PERSONA-BASED APPLICATION PERSONALIZATION

Patent №

US 7,613,692

Granted

2009-11-03

Filed 2006

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11459780

Systems and methods that facilitate persona-based application personalization are disclosed. A persona is a conglomeration of a group of archetypal users that represent the personalization needs of many users and is based on observed behavior and patterns associated with the group of users. Users can be grouped into personas, and the personas can be analyzed to facilitate application personalization at a person level. Individual users can then be mapped to personas based on correlations of their respective individual behaviors and/or usage patters to the usage patterns of the persona as a whole.

AI classification

Planning1.00
Knowledge representation1.00
Machine learning1.00
Natural language0.97
AI hardware0.92
Speech0.08
Vision0.01
Evolutionary computation0.00

Ownership

MICROSOFT CORPORATION

assignment · 179930832

Assignors

HAMILTON, KEITH, ZHU, ROBERT, KOURBATOV, ALEXEI

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

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