Recommendations based on geolocation

Patent metadata

Field	Value
Publication number	US-10135931-B2
Application number	US-201614993534-A
Country	US
Kind code	B2
Filing date	Jan 12, 2016
Priority date	Aug 4, 2011
Publication date	Nov 20, 2018
Grant date	Nov 20, 2018

Abstract

In one embodiment, a method includes accessing geolocation data indicating a current geolocation of a client device of a user; identifying one or more categories of interest to the user based at least in part on social information of the user; identifying one or more objects based at least in part on the current geolocation; and determining one or more recommendations for the user based at least in part on a calculated interest value of each identified object. The calculated interest value is based at least in part on the identified categories of interest to the user. The method also includes providing the recommendations for transmission to the client device. The recommendations include one or more of the identified objects.

First claim

What is claimed is:

1. A method comprising:
by a computing device, accessing geolocation data indicating a current geolocation of a client device of a user;
by the computing device, identifying one or more categories of interest to the user based at least in part on actions of the user on a social-networking system with regard to one or more content objects associated with the category of interest;
by the computing device, identifying one or more content objects stored on the social-networking system based at least in part on the current geolocation;
by the computing device, identifying information associated with one or more of the content objects that is based at least in part on activity on the social-networking system with regard to the content objects;
by the computing device, determining one or more recommendations for the user based at least in part on an interest value of each identified object, wherein the interest value is determined based at least in part on the identified categories of interest to the user and the current geolocation, and wherein the recommendations comprise one or more of the content objects and the information associated with the content objects; and
by the computing device, providing the recommendations for transmission to the client device, wherein the recommendations comprise one or more of the identified objects.

2. The method of claim 1 , further comprising:
ranking the recommendations based at least in part on the interest value.

3. The method of claim 2 , wherein the ranking is further based at least in part on a proximity of a location associated with each identified object to the current geolocation.

4. The method of claim 1 , further comprising:
receiving updated location information in response to a change in the location of a client device; and
identifying one or more additional objects based in part on the updated location information.

5. The method of claim 4 , further comprising ranking the recommendations identified additional objects based at least in part on the interest value.

6. The method of claim 1 , wherein the identifying of the categories of interest is further based on profile information of the user on the social-networking system.

7. The method of claim 1 , wherein the actions of the user are stored on a social graph, wherein the social-graph comprises:
a plurality of nodes, wherein a first node corresponds to the user, and wherein one or more second nodes correspond to another user; and
one or more edges connecting the first node to the second nodes.

8. The method of claim 7 , wherein one or more of the categories of interest to the user are identified based at least in part on interests of another user corresponding to a particular one of the second nodes connected to the first node corresponding to the user.

9. The method of claim 1 , wherein one or more of the objects comprises a plurality of third party content objects, wherein one or more of the plurality of content objects comprises an informational content object or incentive content object.

10. The method of claim 9 , wherein the informational content objects comprise movie show times of movies or menus of restaurants.

11. The method of claim 9 , wherein the incentive content objects comprise coupons, discount tickets, or gift certificates.

12. The method of claim 1 , wherein the geolocation data comprises:
Global Positioning System (GPS) data;
cellular-triangulation data;
data manually provided by the user; or
route data.

13. The method of claim 1 , wherein the recommendations are provided to the client device as a ranked list.

14. The method of claim 1 , wherein the recommendations are provided to the client device as part of a map displayed on the client device.

15. One or more computer-readable non-transitory storage media embodying software that is operable when executed to:
access geolocation data indicating a current geolocation of a client device of a user;
identify one or more categories of interest to the user based at least in part on actions of the user on a social-networking system with regard to one or more content objects associated with the category of interest;
identify one or more content objects stored on the social-networking system based at least in part on the current geolocation;
identify information associated with one or more of the content objects that is based at least in part on activity on the social-networking system with regard to the content objects;
determine one or more recommendations for the user based at least in part on an interest value of each identified object, wherein the interest value is determined based at least in part on the identified categories of interest to the user and the current geolocation, and wherein the recommendations comprise one or more of the content objects and the information associated with the content objects; and
provide the recommendations for transmission to the client device, wherein the recommendations comprise one or more of the identified objects.

16. The media of claim 15 , wherein the software is further operable to rank the recommendations based at least in part on the interest value.

17. The media of claim 16 , wherein the ranking is further based at least in part on a proximity of a location associated with each identified object to the current geolocation.

18. A computing device comprising:
a processor; and
a memory coupled to the processor comprising instructions executable by the processor, the processor being operable when executing the instructions to:
access geolocation data indicating a current geolocation of a client device of a user;
identify one or more categories of interest to the user based at least in part on actions of the user on a social-networking system with regard to one or more content objects associated with the category of interest;
identify one or more content objects stored on the social-networking system based at least in part on the current geolocation;
identify information associated with one or more of the content objects that is based at least in part on activity on the social-networking system with regard to the content objects;
determine one or more recommendations for the user based at least in part on an interest value of each identified object, wherein the interest value is determined based at least in part on the identified categories of interest to the user and the current geolocation, and wherein the recommendations comprise one or more of the content objects and the information associated with the content objects; and

provide the recommendations for transmission to the client device, wherein the recommendations comprise one or more of the identified objects.

19. The device of claim 18 , wherein the processor is further operable to rank the recommendations based at least in part on the interest value.

20. The device of claim 19 , wherein the ranking is further based at least in part on a proximity of a location associated with each identified object to the current geolocation.

21. The device of claim 18 , wherein the processor is further operable to: receive updated location information in response to a change in the location of a client device; and
identify one or more additional objects based in part on the updated location information.

22. The device of claim 21 , wherein the processor is further operable to rank the recommendations identified additional objects based at least in part on the interest va

Assignees

• Facebook Inc

Inventors

• Tseng Erick
• Cahill Matthew
• Murarka Neel Ishwar
• Jolley Charles

Classifications

• G06Q10/40

  Business processes related to social networking or social networking services · CPC title

• G06Q30/0255

  based on user history · CPC title

• G06Q30/0261

  based on user location · CPC title

• G06Q50/01

  Physics · mapped topic

• H04W4/21

  for social networking applications · CPC title