MINING LIFE PATTERN BASED ON LOCATION HISTORY

Patent №

US 8,275,649

Granted

2012-09-25

Filed 2009

Owner

MICROSOFT CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12562588

Techniques for providing mining life pattern are described. This disclosure describes mining a life pattern of an individual, for example, by identifying places visited during the individual's daily activities. Mining the individual life pattern includes collecting location data for the individual and predicting behaviors and preferences of the individual based at least in part on a location history. The location history of the individual is represented with a sequence of geographical regions that have been visited by the individual with corresponding arrival and departure times for each region. Once the life pattern is predicted from the location history, information is recommended to the individual based at least in part on the life pattern.

Knowledge representationPlanningAI hardwareG06Q 30/02G06Q 30/0201G06Q 30/0205G06Q 30/0261

AI classification

Knowledge representation1.00
Planning0.99
AI hardware0.89
Evolutionary computation0.23
Machine learning0.23
Vision0.06
Speech0.05
Natural language0.00

Ownership

MICROSOFT CORPORATION

assignment · 235040057

Assignors

ZHENG, YU, YE, YANG, XIE, XING

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

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