Navigation system with classification mechanism and method of operation thereof
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United States of America Patent
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Oct 24, 2017
Grant Date -
Jun 11, 2015
app pub date -
Dec 5, 2014
filing date -
Dec 9, 2013
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Abstract
A method of operation of a navigation system includes: generating a signal weight with a control unit based on a feature extracted from a user activity; generating an activity model based on the signal weight for representing the feature as a positive weight or a negative weight depending on an activity type, a category of interest, or a combination thereof; classifying a user entry based on comparing the feature of the user entry to the feature represented in the activity model; and determining a user's intention based on the user entry classified for presenting a point of interest on a device.
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