Integrated collaborative/content-based filter structure employing selectively shared, content-based profile data to evaluate information entities in a massive information network
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United States of America Patent
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Oct 23, 2001
Issued Date -
N/A
app pub date -
Nov 19, 1998
filing date -
Apr 4, 1996
priority date (Note) -
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Abstract
An information processing system employs an integrated collaborative/content-based information filter structure to find network informons relevant to information desired by an individual user. The filter structure includes a three-level content-based filter which preprocesses informons in a first level to pass only relevant informons, applies community filters in a second level to pass relevant informons to matching communities of users, and applies in a bottom level user filters within each community to pass relevant informons to matching users. Collaborative filtering is integrated with content-based filtering through agent mind melding by which content profile data used in the content-based filtering is formed from a merger of an individual-user or member client data profile and any similar data profiles of other users or other member clients. A threshold level of similarity is required an other-user data profile to be classified as similar for merger with the individual-user data profile.

First Claim
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- 15 United States
- 10 France
- 8 Japan
- 7 China
- 5 Korea
- 2 Other
Patent Owner(s)
Patent Owner | Address | |
---|---|---|
HUDSON BAY MASTER FUND LTD | C/O HUDSON BAY CAPITAL MANAGEMENT LP 777 THIRD AVENUE 30TH FLOOR NEW YORK NY 10017 |
International Classification(s)
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
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Kosak, Donald M | Pittsburgh, PA | 7 | 2725 |
Lang, Andrew K | Pittsburgh, PA | 18 | 2923 |
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Maintenance Fees
Fee | Large entity fee | small entity fee | micro entity fee | due date |
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Fee | Large entity fee | small entity fee | micro entity fee |
---|---|---|---|
Surcharge after expiration - Late payment is unavoidable | $700.00 | $350.00 | $175.00 |
Surcharge after expiration - Late payment is unintentional | $1,640.00 | $820.00 | $410.00 |
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