Influence-based Social Network Advertising
A system and method of advertising in computer-implemented social networks is disclosed. The influence level of members of the social network and explicit and inferred relationships among members are determined. Advertisements are delivered in association with content objects representing one or more members of the social network, where the content objects may include member profiles, as well as other content that is associated with the member. Selection of the advertisements may be based on inferences of member interests derived from system usage behaviors, as well as explicit indicators of members' interests and preferences.
1 . A computer-implemented method for delivering advertisements to members of a network, the method comprising:
identifying one or more communities within a network, wherein the community comprises a plurality of members of the network;
determining the influence level of one or more members in the one or more communities; and
delivering one or more advertisements in association with representational objects that are associated with one or members of the one or more communities.
2 . The method of claim 1 , further comprising:
receiving information pertaining to a plurality of members belonging to the network, wherein the information comprises the content of objects associated with the plurality of members and relationships between the plurality of members.
3 . The method of claim 2 , wherein identifying the one or more communities comprises grouping members based on the relationships established between the members of the network.
4 . The method of claim 3 , wherein the relationship establishes an affinity between a first member with one or more members of the network.
5 . The method of claim 3 , wherein each relationship has a weight.
6 . The method of claim 2 , further comprising identifying one or more common interests of the plurality of members of the community based on the content of the representational objects of the plurality of members.
7 . The method of claim 2 , further comprising identifying one or more common interests of the plurality of members of the community based on a plurality of usage behaviors of one or more of the plurality of members.
8 . The method of claim 2 , further comprising ranking the plurality of members based on an influence metric.
9 . A social network advertising system, comprising:
means to identify one or more communities;
means to determine the influence level of one or more members in the one or more communities;
a plurality of advertising content; and
means to deliver one or more of the plurality of advertising content in association with representational objects that are associated with one or members of the one or more communities.
10 . The social network advertising system of claim 9 , further comprising:
means to access information pertaining to a plurality of members belonging to the network, wherein the information comprises the content of objects associated with the plurality of members and relationships between the plurality of members.
11 . The social network advertising system of claim 10 , further comprising:
means to group members based on the relationships established between the members of the network.
12 . The social network advertising system of claim 11 , wherein the relationship establishes an affinity between a first member with one or more members of the network.
13 . The social network advertising system of claim 11 , wherein each relationship has a weight.
14 . The social network advertising system of claim 10 , further comprising:
means to identify one or more common interests of the plurality of members of the community based on the content of the representational objects of the plurality of members.
15 . The social network advertising system of claim 10 , further comprising:
means to identify one or more common interests of the plurality of members of the community based on a plurality of usage behaviors of one or more of the plurality of members.
16 . The social network advertising system of claim 10 , further comprising:
means to rank the plurality of members based on an influence metric.
17 . A network-based advertising system, comprising:
means to identify one or more communities;
means to infer interests of a plurality of members in the one or more communities based, at least in part, on usage behavior patterns;
a plurality of advertising content; and
means to deliver one or more of the plurality of advertising content in association with content objects that are associated with one or members of the one or more communities.
18 . The network-based advertising system of claim 17 , further comprising:
means to group members based on the inferred interests.
19 . The network-based advertising system of claim 18 , further comprising:
means to generate a weighted affinity between a first member and a group of members.
20 . The network-based advertising system of claim 17 , further comprising:
means to rank the plurality of members based on an influence metric.