SYSTEM AND METHOD FOR PROVIDING RECOMMENDATIONS WITH A LOCATION-BASED SERVICE

• US 20150278225A1
• Filed: 06/11/2015
• Published: 10/01/2015
• Est. Priority Date: 03/04/2011
• Status: Active Grant

• Current Assignee: Foursquare Labs, Inc.
• Original Assignee: Foursquare Labs, Inc.
• Inventors: Weiss, Noah, Walker, Tristan, Liszka, Jason, Julien, Tim, Moore, Justin, Lee, Benjamin N., Sklar, Max Elliot, Shaw, Blake
• Granted Patent: US 9,390,145 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 16/29 Geographical information databases
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G06Q 30/0259 based on store location
• CPC Class Codes: G06Q 30/0261 based on user location
• CPC Class Codes: G06Q 50/01 Social networking
• CPC Class Codes: H04L 67/306 User profiles
• 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: H04M 1/72457 according to geographic location
• CPC Class Codes: H04M 1/72472 wherein the items are sorted according to specific criteria, e.g. frequency of use
• 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 4/21 for social networking applications

Abstract

A mobile application is provided that provides intelligent recommendations based on the knowledge of where the user has been, and what venues the user would like to visit. Further, such an application may be capable of determining where people in a user'"'"'s social network have been and what venue locations these related users would like to visit. Also, in another implementation, the application may be capable of determining where people with similar taste have been, and where they would like to go. Some or all of this information may be used by a mobile application that provides recommendations to a user. For instance, in one implementation, a user having a mobile device such as a cell phone wishes to locate a venue based on one or more parameters, and some or all of this information may be used to order to rank recommendations with the interface.

Claims

1. A system for providing data in a distributed communications network, the system comprising:

a component for determining a result set of venue locations based on a provided query; and

a component for determining a respective score based on at least one of the group of venue information comprising;

personal information associated with a user;

social network information relating to one or more of the venue locations; and

popularity information identifying a popularity of the one or more venue locations.

2. The system of claim 1, wherein the personal information comprises preference information for venues that have already been visited.

3. The system of claim 1, wherein the personal information comprises preference information for venues that have not yet been visited.

4. The system of claim 1, further comprising a component for determining a popularity measure of the one or more venue locations as determined by a set of users defined in the location-based service.

5. The system of claim 1, further comprising a component for adjusting the respective score for at least one of the venue locations in the result set in response to one or more factors relating to the venue locations.

6. The system of claim 1, wherein the popularity for the one or more venue locations is based on how one or more experts view the one or more venue locations.

7. The system of claim 1, further comprising a component for limiting the result set of venue locations responsive to at least one of a determination of densities of venues in a particular area and a determination of a distance between subsequent visits in a particular area.

8. The system of claim 1, further comprising a component for ordering, within the interface of the mobile device, a plurality of the venue locations of the result set based on at least one or more of the group of venue information.

9. The system of claim 8, wherein the component for ordering the plurality of venue locations is responsive to a component for determining a sentiment for at least one of the plurality of venue locations.

10. The system of claim 1, wherein the data related to the venue locations relates to one or more recommendations.

11. The system of claim 1, wherein the data related to the venue locations relates to one or more offers.

18. The method according to claim 1, further comprising targeting the at least one offer to the user responsive to the determined location.

19. The method according to claim 1, further comprising determining that the at least one offer may be fulfilled by the user.

20. The method according to claim 11, further comprising executing a purchase associated with the at least one offer.

12. A system for processing data by a location-based service, the system comprising:

a component for determining that a location is proximate to a venue at which the at least one offer may be accepted;

a monitoring component being responsive to the determination that the determined location is proximate to the venue at which the at least one offer may be accepted;

a component for presenting, an indication of the at least one offer responsive to determining that the determined location is proximate to a venue at which the one or more offers may be accepted and responsive to determining that the venue has been visited; and

a component for permitting redemption of the at least one offer.

13. The system of claim 12, further comprising a component for associating the at least one offer with at least one of a group comprising a credit card program, a loyalty program, and a third party offer.

14. The system of claim 12, further comprising a component for presenting, in the display of the mobile device, a control that permits acceptance of the at least one offer.

15. The system of claim 12, wherein the component for permitting redemption of the offer at the venue further comprises a component that automatically accepts the offer at the venue without user intervention.

16. The system according to claim 12, wherein the component for receiving the data related to the at least one offer is adapted to receive the at least one offer from a source of offers separate from the location-based service.

17. A computer-implemented method for processing data by a location-based service, the method comprising:

determining that a location is proximate to a venue at which the at least one offer is available;

monitoring whether the venue has been visited;

when the venue has been visited, displaying an indication of the at least one offer within the interface of the mobile device; and

displaying a control that permits redemption of the at least one offer.