PROVIDING OFFER(S) TO USERS IN A SOCIAL NETWORKING SYSTEM BASED ON COMPATIBILITY OF THE USERS WITH THE OFFER(S)

• US 20140067544A1
• Filed: 08/28/2012
• Published: 03/06/2014
• Est. Priority Date: 08/28/2012
• Status: Abandoned Application

• Current Assignee: Excalibur IP, LLC (Acacia Research Corporation)
• Original Assignee: Yahoo! Inc. (Apollo Global Management, Inc.)
• Inventors: Klish, Aaron J., Muchnik, Greg, Ahrens, Matthew
• Application Number:
  US13/597,059
• Publication Number:
  US 20140067544A1
• Time in Patent Office: Days
• US Class Current: 705/14.66
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0207 Discounts or incentives, e.g. coupons or rebates
• CPC Class Codes: G06Q 30/0269 based on user profile or attribute
• CPC Class Codes: G06Q 50/01 Social networking

Abstract

Techniques are described herein for, among other things, providing relevant offers to group(s) of users in a social networking system. The offers may specify discounted prices (a.k.a. discounted offers) for good(s) and/or service(s). Each of the offers may be represented as a coupon, a gift certificate, etc. Users having at least one first attribute in common are assigned to a group. A measure of compatibility between the users in the group and each of a plurality of offers is determined. Each measure of compatibility may be determined by comparing at least one second attribute of the users in the group and at least one third attribute of the respective offer. The offer that has a highest measure of compatibility among the plurality of offers is deemed to be the most relevant offer for the group of users and is presented to the users (or a subset thereof) in the group.

Claims

1. A method, comprising:

determining a plurality of groups of users of a social networking system, each of the plurality of groups including a plurality of users, based on the plurality of users in each of the plurality of groups having at least one respective first attribute in common; and

for each of the plurality of groups;

determining a measure of compatibility between the plurality of users in the group and each of a plurality of offers by comparing at least one second attribute of each of the plurality of users in the group and at least one third attribute of the respective offer, each of the plurality of offers specifying a price of at least one commerce element; and

presenting at least one selected offer selected from the plurality of offers to at least a subset of the plurality of users in the group in response to the at least one selected offer having a highest measure of compatibility among the plurality of offers.

2. The method of claim 1, wherein determining a plurality of groups of users of a social networking system comprises:

retrieving respective calendar data from each of the users of the social networking system to determine the at least one respective first attribute, the at least one respective first attribute indicating a period of time in which the respective user of the social networking system is available to participate in an activity; and

assigning a respective plurality of users that each have the at least one respective first attribute indicating a common period of time in which each of the respective plurality of users is available to participate in an activity to a respective group of the plurality of groups.

3. The method of claim 1, wherein for each of the plurality of groups, determining a measure of compatibility comprises:

for each of the plurality of groups;

determining one or more subsets of users from the plurality of users in the group based on each user in each subset having a social connection with at least one other user in the respective subset;

for each of the one or more subsets, determining a respective second measure of compatibility by comparing the at least one second attribute of each of the users in the subset;

ranking each of the one or more subsets based on the respective second measure of compatibility; and

for each of the plurality of offers, comparing the at least one second attribute of each user in a designated subset from the one or more subsets that has a highest rank among the one or more subsets and the at least one third attribute of the respective offer to determine the respective measure of compatibility between the plurality of users in the group and the respective offer.

4. The method of claim 3, wherein for each of the plurality of groups, determining one or more subsets of users from the plurality of users in the group comprises:

for each of the plurality of groups;

creating a directed graph that includes a plurality of nodes and one or more directed links, each of the plurality of nodes corresponding to a respective user of the plurality of users in the group, each of the one or more directed links connecting one node of the plurality of nodes to another node of the plurality of nodes to indicate a social connection between the respective corresponding users of the plurality of users in the group;

analyzing the directed graph to determine whether a predetermined type of relationship is formed among the plurality of nodes; and

designating one or more users, which correspond to one or more respective nodes that form the predetermined type of relationship, to define a first subset of the one or more subsets of users from the plurality of users in the group in response to a determination that the predetermined type of relationship is formed among the plurality of nodes.

5. The method of claim 4, wherein the predetermined type of relationship is defined to include a cycle of nodes that includes no more than a specified number of nodes.

6. The method of claim 4, wherein the predetermined type of relationship is defined to include a plurality of cycles in which each cycle shares at least a first designated number of common nodes with at least one other cycle in the plurality of cycles for each second designated number of nodes in the respective cycle.

7. The method of claim 1, wherein for each of the plurality of groups, presenting at least one selected offer comprises:

for each of the plurality of groups;

sending a notification that specifies the at least one selected offer to specified users, the specified users including at least the subset of the plurality of users in the group; and

sending an update to a respective calendar application of each of the specified users, the update configured to create an entry in the respective calendar application corresponding to a time and a date on which the at least one selected offer is valid, the entry including a description of the at least one selected offer and an identifier for each of the specified users.

8. The method of claim 1, wherein the at least one third attribute of the respective offer comprises at least one of:

a location of an activity offered by a vendor that provides the respective offer;

a description of an activity offered by the vendor;

or

a time and a date on which an activity provided by the vendor is made available.

9. The method of claim 1, wherein, for each of the plurality of groups, the at least one second attribute of each user in the group comprises at least one of:

a geographic region associated with the user;

one or more interests of the user;

or

one or more preferences of the user, the one or more preferences including at least one of;

an indication of other users with whom the user is interested in participating in a specified activity;

an indication of a number of users with whom the user is interested in participating in a specified activity;

or

an indication of a distance that the user is willing to travel to participate in a specified activity.

10. A system, comprising:

grouping logic configured to determine a plurality of groups of users of a social networking system, each of the plurality of groups including a plurality of users, based on the plurality of users in each of the plurality of groups having at least one respective first attribute in common;

compatibility logic configured to, for each of the plurality of groups, determine a measure of compatibility between the plurality of users in the group and each of a plurality of offers by comparing at least one second attribute of each of the plurality of users in the group and at least one third attribute of the respective offer, each of the plurality of offers specifying a price of at least one commerce element; and

presentation logic configured to, for each of the plurality of groups, present at least one selected offer selected from the plurality of offers to at least a subset of the plurality of users in the group in response to the at least one selected offer having a highest measure of compatibility among the plurality of offers.

11. The system of claim 10, further comprising:

data mining logic configured to retrieve respective calendar data from each of the users of the social networking system to determine the at least one respective first attribute, the at least one respective first attribute indicating a period of time in which the respective user of the social networking system is available to participate in an activity;

wherein the grouping logic is further configured to assign a respective plurality of users that each have the at least one respective first attribute indicating a common period of time in which each of the respective plurality of users is available to participate in an activity to a respective group of the plurality of groups.

12. The system of claim 10, wherein the grouping logic is further configured to, for each of the plurality of groups, determine one or more subsets of users from the plurality of users in the group based on each user in each subset having a social connection with at least one other user in the respective subset;

and

wherein the compatibility logic is further configured to, for each of the one or more subsets for each of the plurality of groups, determine a respective second measure of compatibility by comparing the at least one second attribute of each of the users in the subset.

13. The system of claim 12, further comprising:

ranking logic configured to, for each of the plurality of groups, rank each of the one or more subsets based on the respective second measure of compatibility;

wherein the compatibility logic is further configured to, for each of the plurality of groups, compare the at least one second attribute of each user in a designated subset from the one or more subsets that has a highest rank among the one or more subsets and the at least one third attribute of the respective offer for each of the plurality of offers to determine the respective measure of compatibility between the plurality of users in the group and the respective offer.

14. The system of claim 13, the further comprising:

graphing logic configured to, for each of the plurality of groups, create a directed graph that includes a plurality of nodes and one or more directed links, each of the plurality of nodes corresponding to a respective user of the plurality of users in the group, each of the one or more directed links connecting one node of the plurality of nodes to another node of the plurality of nodes to indicate a social connection between the respective corresponding users of the plurality of users in the group; and

social connection logic configured to, for each of the plurality of groups, analyze the directed graph to determine whether a predetermined type of relationship is formed among the plurality of nodes;

wherein the grouping logic is further configured to, for each of the plurality of groups, designate one or more users, which correspond to one or more respective nodes that form the predetermined type of relationship, to define a first subset of the one or more subsets of users from the plurality of users in the group in response to a determination that the predetermined type of relationship is formed among the plurality of nodes.

15. The system of claim 14, wherein the predetermined type of relationship is defined to include a cycle of nodes that includes no more than a specified number of nodes.

16. The system of claim 14, wherein the predetermined type of relationship is defined to include a plurality of cycles in which each cycle shares at least a first designated number of common nodes with at least one other cycle in the plurality of cycles for each second designated number of nodes in the respective cycle.

17. The system of claim 10, further comprising:

notification logic configured to, for each of the plurality of groups, send a notification that specifies the at least one selected offer to specified users, the specified users including at least the subset of the plurality of users in the group;

wherein the notification logic is further configured to send an update to a respective calendar application of each of the specified users, the update configured to create an entry in the respective calendar application corresponding to a time and a date on which the at least one selected offer is valid, the entry including a description of the at least one selected offer and an identifier for each of the specified users.

18. The system of claim 10, wherein the at least one third attribute of the respective offer comprises at least one of:

a location of an activity offered by a vendor that provides the respective offer;

a description of an activity offered by the vendor;

or

a time and a date on which an activity provided by the vendor is made available.

19. The system of claim 10, wherein, for each of the plurality of groups, the at least one second attribute of each user in the group comprises at least one of:

a geographic region associated with the user;

one or more interests of the user;

or

one or more preferences of the user, the one or more preferences including at least one of;

an indication of other users with whom the user is interested in participating in a specified activity;

an indication of a number of users with whom the user is interested in participating in a specified activity;

or

an indication of a distance that the user is willing to travel to participate in a specified activity.

20. A computer program product comprising a computer-readable medium having computer program logic recorded thereon for enabling a processor-based system to provide offers among groups of users based on compatibility between the groups and the offers, the computer program product comprising:

a first program logic module for enabling the processor-based system to determine a plurality of groups of users of a social networking system, each of the plurality of groups including a plurality of users, based on the plurality of users in each of the plurality of groups having at least one respective first attribute in common;

a second program logic module for enabling the processor-based system to, for each of the plurality of groups, determine a measure of compatibility between the plurality of users in the group and each of a plurality of offers by comparing at least one second attribute of each of the plurality of users in the group and at least one third attribute of the respective offer, each of the plurality of offers specifying a price of at least one commerce element; and

a third program logic module for enabling the processor-based system to, for each of the plurality of groups, present at least one selected offer selected from the plurality of offers to at least a subset of the plurality of users in the group in response to the at least one selected offer having a highest measure of compatibility among the plurality of offers.