Location aware personal scheduler

• US 9,563,880 B2
• Filed: 03/14/2006
• Issued: 02/07/2017
• Est. Priority Date: 03/29/2005
• Status: Active Grant

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Longobardi, Roberto
• Primary Examiner(s): Jeanty, Romain
• Assistant Examiner(s): CHONG CRUZ, NADJA N
• Application Number:
  US11/375,467
• Publication Number:
  US 20060225076A1
• Time in Patent Office: 3,983 Days
• Field of Search: 705/7.13
• US Class Current: 1/1
• CPC Class Codes: G06Q 10/06 Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
• CPC Class Codes: G06Q 10/109 Time management, e.g. calendars, reminders, meetings or time accounting

Abstract

A personal scheduler is proposed. The scheduler is used to define tasks, each one consisting of an activity to be performed by a defined deadline at a specific location, and appointments, each one consisting of an activity to be performed at a precise time at a specific location. The scheduler warns the user whenever s/he passes close to the location of each task. Moreover, at the morning the scheduler reminds all the tasks that might be performed during the day, according to an expected traveling path of the user based on the appointments to be attended.

Claims

1. A method for automatically generating a notification based on a probable location of a mobile device, comprising:

selecting an entity from a plurality of entities based on an eligible task to be performed to form a selected entity;

calculating a probability of the mobile device passing in a default area around the location associated with the eligible task based on a set of past positions of the mobile device;

determining an indication of a density of entities in a particular category for the selected entity;

setting a threshold value defining the area around the location according to the density of the entities in the particular category indication and the probability of the mobile device passing in the default area around the location associated with the eligible task;

identifying, using a data processor, an area around a location within which a user is to be notified of the eligible task at the location according to the threshold value;

notifying the user when the mobile device enters the area around the location for the eligible task;

estimating a movement speed of the mobile device according to a set of preceding positions of the mobile device; and

adjusting the threshold value defining the area according to the movement speed such that the threshold value is reduced for a relatively slow movement speed and the threshold value is increased for a relatively fast movement speed.

2. The method according to claim 1, further comprising:

resolving the selected entity to the location to determine a pair of spatial coordinates for the location.

3. The method according to claim 2, wherein the step of resolving the selected entity into the location comprises:

selecting the particular category for the selected entity from among a plurality of categories of entities maintained in a directory; and

resolving the particular category to at least one location of each entity in the particular category to determine a pair of spatial coordinates for the at least one location of each entity in the particular category.

4. The method according to claim 1, further including the steps of:

defining appointments to be attended by the user at particular specified times;

associating an indication of a time and a further location with each appointment;

determining an expected traveling path of the user according to the further locations of the appointments to be attended in a selected time interval;

determining a further area around each further location within which the user is to be notified of a further eligible task;

responsive to the expected traveling path of the user crossing a respective further area around a respective further location, selecting each respective further eligible task; and

notifying the each respective further eligible task to the user.

5. The method according to claim 4, further including the steps of:

defining journeys to be made by the user, each journey including at least one appointment to be attended in a selected period; and

setting the time interval to the selected period of an approaching journey.

6. The method according to claim 4, wherein the step of notifying the each respective further eligible task to the user is performed in response to an activation of the mobile device, the method further including:

presenting a notification of the each further eligible task to remind the user to bring an item required to perform the each further eligible task.

7. The method according to claim 6, further including the steps of:

asserting a fulfillment flag for a prerequisite of the further eligible tasks in response to fulfillment of the prerequisite by the user; and

detecting an exit of the mobile device from an activation area when a distance of the mobile device from a position where the activation of the mobile device occurred exceeds a predefined offset.

11. The method according to claim 7, wherein the prerequisite is a tangible item defined by the user to be brought to the at least one location.

12. The method of claim 7, further comprising:

responsive to detecting the exit of the mobile device from the activation area and the fulfillment flag not being asserted, notifying the user of the prerequisite.

13. The method of claim 1, further comprising:

associating an indication of a prerequisite with the eligible task, wherein the prerequisite is an item that the user must bring to the location to complete the task; and

responsive to a determination that the user has selected the task, notifying the user that the prerequisite is needed to complete the task.

14. The method of claim 1, wherein the step of calculating the probability comprises:

dividing a number of previously recorded positions of the mobile device that were in a region around the location by a total number of previously recorded positions of the mobile device to form the probability; and

wherein the threshold value is set by;

dividing a predetermined maximum value by the probability such that the threshold value increases as the probability decreases and the threshold value decreases as the probability increases.

15. The method of claim 1, wherein the mobile device notifies the user and comprises the data processor.

8. A computer program product stored on a non-transitory computer readable medium, the computer program product comprising:

instructions for selecting an entity from a plurality of entities based on an eligible task to be performed to form a selected entity;

instructions for calculating a probability of a mobile device passing in a default area around the location associated with the eligible task based on a set of past positions of the mobile device;

instructions for determining an indication of a density of entities in a particular category for the selected entity;

instructions for setting a threshold value defining the area around the location according to the density of the entities in the particular category indication and the probability of the mobile device passing in the default area around the location associated with the eligible task;

instructions for identifying an area around a location within which a user is to be notified of the eligible task at the location according to the threshold value;

instructions for notifying the user when the mobile device enters the area around the location for the eligible task;

instructions for estimating a movement speed of the mobile device according to a set of preceding positions of the mobile device; and

instructions for adjusting the threshold value defining the area according to the movement speed such that the threshold value is reduced for a relatively slow movement speed and the threshold value is increased for a relatively fast movement speed.

9. A data processing system for automatically generating a notification based on a probable location of a mobile device, the data processing system comprising:

a bus;

a storage unit connected to the bus in which program instructions are stored; and

a microprocessor connected to the bus and configured to run the program instructions stored in the storage unit to select an entity from a plurality of entities based on an eligible task to be performed to form a selected entity, calculate a probability of the mobile device passing in a default area around the location associated with the eligible task based on a set of past positions of the mobile device, determine an indication of a density of entities in a particular category for the selected entity, set a threshold value defining the area around the location according to the density of the entities in the particular category indication and the probability of the mobile device passing in the default area around the location associated with the eligible task, identify an area around a location within which a user is to be notified of the eligible task at the location according to the threshold value, notify the user when the mobile device enters the area around the location for the eligible task, estimate a movement speed of the mobile device according to a set of preceding positions of the mobile device, and adjust the threshold value defining the area according to the movement speed such that the threshold value is reduced for a relatively slow movement speed and the threshold value is increased for a relatively fast movement speed.

10. The data processing system according to claim 9 wherein the microprocessor further runs the program instructions to resolve the selected entity into the at least one location.

16. A computer implemented method for automatically generating multiple notifications to a user based on expected and actual positions of a mobile device, comprising computer performed steps of:

for each appointment in a list of appointments;

determining an expected travel path for a given appointment at a given location associated with a given task,

calculating a distance of the given location from the expected travel path,

selecting an entity from a plurality of entities based on an eligible task to be performed to form a selected entity,

calculating a probability of the mobile device passing in a default area around the given location based on a set of past positions of the mobile device,

determining an indication of a density of entities in a particular category for the selected entity,

setting a threshold value defining an area around the given location according to the density of the entities in the particular category indication and the probability of the mobile device passing in the default area around the given location,

determining if the distance of the given location from the expected travel path is less than the threshold value,

responsive to determining that the distance of the given location from the expected travel path is less than the threshold, adding the given task to a list of eligible activities, and

notifying the list of eligible activities to the user;

detecting an exit of the mobile device from an activation area when an exit distance of the mobile device from a position where an activation of the mobile device occurred exceeds a predefined offset;

responsive to detecting the exit of the mobile device, performing, for each task in a list of tasks, steps of;

monitoring a position of the mobile device, and

notifying the user when the mobile device enters the area around the given location associated with the given task;

estimating a movement speed of the mobile device according to a set of preceding positions of the mobile device; and

adjusting the threshold value defining the area according to the movement speed such that the threshold value is reduced for a relatively slow movement speed and the threshold value is increased for a relatively fast movement speed.

17. The method of claim 16, further comprising:

associating an indication of a prerequisite with the given task, wherein the prerequisite is an item that the user must bring to the given location to complete the given task; and

responsive to a determination that the user has selected the given task, notifying the user that the prerequisite is needed to complete the given task.