US 12,348,524 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 Mar. 4, 2024, as Appl. No. 18/595,301.
Application 18/595,301 is a continuation of application No. 17/950,930, filed on Sep. 22, 2022, granted, now 11,924,215.
Application 17/950,930 is a continuation of application No. 17/062,773, filed on Oct. 5, 2020, granted, now 11,457,015, issued on Sep. 27, 2022.
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 2024/0291823 A1, Aug. 29, 2024
This patent is subject to a terminal disclaimer.
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)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for generating value prediction for a reassignment value condition, comprising:
receiving an assigned access right information of a plurality of assigned access rights at a secondary load management system from an access-right holder device, the assigned access right information includes a user identifier of an access-right holder;
generating a visual indicator based on the assigned access right information;
displaying the visual indicator on an interface of the secondary load management system;
enabling user to request reassignment of the assigned access right;
receiving a query for the plurality of assigned access rights available for reassignment process that satisfy a particular constraint, wherein the query is received from an access-right requestor device;
generating a signal on initiating reassignment process by the access-right requestor device on receiving the query;
initiating, by the secondary load management system, reassignment of the plurality of assigned access rights in response to the signal;
receiving, by a contextual bandit learner, the signal indicating that the reassignment process has been initiated, wherein the contextual bandit learner enables real-time collection of attributes from the plurality of assigned access rights;
generating a user vector by the contextual bandit learner to represent a contextual information of the access-right requestor device;
inputting the user vector into a contextual machine-learning model associated with the contextual bandit learner;
generating, by the contextual machine-learning model, an output corresponding to a prediction of a value component of the reassignment value condition for the assigned access right;
calculating the reassignment value condition by a value server;
transferring the assigned access right from the access-right holder to an access-right requestor associated with the access-right requestor device based on the reassignment value condition with a digital access-enabling code associated with the assigned access right.