Detecting driving and modifying access to a user device
Systems and methods are included for detecting driving based on user-specific models for driving detection, and restricting access to an application of the user device while a user is driving. A management agent installed on the user device can collect data from sensors in a user device and provide the data to a management server, which can build a user-specific model for driving detection for that user. The management agent can then use that user-specific model for detecting when the user is driving. When the agent determines that the user is driving, it can enforce a driving policy that limits access to applications and delay or modify notifications generated by applications.
1. A method for applying customized driving policies to different user devices, comprising:
establishing a driving policy to be carried out by a first user device of a first user and a second user device of a second user;
receiving information from the first and second user devices;
training a first model customized to the first user device, the first model being trained using the information received from the first user device;
training a second model customized to the second user device, the second model being trained using the information received from the second user device, wherein the second model is different than the first model;
sending the first model to the first user device;
sending the second model to the second user device; and
instructing the first and second user devices to enforce the driving policy by performing stages comprising:
detecting, by the respective model, based on information generated by the respective user device without manual input by the respective user and without input from a device external to the respective user device, that the respective user is in a vehicle;
determining, by the respective model, based on the generated information, whether the respective user is driving the vehicle; and
in response to determining that the respective user is driving the vehicle, enforcing the driving policy for the respective user device,
wherein enforcing the driving policy comprises limiting access to the application installed on the respective user device, and
wherein enforcing the driving policy comprises delaying or modifying notifications generated by the application installed on the respective user device.
2. The method of claim 1 , wherein the information from the respective user device comprises user-interaction data.
3. The method of claim 1 , wherein limiting access to the application comprises preventing the application from executing on the respective user device.
4. The method of claim 1 , wherein enforcing the driving policy comprises locking the respective user device.
5. The method of claim 1 , wherein modifying notifications generated by the application comprises downgrading a priority level of the notifications.
6. The method of claim 1 , wherein enforcing the driving policy comprises temporarily replacing a soft keyboard of the respective user device with a limited soft keyboard that prevents typing by the respective user while the driving policy is being enforced.
7. The method of claim 1 , wherein enforcing the driving policy comprises automatically responding to at least one of an incoming email, SMS, MMS, or message with a communication indicating the respective user is currently driving.
8. A non-transitory, computer-readable medium comprising instructions that, when executed by at least one hardware-based processor, cause the processor to perform stages for applying customized driving policies to different user devices, the stages comprising:
establishing a driving policy to be carried out by a first user device of a first user and a second user device of a second user;
receiving information from the first and second user devices;
training a first model customized to the first user device, the first model being trained using the information received from the first user device;
training a second model customized to the second user device, the second model being trained using the information received from the second user device, wherein the second model is different than the first model;
sending the first model to the first user device;
sending the second model to the second user device; and
instructing the first and second user devices to enforce the driving policy by performing stages comprising:
detecting, based on information generated by the respective user device without manual input by the respective user and without input from a device external to the respective user device, that the respective user is in a vehicle;
determining, based on the generated information, whether the respective user is driving the vehicle; and
in response to determining that the respective user is driving the vehicle, enforcing the driving policy for the respective user device,
wherein enforcing the driving policy comprises limiting access to the application installed on the respective user device, and
wherein enforcing the driving policy comprises delaying or modifying notifications generated by the application installed on the respective user device.
9. The non-transitory, computer-readable medium of claim 8 , wherein the information from the respective user device comprises user-interaction data.
10. The non-transitory, computer-readable medium of claim 8 , wherein limiting access to the application comprises preventing the application from executing on the respective user device.
11. The non-transitory, computer-readable medium of claim 8 , wherein enforcing the driving policy comprises locking the respective user device.
12. The non-transitory, computer-readable medium of claim 8 , wherein modifying notifications generated by the application comprises downgrading a priority level of the notifications.
13. The non-transitory, computer-readable medium of claim 8 , wherein enforcing the driving policy comprises temporarily replacing a soft keyboard of the respective user device with a limited soft keyboard that prevents typing by the respective user while the driving policy is being enforced.
14. The non-transitory, computer-readable medium of claim 8 , wherein enforcing the driving policy comprises automatically responding to at least one of an incoming email, SMS, MMS, or message with a communication indicating the respective user is currently driving.
15. A system for applying customized driving policies to different user devices, comprising:
a server having a processor that executes instructions of a non-transitory, computer-readable medium to perform stages comprising:
establishing a driving policy to be carried out by a first user device of a first user and a second user device of a second user;
receiving information from the first and second user devices;
training a first model customized to the first user device, the first model being trained using the information received from the first user device;
training a second model customized to the second user device, the second model being trained using the information received from the second user device, wherein the second model is different than the first model;
sending the first model to the first user device;
sending the second model to the second user device; and
instructing the first and second user devices to enforce the driving policy by performing stages comprising:
detecting, by the respective model, based on information generated by the respective user device without manual input by the respective user and without input from a device external to the respective user device, that the respective user is in a vehicle;
determining, by the respective model, based on the generated information, whether the respective user is driving the vehicle; and
in response to determining that the respective user is driving the vehicle, enforcing the driving policy for the respective user device,
wherein enforcing the driving policy comprises limiting access to the application installed on the respective user device, and
wherein enforcing the driving policy comprises delaying or modifying notifications generated by the application installed on the respective user device.
16. The system of claim 15 , wherein limiting access to the application comprises preventing the application from executing on the respective user device.
17. The system of claim 15 , wherein enforcing the driving policy comprises locking the respective user device.
18. The system of claim 15 , wherein modifying notifications generated by the application comprises downgrading a priority level of the notifications.
19. The system of claim 15 , wherein enforcing the driving policy comprises temporarily replacing a soft keyboard of the respective user device with a limited soft keyboard that prevents typing by the respective user while the driving policy is being enforced.
20. The system of claim 15 , wherein enforcing the driving policy comprises automatically responding to at least one of an incoming email, SMS, MMS, or message with a communication indicating the respective user is currently driving.