Subjective route risk mapping and mitigation
A system for determining a subjective risk score may include a vehicle and/or a computing device associated with a user travelling within the vehicle. The computing device may receive input from the user when the user feels a sense of unease regarding a particular road segment upon which the vehicle is traveling. The system may further include a subjective risk analysis computing system that may be communicatively coupled to the computing device. The subjective risk analysis computing system may receive subjective risk information corresponding to the user's sense of unease regarding particular road segments and may process the subjective risk information to determine a subjective risk score for each of a plurality of road segments along a route. An insurance company may use this information to determine whether to adjust a quote or premium of an insurance policy.
1. A route analysis computer system, comprising:
at least one processor; and
memory storing instructions that, when executed by the at least one processor, cause the route analysis computer system to:
receive, from a computing device associated with a user travelling within a vehicle, a biometric signal representative of a level of unease or alertness being experienced by the user during a subjective risk event on a road segment of a plurality of road segments along a route,
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving the biometric signal from the computing device associated with the user travelling within the vehicle in near real-time, and
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving sensor data produced by a biometric sensor;
analyze the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine a subjective risk score for the road segment of the plurality of road segments;
adjust the subjective risk score determined for the road segment of the plurality of road segments based on information indicating a relationship of the user to an owner of the vehicle, wherein adjusting the subjective risk score determined for the road segment of the plurality of road segments produces an adjusted subjective risk score for the road segment of the plurality of road segments;
update risk information stored in one or more databases based on the adjusted subjective risk score for the road segment of the plurality of road segments;
send an alert to the computing device associated with the user travelling within the vehicle based on the adjusted subjective risk score for the road segment of the plurality of road segments exceeding a threshold;
display, via a vehicle display device, the adjusted subjective risk score based on the information indicating the relationship of the user to the owner of the vehicle; and
overlay, on a digital map, the adjusted subjective risk score for the road segment of the plurality of road segments over geographic information associated with the road segment of the plurality of road segments.
2. The route analysis computer system of claim 1 , wherein the memory stores additional instructions that, when executed by the at least one processor, cause the route analysis computer system to:
cause the vehicle display device to:
display the road segment in a first color, and
display a second road segment, of the plurality of road segments and having an adjusted subjective risk score different from the adjusted subjective risk score of the road segment, in a second color.
3. The route analysis computer system of claim 1 , wherein the information indicating the relationship of the user to an owner of the vehicle indicates that the vehicle is a rental vehicle.
4. The route analysis computer system of claim 1 , wherein analyzing the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine the subjective risk score for the road segment of the plurality of road segments comprises determining that the level of unease or alertness being experienced by the user during the subjective risk event is increased when information produced by a heartrate sensor indicates an increase in a heart rate of the user.
5. The route analysis computer system of claim 1 , wherein the memory stores additional instructions that, when executed by the at least one processor, cause the route analysis computer system to:
receive, from the computing device associated with the user travelling within the vehicle, a pressure signal associated with a pressure transducer in the vehicle; and
analyze the pressure signal when determining the subjective risk score for the road segment of the plurality of road segments.
6. The route analysis computer system of claim 1 , wherein the memory stores additional instructions that, when executed by the at least one processor, cause the route analysis computer system to:
receive, from the computing device associated with the user travelling within the vehicle, image data associated with an imaging device in the vehicle; and
analyze the image data when determining the subjective risk score for the road segment of the plurality of road segments.
7. The route analysis computer system of claim 1 , wherein the memory stores additional instructions that, when executed by the at least one processor, cause the route analysis computer system to:
receive, from the computing device associated with the user travelling within the vehicle, location data associated with a global positioning system (GPS) device in the vehicle; and
analyze the location data when determining the subjective risk score for the road segment of the plurality of road segments.
8. A method, comprising:
at a route analysis computer system comprising at least one processor and memory:
receiving, by the at least one processor, from a computing device associated with a user travelling within a vehicle, a biometric signal representative of a level of unease or alertness being experienced by the user during a subjective risk event on a road segment of a plurality of road segments along a route,
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving the biometric signal from the computing device associated with the user travelling within the vehicle in near real-time, and
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving sensor data produced by a biometric sensor;
analyzing, by the at least one processor, the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine a subjective risk score for the road segment of the plurality of road segments;
adjusting, by the at least one processor, the subjective risk score determined for the road segment of the plurality of road segments based on information indicating a relationship of the user to an owner of the vehicle, wherein adjusting the subjective risk score determined for the road segment of the plurality of road segments produces an adjusted subjective risk score for the road segment of the plurality of road segments;
updating, by the at least one processor, risk information stored in one or more databases based on the adjusted subjective risk score for the road segment of the plurality of road segments;
sending, by the at least one processor, an alert to the computing device associated with the user travelling within the vehicle based on the adjusted subjective risk score for the road segment of the plurality of road segments exceeding a threshold;
displaying, via a vehicle display device, the adjusted subjective risk score based on the information indicating the relationship of the user to the owner of the vehicle; and
overlaying, on a digital map, the adjusted subjective risk score for the road segment of the plurality of road segments over geographic information associated with the road segment of the plurality of road segments.
9. The method of claim 8 , further comprising:
causing the vehicle display device to:
display the road segment in a first color, and
display a second road segment, of the plurality of road segments and having an adjusted subjective risk score different from the adjusted subjective risk score of the road segment, in a second color.
10. The method of claim 8 , wherein the relationship of the user to an owner of the vehicle indicates that the vehicle is a rental vehicle.
11. The method of claim 8 , wherein analyzing the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine the subjective risk score for the road segment of the plurality of road segments comprises determining that the level of unease or alertness being experienced by the user during the subjective risk event is increased when information produced by a heartrate sensor indicates an increase in a heart rate of the user.
12. The method of claim 8 , comprising:
receiving, by the at least one processor, from the computing device associated with the user travelling within the vehicle, a pressure signal associated with a pressure transducer in the vehicle; and
analyzing, by the at least one processor, the pressure signal when determining the subjective risk score for the road segment of the plurality of road segments.
13. The method of claim 8 , comprising:
receiving, by the at least one processor, from the computing device associated with the user travelling within the vehicle, image data associated with an imaging device in the vehicle; and
analyzing, by the at least one processor, the image data when determining the subjective risk score for the road segment of the plurality of road segments.
14. The method of claim 8 , comprising:
receiving, by the at least one processor, from the computing device associated with the user travelling within the vehicle, location data associated with a global positioning system (GPS) device in the vehicle; and
analyzing, by the at least one processor, the location data when determining the subjective risk score for the road segment of the plurality of road segments.
15. One or more non-transitory computer-readable media storing instructions that, when executed by a route analysis computer system comprising at least one processor and memory, cause the route analysis computer system to:
receive, from a computing device associated with a user travelling within a vehicle, a biometric signal representative of a level of unease or alertness being experienced by the user during a subjective risk event on a road segment of a plurality of road segments along a route,
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving the biometric signal from the computing device associated with the user travelling within the vehicle in near real-time, and
wherein receiving the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments comprises receiving sensor data produced by a biometric sensor;
analyze the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine a subjective risk score for the road segment of the plurality of road segments;
adjust the subjective risk score determined for the road segment of the plurality of road segments based on information indicating a relationship of the user to an owner of the vehicle, wherein adjusting the subjective risk score determined for the road segment of the plurality of road segments produces an adjusted subjective risk score for the road segment of the plurality of road segments;
update risk information stored in one or more databases based on the adjusted subjective risk score for the road segment of the plurality of road segments;
send an alert to the computing device associated with the user travelling within the vehicle based on the adjusted subjective risk score for the road segment of the plurality of road segments exceeding a threshold;
display, via a vehicle display device, the adjusted subjective risk score based on the information indicating the relationship of the user to the owner of the vehicle; and
overlay, on a digital map, the adjusted subjective risk score for the road segment of the plurality of road segments over geographic information associated with the road segment of the plurality of road segments.
16. The one or more non-transitory computer-readable media of claim 15 , storing additional instructions that, when executed by the route analysis computer system, cause the route analysis computer system to:
display the road segment in a first color, and
display a second road segment, of the plurality of road segments and having an adjusted subjective risk score different from the adjusted subjective risk score of the road segment, in a second color.
17. The one or more non-transitory computer-readable media of claim 15 , wherein the relationship of the user to an owner of the vehicle indicates that the vehicle is a rental vehicle.
18. The one or more non-transitory computer-readable media of claim 15 , wherein analyzing the biometric signal representative of the level of unease or alertness being experienced by the user during the subjective risk event on the road segment of the plurality of road segments to determine the subjective risk score for the road segment of the plurality of road segments comprises determining that the level of unease or alertness being experienced by the user during the subjective risk event is increased when information produced by a heartrate sensor indicates an increase in a heart rate of the user.
19. The one or more non-transitory computer-readable media of claim 15 , storing additional instructions that, when executed by the route analysis computer system, cause the route analysis computer system to:
receive, from the computing device associated with the user travelling within the vehicle, a pressure signal associated with a pressure transducer in the vehicle; and
analyze the pressure signal when determining the subjective risk score for the road segment of the plurality of road segments.
20. The one or more non-transitory computer-readable media of claim 15 , storing additional instructions that, when executed by the route analysis computer system, cause the route analysis computer system to:
receive, from the computing device associated with the user travelling within the vehicle, image data associated with an imaging device in the vehicle; and
analyze the image data when determining the subjective risk score for the road segment of the plurality of road segments.