| CPC H04W 4/024 (2018.02) [G06F 18/22 (2023.01); H04B 17/318 (2015.01); H04W 4/025 (2013.01); H04W 4/029 (2018.02); H04W 4/80 (2018.02)] | 20 Claims |

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1. A method comprising:
detecting, by a hardware processor of a network system, an initiation of a request for a transportation service at a client device of a user;
receiving an indication of a location of the client device and corresponding signal strengths of nearby Wi-Fi and Bluetooth access points observed by the client device;
determining a telematics vector associated with the client device based on the signal strengths of nearby Wi-Fi and Bluetooth access points;
based on the location of the client device and the telematics vector associated with the client device, identifying one or more top ranked elevation-aware hotspots; and
causing, by the network system on a user interface on the client device of the user, presentation of a pickup point recommendation that includes the one or more top ranked elevation-aware hotspots.
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