Systems and methods for queue management
View Patent ↗A queue management scheme whereby a system-wide status is considered together with a status of each and every specific or particular queue and associated device within the system, in order to efficiently and effectively balance the needs and desires of customers with the needs and desires of an entity that provides services to the customers.
1. A method, comprising:
monitoring, by a computing system, a customer queue for an in-service transit ticketing device at a transit system;
determining, by the computing system based on the monitoring of the customer queue, that a parameter associated with customer wait time to interact with the in-service transit ticketing device is greater than or equal to a particular threshold value;
determining, by the computing system, to increase customer throughput at the in-service transit ticketing device based on the parameter being greater than or equal to the particular threshold value;
determining, by the computing system, to not default back to a screen saver after each transaction with the in-service ticketing device;
monitoring an interaction with the in-service transit ticketing device by a particular customer based on the determination to increase customer throughput, wherein the monitoring comprises determining, using a camera of the in-service transit ticketing device that is directed to capture a particular customer's face, a location on a display of the in-service transit ticketing device to which the particular customer's gaze is directed;
identifying demographic information associated with the particular customer using the camera of the in-service transit ticketing device;
identifying on-screen content that is displayed on the location of the display;
determining that the particular customer is interested in the identified on-screen content based on the interaction being monitored using the camera; and
in response to determining to increase customer throughput and the determination that the particular customer is interested in the identified on-screen content, determining not to output at least some selected auxiliary content that is unrelated to the identified on-screen content while continuing to output the identified on-screen content for presentation by the in-service transit ticketing device to decrease customer wait time to interact with the in-service transit ticketing device, wherein the at least some selected auxiliary content that is not outputted is selected based at least in part on the identified demographic information.
2. The method of claim 1 , wherein:
monitoring the customer queue for the in-service transit ticketing device comprising monitoring the customer queue using via an image capture system;
the parameter comprises an average customer wait time;
the particular threshold value comprises a time threshold value; and
determining that the parameter associated with the customer wait time to interact with the in-service transit ticketing device is greater than or equal to the particular threshold value is based on an analysis of at least one image acquired by the image capture system.
3. The method of claim 1 , wherein:
monitoring the customer queue for the in-service transit ticketing device comprising monitoring the customer queue using an image capture system;
the parameter comprises total number of customers in the customer queue;
the particular threshold value comprises an integer threshold value; and
determining that the parameter associated with the customer wait time to interact with the in-service transit ticketing device is greater than or equal to the particular threshold value is based on an analysis of at least one image acquired by the image capture system.
4. The method of claim 1 , wherein:
the identified on-screen content matching the interest of the particular customer comprises a particular image or video content for presentation by the in-service transit ticketing device based on the gaze of the particular customer directed at on-screen content.
5. The method of claim 1 , wherein:
the method further comprises outputting particular audio content for presentation by the in-service transit ticketing device based on the interest of the particular customer at on-screen content.
6. The method of claim 1 , wherein:
the identified on-screen content comprises particular transit system status content.
7. The method of claim 1 , wherein:
the method further comprises adjusting a location of display of particular on-screen content from a first location to a second different location based on the interest of the particular customer directed at on-screen content.
8. The method of claim 1 , wherein:
the method further comprises adjusting a size or a dimension of particular on-screen content presented on the display of the in-service transit ticketing device from a first size or dimension to a second different size or dimension based on the interest of the particular customer directed at on-screen content.
9. A transit ticket vending machine, comprising:
at least one processor;
at least one display screen;
at least one audio speaker; and
at least one non-transitory memory element communicatively coupled with and readable by the at least one processor, and having stored therein processor-readable instructions that when executed by the at least one processor cause the at least one processor to:
determine that a parameter associated with customer wait time to interact with the transit ticket vending machine is greater than or equal to a particular threshold value;
determine to increase customer throughput at the transit ticketing vending machine based on the parameter being greater than or equal to the particular threshold value;
determine to not default back to a screen saver after each transaction with the in-service ticketing device;
monitor an interaction with the in-service transit ticketing device by a particular customer based on the determination to increase customer throughput, wherein the monitoring comprises determining, using a camera of the in-service transit ticketing device that is directed to capture a particular customer's face, a location on a display of the in-service transit ticketing device to which the particular customer's gaze is directed;
identify demographic information associated with the particular customer using the camera of the in-service transit ticketing device;
identify on-screen content that is displayed on the location of the display;
determine that the particular customer is interested in the identified on-screen content based on the interaction being monitored using the camera; and
in response to determining to increase customer throughput and the determination that the particular customer is interested in the identified on-screen content, determining not to output at least some selected auxiliary content that is unrelated to the identified on-screen content while continuing to output the identified on-screen by at least one of the at least one display screen and the at least one audio speaker to decrease customer wait time to interact with the transit ticket vending machine device, wherein the at least some selected auxiliary content that is not outputted is selected based at least in part on the identified demographic information.
10. The transit ticket vending machine of claim 9 , wherein the processor-readable instructions when executed by the at least one processor cause the at least one processor to:
the parameter comprises an average customer wait time in a customer queue for the transit ticket vending machine; and
the particular threshold value comprises a time threshold value.
11. The transit ticket vending machine of claim 9 , wherein the processor-readable instructions when executed by the at least one processor cause the at least one processor to:
the parameter comprises a total number of customers in a customer queue for the transit ticket vending machine; and
the particular threshold value comprises an integer threshold value.
12. The transit ticket vending machine of claim 9 , further comprising at least one camera, and wherein:
the content matching the interest of the particular customer comprises a particular image or video content.
13. The transit ticket vending machine of claim 9 , further comprising at least one camera, and wherein:
the content matching the interest of the particular customer comprises particular audio content output by the at least one audio speaker.
14. The transit ticket vending machine of claim 9 , further comprising at least one camera, and wherein:
the content matching the interest of the particular customer comprises particular transit system status content output by at least one of the at least one display screen and the at least one audio speaker.
15. The transit ticket vending machine of claim 9 , further comprising at least one camera, and wherein:
the processor-readable instructions when executed by the at least one processor cause the at least one processor to adjust a location of display of particular on-screen content by the at least one display screen from a first location to a second different location based on the interest of the particular customer directed at on-screen content.
16. The transit ticket vending machine of claim 9 , wherein the processor-readable instructions when executed by the at least one processor cause the at least one processor to:
the processor-readable instructions when executed by the at least one processor cause the at least one processor to adjust a size or a dimension of particular on-screen content presented on the at least one display screen from a first size or dimension to a second different size or dimension based on the interest of the particular customer directed at on-screen content.
17. The transit ticket vending machine of claim 9 , further comprising an additional camera, and wherein the processor-readable instructions when executed by the at least one processor cause the at least one processor to:
monitor by the additional camera a customer queue for the transit ticket vending machine to derive the parameter associated with customer wait time.
18. The transit ticket vending machine of claim 9 , wherein the processor-readable instructions when executed by the at least one processor cause the at least one processor to:
overwrite a value of the particular threshold value to the at least one non-transitory memory element from a first value to a second different value in response to a detected user-input.
19. A method, comprising:
receiving, by a computing device, queue-specific status data for an in-service transit ticketing device of a transit system;
determining, by the computing device, to increase customer throughput at the in-service transit ticketing device based on the queue-specific status data;
determining, by the computing device, to regulate the output of at least one of audio content and image content by the in-service transit ticketing device based upon the determination to increase customer throughput;
determining, by the computing system, to not default back to a screen saver after each transaction with the in-service ticketing device;
in response to the determining to regulate the output, tracking gaze of a particular customer at on-screen content of a display of the in-service transit ticketing device, wherein the gaze tracking comprises determining, using a camera of the in-service transit ticketing device that is directed to capture the particular customer's face, a location on a display of the in-service transit ticketing device to which the particular customer's gaze is directed;
identifying demographic information associated with the particular customer using the camera of the in-service transit ticketing device;
identifying on-screen content that is displayed on the location of the display;
determining that the particular customer is interested in the identified on-screen content based on the interaction being monitored using the camera; and
determining not to output at least some selected auxiliary content that is unrelated to the identified on-screen content while continuing to output the identified on-screen content for presentation by the in-service transit ticketing device based on the determination to increase customer throughput and the determination that the particular customer is interested in the identified on-screen content, wherein the at least some selected auxiliary content that is not outputted is selected based at least in part on the identified demographic information.