TECHNIQUES FOR BENCHMARKING PAIRING STRATEGIES IN A TASK ASSIGNMENT SYSTEM
Techniques for benchmarking pairing strategies in a task assignment system are disclosed. In one particular embodiment, the techniques may be realized as a method for benchmarking pairing strategies in a task assignment system, the method comprising: determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, a first performance of a first pairing strategy based at least in part on a first plurality of historical task assignments assigned by a second pairing strategy.
1 . A method for benchmarking pairing strategies in a task assignment system, the method comprising:
determining, by at least one computer processor communicatively coupled to and configured to operate in the task assignment system, a first performance of a first pairing strategy based at least in part on a first plurality of historical task assignments assigned by a second pairing strategy.
2 . The method of claim 1 , wherein the task assignment system is a contact center system.
3 . The method of claim 1 , wherein the first pairing strategy is a first-in, first-out strategy.
4 . The method of claim 1 , wherein the second pairing strategy is a behavioral pairing strategy.
5 . The method of claim 1 , wherein the determining the first performance is further based at least in part on a second plurality of historical task assignments assigned by the first pairing strategy.
6 . The method of claim 5 , further comprising improving, by the at least one computer processor, a pairing model of the second pairing strategy by determining, based on both the first plurality of historical task assignments and the second plurality of historical task assignments, a performance for each of a plurality of feasible task-agent combinations.
7 . The method of claim 1 , wherein the first performance is based solely on the first plurality of historical task assignments assigned by the second pairing strategy.
8 . The method of claim 1 , wherein the task assignment system applies the second pairing strategy at least 90% of the time.
9 . The method of claim 1 , wherein the task assignment system applies the second pairing strategy 100% of the time.
10 . The method of claim 1 , wherein the determining the first performance further comprises weighting the first plurality of historical task assignments according to an expected distribution of task assignments when using the first pairing strategy.
11 . The method of claim 1 , further comprising determining, by the at least one computer processor, a second performance of the second pairing strategy based at least in part on the first plurality of historical task assignments.
12 . The method of claim 11 , wherein the first plurality of historical task assignments are weighted for determining the first performance of the first pairing strategy, and the first plurality of historical task assignments are unweighted for determining the second performance of the second pairing strategy.
13 . A system for benchmarking pairing strategies in a task assignment system comprising:
at least one computer processor communicatively coupled to and configured to operate in the task assignment system, wherein the at least one computer processor is further configured to:
determine a first performance of a first pairing strategy based at least in part on a first plurality of historical task assignments assigned by a second pairing strategy.
14 . The system of claim 13 , wherein the task assignment system is a contact center system.
15 . The system of claim 13 , wherein the first pairing strategy is a first-in, first-out strategy.
16 . The system of claim 13 , wherein the second pairing strategy is a behavioral pairing strategy.
17 . The system of claim 13 , wherein the at least one computer processor is configured to determine the first performance further based at least in part on a second plurality of historical task assignments assigned by the first pairing strategy.
18 . The system of claim 17 , wherein the at least one computer processor is further configured to:
improve a pairing model of the second pairing strategy by determining, based on both the first plurality of historical task assignments and the second plurality of historical task assignments, a performance for each of a plurality of feasible task-agent combinations.
19 . The system of claim 13 , wherein the first performance is based solely on the first plurality of historical task assignments assigned by the second pairing strategy.
20 . The system of claim 13 , wherein the task assignment system applies the second pairing strategy at least 90% of the time.
21 . The system of claim 13 , wherein the task assignment system applies the second pairing strategy 100% of the time.
22 . The system of claim 13 , wherein the at least one computer processor is configured to determine the first performance by weighting the first plurality of historical task assignments according to an expected distribution of task assignments when using the first pairing strategy.
23 . The system of claim 13 , wherein the at least one computer processor is further configured to:
determine a second performance of the second pairing strategy based at least in part on the first plurality of historical task assignments.
24 . The system of claim 23 , wherein the first plurality of historical task assignments are weighted for determining the first performance of the first pairing strategy, and the first plurality of historical task assignments are unweighted for determining the second performance of the second pairing strategy.
25 . An article of manufacture for benchmarking pairing strategies in a task assignment system comprising:
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 operate in the task assignment system and thereby cause the at least one computer processor to operate so as to:
determine a first performance of a first pairing strategy based at least in part on a first plurality of historical task assignments assigned by a second pairing strategy.
26 . The article of manufacture of claim 25 , wherein the task assignment system is a contact center system.
27 . The article of manufacture of claim 25 , wherein the first pairing strategy is a first-in, first-out strategy.
28 . The article of manufacture of claim 25 , wherein the second pairing strategy is a behavioral pairing strategy.
29 . The article of manufacture of claim 25 , wherein the instructions are configured to cause the at least one computer processor to operate so as to determine the first performance further based at least in part on a second plurality of historical task assignments assigned by the first pairing strategy.
30 . The article of manufacture of claim 29 , wherein the instructions are configured to cause the at least one computer processor to further operate so as to:
improve a pairing model of the second pairing strategy by determining, based on both the first plurality of historical task assignments and the second plurality of historical task assignments, a performance for each of a plurality of feasible task-agent combinations.