Method and apparatus for distributing information to users

• US 7,974,975 B2
• Filed: 02/01/2006
• Issued: 07/05/2011
• Est. Priority Date: 06/11/1999
• Status: Expired due to Fees

• Current Assignee: Abuzz Technologies, Inc. (Times Co. Digital, Inc.)
• Original Assignee: Abuzz Technologies, Inc. (Times Co. Digital, Inc.)
• Inventors: Cutts, Shaun, Pollack, Jordan, Stevenson, Jeremy, Rodriguez, Andres, Umanoff, Zak
• Primary Examiner(s): LEWIS, CHERYL RENEA
• Application Number:
  US11/345,535
• Publication Number:
  US 20060184557A1
• Time in Patent Office: 1,980 Days
• Field of Search: 707/728, 707/748, 707/733
• US Class Current: 707/733
• CPC Class Codes: G06F 16/335 Filtering based on additional data, e.g. user or group profiles filtering in web context G06F16/9535, G06F16/9536
• CPC Class Codes: G06Q 10/107 Computer-aided management of electronic mailing [e-mailing]
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising

Abstract

A method and apparatus for providing information to a plurality of users based on the relevancy of the information to the users are disclosed. An incoming message is received. Similarity scores are generated indicating similarities of the incoming message to features of a plurality of messages. Relevancy scores are generated for the plurality of users, the relevancy scores indicating relevancies of the incoming message to the plurality of users based on the similarity scores and a plurality of user profiles including information descriptive of the plurality of users'"'"' preferences for the features of the plurality of users. Message information derived from the incoming message, the relevancy scores, and the plurality of user profiles is delivered to at least some of the plurality of users.

Claims

1. A method for providing information to a plurality of users based on the relevancy of the information to the users, the method comprising steps of:

(A) receiving an incoming message;

(B) generating similarity scores indicating similarities of the incoming message to features of a plurality of messages previously received, wherein each similarity score is generated based on a comparison of the incoming message to one of the plurality of messages and indicates a degree of similarity between the incoming message and the one of the plurality of messages;

(C) generating relevancy scores for the plurality of users, the relevancy scores indicating relevancies of the incoming message to the plurality of users based on the similarity scores and a plurality of user profiles including information descriptive of the plurality of users'"'"' preferences for the features of the plurality of users; and

(D) delivering, to at least some of the plurality of users, message information derived from the incoming message, the relevancy scores, and the plurality of user profiles.

2. The method of claim 1, wherein the step (B) comprises steps of:

(B)(1) querying a message feature database using the incoming message to develop search results, the message feature database including records descriptive of the features of the plurality of messages; and

(B)(2) generating the relevancy scores based on the search results.

3. The method of claim 1, wherein the plurality of user profiles include a preference matrix indicating preferences of the plurality of users for the features, and wherein the step (C) comprises a step of:

(C)(1) generating the relevancy scores by performing vector multiplication of a vector representing the similarity scores by vectors in the preference matrix.

4. The method of claim 1, further comprising steps of:

(E) receiving user feedback from one of the plurality of users; and

(F) modifying the user'"'"'s profile in the plurality of user profiles database based on the user feedback.

5. The method of claim 4, wherein the step (E) comprises a step of receiving an indication from the user that the user has expressed a positive preference for the message information.

6. The method of claim 4, wherein the step (E) comprises a step of receiving an indication from the user that the user has expressed a negative preference for the message information.

7. The method of claim 1, wherein the plurality of user profiles includes relevancy thresholds for the plurality of users, and wherein the step (D) comprises steps of:

(D)(1) comparing the relevancy scores to the relevancy thresholds; and

(D)(2) delivering the message information only to those users whose relevancy scores satisfy the corresponding relevancy thresholds.

8. The method of claim 1, wherein the plurality of user profiles includes a maximum number of users to whom the message information is to be delivered, and wherein the step (D) comprises a step of:

(D)(1) delivering the message information to no greater than the maximum number of users.

9. The method of claim 1, wherein the plurality of user profiles includes a minimum number of users to whom the message information is to be delivered, and wherein the step (D) comprises a step of:

(D)(1) delivering the message information to no fewer than the minimum number of users.

10. The method of claim 1, wherein the step (D) comprises a step of sending the message information to the at least some of the plurality of users as at least one electronic mail message.

11. The method of claim 1, wherein the step (D) comprises a step of:

(D)(1) displaying the message information to a particular one of the plurality of users in a message display.

12. The method of claim 11, wherein the step (D)(1) comprises a step of:

displaying the message information to the particular one of the plurality of users in a message display that indicates the relevancy score of the incoming message for the particular one of the plurality of users in relation to relevancy scores of other messages for the particular one of the plurality of users.

13. The method of claim 1, wherein the step (D) comprises a step of:

(D)(1) responding to a request from a process executing on a client computer for message information satisfying specified criteria.

14. The method of claim 13, wherein the process is associated with a particular one of the plurality of users, and wherein the step (D)(1) comprises a step of responding to a request from the process executing on the client computer for message information corresponding to a specified number of messages having optimal relevancy scores for the particular one of the plurality of users.