US 12,094,024 B1
Dynamically generating and updating multipliers for a transportation matching system using machine learning
Ricky Chachra, San Francisco, CA (US); Tzu-Hsin Chiao, Seattle, WA (US); Ashivni Shekhawat, Emeryville, CA (US); Christopher Sholley, San Francisco, CA (US); Jerome Hong-Phat Thai, Berkeley, CA (US); and Adriel Frederick, Berkeley, CA (US)
Assigned to Lyft, Inc., San Francisco, CA (US)
Filed by Lyft, Inc., San Francisco, CA (US)
Filed on Sep. 18, 2023, as Appl. No. 18/469,127.
Application 18/469,127 is a continuation of application No. 18/059,071, filed on Nov. 28, 2022, granted, now 11,763,411.
Application 18/059,071 is a continuation of application No. 16/921,698, filed on Jul. 6, 2020, granted, now 11,514,546, issued on Nov. 29, 2022.
Application 16/921,698 is a continuation of application No. 15/810,028, filed on Nov. 11, 2017, granted, now 10,706,487, issued on Jul. 7, 2020.
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 7/70 (2006.01); G06Q 50/40 (2024.01); H04W 4/021 (2018.01); H04W 4/40 (2018.01); G06N 20/00 (2019.01)
CPC G06Q 50/40 (2024.01) [H04W 4/021 (2013.01); H04W 4/40 (2018.02); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
generating, utilizing one or more machine learners, a first set of parameters indicating a first number of transportation requests that can be processed for a geographic area at a first time period;
determining a first multiplier for the geographic area at the first time period based on the first set of parameters;
providing, for display on a provider device, a first graphical indicator of the first multiplier for the geographic area;
generating, utilizing the one or more machine learners, a second set of parameters indicating a second number of transportation requests that can be processed for the geographic area at a second time period;
determining a second multiplier for the geographic area at the second time period based on the second set of parameters; and
providing, for display on one or more provider devices, a second graphical indicator of the second multiplier for the geographic area.