Ecosystem method of aggregation and search and related techniques

• US 8,463,824 B2
• Filed: 08/19/2009
• Issued: 06/11/2013
• Est. Priority Date: 06/30/2004
• Status: Active Grant

• Current Assignee: Synacor, Inc.
• Original Assignee: Technorati, Inc. (Synacor, Inc.)
• Inventors: Sifry, David L.
• Primary Examiner(s): Le, Debbie
• Assistant Examiner(s): Mobin, Hasanul
• Application Number:
  US12/544,051
• Publication Number:
  US 20090313265A1
• Time in Patent Office: 1,392 Days
• Field of Search: None
• US Class Current: 707/804
• CPC Class Codes: G06F 16/285 Clustering or classification
• CPC Class Codes: G06F 16/958 Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
• CPC Class Codes: Y10S 707/99931 Database or file accessing
• CPC Class Codes: Y10S 707/99933 Query processing, i.e. searching

Abstract

Techniques are described for effecting data aggregation in a network. Event notifications are received from a plurality of content sites on the network. Each event notification indicates occurrence of an event associated with a corresponding one of the content sites. Each event corresponds to a change to content associated with the corresponding content site. In response to each event notification, event metadata are generated. The event metadata include a time stamp for the event and change data corresponding to the change to the content. The event metadata are indexed in a plurality of databases with reference to a plurality of index metrics including the time stamp. The indexing of the event metadata for each event occurs within days, hours, or even minutes of receipt of the corresponding event notification thereby enabling retrieving of the changes to the content from the plurality of databases using any of the index metrics in near real time.

Claims

1. A computer-implemented method of data aggregation in a network, comprising:

receiving event notifications from a plurality of content sites on the network, each event notification indicating occurrence of an event associated with a corresponding one of the content sites, each event corresponding to a posting of content on the corresponding content site by an individual;

in response to each event notification, generating event metadata, the event metadata including a time stamp for the event and change data corresponding to the posting of content, the event metadata for selected ones of the events include inbound link data representing links pointing to the content associated with the selected events;

indexing the event metadata in an ordered-by-authority database in which the event metadata corresponding to the selected events are ordered with reference to the inbound link data; and

identifying authoritative ones of the individuals for each of a plurality of categories with reference to the inbound link data in the ordered-by-authority database representing inbound links pointing to the content posted by the authoritative individuals.

2. The method of claim 1 wherein the event notifications are generated by event notification code associated with content publishing code.

3. The method of claim 2 wherein the content publishing and event notification codes both reside on selected ones of the content sites.

4. The method of claim 3 wherein the event notification code is integrated with the content publishing code on at least some of the selected content sites.

5. The method of claim 2 wherein at least a portion of the content publishing and event notification codes resides on a third party service provider network separate from and associated with selected ones of the content sites.

6. The method of claim 2 wherein the content publishing code comprises any of a web log publishing tool, a wiki web page editing tool, a social network profile editing tool, a content management system tool, and a personal publishing tool.

7. The method of claim 1 further comprising, in response to selected ones of the event notifications, retrieving at least a portion of the event metadata from the corresponding content sites, wherein retrieving at least a portion of the event metadata comprises one or more of spidering the corresponding site, inferring known metadata locations for feeds, or inferring known metadata locations for profile pages.

8. The method of claim 1 wherein the event metadata for each event further relates to any of a uniform resource locator (URL) associated with the content site corresponding to the event, a permalink associated with the posting of content, a content creator identifier corresponding to the individual posting the content, an event type identifier, an event identifier, the content, at least one keyword relating to the content, inbound links to the content, outbound links from the content, or any structured data or metadata associated with the event.

9. The method of claim 1 further comprising indexing all of the event metadata in a global database.

10. The method of claim 1 further comprising indexing all of the event metadata in an ordered-by-time database primarily with reference to the time stamp.

11. The method of claim 1 wherein the event metadata for particular ones of the events include keyword data relating to keywords identified in the content associated with the particular events, the method further comprising indexing the event metadata for the particular events in an ordered-by-keyword database primarily with reference to the keyword data.

12. The method of claim 1 wherein identifying the authoritative individuals for each category comprises identifying specific content in the category generated by the authoritative individuals with reference to a number of inbound links associated with the specific content.

13. The method of claim 1 wherein identifying the authoritative individuals for each category comprises identifying first specific content in the category directed to which second specific content associated with the authoritative individuals includes outbound links.

14. The method of claim 1 further comprising tracking responses of a plurality of responding individuals to a specific event, wherein tracking of the responses is done with reference to responsive content generated by the responding individuals and indexed in the plurality of databases.

15. The method of claim 1 wherein the indexing of the event metadata for each event occurs within one of 12 hours, six hours, three hours, two hours, one hour, 10 minutes, or 2 minutes.

35. The method of claim 1 wherein identifying the authoritative individuals for each category comprises determining an authority level of each of the authoritative individuals with reference to a number of inbound links associated with that authoritative individual.

36. The method of claim 1 wherein identifying the authoritative individuals for each category comprises determining an authority level of each of the authoritative individuals with reference to one or more other authority levels for other authoritative individuals corresponding to the inbound links associated with that authoritative individual.

37. The method of claim 1 wherein identifying the authoritative individuals for each category comprises determining an authority level of each of the authoritative individuals with reference to one or more of the categories associated with other authoritative individuals corresponding to the inbound links associated with that authoritative individual.

38. The method of claim 1 wherein indexing the event metadata in the ordered-by-authority database comprises indexing the event metadata across a plurality of database segments having different sizes, the event metadata for first ones of the authoritative individuals having high authority levels being indexed in smaller ones of the database segments than the event metadata for second ones of the authoritative individuals having low authority levels.

39. The method of claim 1 further comprising identifying one or more recent content postings for one or more of the authoritative individuals for a specific one of the plurality of categories.

40. The method of claim 1 further comprising determining a search engine relevancy score for a content posting with reference to one or more authority values associated with a corresponding one of the authoritative individuals.

41. The method of claim 1 further comprising identifying one or more of the authoritative individuals that posted content relating to a particular topic that became a focus of a subsequent news event.

42. The method of claim 1 further comprising identifying currently relevant content postings with reference to the inbound link data.

43. The method of claim 42 further comprising identifying one or more of the categories for selected ones of the currently relevant content postings.

16. A system for facilitating data aggregation in a network, the system comprising one or more computing devices, the one or more computing devices including memory and one or more processors configured to:

receive event notifications from a plurality of content sites on the network, each event notification indicating occurrence of an event associated with a corresponding one of the content sites, each event corresponding to a posting of content on the corresponding content site by an individual;

generate event metadata in response to each event notification, the event metadata including a time stamp for the event and change data corresponding to the posting of content, the event metadata for selected ones of the events include inbound link data representing links pointing to the content associated with the selected events;

index the event metadata in an ordered-by-authority database in which the event metadata corresponding to the selected events are ordered with reference to the inbound link data; and

identify authoritative ones of the individuals for each of a plurality of categories with reference to the inbound link data in the ordered-by-authority database representing inbound links pointing to the content posted by the authoritative individuals.

17. The system of claim 16 wherein the one or more computing devices are further configured to, in response to selected ones of the event notifications, retrieve at least a portion of the event metadata from the corresponding content sites by one or more of spidering the corresponding site, inferring known metadata locations for feeds, or inferring known metadata locations for profile pages.

18. The system of claim 16 wherein the event metadata for each event further relates to any of a uniform resource locator (URL) associated with the content site corresponding to the event, a permalink associated with the posting of content, a content creator identifier corresponding to the individual posting the content, an event type identifier, an event identifier, the content, at least one keyword relating to the content, inbound links to the content, outbound links from the content, or any structured data or metadata associated with the event.

19. The system of claim 16 wherein the one or more computing devices are further configured to index all of the event metadata in a global database.

20. The system of claim 16 wherein the one or more computing devices are further configured to index all of the event metadata in an ordered-by-time database primarily with reference to the time stamp.

21. The system of claim 16 wherein the event metadata for particular ones of the events include keyword data relating to keywords identified in the content associated with the particular events, and wherein the one or more computing devices are further configured to index the event metadata for the particular events in an ordered-by-keyword database primarily with reference to the keyword data.

22. The system of claim 16 wherein the one or more computing devices are configured to identify the authoritative individuals for each category by identifying specific content in the category generated by the authoritative individuals with reference to a number of inbound links associated with the specific content.

23. The system of claim 16 wherein the one or more computing devices are configured to identifying the authoritative individuals for each category by identifying first specific content in the category directed to which second specific content associated with the authoritative individuals includes outbound links.

24. The system of claim 16 wherein the one or more computing devices are further configured to track responses of a plurality of responding individuals to a specific event, wherein tracking of the responses is done with reference to responsive content generated by the responding individuals.

25. The system of claim 16 wherein the indexing of the event metadata for each event occurs within one of 12 hours, six hours, three hours, two hours, one hour, 10 minutes, or 2 minutes.

26. The system of claim 16 wherein the one or more computing devices are configured to identify the authoritative individuals for each category by determining an authority level of each of the authoritative individuals with reference to a number of inbound links associated with that authoritative individual.

27. The system of claim 16 wherein the one or more computing devices are configured to identify the authoritative individuals for each category by determining an authority level of each of the authoritative individuals with reference to one or more other authority levels for other authoritative individuals corresponding to the inbound links associated with that authoritative individual.

28. The system of claim 16 wherein the one or more computing devices are configured to identify the authoritative individuals for each category by determining an authority level of each of the authoritative individuals with reference to one or more of the categories associated with other authoritative individuals corresponding to the inbound links associated with that authoritative individual.

29. The system of claim 16 wherein the one or more computing devices are configured to index the event metadata in the ordered-by-authority database by indexing the event metadata across a plurality of database segments having different sizes, the event metadata for first ones of the authoritative individuals having high authority levels being indexed in smaller ones of the database segments than the event metadata for second ones of the authoritative individuals having low authority levels.

30. The system of claim 16 wherein the one or more computing devices are further configured to identify one or more recent content postings for one or more of the authoritative individuals for a specific one of the plurality of categories.

31. The system of claim 16 wherein the one or more computing devices are further configured to determine a search engine relevancy score for a content posting with reference to one or more authority values associated with a corresponding one of the authoritative individuals.

32. The system of claim 16 wherein the one or more computing devices are further configured to identify one or more of the authoritative individuals that posted content relating to a particular topic that became a focus of a subsequent news event.

33. The system of claim 16 wherein the one or more computing devices are further configured to identify currently relevant content postings with reference to the inbound link data.

34. The system of claim 33 wherein the one or more computing devices are further configured to identify one or more of the categories for selected ones of the currently relevant content postings.