System and method for indexing a network of interrelated elements

• US 7,761,423 B1
• Filed: 10/11/2006
• Issued: 07/20/2010
• Est. Priority Date: 10/11/2005
• Status: Active Grant

• Current Assignee: ESW Holdings, Inc. (ESW Capital, LLC)
• Original Assignee: OneSpot, Inc.
• Inventors: Cohen, Nathan Matthew
• Primary Examiner(s): Jalil; Neveen Abel
• Assistant Examiner(s): MINCEY, JERMAINE A
• Application Number:
  US11/545,875
• Time in Patent Office: 1,378 Days
• Field of Search: 707/102
• US Class Current: 707/637
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising

Abstract

The system provides a technique for finding relevant content and content sources based on the aggregation and analysis of individual indications of relevance. The system identifies and provides selections of relevant content. It may comprise a selection acquisition subsystem, a selection network repository subsystem, a scoring engine, and a recommendation engine, and is used to generate sources of content comprising sets of prioritized links directed to a topic or community of interest.

Claims

1. A method comprising:

receiving a first set of addresses, wherein;

each address in the first set of addresses indicates a corresponding content feed in a first set of content feeds on a computer network, and

each content feed in the first set of content feeds comprises addresses of content on the computer network;

generating a topic linkset, wherein;

the topic linkset comprises addresses from content feeds in the first set of content feeds;

selecting a content feed from a repository of content feeds, wherein;

the repository of content feeds comprises data regarding at least one content feed distinct from the first set of content feeds;

evaluating the selected content feed, wherein the evaluating comprises;

identifying addresses in the selected content feed,

comparing the addresses in the selected content feed with the addresses in the topic linkset, wherein the comparing comprises;

determining a count of addresses, among the addresses in the selected content feed, that are among the addresses in the topic linkset, and

scoring the selected content feed based at least in part on the comparing;

repeating the selecting and the evaluating for a plurality of content feeds from the repository of content feeds;

selecting a second set of addresses based at least in part on the scoring, wherein;

each address in the second set of addresses indicates a corresponding content feed in a second set of content feeds, and

the second set of content feeds is a subset of the plurality of content feeds from the repository of content feeds;

generating an output based at least in part on the second set of addresses; and

storing the output in a computer memory.

2. The method of claim 1, wherein:

the first set of content feeds is selected by a user as relevant examples for a topic of interest; and

the second set of content feeds is provided to the user.

3. The method of claim 1, wherein the repository of content feeds comprises dynamic content feeds that change over time, the method comprising:

re-selecting a content feed from the repository of content feeds;

re-evaluating the re-selected content feed, wherein the re-evaluating comprises;

identifying addresses in the re-selected content feed,

re-comparing the addresses in the re-selected content feed with the addresses in the topic linkset, and

scoring the selected content feed based at least in part on the re-comparing;

updating the second set of addresses based at least in part on the re-evaluating; and

generating an updated output based at least in part on the updated second set of addresses.

4. The method of claim 3, wherein:

the re-selecting, the re-evaluating, and the updating are performed according to a predefined schedule; and

the generating the output and the generating the updated output are used to generate an output content feed.

5. The method of claim 1, wherein the comparing comprises:

determining a count of content feeds, from the first set of content feeds, that comprise;

at least one address among the addresses in the selected content feed.

6. The method of claim 1, wherein the comparing comprises:

determining a count of addresses, from a content feed in the first set of content feeds, that are among the addresses in the selected content feed.

7. A computer system comprising:

a computer memory storing a repository of content feeds; and

a processor coupled to the computer memory, wherein the processor is configured to;

receive an input set of addresses, wherein

each address in the input set of addresses indicates a corresponding content feed in a first set of content feeds on a computer network,

each content feed in the first set of content feeds comprises addresses of content on the computer network, and

the repository of content feeds comprises data regarding at least one content feed distinct from the first set of content feeds,

generate a topic linkset, wherein;

the topic linkset comprises addresses from content feeds in the first set of content feeds,

for each content feed in a plurality of content feeds from the repository,

(a) perform a comparison of addresses in the content feed with the addresses in the topic linkset, wherein the comparison is based at least in part on;

a count of addresses, among the addresses in the selected content feed, that are among the addresses in the topic linkset, and

(b) assign a score to the content feed based at least in part on the comparison,

generate, based at least in part on the assigned scores, an output set of addresses, wherein each address in the output set of addresses indicates a corresponding content feed in the plurality of content feeds.

8. The system of claim 7, comprising:

an input device coupled to the processor; and

an output device coupled to the processor, wherein;

the first set of content feeds is selected by a user as relevant examples for a topic of interest,

the processor is configured to receive the input set of addresses through the input device, and

the processor is configured to provide the output set of addresses through the output device to the user.

9. The system of claim 7, comprising a network interface coupled to the processor, wherein:

the network interface is configured to be coupled to the computer network;

the content feeds in the repository comprises dynamic content feeds that change over time; and

the processor is configured to

update the repository with changes in the dynamic content feeds,

for each dynamic content feed in the plurality of content feeds,

(aa) update the comparison of addresses in the content feed with the addresses in the topic linkset, and

(bb) update the score assigned to the content feed, based at least in part on the updated comparison, and

update the output set of addresses based at least in part on the updated scores.

10. The system of claim 9, wherein the processor is configured to:

monitor the plurality of content feeds through the network interface; and

update the repository according to a predefined schedule.

11. The system of claim 7, wherein the processor is configured to perform the comparison at least in part by determining a count of content feeds, from the first set of content feeds, that comprise:

at least one address among the addresses in the content feed.

12. The system of claim 7, wherein the wherein the processor is configured to perform the comparison at least in part by determining a count of addresses, from a content feed in the first set of content feeds, that are among the addresses in the content feed.

13. A computer-readable storage medium encoded with instructions executable by at least one processor, the instructions comprising:

instructions for receiving a first set of addresses, wherein;

each address in the first set of addresses indicates a corresponding content feed in a first set of content feeds on a computer network, and

each content feed in the first set of content feeds comprises addresses of content on the computer network;

instructions for generating a topic linkset, wherein;

the topic linkset comprises addresses from content feeds in the first set of content feeds;

instructions for selecting a content feed from a repository of content feeds,

wherein;

the repository of content feeds comprises data regarding at least one content feed distinct from the first set of content feeds;

instructions for evaluating the selected content feed, wherein the instructions for evaluating comprise;

instructions for identifying addresses in the selected content feed,

instructions for comparing the addresses in the selected content feed with the addresses in the topic linkset, wherein the instructions for comparing comprise;

instructions for determining a count of addresses, among the addresses in the selected content feed, that are among the addresses in the topic linkset, and

instructions for scoring the selected content feed based at least in part on the comparing;

instructions for repeating the selecting and the evaluating for a plurality of content feeds from the repository of content feeds;

instructions for selecting a second set of addresses based at least in part on the scoring, wherein;

each address in the second set of addresses indicates a corresponding content feed in a second set of content feeds, and

the second set of content feeds is a subset of the plurality of content feeds from the repository of content feeds; and

instructions for generating an output based at least in part on the second set of addresses.

14. The computer-readable storage medium of claim 13, wherein:

the first set of content feeds is selected by a user as relevant examples for a topic of interest; and

the second set of content feeds is provided to the user.

15. The computer-readable storage medium of claim 13, wherein the repository of content feeds comprises content feeds that change over time, the instructions comprising:

instructions for re-selecting a content feed from the repository of content feeds;

instructions for re-evaluating the re-selected content feed, wherein the instructions for re-evaluating comprises;

instructions for identifying addresses in the re-selected content feed,

instructions for re-comparing the addresses in the re-selected content feed with the addresses in the topic linkset, and

instructions for scoring the selected content feed based at least in part on the re-comparing;

instructions for updating the second set of addresses based at least in part on the re-evaluating; and

instructions for generating an updated output based at least in part on the updated second set of addresses.

16. The computer-readable storage medium of claim 15, the instructions comprising:

instructions for performing the re-selecting, the re-evaluating, and the updating according to a predefined schedule.

17. The computer-readable storage medium of claim 13, wherein the instructions for comparing comprise:

instructions for determining a count of content feeds, from the first set of content feeds, that comprise;

at least one address among the addresses in the selected content feed.

18. The computer-readable storage medium of claim 13, wherein the instructions for comparing comprise:

instructions for determining a count of addresses, from a content feed in the first set of content feeds, that are among the addresses in the selected content feed.

19. A system comprising:

means for receiving a first set of addresses, wherein;

each address in the first set of addresses indicates a corresponding content feed in a first set of content feeds on a computer network, and

each content feed in the first set of content feeds comprises addresses of content on the computer network;

means for generating a topic linkset, wherein;

the topic linkset comprises addresses from content feeds in the first set of content feeds;

means for selecting a content feed from a repository of content feeds, wherein;

the repository of content feeds comprises data regarding at least one content feed distinct from the first set of content feeds;

a memory;

a processor coupled to the memory and configured to perform an evaluating of the selected content feed, wherein the evaluating comprises;

identifying addresses in the selected content feed,

comparing the addresses in the selected content feed with the addresses in the topic linkset, wherein the comparing comprises;

determining a count of addresses, among the addresses in the selected content feed, that are among the addresses in the topic linkset, and

generating a score for the selected content feed based at least in part on the comparing, and

storing the score in the memory;

means for repeating the selecting and the evaluating for a plurality of content feeds from the repository of content feeds;

means for selecting a second set of addresses based at least in part on the scores stored in the memory, wherein;

each address in the second set of addresses indicates a corresponding content feed in a second set of content feeds, and

the second set of content feeds is a subset of the plurality of content feeds from the repository of content feeds; and

means for generating an output based at least in part on the second set of addresses.

20. The system of claim 19, wherein:

the first set of content feeds is selected by a user as relevant examples for a topic of interest; and

the second set of content feeds is provided to the user.

21. The system of claim 19, wherein the repository of content feeds comprises content feeds that change over time, the system comprising:

means for re-selecting a content feed from the repository of content feeds;

means for re-evaluating the re-selected content feed, wherein the means for re-evaluating comprises;

means for identifying addresses in the re-selected content feed,

means for re-comparing the addresses in the re-selected content feed with the addresses in the topic linkset, and

means for scoring the selected content feed based at least in part on the re-comparing;

means for updating the second set of addresses based at least in part on the re-evaluating; and

means for generating an updated output based at least in part on the updated second set of addresses.

22. The system of claim 21, wherein:

the means for re-selecting, the means for re-evaluating, and the means for updating are configured to operate according to a predefined schedule; and

the means for generating the output and the means for generating the updated output are configured to generate an output content feed.

23. The system of claim 19, wherein the comparing comprises:

determining a count of content feeds, from the first set of content feeds, that comprise;

at least one address among the addresses in the selected content feed.

24. The system of claim 19, wherein the comparing comprises:

determining a count of addresses, from a content feed in the first set of content feeds, that are among the addresses in the selected content feed.