SYSTEM AND METHOD FOR GENERATING PERSONALIZED USER PROFILES AND FOR UTILIZING THE GENERATED USER PROFILES TO PERFORM ADAPTIVE INTERNET SEARCHES

Patent №

US 6,199,067

Granted

2001-03-06

Filed 1999

Owner

MIGHTIEST LOGICON UNISEARCH, INC.

+2 more

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09422286

A system and method for automatically generating personalized user profiles and for utilizing the generated profiles to perform adaptive Internet or computer data searches is provided. In accordance with the present invention, particular linguistic patterns and their frequency of recurrence are extracted from personal texts provided by the users of the system of the present invention and stored in a user profile data file such that the user profile data file is representative of the user's overall linguistic patterns and the frequencies of recurrence thereof. All documents in a remote computer system, such as the Internet, are likewise analyzed and their linguistic patterns and pattern frequencies are also extracted and stored in corresponding document profiles. When a search for particular data is initiated by the user, linguistic patterns are also extracted from a search string provided by the user into a search profile. The user profile is then cross matched with the search profile and the document profiles to determine whether any linguistic patterns match in all three profiles and to determine the magnitude of the match based on summation of respective frequencies of recurrence of the matching patterns. The documents with document profiles having the highest matching magnitudes are presented to the user as not only matching the subject of the search string, but also as corresponding to the user's cultural, educational, and social backgrounds as well as the user's psychological profile.

AI classification

Natural language1.00
AI hardware1.00
Vision1.00
Knowledge representation1.00
Machine learning0.99
Planning0.92
Speech0.68
Evolutionary computation0.00

Ownership

MIGHTIEST LOGICON UNISEARCH, INC.

assignment · 103390489

P.A. ADVISORS, LLC

assignment · 200610265

NXN TECH, LLC

namechg · 232450987

Assignors

GELLER, IIYA

On an employer assignment, the assignors are typically the inventors.

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