Systems and methods for identifying and managing topical content for websites
View Patent ↗Systems and methods are disclosed for identifying and managing topical content for websites. In accordance with one implementation, a method is provided for identifying and managing topical content for a website. The method may include determining a set of topics at a first level of popularity, determining a set of topics at a second level of popularity, and discounting the set of topics at the second level of popularity based on the set of topics at the first level of popularity to determine a revised set of topics for the second level of popularity. The method may also include managing the topical content based on the revised set of topics for the second level of popularity.
1. A computer-implemented method for identifying and managing topical content for a website, the method comprising:
determining a set of topics at a first level of popularity;
determining a set of topics at a second level of popularity, the geographic of scope of the first level of popularity encompassing the geographic scope of the second level of popularity;
discounting, using one or more processors, the set of topics at the second level of popularity based on the set of topics at the first level of popularity to determine a revised set of topics for the second level of popularity;
managing the topical content based on the revised set of topics for the second level of popularity; and
serving, using the one or more processors, one or more pieces of the managed topical content for presentation on the website.
2. The computer-implemented method of claim 1 , wherein managing the topical content comprises updating the navigational structure of the website based on the revised set of topics for the second level of popularity.
3. The computer-implemented method of claim 2 , wherein updating the navigational structure of the website comprises dynamically generating one or more topic areas on the website.
4. The computer-implemented method of claim 2 , wherein updating the navigational structure of the website comprises dynamically generating one or more subsections of the website.
5. The computer-implemented method of claim 2 , wherein updating the navigational structure of the website comprises dynamically updating a taxonomy of the website.
6. The computer-implemented method of claim 2 , wherein updating the navigational structure of the website comprises dynamically generating one or more topic areas on the website.
7. The computer-implemented method of claim 1 , wherein the first and second levels of popularity further comprise one or more of temporal or organizational levels of popularity.
8. The computer-implemented method of claim 1 , the method further comprising determining one or more breaking topics.
9. The computer-implemented method of claim 8 wherein determining one or more breaking topics is based on a comparison of (i) the revised set of topics for the second level of popularity, calculated at a first time period, and (ii) a revised set of topics for the second level of popularity calculated at a second time period.
10. The computer-implemented method of claim 1 , the method further comprising:
receiving a request from a user device, wherein the second level of popularity is determined based on one or more characteristics of the user device or a user of the user device.
11. The computer-implemented method of claim 10 , wherein the one or more characteristics of comprise one or more of a location, an IP address, user profile information, or history information.
12. The computer-implemented method of claim 1 , the method further comprising:
collecting one or more pieces of electronic data;
identifying topics from the one or more pieces of electronic data; and
determining a topic popularity of the identified topics at a first level of popularity and a topic popularity of the identified topics at a second level of popularity based on an amount of the electronic data for the topics.
13. A device for identifying and managing topical content of a website, the device comprising:
at least one processor; and
a storage device storing a set of instructions, that when executed by the at least one processor, perform a method comprising:
determining a set of topics at a first level of popularity;
determining a set of topics at a second level of popularity, the geographic of scope of the first level of popularity encompassing the geographic scope of the second level of popularity;
discounting the set of topics at the second level of popularity based on the set of topics at the first level of popularity to determine a revised set of topics for the second level of popularity; and
managing topical content based on at least the revised set of topics for the second level of popularity.
14. The device of claim 13 , wherein managing topical content based on at least the revised set of topics for the second level of popularity comprises updating the navigational structure of the website based on the revised set of topics for the second level of popularity.
15. The device of claim 14 , wherein updating the navigational structure of the website comprises dynamically generating one or more topic areas on the website.
16. The device of claim 14 , wherein updating the navigational structure of the website comprises dynamically generating one or more subsections of the website.
17. The device of claim 14 , wherein updating the navigational structure of the website comprises dynamically updating a taxonomy of the website.
18. The device of claim 14 , wherein updating the navigational structure of the website comprises dynamically generating one or more topic areas on the website.
19. The device of claim 13 , wherein the first and second levels of popularity further comprise one or more of temporal or organizational levels of popularity.
20. The device of claim 13 , the set of instructions stored in the storage device further include instructions executable by the at least one processor for determining one or more breaking topics.
21. The device of claim 20 wherein determining one or more breaking topics is based on a comparison of (i) the revised set of topics for the second level of popularity, calculated at a first time period, and (ii) a revised set of topics for the second level of popularity at a second time period.
22. A computer-readable storage medium storing a set of instructions that are executable by at least one processor to perform a method for managing topical content of a website, the method comprising:
determining a set of topics at a first level of popularity;
determining a set of topics at a second level of popularity, the geographic of scope of the first level of popularity encompassing the geographic scope of the second level of popularity;
discounting the set of topics at the second level of popularity based on the set of topics at the first level of popularity to determine a revised set of topics for the second level of popularity; and
managing the topical content based on the revised set of topics for the second level of popularity.
23. The computer-readable storage medium of claim 22 , wherein the first level of popularity comprises a local geographic region and the second level of popularity comprises a national or world-wide geographic region that encompasses the local geographic region.
24. The computer-implemented method of claim 1 , wherein the first level of popularity comprises a local geographic region and the second level of popularity comprises a national or world-wide geographic region that encompasses the local geographic region.
25. The device of claim 13 , wherein the first level of popularity comprises a local geographic region and the second level of popularity comprises a national or world-wide geographic region that encompasses the local geographic region.