Inferring user preferences from an internet based social interactive construct
In embodiments of the present invention improved capabilities are described for a computer program product embodied in a computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of (1) ascertaining preferences of a plurality of users who are part of an internet based social interactive construct, wherein the plurality of users become a plurality of known users; (2) determining the internet based social interactive graphical representation for the plurality of known users; and (3) inferring the preferences of an unknown user present in the internet based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
1. A computer program product embodied in a non-transitory computer readable medium that, when executing on one or more computers, helps determine an unknown user's preferences through the use of internet based social interactive graphical representations on a computer facility by performing the steps of:
ascertaining preferences of a plurality of users who are part of an internet based social interactive construct, wherein the plurality of users become a plurality of known users;
determining the internet based social interactive graphical representation for the plurality of known users; and
inferring the preferences of an unknown user present in the internet based social interactive graphical representation of the plurality of known users based on the interrelationships between the unknown user and the plurality of known users within the graphical representation.
2. The computer program product of claim 1 , wherein the Internet based social interactive graphical representation is a social network.
3. The computer program product of claim 1 , wherein the Internet based social interactive graphical representation is a social graph.
4. The computer program product of claim 1 , wherein the Internet based social interactive graphical representation is a social diagram.
5. The computer program product of claim 1 , wherein the unknown user is at least three degrees away from the closest known user in the Internet based social interactive graphical representation.
6. The computer program product of claim 1 , wherein the unknown user is at least five degrees away from the closest known user in the Internet based social interactive graphical representation.
7. The computer program product of claim 1 , wherein the inferred preferences of the unknown user makes die unknown user a new known user, and the new known user is used to contribute to the inferring of the preferences of a second unknown user.
8. The computer program product of claim 1 , wherein the preferences include at least one of personal information and topical information related to interactions of the user.
9. The computer program product of claim 8 , wherein the interactions are through the Internet based social interactive graphical representation.
10. The computer program product of claim 8 , wherein the interactions are through an API provided to third-party website.
11. The computer program product of claim 1 , wherein the inferring is provided in conjunction with other known users that are related to the user in the user's Internet based social interactive construct.
12. The computer program product of claim 1 , wherein the ascertaining of preferences is through the use of natural language processing.
13. The computer program product of claim 1 , wherein the computing facility is a machine learning facility.
14. The computer program product of claim 1 , wherein the inferred preferences are used to target advertising to the unknown user.
15. The computer program product of claim 1 , wherein the inferred preferences are used to share reviews with the unknown user.
16. The computer program product of claim 1 , wherein the inferred preferences are used to recommend at least one of products and services to the unknown user.
17. The computer program product of claim 1 , wherein the inferred preferences are used to aid in ranking search results for the unknown user.
18. The computer program product of claim 1 , wherein known users that are in close proximity to the unknown user carry more weight in an inferring algorithm.
19. The computer program product of claim 1 , wherein the inferred preferences are refined by information from other sources.
20. The computer program product of claim 19 , wherein the other sources include at least one of third party sources, recommendations made by at least one of the plurality of known users, search queries by at least one of the plurality of known users, search result selections by at least one of the plurality of known users, and personal tastes as determined through web interactions by at least one of the plurality of known users.
21. The computer program product of claim 19 , wherein the other sources include a third-party preference learning API.