Behavior-based distracting application detection on vehicles

• US 9,836,335 B2
• Filed: 10/02/2015
• Issued: 12/05/2017
• Est. Priority Date: 10/02/2015
• Status: Expired due to Fees

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Yang, Yafei, Cai, Liang, Guo, Xu
• Primary Examiner(s): DAO, TUAN C.
• Application Number:
  US14/873,518
• Publication Number:
  US 20170097857A1
• Time in Patent Office: 795 Days
• Field of Search: None
• CPC Class Codes: G06F 11/3024 where the computing system component is a central processing unit [CPU]
• CPC Class Codes: G06F 11/3409 for performance assessment
• CPC Class Codes: G06F 3/0488 using a touch-screen or digitiser, e.g. input of commands through traced gestures
• CPC Class Codes: G06F 9/542 Event management; Broadcasting; Multicasting; Notifications
• CPC Class Codes: G06Q 50/40 Business processes related to the transportation industry shipping G06Q10/083
• CPC Class Codes: H04W 4/80 Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication

Abstract

Techniques for operating a computer system for a vehicle are provided. An example method according to these techniques includes observing usage of at least one component of the computer system by an application to generate an application usage log for the application, deriving behavior vectors from the application usage log, determining whether the application is a distracting application by comparing the behavior vectors to one or more application safety rules, and limiting execution of the application responsive to determining that the application is a distracting application and based on status information associated with the vehicle.

Claims

1. A method for operating a computer system for a vehicle, the method comprising:

observing usage of at least one component of the computer system by an application of the computer system to generate an application usage log for the application;

deriving behavior vectors from the application usage log;

determining whether the application is a distracting application by comparing the behavior vectors to one or more application safety rules that define a threshold value for one or more behavior parameters, which if exceeded, indicates that the application is a distracting application;

limiting execution of the application while permitting access to other non-distracting applications on the computer system responsive to determining that the application is a distracting application and based on status information associated with the vehicle comprising information obtained from an engine control unit of the vehicle indicative that a speed of the vehicle exceeds a threshold speed; and

sending information indicative of the application being a distracting application to a content server responsive to determining that the application is a distracting application, the content server being configured to provide application content downloadable by the computer system.

2. The method of claim 1, wherein deriving the behavior vectors from the application usage log comprises calculating a behavior value for each of a plurality of behavior parameters associated with usage of the computer system.

3. The method of claim 2, wherein the plurality of behavior parameters comprises a frequency at which a user touches a touchscreen of the computer system while interacting with the application.

4. The method of claim 2, wherein the plurality of behavior parameters comprises a frequency at which a display of the computer system changes by more than a threshold amount over a predetermined period of time.

5. The method of claim 2, wherein the plurality of behavior parameters comprises an amount of audio or visual content output over a predetermined period of time.

6. The method of claim 2, wherein the plurality of behavior parameters comprises a frequency at which information is received over a network connection to be presented on a display of the computer system.

7. The method of claim 1, further comprising:

receiving updates to the one or more application safety rules via a wireless connection of the computer system.

8. The method of claim 1, wherein determining whether the application is a distracting application by comparing the behavior vectors to the one or more application safety rules further comprises:

sending information about the application to the content server for analysis, the content server being located remotely from the vehicle, the information about the application comprising the application usage log for the application; and

receiving information from the content server indicative of whether the application is a distracting application.

9. The method of claim 1, wherein limiting the execution of the application comprises limiting functionality of the application based on information indicative of a gear in which the vehicle is in obtained from an engine control unit of the vehicle and a type of distraction presented by the application.

10. The method of claim 1, further comprising:

determining whether the application is identified as being a non-distracting application in information that has been collected from a plurality of computer systems for vehicles by the content server, and wherein sending the information indicative of the application being a distracting application to the content server responsive to determining that the application is a distracting application.

11. A computer system for a vehicle, the computer system comprising:

means for observing usage of at least one component of the computer system by an application of the computer system to generate an application usage log for the application;

means for deriving behavior vectors from the application usage log;

means for determining whether the application is a distracting application by comparing the behavior vectors to one or more application safety rules that define a threshold value for one or more behavior parameters, which if exceeded, indicates that the application is a distracting application;

means for limiting execution of the application while permitting access to other non-distracting applications on the computer system responsive to determining that the application is a distracting application and based on status information associated with the vehicle comprising information obtained from an engine control unit of the vehicle indicative that a speed of the vehicle exceeds a threshold speed; and

means for sending information indicative of the application being a distracting application to a content server responsive to determining that the application is a distracting application, the content server being configured to provide application content downloadable by the computer system.

12. The computer system of claim 11, wherein the means for deriving the behavior vectors from the application usage log comprise means for calculating a behavior value for each of a plurality of behavior parameters associated with usage of the computer system.

13. The computer system of claim 12, wherein the plurality of behavior parameters comprises a frequency at which a user touches a touchscreen of the computer system while interacting with the application.

14. The computer system of claim 12, wherein the plurality of behavior parameters comprises a frequency at which a display of the computer system changes by more than a threshold amount over a predetermined period of time.

15. The computer system of claim 12, wherein the plurality of behavior parameters comprises an amount of audio or visual content output over a predetermined period of time.

16. The computer system of claim 12, wherein the plurality of behavior parameters comprises a frequency wherein the plurality of behavior parameters comprises a frequency at which information is received over a network connection to be presented on a display of the computer system.

17. The computer system of claim 11, further comprising:

receiving updates to the one or more application safety rules via a wireless connection of the computer system.

18. The computer system of claim 11, wherein determining whether the application is a distracting application by comparing the behavior vectors to the one or more application safety rules further comprises:

sending information about the application to the content server for analysis, the content server being located remotely from the vehicle, the information about the application comprising the application usage log for the application; and

receiving information from the content server indicative of whether the application is a distracting application.

19. A computer system for a vehicle, the computer system comprising:

a memory; and

at least one processor coupled to the memory, the at least one processor being configured to;

observe usage of at least one component of the computer system by an application of the computer system to generate an application usage log for the application;

derive behavior vectors from the application usage log;

determine whether the application is a distracting application by comparing the behavior vectors to one or more application safety rules that define a threshold value for one or more behavior parameters, which if exceeded, indicates that the application is a distracting application;

limit execution of the application while permitting access to other non-distracting applications on the computer system responsive to determining that the application is a distracting application and based on status information associated with the vehicle comprising information obtained from an engine control unit of the vehicle indicative that a speed of the vehicle exceeds a threshold speed; and

send information indicative of the application being a distracting application to a content server responsive to determining that the application is a distracting application, the content server being configured to provide application content downloadable by the computer system.

20. The computer system of claim 19, wherein the at least one processor being configured to derive the behavior vectors from the application usage log is configured to calculate a behavior value for each of a plurality of behavior parameters associated with usage of the computer system.

21. The computer system of claim 20, wherein the plurality of behavior parameters comprises at least one of:

a frequency at which a user touches a touchscreen of the computer system while interacting with the application,

a frequency at which a display of the computer system changes by more than a threshold amount over a first predetermined period of time,

a frequency at which the display of the computer system changes by more than a threshold amount over a second predetermined period of time, and

a frequency at which information is presented.

22. The computer system of claim 19, wherein the at least one processor is further configured to:

receive updates to the one or more application safety rules via a wireless connection of the computer system.

23. The computer system of claim 19, wherein the at least one processor being configured to determine whether the application is a distracting application by comparing the behavior vectors to the one or more application safety rules is further configured to:

send information about the application to the content server for analysis, the content server being located remotely from the vehicle, the information about the application comprising the application usage log for the application; and

receive information from the content server indicative of whether the application is a distracting application.

24. A non-transitory, computer-readable medium, having stored thereon computer-readable instructions for operating a computer system of a vehicle, comprising instructions configured to cause the computer system to:

observe usage of at least one component of the computer system by an application of the computer system to generate an application usage log for the application;

derive behavior vectors from the application usage log;

determine whether the application is a distracting application by comparing the behavior vectors to one or more application safety rules that define a threshold value for one or more behavior parameters, which if exceeded, indicates that the application is a distracting application;

limit execution of the application while permitting access to other non-distracting applications on the computer system responsive to determining that the application is a distracting application and based on status information associated with the vehicle comprising information obtained from an engine control unit of the vehicle indicative that a speed of the vehicle exceeds a threshold speed; and

send information indicative of the application being a distracting application to a content server responsive to determining that the application is a distracting application, the content server being configured to provide application content downloadable by the computer system.

25. The non-transitory, computer-readable medium of claim 24, wherein the instructions configured to cause the computer system to derive the behavior vectors from the application usage log comprise instructions configured to cause the computer system to calculate a behavior value for each of a plurality of behavior parameters associated with usage of the computer system.

26. The non-transitory, computer-readable medium of claim 25, wherein the plurality of behavior parameters comprises at least one of:

a frequency at which a user touches a touchscreen of the computer system while interacting with the application,

a frequency at which a display of the computer system changes by more than a threshold amount over a first predetermined period of time,

a frequency at which the display of the computer system changes by more than a threshold amount over a second predetermined period of time, and

a frequency at which information is presented.

27. The non-transitory, computer-readable medium of claim 24, further comprising instructions configured to cause the computer system to:

receive updates to the one or more application safety rules via a wireless connection of the computer system.

28. The non-transitory, computer-readable medium of claim 24, wherein the instructions configured to cause the computer system to determine whether the application is a distracting application by comparing the behavior vectors to the one or more application safety rules further comprise instructions configured to cause the computer system to:

send information about the application to the content server for analysis, the content server being located remotely from the vehicle, the information about the application comprising the application usage log for the application; and

receive information from the content server indicative of whether the application is a distracting application.