first contact.
8. A system comprising:
at least one computer processor communicatively coupled to and configured to operate in a contact center system, wherein the at least one computer processor is further configured to:
determine a set of contacts available to be connected to an agent, the set of contacts comprising a first contact, a second contact, and a third contact; and
select, according to a pairing strategy, the first contact for pairing to the agent for connection in a switch of the contact center system to optimize a metric, wherein the metric is based on a measurement of contact center system performance over time;
wherein the agent has a worst expected performance for the first contact among the set of contacts according to the metric;
wherein the first contact has been waiting the least among the set of contacts;
wherein the third contact has been waiting the longest among the set of contacts;
wherein unavailability of the first contact would cause the pairing strategy to select the second contact instead of the third contact; and
wherein the first contact has not previously interacted with the agent.
9. The system of claim 8 , wherein the pairing strategy is a behavioral pairing strategy.
10. The system of claim 8 , wherein the pairing strategy is a diagonal pairing strategy.
11. The system of claim 8 , wherein the pairing strategy targets a balanced agent utilization.
12. The system of claim 8 , wherein the pairing strategy targets an expected improvement to overall performance of a contact center system.
13. The system of claim 8 , wherein the first contact is of a first contact type and the second contact is of a second contact type different from the first contact type.
14. The system of claim 8 , wherein the worst expected performance for the agent is subsequently updated based on an outcome of an interaction between the agent and the first contact.
15. An article of manufacture 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 a contact center system and thereby cause the at least one computer processor to operate so as to:
determine a set of contacts available to be connected to an agent, the set of contacts comprising a first contact, a second contact, and a third contact; and
select, according to a pairing strategy, the first contact for pairing to the agent for connection in a switch of the contact center system to optimize a metric, wherein the metric is based on a measurement of contact center system performance over time;
wherein the agent has a worst expected performance for the first contact among the set of contacts according to the metric;
wherein the first contact has been waiting the least among the set of contacts;
wherein the third contact has been waiting the longest among the set of contacts;
wherein unavailability of the first contact would cause the pairing strategy to select the second contact instead of the third contact; and
wherein the first contact has not previously interacted with the agent.
16. The article of manufacture of claim 15 , wherein the pairing strategy is a behavioral pairing strategy.
17. The article of manufacture of claim 15 , wherein the pairing strategy is a diagonal pairing strategy.
18. The article of manufacture of claim 15 , wherein the pairing strategy targets a balanced agent utilization.
19. The article of manufacture of claim 15 , wherein the pairing strategy targets an expected improvement to overall performance of a contact center system.
20. The article of manufacture of claim 15 , wherein the first contact is of a first contact type and the second contact is of a second contact type different from the first contact type.
21. The article of manufacture of claim 15 , wherein the worst expected performance for the agent is subsequently updated based on an outcome of an interaction between the agent and the first contact.