Quantifying mobility of mobile devices via a privacy preserving mobility metric
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.
1. A method comprising:
providing instructions to a mobile device, the instructions comprising instructions for:
determining, at the mobile device, a first delta distance between an origin location and a first location;
computing a mobility metric according to the first delta distance, wherein the mobility metric does not include information regarding the first location; and
transmitting the mobility metric to a server system from the mobile device;
receiving, at the server system, the mobility metric from the mobile device;
selecting content according to the mobility metric; and
providing the selected content to the mobile device.
2. The method of claim 1 , wherein the mobility metric indicates how far the device travels from the origin location.
3. The method of claim 1 , wherein computing the mobility metric comprises selecting an index value from an index of values.
4. The method of claim 3 , wherein each index value of the index of values corresponds to one of plurality of distances.
5. The method of claim 3 , wherein each value of the index of values corresponds to one of a plurality of classifications.
6. The method of claim 1 , wherein
determining the first delta distance further comprises determining the first delta distance a first point in time; and
computing the mobility metric is further according to the first point in time.
7. The method of claim 6 , wherein:
the instructions provided to the mobile device further comprise instructions for:
determining, at the mobile device, a second delta distance between an origin location and a second location; and
computing a mobility metric is further according to the second delta distance, wherein the mobility metric further does not include information regarding the second location.
8. The method of claim 7 , wherein determining the second delta distance further comprises:
determining the second delta distance at a second point in time; and
computing the mobility metric is further according to the second point in time.
9. The method of claim 8 , wherein the mobility metric indicates how frequently the mobile device travels more than a certain distance from the origin location.
10. The method of claim 1 , wherein the instructions provided to the mobile device further comprise instructions for:
determining the origin location by monitoring locations of the mobile device over a period of time to identify a location where the mobile device is present longest relative to other locations.
11. A non-transitory computer-readable storage medium storing processor-executable computer program instructions that, when executed, cause a computer processor to perform a method, the method comprising:
providing instructions to a mobile device, the instructions comprising instructions for:
determining, at the mobile device, a first delta distance between an origin location and a first location;
computing a mobility metric according to the first delta distance, wherein the mobility metric does not include information regarding the first location; and
transmitting the mobility metric to a server system from the mobile device;
receiving, at the server system, the mobility metric from the mobile device;
selecting content according to the mobility metric; and
providing the selected content to the mobile device.
12. A system comprising:
a processor; and
a non-transitory computer-readable storage medium storing processor-executable computer program instructions that, when executed, cause a computer processor to perform a method, the method comprising:
providing instructions to a mobile device, the instructions comprising instructions for:
determining, at the mobile device, a first delta distance between an origin location and a first location;
computing a mobility metric according to the first delta distance, wherein the mobility metric does not include information regarding the first location; and
transmitting the mobility metric to a server system from the mobile device;
receiving, at the server system, the mobility metric from the mobile device;
selecting content according to the mobility metric; and
providing the selected content to the mobile device.
13. The system of claim 12 , wherein the mobility metric indicates how far the device travels from the origin location.
14. The system of claim 12 , wherein computing the mobility metric comprises selecting an index value from an index of values.
15. The system of claim 14 , wherein each index value of the index of values corresponds to one of plurality of distances.
16. The system of claim 14 , wherein each value of the index of values corresponds to one of a plurality of classifications.
17. The system of claim 12 , wherein
determining the first delta distance further comprises determining the first delta distance a first point in time; and
computing the mobility metric is further according to the first point in time.
18. The system of claim 17 , wherein:
the instructions provided to the mobile device further comprise instructions for:
determining, at the mobile device, a second delta distance between an origin location and a second location; and
computing a mobility metric is further according to the second delta distance, wherein the mobility metric further does not include information regarding the second location.
19. The system of claim 18 , wherein determining the second delta distance further comprises:
determining the second delta distance at a second point in time; and
computing the mobility metric is further according to the second point in time.
20. The system of claim 19 , wherein the mobility metric indicates how frequently the mobile device travels more than a certain distance from the origin location.
21. The system of claim 12 , wherein the instructions provided to the mobile device further comprise instructions for:
determining the origin location by monitoring locations of the mobile device over a period of time to identify a location where the mobile device is present longest relative to other locations.