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Herz et al.

[54] SYSTEM FOR GENERATION OF USER PROFILES FOR A SYSTEM FOR CUSTOMIZED ELECTRONIC IDENTIFICATION OF DESIRABLE OBJECTS

[76] Inventors: Frederick S. M. Herz. Box 625

Canaan Valley. Davis, W. Va. 26260;
Jason M. Eisner, 1015 Spruce St.,
Philadelphia. Pa. 19107; Lyle H.
Ungar, 321 S. 20th St.. Philadelphia.
Pa. 19103; Mitchell P. Marcus. 7200
Mccallum St.. Philadelphia. Pa. 19119

[21] Appl. No.: 551,197
[22] Filed: Oct 31, 1995

Related U.S. Application Data

[63] Continuation-in-part of Ser. No. 346,425, Nov. 29, 1994.

[51] Int CI6 H04H 1/00; H04N 7/10;

H04N 7/14; H01J 13/00

[52] U.S. CI 455/4.2; 348/2; 348/7;

348/10; 348/12; 395/200.49; 455/5.1

[58] Field of Search 455/3.1. 4.1, 4.2.

455/5.1, 6.1, 6.2; 348/1. 2, 6, 7. 8, 10. 11. 12. 13; 395/200.47, 200.48. 200.49;

H04N 7/10, 7/14, 7/173

[56] References Cited

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5,276,736 1/1994 Chaum 380/24

(List continued on next page.)

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US005754939A [ii] Patent Number: 5,754,939 [45] Date of Patent: May 19, 1998

OTHER PUBLICATIONS

Damashek. M.. Gauging Similarity via N-Grams: Language-Independent Sorting. Categorization, and Retrieval of Text. pp. 1-11, Jan. 24. 1995.

Salton, G.. "Developments in Automatic Text Retrieval",
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Chaum. D.. "Achieving Electronic Privacy", Scientific
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Loeb, S.. "Architecting Personalized Delivery of Multimedia Information", Communications of the ACM, Dec. 1992, vol. 35. No. 12. pp. 39-50.

(List continued on next page.)

Primary Examiner—John K. Peng

Assistant Examiner—John W. Miller

Attorney, Agent, or Firm—Duft. Graziano & Forest. P.C.

[57] ABSTRACT

This invention relates to customized electronic identification of desirable objects, such as news articles, in an electronic media environment, and in particular to a system that automatically constructs both a "target profile" for each target object in the electronic media based, for example, on the frequency with which each word appears in an article relative to its overall frequency of use in all articles, as well as a "target profile interest summary" for each user, which target profile interest summary describes the user's interest level in various types of target objects. The system then evaluates the target profiles against the users' target profile interest summaries to generate a user-customized rank ordered listing of target objects most likely to be of interest to each user so that the user can select from among these potentially relevant target objects, which were automatically selected by this system from the plethora of target objects that are profiled on the electronic media. Users' target profile interest summaries can be used to efficiently organize the distribution of information in a large scale system consisting of many users interconnected by means of a communication network. Additionally, a cryptographically-based pseudonym proxy server is provided to ensure the privacy of a user's target profile interest summary, by giving the user control over the ability of third parties to access this summary and to identify or contact the user.

22 Claims, 13 Drawing Sheets

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Page 2

U.S. PATENT DOCUMENTS

5,301,109 4/1994 Landauer et al 364/419

5,321,833 6/1994 Chang et al 395/600

5,331,554 7/1994 Graham 364/419.07

5,331,556 7/1994 Black, Jr. et al 364/419.01

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5.410,344 4/1995 Graves et al 348/1

5,469,206 11/1995 Strubbe et al 348/7

5,483,278 1/1996 Strubbe et al 348/7

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5,600,364 2/1997 Hendricks et al 348/1

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