Method, apparatus, and computer program product for anonymizing trajectories
A method, apparatus, and computer program product are provided for anonymizing a trajectory. Methods may include: receiving a sequence of probe data points defining a portion of a trajectory, each probe data point defining a location, where an origin includes a starting point of the trajectory and a destination includes an ending point of the trajectory; initiating a timer; in response to the timer reaching a predetermined time and the portion of the trajectory not including the origin or the destination, publishing the sequence of probe data points; and in response to the timer reaching a predetermined time and the portion of the trajectory including the destination and not the origin, generating a generalized destination of the trajectory as a current geographic grid cell of the trajectory and publishing the generalized destination.
1. An apparatus comprising:
at least one processor and at least one memory including computer program code, the at least one memory and computer program code configured to, with the processor, cause the apparatus to at least:
receive a sequence of probe data points defining a portion of a trajectory, each probe data point defining a location, wherein an origin comprises a starting point of the trajectory and a destination comprises an ending point of the trajectory;
initiate a timer;
in response to the timer reaching a predetermined time and the portion of the trajectory not including the origin or the destination, publish the sequence of probe data points;
in response to the timer reaching the predetermined time and the portion of the trajectory including the destination and not the origin, generate a generalized destination of the trajectory as a current geographic grid cell of the trajectory and publish the generalized destination of the trajectory; and
in response to the timer reaching the predetermined time and the portion of the trajectory including the origin and not the destination, generate a generalized origin of the trajectory as a geographic grid cell containing the origin and publish the generalized origin of the trajectory.
2. The apparatus of claim 1 , wherein in response to the timer reaching the predetermined time and the portion of the trajectory including both the origin and the destination of the trajectory, failing to publish the sequence of probe data points.
3. The apparatus of claim 1 , wherein the starting point of the trajectory comprises a first probe data point having a dwell time greater than a first predefined time before a next probe data point having a different location than the first probe data point.
4. The apparatus of claim 3 , wherein the ending point of the trajectory comprises a second probe data point having a dwell time greater than a second predefined time after reaching a location of the second probe data point.
5. The apparatus of claim 1 , wherein in response to the sequence of probe data points defining the portion of the trajectory crossing from a first geographic cell into a second geographic cell, publish the portion of the trajectory.
6. The apparatus of claim 1 , wherein causing the apparatus to publish the sequence of probe data points comprises causing the apparatus to publish the sequence of probe data points to a location-based service provider.
7. The apparatus of claim 1 , wherein causing the apparatus to publish the sequence of probe data points comprises causing the apparatus to publish the sequence of probe data points in near real-time delayed no more than the predetermined time from receipt of the sequence of probe data points.
8. A computer program product comprising at least one non-transitory computer-readable storage medium having computer-executable program code portions stored therein, the computer-executable program code portions comprising program code instructions configured to:
receive a sequence of probe data points defining a portion of a trajectory, each probe data point defining a location, wherein an origin comprises a starting point of the trajectory and a destination comprises an ending point of the trajectory;
initiate a timer;
in response to the timer reaching a predetermined time and the portion of the trajectory not including the origin or the destination, publish the sequence of probe data points;
in response to the timer reaching the predetermined time and the portion of the trajectory including the destination and not the origin, generate a generalized destination of the trajectory as a current geographic grid cell of the trajectory and publish the generalized destination of the trajectory; and
in response to the timer reaching the predetermined time and the portion of the trajectory including the origin and not the destination, generate a generalized origin of the trajectory as a geographic grid cell containing the origin and publish the generalized origin of the trajectory.
9. The computer program product of claim 8 , wherein in response to the timer reaching the predetermined time and the portion of the trajectory including both the origin and the destination of the trajectory, failing to publish the sequence of probe data points.
10. The computer program product of claim 8 , wherein the starting point of the trajectory comprises a first probe data point having a dwell time greater than a first predefined time before a next probe data point having a different location than the first probe data point.
11. The computer program product of claim 10 , wherein the ending point of the trajectory comprises a second probe data point having a dwell time greater than a second predefined time after reaching a location of the second probe data point.
12. The computer program product of claim 8 , wherein in response to the sequence of probe data points defining the portion of the trajectory crossing from a first geographic cell into a second geographic cell, publish the portion of the trajectory.
13. The computer program product of claim 8 , wherein the program code instructions to publish the sequence of probe data points comprise program code instructions to publish the sequence of probe data points to a location-based service provider.
14. The computer program product of claim 8 , wherein the program code instructions to publish the sequence of probe data points comprise program code instructions to publish the sequence of probe data points in near real-time delayed no more than the predetermined time from receipt of the sequence of probe data points.
15. A method comprising:
receiving a sequence of probe data points defining a portion of a trajectory, each probe data point defining a location, wherein an origin comprises a starting point of the trajectory and a destination comprises an ending point of the trajectory;
initiating a timer;
in response to the timer reaching a predetermined time and the portion of the trajectory not including the origin or the destination, publishing the sequence of probe data points;
in response to the timer reaching the predetermined time and the portion of the trajectory including the destination and not the origin, generating a generalized destination of the trajectory as a current geographic grid cell of the trajectory and publishing the generalized destination of the trajectory; and
in response to the timer reaching the predetermined time and the portion of the trajectory including the origin and not the destination, generating a generalized origin of the trajectory as a geographic grid cell containing the origin and publishing the generalized origin of the trajectory.
16. The method of claim 15 , wherein in response to the timer reaching the predetermined time and the portion of the trajectory including both the origin and the destination of the trajectory, failing to publish the sequence of probe data points.
17. The method of claim 15 , wherein the starting point of the trajectory comprises a first probe data point having a dwell time greater than a first predefined time before a next probe data point having a different location than the first probe data point.
18. The method of claim 17 , wherein the ending point of the trajectory comprises a second probe data point having a dwell time greater than a second predefined time after reaching a location of the second probe data point.
19. The method of claim 15 , wherein in response to the sequence of probe data points defining the portion of the trajectory crossing from a first geographic cell into a second geographic cell, publishing the portion of the trajectory.
20. The method of claim 15 , wherein publishing the sequence of probe data points comprises publishing the sequence of probe data points to a location-based service provider.