System and method for creating topic neighborhood visualizations in a networked system
A computer-implemented system and method for creating topic neighborhoods and a visualization for related topic neighborhoods in a networked system are disclosed. The apparatus in an example embodiment includes a neighborhood generator configured to receive an explicit identification of a topic for association with a neighborhood; create a neighborhood in association with the explicitly identified topic; gather neighborhood information related to the neighborhood from sources related to the topic; and provide access to the neighborhood via a neighborhood visualization on a webpage.
1. A method comprising:
obtaining user behavior or interest information based on automatically detected patterns of user behavior, the user behavior including prior user search queries; correlating, by use of a hardware processor, the user behavior or interest information with a dynamically detected topic;
creating a neighborhood implicitly in association with the dynamically detected topic, the neighborhood defining a group of users who share an interest or behavior; gathering neighborhood information by using the dynamically detected topic as a search term to search from sources including information related to the dynamically detected topic, the neighborhood information including information from a related neighborhood determined based on participation of the group of users in the related neighborhood; automatically inviting users to join the implicitly created neighborhood; and providing access to the neighborhood via a neighborhood visualization on a webpage.
2. The method as claimed in claim 1 wherein the neighborhood information sources include at least one item of the group: merchandising, blogs, guides, reviews, people, and photos.
3. The method as claimed in claim 1 including inviting users to suggest additional neighborhood content sources for the neighborhood.
4. The method as claimed in claim 1 including inviting users to vote for a favored neighborhood.
5. The method as claimed in claim 1 wherein the neighborhood visualization includes displaying the neighborhood as a large flower-shaped image with leaves that show data elements related to the neighborhood.
6. An apparatus comprising:
a processor;
a memory coupled to the processor;
a neighborhood generator, stored in the memory, and that, executed by the processor, is configured to:
obtain user behavior or interest information based on automatically detected patterns of user behavior, the user behavior including prior user search queries; correlate the user behavior or interest information with a dynamically detected topic; create a neighborhood implicitly in association with the dynamically detected topic, the neighborhood defining a group of users who share an interest or behavior; gather neighborhood information by using the dynamically detected topic as a search term to search from sources including information related to the dynamically detected topic, the neighborhood information including information from a related neighborhood determined based on participation of the group of users in the related neighborhood; automatically invite users to join the implicitly created neighborhood; and provide access to the neighborhood via a neighborhood visualization on a webpage.
7. The apparatus as claimed in claim 6 wherein the neighborhood information sources include at least one item of the group: merchandising, blogs, guides, reviews, people, and photos.
8. The apparatus as claimed in claim 6 being further configured to invite users to suggest additional neighborhood content sources for the neighborhood.
9. The apparatus as claimed in claim 6 being further configured to invite users to vote for a favored neighborhood.
10. The apparatus as claimed in claim 6 wherein the neighborhood visualization being further configured to display the neighborhood as a large flower-shaped image with leaves that show data elements related to the neighborhood.
11. An article of manufacture comprising a non-transitory machine-readable storage medium having machine executable instructions embedded thereon, which when executed by a machine, cause the machine to:
obtain user behavior or interest information based on automatically detected patterns of user behavior, the user behavior including prior user search queries; correlate the user behavior or interest information with a dynamically detected topic; create a neighborhood implicitly in association with the dynamically detected topic, the neighborhood defining a group of users who share an interest or behavior; gather neighborhood information by using the dynamically detected topic as a search term to search from sources including information related to the dynamically detected topic, the neighborhood information including information from a related neighborhood determined based on participation of the group of users in the related neighborhood; automatically invite users to join the implicitly created neighborhood; and provide access to the neighborhood via a neighborhood visualization on a webpage.