US 11,880,752 B2
Systems and methods for objective-based scoring using machine learning techniques
John Carnahan, Los Angeles, CA (US); Ajay Pondicherry, Beverly Hills, CA (US); and Vasanth Kumar, Cerritos, CA (US)
Assigned to Live Nation Entertainments, Inc., Beverly Hills, CA (US)
Filed by Live Nation Entertainment, Inc., Beverly Hills, CA (US)
Filed on Jul. 11, 2022, as Appl. No. 17/862,184.
Application 17/862,184 is a continuation of application No. 17/228,435, filed on Apr. 12, 2021, granted, now 11,388,170.
Application 17/228,435 is a continuation of application No. 16/572,026, filed on Sep. 16, 2019, granted, now 10,979,434, issued on Apr. 13, 2021.
Application 16/572,026 is a continuation of application No. 16/272,761, filed on Feb. 11, 2019, granted, now 10,419,440, issued on Sep. 17, 2019.
Application 16/272,761 is a continuation of application No. 15/983,475, filed on May 18, 2018, granted, now 10,205,728, issued on Feb. 12, 2019.
Claims priority of provisional application 62/508,917, filed on May 19, 2017.
Prior Publication US 2023/0050885 A1, Feb. 16, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 15/16 (2006.01); G06F 13/00 (2006.01); G06N 20/00 (2019.01); G06F 21/62 (2013.01); H04L 9/40 (2022.01); G06F 18/214 (2023.01); H04L 41/044 (2022.01)
CPC G06N 20/00 (2019.01) [G06F 18/2155 (2023.01); G06F 21/6218 (2013.01); H04L 41/044 (2013.01); H04L 63/0876 (2013.01); H04L 63/10 (2013.01); H04L 63/102 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for managing load for access rights to a resource, comprising:
receiving, at a primary load management system, a first communication from a first user device associated with a first user in a first time period, wherein the first communication corresponds to a first request for the access rights to the resource;
accessing a data store that stores a plurality of resource-affinity parameters, wherein:
each resource-affinity parameter of the plurality of resource-affinity parameters corresponds to a respective user of a plurality of users-registered with the primary load management system,
each resource-affinity parameter of the plurality of resource-affinity parameters being a value that represents a likelihood of the respective user to access the resource, and
the plurality of users is prioritized in a position queue based on the value of a corresponding resource-affinity parameter of the plurality of resource-affinity parameters;
identifying a first resource-affinity parameter of the plurality of resource-affinity parameters associated with the first user based on the first communication, wherein:
the first resource-affinity parameter indicates a negative labeling of the first user,
in the first resource-affinity parameter, the first user is labeled negative based on a transfer of the access rights of the resource from the first user device to a second user device associated with a second user in a second time period, and
the first time period is later than the second time period;
receiving, at a primary load management system, a second communication from a third user device associated with a third user of the plurality of users in the first time period, wherein the second communication corresponds to a second request for the access rights to the resource;
identifying a second resource-affinity parameter of the plurality of resource-affinity parameters associated with the third user based on the second communication, wherein:
the second resource-affinity parameter indicates a positive labeling of the third user,
in the second resource-affinity parameter, the third user is labeled positive based on an entrance of the third user device in a geofence perimeter of the resource in a third time period, and
the first time period is later than the third time period; and
modifying the position queue based on the positive labelling of the third user in the second resource-affinity parameter and the negative labelling of the first user in the first resource-affinity parameter, wherein the position queue is modified to allow the third user to access the resource before the first user.