Recommending location and services via geospatial collaborative filtering
First Claim
1. A system that facilitates recommendation of location and services information, comprising:
- a tracking component that tracks a location of a user;
a sensing component that senses interaction data of the user at the location;
a data component that stores data which includes at least tracking data and the interaction data; and
a filtering component that collaboratively filters the data and suggests information to the user.
2 Assignments
0 Petitions
Accused Products
Abstract
Geospatial collaborative filtering (CF) with spatial (or location) logs and location updates that facilitates recommending location and/or services information to an active user. A location tracking system tracks the user, and is employed in part to determine when the user is associated with the location, if the user pauses at the location and how long the user dwells at the location. Based in part on this data, collaborative filtering of data from others who have visited the location is applied to provide suggestions to the active user. Additionally, new information related to the location, nearby locations, and services can be presented to the user. The information can be related to businesses, weather conditions, what previous users have selected when at that location, and any amount of data desired to be accessed, for example.
272 Citations
20 Claims
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1. A system that facilitates recommendation of location and services information, comprising:
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a tracking component that tracks a location of a user;
a sensing component that senses interaction data of the user at the location;
a data component that stores data which includes at least tracking data and the interaction data; and
a filtering component that collaboratively filters the data and suggests information to the user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A computer-implemented method of recommending information to a user, comprising:
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tracking a geographic position of a user relative to a location;
sensing at least one of pause data and velocity data of the user relative to the location;
collaboratively processing stored information of other users that have visited the location, based on the dwell data; and
presenting to the user a suggestion that includes information related to at least one of another location and a service. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19)
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20. A system that facilitates recommending information to a user, comprising:
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means for tracking a geographic position of a user relative to a location;
means for sensing interaction data of the user relative to the location;
means for processing stored information associated with other users;
means for deriving a suggestion based upon results of the means for processing; and
means for presenting the suggestion in combination with enticement information that suggests to the user to go elsewhere.
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Specification