Trip anomaly detection system
View Patent ↗An anomaly detection system is provided in connection with a transport service. The anomaly detection system can monitor progress of the transport service using received location data from driver and/or user mobile devices. During the progress of the transport service, the anomaly detection system can determine a probable anomaly by determining that a geographic position of the driver's vehicle has remained static for a period of time exceeding a threshold period of time, and in response to determining the probable anomaly, transmit a notification message to at least one of the driver and user mobile devices.
1. A computing system comprising:
one or more processors; and
one or more memory resources storing instructions that, when executed by the one or more processors, cause the computing system to:
assign a driver of a vehicle to provide a transport service for a user, wherein the driver operates a driver mobile device and the user operates a user mobile device;
receive, over one or more networks, location data from a location-aware resource of the driver mobile device or a location-aware resource of the user mobile device;
monitor progress of the transport service using the received location data;
during the progress of the transport service, determine a probable anomaly by determining, using the location-aware resource of the driver mobile device or the location-aware resource of the user mobile device, that a geographic position of the vehicle has remained static for a period of time exceeding a threshold period of time; and
in response to determining the probable anomaly, transmit, over the one or more networks, a notification message to at least one of the driver mobile device or the user mobile device, wherein the notification message includes a warning message or a status query.
2. The computing system of claim 1 , wherein the executed instructions further cause the computing system to:
raise or lower the threshold period of time based on a reputation factor of the driver, wherein the reputation factor includes (i) a complaint history of the driver, and (ii) reputation indicators of the driver received or retrieved from third-party resources.
3. The computing system of claim 1 , wherein the executed instructions further cause the computing system to:
raise or lower the threshold period of time based on a comparison between a user profile of the user and a driver profile of the driver, the user profile comprising one or more user preferences, and the driver profile comprising reputation data for the driver.
4. The computing system of claim 1 , wherein the executed instructions further cause the computing system to:
utilize environmental data for a region including the geographic position of the vehicle to raise or lower the threshold period of time.
5. The computing system of claim 4 , wherein the environmental data includes traffic data, police report data, local news, and crime data.
6. The computing system of claim 1 , wherein the notification message transmitted to the user mobile device includes the status query.
7. The computing system of claim 6 , wherein the executed instructions further cause the computing system to:
in response to the status query, receive an indication of a negative condition from the user mobile device; and
in response to receiving the indication, transmit a driver directive to the driver mobile device indicating the negative condition.
8. The computing system of claim 1 , wherein the executed instructions further cause the computing system to:
provide a selectable emergency feature on a graphical user interface of the user mobile device; and
receive a user selection of the selectable emergency feature.
9. The computing system of claim 1 , wherein the location-aware resource of the driver mobile device and the location-aware resource of the user mobile device are global positioning system receivers.
10. A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a computing system, cause the computing system to:
assign a driver of a vehicle to provide a transport service for a user, wherein the driver operates a driver mobile device and the user operates a user mobile device;
receive, over one or more networks, location data from a location-aware resource of the driver mobile device or a location-aware resource of the user mobile device;
monitor progress of the transport service using the received location data;
during the progress of the transport service, determine a probable anomaly by determining, using the location-aware resource of the driver mobile device or the location-aware resource of the user mobile device, that a geographic position of the vehicle has remained static for a period of time exceeding a threshold period of time; and
in response to determining the probable anomaly, transmit, over the one or more networks, a notification message to at least one of the driver mobile device or the user mobile device, wherein the notification message includes a warning message or a status query.
11. The non-transitory computer-readable medium of claim 10 , wherein the executed instructions further cause the computing system to:
raise or lower the threshold period of time based on a reputation factor of the driver, wherein the reputation factor includes (i) a complaint history of the driver, and (ii) reputation indicators of the driver received or retrieved from third-party resources.
12. The non-transitory computer-readable medium of claim 10 , wherein the executed instructions further cause the computing system to:
raise or lower the threshold period of time based on a comparison between a user profile of the user and a driver profile of the driver, the user profile comprising one or more user preferences, and the driver profile comprising reputation data for the driver.
13. The non-transitory computer-readable medium of claim 10 , wherein the executed instructions further cause the computing system to:
utilize environmental data for a region including the geographic position of the vehicle to raise or lower the threshold period of time.
14. The non-transitory computer-readable medium of claim 13 , wherein the environmental data includes traffic data, police report data, local news, and crime data.
15. The non-transitory computer-readable medium of claim 10 , wherein the notification message transmitted to the user mobile device includes the status query.
16. The non-transitory computer-readable medium of claim 15 , wherein the executed instructions further cause the computing system to:
in response to the status query, receive an indication of a negative condition from the user mobile device; and
in response to receiving the indication, transmit a driver directive to the driver mobile device indicating the negative condition.
17. The non-transitory computer-readable medium of claim 10 , wherein the executed instructions further cause the computing system to:
provide a selectable emergency feature on a graphical user interface of the user mobile device; and
receive a user selection of the selectable emergency feature.
18. The non-transitory computer-readable medium of claim 10 , wherein the location-aware resource of the driver mobile device and the location-aware resource of the user mobile device are global positioning system receivers.
19. A computer-implemented method for detecting transport service anomalies, the method performed by one or more processors of a computing system and comprising:
assigning a driver of a vehicle to provide a transport service for a user, wherein the driver operates a driver mobile device and the user operates a user mobile device;
receiving, over one or more networks, location data from a location-aware resource of the driver mobile device or a location-aware resource of the user mobile device;
monitoring progress of the transport service using the received location data;
during the progress of the transport service, determining a probable anomaly by determining, using the location-aware resource of the driver mobile device or the location-aware resource of the user mobile device, that a geographic position of the vehicle has remained static for a period of time exceeding a threshold period of time; and
in response to determining the probable anomaly, transmitting, over the one or more networks, a notification message to at least one of the driver mobile device or the user mobile device, wherein the notification message includes a warning message or a status query.
20. The computer-implemented method of claim 19 , wherein the location-aware resource of the driver mobile device and the location-aware resource of the user mobile device are global positioning system receivers.