Modifying a user's contribution to an aggregate profile based on time between location updates and external events

• US 9,092,641 B2
• Filed: 08/12/2014
• Issued: 07/28/2015
• Est. Priority Date: 02/02/2009
• Status: Active Grant

• Current Assignee: Stripe, Inc.
• Original Assignee: Waldeck Technology, LLC (Concert Technology Corporation)
• Inventors: Petersen, Steven L., Kandekar, Kunal
• Primary Examiner(s): MILLER, BRANDON J
• Application Number:
  US14/457,499
• Publication Number:
  US 20140349679A1
• Time in Patent Office: 350 Days
• Field of Search: 4554561-4566, 455/414.1, 455418-420, 455517-519
• US Class Current: 1/1
• CPC Class Codes: G06F 21/6227 where protection concerns the structure of data, e.g. records, types, queries
• CPC Class Codes: G06Q 10/10 Office automation; Time management
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: H04L 41/0893 Assignment of logical groups to network elements
• CPC Class Codes: H04L 67/306 User profiles
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04L 67/535 Tracking the activity of the user network monitoring arrangements H04L43/00; recording of computer activity G06F11/34
• CPC Class Codes: H04L 67/54 Presence management, e.g. monitoring or registration for receipt of user log-on information, or the connection status of the users
• CPC Class Codes: H04W 4/02 Services making use of location information
• CPC Class Codes: H04W 4/021 Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
• 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

Abstract

A server that obtains current locations of a plurality of mobile devices and compute confidence levels for the current locations is provided. In one embodiment, the server obtains current locations of the plurality of mobile devices. A crowd is formed based on at least a subset of the plurality of mobile devices and crowd data regarding the crowd is generated. A confidence level of the current location of at least one of the plurality of mobile devices is computed based on an amount of time since a location update for the current location of the at least one of the plurality of mobile devices was received. The confidence level of the current location of the at least one mobile device is utilized to perform an action associated with the crowd data.

Claims

1. A server comprising:

a communication interface capable of receiving communications from a plurality of mobile devices; and

a control system associated with the communication interface and adapted to;

obtain current locations of the plurality of mobile devices;

form a crowd based on at least a subset of the plurality of mobile devices;

generate crowd data regarding the crowd;

compute a confidence level of the current location of at least one of the plurality of mobile devices based on an amount of time since a location update for the current location of the at least one of the plurality of mobile devices was received; and

utilize the confidence level of the current location of the at least one mobile device to perform an action associated with the crowd data.

2. The server of claim 1 wherein the confidence level decreases as a function of the amount of time since the location update for the current location of the at least one mobile device was received.

3. The server of claim 2 wherein a predefined decrease rate of the confidence level is selected such that the confidence level reaches a minimum value after a predetermined amount of time has expired since the location update for the current location of the at least one mobile device was received.

4. The server of claim 1 wherein the confidence level is based on i) the confidence level of the current location of the at least mobile device based on the amount of time since the location update for the current location of the at least one mobile device was received;

and ii) detection of at least one location confidence event.

5. The server of claim 1 wherein the confidence level of the current location of the at least one mobile device is decreased by a predefined amount in response to detection of a negative location confidence event.

6. The server of claim 5, wherein the negative location confidence event is based on the time of day.

7. The server of claim 1 wherein the confidence level of the current location of the at least one mobile device is increased by a predefined amount in response to detection of a positive location confidence event.

8. The server of claim 7, wherein the positive location confidence event is the frequency of interaction of the at least one mobile device with the server.

9. The server of claim 1, wherein the control system is further adapted to:

detect a negative location confidence event;

increase the decrease rate of the confidence level of the current location of the at least one mobile device in response to detecting the negative location confidence event; and

compute the confidence level of the current location of the at least one mobile device as a function of the amount of time since the location update for the current location of the at least one mobile device was received and the new decrease rate.

10. The server of claim 1, wherein the control system is further adapted to:

detect a positive location confidence event;

decrease the decrease rate of the confidence level of the current location of the at least one mobile device to provide a new decrease rate in response to detecting the positive location confidence event; and

compute the confidence level of the current location of the at least one mobile device as a function of the amount of time since the location update for the current location of the at least one mobile device was received and the new decrease rate.

11. The server of claim 1, wherein the control system is further adapted to:

detect a positive location confidence event;

increase the confidence level of the current location of the at least one mobile device by a predetermined amount; and

compute the confidence level of the current location of the at least one mobile device as a function of the amount of time since the location update for the current location of the at least one mobile device was received and the predetermined amount.

12. The server of claim 1 further comprising resetting the confidence level of the current location of the at least one mobile device in response to receiving a new location update for the current location of the at least one mobile device.

13. The server of claim 12 wherein resetting the confidence level comprises resetting the confidence level to a highest value.

14. The server of claim 1 wherein the crowd data is an aggregate profile for the crowd.

15. The server of claim 1 wherein determining a quality level for the crowd data for the crowd comprises combining the confidence levels of at least the subset of the plurality of mobile devices.

16. The server of claim 1 wherein the control system is further adapted to:

generate an aggregate profile for the crowd that includes one or more keywords.

17. The server of claim 16 wherein the control system is further adapted to:

determine for each keyword of the one or more keywords in the aggregate profile, a confidence level for the keyword based on the confidence levels of current locations of the plurality of mobile devices in the crowd having profiles including the keyword.

18. The server of claim 1, wherein the control system is further adapted to:

detect a positive location confidence when a crowd analyzer generates an aggregate profile for a crowd in which the mobile device is present.

19. The server of claim 16, wherein the control system is further adapted to:

generate a quality level of the aggregate profile of the crowd.

20. The server of claim 19, wherein the quality level is an average of the confidence levels of the current locations of the plurality of mobile devices.