System and method for learning patterns of behavior and operating a monitoring and response system based thereon
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United States of America Patent
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Jun 23, 2009
Grant Date -
Dec 11, 2003
app pub date -
Jan 10, 2003
filing date -
Jan 22, 2002
priority date (Note) -
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Abstract
A system and method of operating a monitoring and response system for an actor in a daily living environment that relies upon learned models of behavior for adapting system operation. The learned model of behavior preferably includes sequential patterns organized pursuant to assigned partition values that in turn are generated based upon an evaluation of accumulated data. Based upon reference to the learned model of behavior, the system can generate more appropriate response plans based upon expected or unexpected activities, more readily recognize intended activities, recognize abandoned tasks, formulate probabilities of method choice, build probabilities of action success, anticipate and respond to actor movement within the environment, optimize response plan effectiveness, and share learned models across two or more separate system installations.
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