Apparatus, System, Method, Computer Program, and Computer Program Product For Generating Activity Information For a Cell

• US 20160283990A1
• Filed: 10/08/2013
• Published: 09/29/2016
• Est. Priority Date: 10/08/2013
• Status: Abandoned Application

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: GERONTINI, Maria, MORITZ, Simon
• Application Number:
  US15/031,967
• Publication Number:
  US 20160283990A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 16/9537 Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
• CPC Class Codes: G06Q 30/0261 based on user location
• CPC Class Codes: G06Q 30/0282 Rating or review of business operators or products
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04W 4/021 Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences

Abstract

A method for generating activity information for a cell, comprising for each cell identifier included in a set of cell identifiers, storing (304) meta-data concerning a cell; for at least a subset of said set of cell identifiers, storing (306) activity information, determining (308) that an amount of activity information associated with a first cell identifier is less than a threshold activity amount; using (310) said meta-data and meta-data associated with other cell identifiers to determine a group of one or more cells that are similar to the cell identified by the first cell identifier; for each cell included in the group of similar cells, obtaining (312) the activity information associated with the cell identifier that identifies the similar cell; generating (314) activity information for the first cell identifier using the obtained activity information; and storing (316) the activity information. Apparatuses, computer programs and computer program products are also disclosed.

Claims

1. A method for generating activity information for a cell, the method being performed by a data processing system comprising a processor and the method comprising:

for each cell identifier included in a set of cell identifiers, storing meta-data concerning a cell identified by the cell identifier so that the meta-data is associated with the cell identifier;

for at least a subset of said set of cell identifiers, further storing activity information so that the activity information is associated with the cell identifier, the activity information being related to activities that have occurred within the cell identified by the cell identifier;

determining that an amount of activity information associated with a first cell identifier included in said set of cell identifiers is less than a threshold activity amount;

using said meta-data associated with said first cell identifier and meta-data associated with other cell identifiers included in said set of cells to determine a group of one or more cells that are similar to the cell identified by the first cell identifier;

for each cell included in the group of similar cells, obtaining the activity information associated with the cell identifier that identifies the similar cell;

generating activity information for the first cell identifier using the obtained activity information; and

storing the generated activity information so that it is associated with the first cell identifier.

2. The method of claim 1, wherein each cell identifier included in said set of cell identifiers is a character string formed by encoding a geographic coordinate.

3. The method of claim 1, further comprising:

receiving from a wireless communication device, WCD, an application activity item, the application activity item comprising;

a) an application identifier identifying an application used by a user of the WCD, b) location information identifying a location of the WCD at the time the user of the WCD used the identified application, and c) a timestamp identifying a point in time at which the user of the WCD used the identified application in the identified location.

4. The method of claim 3, further comprising;

after receiving the application activity item, using the location information to select from said set of cell identifiers one of the cell identifies; and

after selecting the cell identifier, storing the application identifier and timestamp so that they are associated with the selected cell identifier.

5. The method of claim 1, wherein storing meta-data concerning the cell identified by the cell identifier comprises storing a cell type value.

6. The method of claim 5, wherein storing meta-data concerning the cell identified by the cell identifier further comprises storing a set of usage intensity values, each said usage intensity value being associated with a period of the day.

7. The method of claim 1, wherein

the obtained activity information comprises:

a first value associated with a certain activity that occurred within a first cell included in the group and a second value associated with a certain activity that occurred within a second cell included in the group, and

generating the activity information comprises calculating a value using the first and second values.

8. The method of claim 1, further comprising using the generated activity information to select an item to recommend to a user located in the cell identified by the first cell identifier.

9. The method of claim 1, wherein determining that an amount of activity information associated with the first cell identifier is less than a threshold activity amount consists of determining that no activity information is associated with the first cell identifier.

10. The method of claim 9, wherein

the method further comprises determining a likelihood, L, that the cell identified by the first cell identifier has an amount of activity and determining that L exceeds a threshold, and

generating activity information for the first cell identifier using the obtained activity information is performed as a result of i) determining that L exceeds the threshold and ii) determining that an amount of activity information associated with the first cell identifier is less than a threshold activity amount.

11. An apparatus for generating activity information for a cell, the apparatus comprising:

a data storage system storing a cell database, the cell database for storing;

i) a set of cell identifiers, including a first cell identifier, each cell identifier included in said set identifying a cell, ii) for each of said cell identifiers, meta-data concerning the cell identified by the cell identifier so that the meta-data is associated with the cell identifier, and iii) for at least a subset of said cell identifiers, activity information so that the activity information is associated with the cell identifier, the activity information being related to activities that have occurred within the cell identified by the cell identifier; and

a data processing system comprising a processor, wherein the processor is adapted to;

determine that an amount of activity information associated with the first cell identifier is less than a threshold activity amount;

use said meta-data associated with said first cell identifier and meta-data associated with other cell identifiers included in said set of cells to determine a group of one or more cells that are similar to the cell identified by the first cell identifier;

for each cell included in the group of similar cells, obtain the activity information associated with the cell identifier that identifies the similar cell;

generate activity information for the first cell identifier using the obtained activity information; and

store the generated activity information so that it is associated with the first cell identifier.

12. The apparatus of claim 11, wherein each cell identifier included in said set of cell identifiers is a character string formed by encoding a geographic coordinate.

13. The apparatus of claim 11, further comprising:

a network interface for receiving an application activity item, the application activity item comprising;

a) an application identifier identifying an application used by a user of a wireless communication device, WCD, b) location information identifying a location of the WCD at the time the user of the WCD used the identified application, and c) a timestamp identifying a point in time at which the user of the WCD used the identified application in the identified location.

14. The apparatus of claim 13, wherein the processor is configured to:

use the location information to select from said set of cell identifiers one of the cell identifies; and

store the application identifier and timestamp so that they are associated with the selected cell identifier.

15. The apparatus of claim 11, wherein

the obtained activity information comprises:

a first value associated with a certain activity that occurred within a first cell included in the group and a second value associated with a certain activity that occurred within a second cell included in the group, and

the processor is configured to generate the activity information by calculating a value using the first and second values.

16. The apparatus of claim 11, wherein the apparatus is configured to use the generated activity information to select an item to recommend to a user located in the cell identified by the first cell identifier.

17. The apparatus of claim 11, wherein determining that an amount of activity information associated with the first cell identifier is less than a threshold activity amount consists of determining that no activity information is associated with the first cell identifier.

18. The apparatus of claim 17, wherein

the processor is further configured to determine a likelihood, L, that the cell identified by the first cell identifier has an amount of activity and determining that L exceeds a threshold, and

generate the activity information for the first cell identifier using the obtained activity information as a result of i) determining that L exceeds the threshold and ii) determining that an amount of activity information associated with the first cell identifier is less than a threshold activity amount.

19. A computer program product comprising a non-transitory computer readable medium storing a computer program for generating activity information for a cell, the computer program comprising computer readable instructions which when run on a data generation system causes the data generation system to:

for each cell identifier included in a set of cell identifiers, store meta-data concerning a cell identified by the cell identifier so that the meta-data is associated with the cell identifier;

for at least a subset of said set of cell identifiers, further store activity information so that the activity information is associated with the cell identifier, the activity information being related to activities that have occurred within the cell identified by the cell identifier;

determine that an amount of activity information associated with a first cell identifier included in said set of cell identifiers is less than a threshold activity amount;

use said meta-data associated with said first cell identifier and meta-data associated with other cell identifiers included in said set of cells to determine a group of one or more cells that are similar to the cell identified by the first cell identifier;

for each cell included in the group of similar cells, obtain the activity information associated with the cell identifier that identifies the similar cell;

generate activity information for the first cell identifier using the obtained activity information; and

store the generated activity information so that it is associated with the first cell identifier.

20. (canceled)

21. A data generation system comprising a processor and memory, said memory containing instructions executable by said processor whereby said data generation system is operative to:

for each cell identifier included in a set of cell identifiers including a first cell identifier, storing meta-data concerning a cell identified by the cell identifier so that the meta-data is associated with the cell identifier;

for at least a subset of said cell identifiers, further storing activity information so that the activity information is associated with the cell identifier, the activity information being related to activities that have occurred within the cell identified by the cell identifier;

determining that an amount of activity information associated with the first cell identifier is less than a threshold activity amount;

using said meta-data associated with said first cell identifier and meta-data associated with other cell identifiers included in said set of cells to determine a group of one or more cells that are similar to the cell identified by the first cell identifier;

for each cell included in the group of similar cells, obtaining the activity information associated with the cell identifier that identifies the similar cell;

generating activity information for the first cell identifier using the obtained activity information; and

storing the generated activity information so that it is associated with the first cell identifier.

22. (canceled)