US 11,669,762 B2
Apparatus and method for forecasted performance level adjustment and modification
Leopold Silberstein, Chicago, IL (US); Abhaya Parthy, Palo Alto, CA (US); and Boris Lerner, Chicago, IL (US)
Assigned to GROUPON, INC., Chicago, IL (US)
Filed by Groupon, Inc., Chicago, IL (US)
Filed on Oct. 20, 2021, as Appl. No. 17/506,294.
Application 17/506,294 is a continuation of application No. 15/840,452, filed on Dec. 13, 2017, granted, now 11,232,367.
Claims priority of provisional application 62/434,161, filed on Dec. 14, 2016.
Prior Publication US 2022/0108198 A1, Apr. 7, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06N 7/01 (2023.01); G06F 16/25 (2019.01)
CPC G06N 7/01 (2023.01) [G06F 16/258 (2019.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus comprising at least one processor and at least one memory coupled to the processor, wherein the processor is configured to at least:
receive, via a network, a datastream comprising a set of time-series data associated with an option data object;
determine a first forecasted performance level based at least in part on a portion of the time-series data associated with a first period of time and a first decay rate;
receive, via the network, an indication of an event associated with the datastream comprising an identification of a time at which a change in an operating parameter occurred;
based at least in part on receiving the indication of the event, determine a second decay rate;
determine a second forecasted performance level based at least on applying the second decay rate to a portion of the time-series data associated with a time period prior to the time at which the change in the operating parameter occurred; and
determine, based on at least the first forecasted performance level and the second forecasted performance level, a ranking of the option data object.