METHOD FOR ADAPTIVELY BUILDING A BASELINE BEHAVIOR MODEL

Patent №

US 8,326,987

Granted

2012-12-04

Filed 2009

Owner

Lab

AI components

4

ml · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12614774

A method for generating an auto-adaptive baseline model for profiling the individual and collective behavior of a plurality of users in a network is provided. The method comprises the steps of creating a model, defining a plurality of members and a plurality of collective variables, each member corresponding to a user, and including a plurality of individual variables, defining conditions for each collective variable and individual variable, upon detecting an activity by a user, updating corresponding individual variables and collective variables, comparing updated individual variables and collective variables against corresponding conditions. If condition is met, an alert event is issued to notify designated personnel; otherwise, returning to the step of upon detecting activity. Finally, upon receiving an alert event, the designated personnel decides whether to manually redefine the conditions or to ignore the alert event. If the alert event is ignored, said conditions are automatically redefined in accordance with system defined mechanism.

Machine learningKnowledge representationPlanningAI hardwareH04L 67/51G06F 21/554G06N 20/00H04L 41/0681H04L 63/1416H04L 63/102

AI classification

Planning1.00
Knowledge representation0.99
Machine learning0.88
AI hardware0.87
Vision0.01
Natural language0.01
Evolutionary computation0.00
Speech0.00
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