US 11,924,215 B2
Enhanced value component predictions using contextual machine-learning models
John Carnahan, Los Angeles, CA (US); and Mathieu Rodrigue, Los Angeles, CA (US)
Assigned to Live Nation Entertainment, Inc., Beverly Hills, CA (US)
Filed by Live Nation Entertainment, Inc., Beverly Hills, CA (US)
Filed on Sep. 22, 2022, as Appl. No. 17/950,930.
Application 17/950,930 is a continuation of application No. 17/062,773, filed on Oct. 5, 2020, granted, now 11,457,015.
Application 17/062,773 is a continuation of application No. 16/714,154, filed on Dec. 13, 2019, granted, now 10,798,099, issued on Oct. 6, 2020.
Claims priority of provisional application 62/779,750, filed on Dec. 14, 2018.
Prior Publication US 2023/0102137 A1, Mar. 30, 2023
Int. Cl. H04L 9/40 (2022.01); G06F 16/903 (2019.01); G06F 21/00 (2013.01); G06F 21/60 (2013.01); G06F 21/62 (2013.01); G06N 20/00 (2019.01)
CPC H04L 63/102 (2013.01) [G06F 16/903 (2019.01); G06F 21/604 (2013.01); G06F 21/62 (2013.01); G06F 21/6209 (2013.01); G06F 21/6218 (2013.01); G06N 20/00 (2019.01); H04L 63/205 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A computer-implemented method for reassignment of assigned access rights for resources, comprising:
collecting, at a primary load management system, a data set from a plurality of user devices, wherein the data set is associated with an interaction between a user device of the plurality of user devices and the primary load management system;
receiving, at a secondary load management system, a constraint for querying one or more databases;
querying the one or more databases using the constraint, the querying causing one or more assigned access rights of a set of assigned access rights to be identified, each assigned access right of the one or more assigned access rights satisfying the constraint;
receiving, at the secondary load management system, a signal from an access-right requester device, the signal requesting that an assigned access right of the one or more assigned access rights be reassigned to the access-right requester device, wherein the assigned access right for a resource is assigned to an access-right holder device associated with an access right holder;
generating a context vector associated with an access-right requester, the context vector is generated based on one or more features associated with the access-right requester device, or a particular assigned access right;
determining classification of the access-right requester in a plurality of clusters based on the context vector, wherein a first cluster of the plurality of cluster corresponds to a first type of user, and a second cluster of the plurality of clusters corresponds to a second type of user; and
displaying, at an interface, reassigning the assigned access right to the access-right requester based on the classification of the access-right requester in the plurality of clusters, wherein:
when the access-right requester is classified in the first cluster, the access-right requester is reassigned with a first value of the assigned access right,
when the access-right requester is classified in the second cluster, the access-right requester is reassigned with a second value of the assigned access right, and
the first value of the assigned access right is different from the second value of the assigned access right.