Personalization techniques using image clouds
Systems and methods for personalization using image clouds to represent content. Image clouds can be used to identify initial user interest, present recommended content, present popular content, present search results, and present user profile information. Image clouds are interactive, allowing users to select images displayed in the image cloud, which can contribute to presenting more personalized content as well as updating a user's profile.
1. A computer-implemented system, comprising:
a user interface that displays content;
a memory that stores a set of instructions; and
at least one processor coupled to the memory and operative with the instructions to:
display first and second images associated with a user profile on the user interface;
detect a change in the user profile based on a selection by a user of content displayed in a profile of another user;
select, based on the detected change in the user profile, a third image to be displayed with the first and second images; and
automatically update the display on the user interface to include the third image in response to the detected change in the user profile.
2. The system of claim 1 , wherein the user profile includes a vector assigned to each of one or more features to generate one or more feature vectors for the user profile.
3. The system of claim 1 , wherein the at least one processor is further operative with the instructions to receive a selection of at least one of the first or second image by a third party.
4. The system of claim 1 , wherein the at least one processor is further operative with the instructions to:
identify feed content associated with the first or second image selected by the user; and
display the identified feed content on the user interface.
5. The system of claim 1 , wherein the first and second images are displayed adjacent to or in close proximity to each other in varying sizes depending on an expected level of user interest.
6. The system of claim 5 , wherein the expected level of user interest is based on the user profile.
7. The system of claim 1 , wherein the user profile is based on at least one of a user interest activity or a predefined public persona.
8. The system of claim 1 , wherein the at least one processor is further operative with the instructions to merge the user profile with a second user profile to generate a community profile.
9. A computer-implemented method for personalizing content on a user interface, the method comprising the following operations performed by at least one processor:
displaying first and second images associated with a user profile on the user interface;
detecting a change in the user profile based on a selection by a user of content displayed in a profile of another user;
selecting, based on the detected change in the user profile, a third image to be displayed with the first and second images; and
automatically updating the display on the user interface to include the third image in response to the detected change in the user profile.
10. The method of claim 9 , wherein the user profile includes a vector assigned to each of the one or more features to generate one or more feature vectors for the user profile.
11. The method of claim 9 , further comprising receiving a selection of at least one of the first or second image by a third party.
12. The method of claim 9 , further comprising:
identifying feed content associated with the first or second image selected by the user; and
presenting the identified feed content on the user interface.
13. The method of claim 9 , wherein the first and second images are displayed adjacent to or in close proximity to each other in varying sizes depending on an expected level of user interest.
14. The method of claim 13 , wherein the expected level of user interest is based on the user profile.
15. The method of claim 9 , wherein the user profile is based on at least one of a user interest activity or a predefined public persona.
16. The method of claim 9 , further comprising merging the user profile with a second user profile to generate a community profile.
17. A non-transitory computer-readable medium including stored thereon a set of instructions that, when executed by a processor, cause the processor to perform the following operations:
display first and second images associated with a user profile on a user interface;
detect a change in the user profile based on a selection by a user of content displayed in a profile of another user;
select, based on the detected change in the user profile, a third image to be displayed with the first and second images; and
automatically update the display on the user interface to include the third image in response to the detected change in the user profile.
18. The non-transitory computer-readable medium including of claim 17 , wherein the instruction further cause the processor to perform the following operations:
identify feed content associated with the first or second image selected by the user; and
display the identified feed content on the user interface.
19. The non-transitory computer-readable medium including of claim 18 , wherein the first and second images are displayed adjacent to or in close proximity to each other in varying sizes depending on an expected level of user interest.
20. The non-transitory computer-readable medium including of claim 17 , wherein the user profile is based on at least one of a user interest activity or a predefined public persona.