Navigation system having point of interest recommendation mechanism and method of operation thereof
First Claim
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1. A method of operation of a navigation system comprising:
- monitoring a purchase history;
extrapolating a selection behavior from an association rule based on a confidence percentage of the association rule, wherein the association rule is determined by;
identifying patterns between purchases in the purchase history and geographic locations of the purchases determined with a global positioning system of a device associated with the purchases; and
tracking the frequency of occurrences between the purchases and the geographic locations;
extrapolating a group behavior for a member designation associated with the selection behavior, the group behavior for identifying a pattern applicable across multiple participants corresponding to the member designation;
generating a recommendation based on the group behavior; and
generating a notification with the recommendation using a control unit for displaying on the device.
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Abstract
A method of operation of a navigation system includes: monitoring a purchase history; extrapolating a selection behavior associated with the purchase history; extrapolating a group behavior for a member designation associated with the selection behavior; generating a recommendation based on the group behavior; and generating a notification with the recommendation for displaying on a device.
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Citations
20 Claims
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1. A method of operation of a navigation system comprising:
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monitoring a purchase history; extrapolating a selection behavior from an association rule based on a confidence percentage of the association rule, wherein the association rule is determined by; identifying patterns between purchases in the purchase history and geographic locations of the purchases determined with a global positioning system of a device associated with the purchases; and tracking the frequency of occurrences between the purchases and the geographic locations; extrapolating a group behavior for a member designation associated with the selection behavior, the group behavior for identifying a pattern applicable across multiple participants corresponding to the member designation; generating a recommendation based on the group behavior; and generating a notification with the recommendation using a control unit for displaying on the device. - View Dependent Claims (2, 3, 4, 5)
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6. A method of operation of a navigation system comprising:
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monitoring a purchase history; extrapolating a selection behavior from an association rule based on a confidence percentage of the association rule, wherein the association rule is determined by; identifying patterns between purchases in the purchase history and geographic locations of the purchases determined with a global positioning system of a device associated with the purchases; and tracking the frequency of occurrences between the purchases and the geographic locations; extrapolating a group behavior for a member designation associated with the selection behavior, the group behavior for identifying a pattern applicable across multiple participants corresponding to the member designation; extrapolating a plurality of a preference option based on the group behavior; selecting a recommendation from the plurality of the preference option; and generating a notification with the recommendation using a control unit for displaying on the device. - View Dependent Claims (7, 8, 9, 10)
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11. A navigation system comprising:
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a control unit configured to; monitor a purchase history; extrapolate a selection behavior from an association rule based on a confidence percentage of the association rule, wherein the association rule is determined by; identifying patterns between purchases in the purchase history and geographic locations of the purchases determined with a global positioning system of a device associated with the purchases; and tracking the frequency of occurrences between the purchases and the geographic locations; extrapolate a group behavior for a member designation associated with the selection behavior, the group behavior for identifying a pattern applicable across multiple participants corresponding to the member designation; generate a recommendation based on the group behavior; generate a notification with the recommendation; and a communication unit, coupled to the control unit, configured to communicate the notification with the recommendation. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification