Method and apparatus for validating potential points of interest using user and device characteristics

• US 10,267,639 B2
• Filed: 12/03/2013
• Issued: 04/23/2019
• Est. Priority Date: 12/04/2012
• Status: Active Grant

• Current Assignee: Nokia Technologies Oy (Nokia Corporation)
• Original Assignee: Nokia Technologies Oy (Nokia Corporation)
• Inventors: Mishra, Pranav
• Primary Examiner(s): Weber, Tamara L
• Application Number:
  US14/648,651
• Publication Number:
  US 20150308838A1
• Time in Patent Office: 1,967 Days
• CPC Class Codes: G01C 21/26 specially adapted for navigation in a road network
• CPC Class Codes: G01C 21/3476 using point of interest [POI] information, e.g. a route passing visible POIs
• CPC Class Codes: G01C 21/3679 Retrieval, searching and output of POI information, e.g. hotels, restaurants, shops, filling stations, parking facilities G01C21/3611 takes precedence
• CPC Class Codes: G01C 21/3811 Point data, e.g. Point of Interest [POI]
• CPC Class Codes: G06F 16/29 Geographical information databases
• CPC Class Codes: G06F 16/955 using information identifiers, e.g. uniform resource locators [URL]
• CPC Class Codes: G06Q 10/101 Collaborative creation, e.g. joint development of products or services
• 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: H04W 4/029 Location-based management or tracking services

Abstract

An approach is provided for validating potential points of interest using device and user characteristics. The validation platform processes and/or facilitates a processing of location information associated with at least one device to determine one or more potential points of interest visited by the at least one device. Next, the validation platform causes, at least in part, a tagging of the one or more potential points of interest with one or more characteristics of the at least one device, one or more users of the at least one device, or a combination thereof. Then, the validation platform causes, at least on part, a validation of the one or more potential points of interest based, at least in part, on the one or more characteristics as captured by at least one other device, one or more other users of the at least one other device, or a combination thereof.

Claims

1. A method comprising:

obtaining, by a server and via at least one wireless link, location information associated with a first mobile device and a second mobile device to determine one or more potential points of interest visited by the first mobile device and the second mobile device, the one or more potential points of interest located at discrete geographical locations;

obtaining, by the server and from a first sensor of the first mobile device via the at least one wireless link, first sensed data associated with one or more conditions of an area in which the first mobile device is situated, the area being at the one or more potential points of interest, the first sensed data being different from location information;

obtaining, by the server and from a second sensor of the second mobile device via the at least one wireless link, second sensed data associated with the area in which the second mobile device is situated at the one or more potential points of interest, the second sensed data being different from location information;

tagging, by the server, the one or more potential points of interest with an indication of the first sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a first user of the first mobile device;

tagging, by the server, the one or more potential points of interest with a second indication of the second sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a second user of the second mobile device;

validating, by the server, the one or more potential points of interest, the validating based on at least a portion of the first sensed data matching at least a portion of the second sensed data and at least one characteristic of the second user of the second mobile device matching at least one characteristic of the first user; and

sending, by the server via a wireless network to the first mobile device, an indication of the validated one or more potential points of interest to enable display of the indication on the first mobile device, wherein the indication is generated by the server.

2. The method of claim 1 further comprising:

processing one or more of the at least one characteristic of the first user and the at least one characteristic of the second user to determine one or more recommendations regarding the one or more potential points of interest,

wherein the validating the one or more potential points of interest is based at least on the one or more recommendations, and wherein the first sensor and the second sensor each comprise a camera.

3. The method of claim 2, wherein the one or more recommendations include one or more routes used by the first mobile device to reach the one or more potential points of interest.

4. The method of claim 3 further comprising:

monitoring a frequency that one or more members of one or more user groups travel the one or more routes; and

determining a weighting of the one or more routes based at least on the frequency, wherein the validating the one or more potential points of interest is based at least on the weighting.

5. The method of claim 3 further comprising:

determining one or more preferred routes based at least on a weighting of the one or more routes.

6. The method of claim 3 further comprising:

obtaining contextual information associated with the at least one other mobile device and/or the one or more users of the at least one other mobile device; and

monitoring the contextual information with respect to one or more preferred routes,

wherein the validating the one or more potential points of interest is based at least on the monitoring of the contextual information with respect to the one or more preferred routes.

7. The method of claim 6 further comprising:

determining an association between the contextual information and the one or more potential points of interest associated with the one or more preferred routes,

wherein the validating the one or more potential points of interest is based at least on the association between the contextual information and the one or more potential points of interest associated with the one or more preferred routes.

8. The method claim 1 further comprising:

determining, based on the location information, one or more user groups associated with the first mobile device, individual user groups of the one or more user groups consisting of a plurality of users having at least one common characteristic; and

determining an association between the first mobile device and one or more properties associated with the one or more user groups, wherein the one or more properties are based at least on a combination of one or more characteristics associated with one or more members of the one or more user groups.

9. The method claim 1 further comprising:

determining one or more recommendations based at least on one or more properties associated with one or more user groups.

10. The method of claim 1, wherein the one or more characteristics include user profile information, user identification information, or a combination thereof.

11. The method of claim 1, wherein the first sensed data associated with the first mobile device includes an indication of an amount of time that the first mobile device has been located at the potential point of interest.

12. The method of claim 1, wherein the first sensor is a camera and the first sensed data associated with the first mobile device includes image data of the area at the one or more potential points of interest.

13. An apparatus comprising:

at least one processor; and

at least one memory including computer program code for one or more programs, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following;

obtain, via at least one wireless link, location information associated with a first device to determine one or more potential points of interest visited by the first device, the one or more potential points of interest located at discrete geographical locations;

obtain, from a first sensor of the first device via the at least one wireless link, a first sensed data associated with an area in which the first device is situated, the area being at the one or more potential points of interest, the first sensed data being different from location information;

obtain, from a second sensor of a second device via the at least one wireless link, second sensed data associated with the area in which the second device is situated at the one or more potential points of interest, the second sensed data being different from location information;

tag the one or more potential points of interest with an indication of the first sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a first user of the first device;

tag the one or more potential points of interest with a second indication of the second sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a second user of the second device;

validate the one or more potential points of interest, the validating based on at least a portion of the first sensed data matching at least a portion of the second sensed data and at least one characteristic of the first user associated with the first device matching at least one characteristic of the second user, different from the first user, associated with the second device; and

send, via a wireless network to the first device, an indication of the one or more validated potential points of interest to enable display of the indication on the first device, wherein the indication is generated by the apparatus.

14. The apparatus of claim 13, wherein the apparatus is at least further caused to at least:

process and/or facilitate a processing of one or more of the at least one characteristic of the first user and the at least one characteristic of the second user to determine one or more recommendations regarding the one or more potential points of interest,

wherein the validation of the one or more potential points of interest is based at least on the one or more recommendations, and wherein the first sensor and the second sensor each comprise a camera.

15. The apparatus of claim 14, wherein the apparatus is at least further caused to determine the one or more recommendations based at least on one or more properties associated with one or more user groups.

16. The apparatus of claim 14, wherein the one or more recommendations include one or more routes traveled by the first device to reach the one or more potential points of interest.

17. The apparatus of claim 16, wherein the apparatus is at least further caused to at least:

determine a frequency that one or more members of one or more user groups travel the one or more routes; and

determine at least a weighting of the one or more routes based at least on the frequency,

wherein the validating the one or more potential points of interest is based at least on the weighting.

18. The apparatus of claim 17, wherein the apparatus is at least further caused to at least:

determine one or more preferred routes based at least on the weighting.

19. The apparatus of claim 18, wherein the apparatus is at least further caused to at least:

determine contextual information associated with at least the second device and/or the second user; and

monitor the contextual information with respect to the one or more preferred routes,

wherein the validating the one or more potential points of interest is based at least on the monitoring of the contextual information with respect to the one or more preferred routes.

20. The apparatus of claim 19, wherein the apparatus is at least further caused to at least:

determine an association between the contextual information and the one or more potential points of interest associated with the one or more preferred routes,

wherein the validating the one or more potential points of interest is based at least on the association between the contextual information and the one or more potential points of interest associated with the one or more preferred routes.

21. The apparatus of claim 13, wherein the apparatus is at least further caused to at least:

process and/or facilitate a processing of the location information to determine one or more user groups associated with the first device; and

cause at least an association between the first device and one or more properties associated with the one or more user groups, wherein the one or more properties are based at least on a combination of one or more characteristics associated with one or more members of the one or more user groups.

22. The apparatus of claim 13, wherein the one or more characteristics include user profile information, user identification information, or a combination thereof.

23. The apparatus of claim 13, wherein the first sensed data associated with the first device includes an indication of an amount of time that the first device has been located at the potential point of interest.

24. The apparatus of claim 13, wherein the first sensor is a camera and the first sensed data associated with the first device includes image data of the area at the one or more potential points of interest.

25. A non-transitory computer-readable storage medium including program code which when executed by at least one processor causes operations comprising:

obtaining, by a server and via at least one wireless link, location information associated with a first mobile device and a second mobile device to determine one or more potential points of interest visited by the first mobile device and the second mobile device, the one or more potential points of interest located at discrete geographical locations;

obtaining, by the server and from a first sensor of the first mobile device via the at least one wireless link, first sensed data associated with one or more conditions of an area in which the first mobile device is situated, the area being at the one or more potential points of interest, the first sensed data being different from location information;

obtaining, by the server and from a second sensor of the second mobile device via the at least one wireless link, second sensed data associated with the area in which the second mobile device is situated at the one or more potential points of interest, the second sensed data being different from location information;

tagging, by the server, the one or more potential points of interest with an indication of the first sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a first user of the first mobile device;

tagging, by the server, the one or more potential points of interest with a second indication of the second sensed data associated with the area at the one or more potential points of interest and with at least one characteristic of a second user of the second mobile device;

validating, by the server, the one or more potential points of interest, the validating based on at least a portion of the first sensed data matching at least a portion of the second sensed data and at least one characteristic of the second user of the second mobile device matching at least one characteristic of the first user; and

sending, by the server via a wireless network to the first mobile device, an indication of the validated one or more potential points of interest to enable display of the indication on the first mobile device, wherein the indication is generated by the server.