CPC G01C 21/3469 (2013.01) [B60W 40/09 (2013.01); B60W 50/10 (2013.01); G01C 21/3484 (2013.01); G01C 21/3492 (2013.01); G01C 21/3617 (2013.01); G06Q 30/018 (2013.01); G06Q 30/0201 (2013.01); G06Q 30/0224 (2013.01); G07C 5/04 (2013.01); B60W 2510/0638 (2013.01); B60W 2530/209 (2020.02); B60W 2540/30 (2013.01); G06Q 50/06 (2013.01); G06Q 50/40 (2024.01)] | 17 Claims |
1. A method for operating a computing device including one or more processors, the method comprising:
receiving, by the computing device, trip data defining occurrence of a vehicle trip by a user in a vehicle;
using a trained model, by the computing device using the trip data, to predict levels of mindful driving behavior, wherein the trained model is configured to be trained by:
collecting one or more sets of training data corresponding to levels of mindful driving behavior, the sets of training data adapted to be collected from one or more sensors associated with the vehicle;
processing the one or more sets of training data with the trained model to determine one or more mindful driving features;
generating a predicted level of mindful driving based on the one or more mindful driving features, the predicted level of mindful driving including one or more parameters; and
adjusting the one or more parameters associated with the predicted level of mindful driving to update the trained model;
receiving, by the computing device, fuel-consumption data, from the one or more sensors associated with the vehicle;
receiving, by the computing device, vehicle information of the vehicle;
receiving, by the computing device, mindful driving data including information related to a mindful driving behavior of the user;
processing the mindful driving data by the computing device using the trained model to determine a level of mindful driving behavior of the user during the vehicle trip;
calculating a level of carbon offset reward based upon the level of mindful driving behavior, wherein the level of carbon offset reward represents a percentage value;
determining, by the computing device in response to the trip data, an amount of total carbon emission of the vehicle during the vehicle trip based upon the fuel-consumption data and the vehicle information;
calculating, by the computing device, an amount of carbon offset reward based upon the level of carbon offset reward and the amount of total carbon emission; and
determining a monetary value associated with the amount of carbon offset reward to plant trees.
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