Quantifying mobility of mobile devices via a privacy preserving mobility metric

• US 9,924,321 B1
• Filed: 09/29/2017
• Issued: 03/20/2018
• Est. Priority Date: 06/26/2013
• Status: Active Grant

• Current Assignee: Quantcast
• Original Assignee: Quantcast
• Inventors: Murff, Scott Michael
• Primary Examiner(s): Hong, Dung
• Application Number:
  US15/719,549
• Time in Patent Office: 172 Days
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04W 4/02 Services making use of location information
• CPC Class Codes: H04W 4/023 using mutual or relative location information between multiple location based services [LBS] targets or of distance thresholds
• CPC Class Codes: H04W 4/029 Location-based management or tracking services
• CPC Class Codes: H04W 64/00 Locating users or terminals or network equipment for network management purposes, e.g. mobility management
• CPC Class Codes: H04W 64/003 locating network equipment
• CPC Class Codes: H04W 64/006 with additional information processing, e.g. for direction or speed determination
• CPC Class Codes: H04W 8/02 Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks

Abstract

Embodiments of the invention generate metrics quantifying the mobility of a mobile device without persisting information related to the device'"'"'s specific location at any given time. Specifically, at multiple intervals, a value of a mobility metric is computed based on the distance between the current location of the mobile device and a previously identified origin location of the mobile device. The values of the mobility metric computed over a period of time quantify the overall mobility of the mobile device. The mobility metric does not provide any information regarding the specific location of the mobile device at any given time.

Claims

1. A method comprising:

providing instructions to a plurality of mobile devices, the instructions comprising instructions for;

determining, at the mobile device, a location of the mobile device at each of a plurality of points in time;

computing, at the mobile device, at least one value of a mobility metric according to a first delta distance between an origin location and a first determined location at a first point in time and according to a second delta distance between the origin location and a second determined location at a second point in time, the mobility metric indicating how frequently the mobile device travels from the origin location; and

transmitting to a server system the at least one value of the mobility metric from the mobile device, wherein the mobility metric does not provide information regarding the determined locations of the mobile device at any of the plurality of points in time;

receiving, at the server system, a plurality of mobility metrics from the plurality of mobile devices;

associating each received mobility metric with a characteristic of the mobility metric'"'"'s respective mobile device;

determining a mobility likelihood for an unquantifiable mobile device having an unquantifiable mobility according to mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device;

sending customized content to the unquantifiable mobile device, the customized content customized for the unquantifiable mobile device according to the mobility likelihood, regardless of the location of the unquantifiable mobile device.

2. The method of claim 1, wherein determining a location of the mobile device at each of a plurality of points in time comprises requesting coordinates from a global positioning system included in the mobile device.

3. The method of claim 1, wherein the mobility metric is selected from an index of values.

4. The method of claim 1, wherein the mobility metric is selected from an index of classifications.

5. The method of claim 1, wherein the mobility metric reflects how far the mobile device travels from the origin location.

6. The method of claim 1, wherein computing at least one value of the mobility metric comprises computing by a motion quantifying module.

7. The method of claim 1, wherein determining the mobility likelihood comprises:

averaging mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device.

8. The method of claim 1, wherein at least one characteristic is selected from the group consisting of:

operating system, screen resolution, installed application, and operated application.

9. A non-transitory computer readable storage medium storing processor-executable instructions, the instructions configured to be executed by the processor to implement a method comprising:

providing instructions to a plurality of mobile devices, the instructions comprising instructions for;

determining, at the mobile device, a location of the mobile device at each of a plurality of points in time;

computing, at the mobile device, at least one value of a mobility metric according to a first delta distance between an origin location and a first determined location at a first point in time and according to a second delta distance between the origin location and a second determined location at a second point in time, the mobility metric indicating how frequently the mobile device travels from the origin location; and

transmitting to a server system the at least one value of the mobility metric from the mobile device, wherein the mobility metric does not provide information regarding the determined locations of the mobile device at any of the plurality of points in time;

receiving, at the server system, a plurality of mobility metrics from the plurality of mobile devices;

associating each received mobility metric with a characteristic of the mobility metric'"'"'s respective mobile device;

determining a mobility likelihood for an unquantifiable mobile device having an unquantifiable mobility according to mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device;

sending customized content to the unquantifiable mobile device, the customized content customized for the unquantifiable mobile device according to the mobility likelihood, regardless of the location of the unquantifiable mobile device.

10. The medium of claim 9, wherein determining a location of the mobile device at each of a plurality of points in time comprises requesting coordinates from a global positioning system included in the mobile device.

11. The medium of claim 9, wherein the mobility metric is selected from an index of values.

12. The medium of claim 9, wherein the mobility metric is selected from an index of classifications.

13. The medium of claim 9, wherein the mobility metric reflects how far the mobile device travels from the origin location.

14. The medium of claim 9, wherein:

determining the mobility likelihood comprises averaging mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device.

15. The medium of claim 9, wherein:

at least one characteristic is selected from the group consisting of;

operating system, screen resolution, installed application, and operated application.

16. A system comprising:

a processor; and

a computer readable storage medium storing processor-executable computer program instructions, the computer program instructions comprising instructions for;

providing instructions to a plurality of mobile devices, the instructions comprising instructions for;

determining, at the mobile device, a location of the mobile device at each of a plurality of points in time;

computing, at the mobile device, at least one value of a mobility metric according to a first delta distance between an origin location and a first determined location at a first point in time and according to a second delta distance between the origin location and a second determined location at a second point in time, the mobility metric indicating how frequently the mobile device travels from the origin location; and

transmitting to a server system the at least one value of the mobility metric from the mobile device, wherein the mobility metric does not provide information regarding the determined locations of the mobile device at any of the plurality of points in time;

receiving, at the server system, a plurality of mobility metrics from the plurality of mobile devices;

associating each received mobility metric with a characteristic of the mobility metric'"'"'s respective mobile device;

determining a mobility likelihood for an unquantifiable mobile device having an unquantifiable mobility according to mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device;

sending customized content to the unquantifiable mobile device, the customized content customized for the unquantifiable mobile device according to the mobility likelihood, regardless of the location of the unquantifiable mobile device.

17. The system of claim 16, wherein the mobility metric is selected from an index of values.

18. The system of claim 16, wherein the mobility metric is selected from an index of classifications.

19. The system of claim 16, wherein:

determining the mobility likelihood comprises averaging mobility metrics of mobile devices having one or more characteristics in common with the unquantifiable mobile device.

20. The system of claim 16, wherein:

at least one characteristic is selected from the group consisting of;

operating system, screen resolution, installed application, and operated application.