Location-based novelty index value and recommendation system and method

• US 9,955,292 B2
• Filed: 08/08/2011
• Issued: 04/24/2018
• Est. Priority Date: 12/21/2001
• Status: Active Grant

• Current Assignee: Nokia Corporation
• Original Assignee: Nokia Corporation
• Inventors: Rsnen, Eero, Kikta, Roman, Sorvari, Antti, Salmenkaita, Jukka-Pekka, Huhtala, Yk, Mannila, Heikki, Toivonen, Hannu T., Oinonen, Kari, Murto, Juhani
• Primary Examiner(s): Desta, Elias
• Application Number:
  US13/205,347
• Publication Number:
  US 20110295551A1
• Time in Patent Office: 2,451 Days
• CPC Class Codes: H04W 4/02 Services making use of location information
• CPC Class Codes: H04W 4/029 Location-based management or tracking services

Abstract

The invention is a system and method for computing a result for a location, wherein the result indicates how novel it is for a wireless device to occupy a specific location. After determining the location of a wireless device through various means, a Novelty Index Value (NIV) is calculated for the location, and the NIV is then stored into a database. The NIV may then be subsequently used by application programs to compute a desired result from the NIV. Multiple users may utilize and/or share the same NIV values. The NIV may also be used to alter the configuration of a wireless device as well. A recommendation system is also disclosed, wherein user context is utilized along with NIV values to compute particular results for a user.

Claims

1. A method for determining one or more resource recommendations utilizing novelty index values, the method comprising:

receiving, utilizing at least one interface, history location information including a plurality of history locations associated with a wireless device;

assigning, utilizing at least one processor, one or more novelty index values associated with the wireless device for at least one location within the received history location information,

wherein the assigned novelty index value provides a measure of novelty for the wireless device occupying an associated location;

determining context information with respect to the wireless device, wherein the context information comprises current location information and the one or more assigned novelty index value associated with the current location information for the wireless device;

configuring at least one application, based at least in part on the determined context information, by customizing one or more augmentations of the at least one application, based at least in part on a plurality of the assigned novelty index value associated with the current location information and the history location information; and

determining one or more resource recommendations associated with the customizing of the one or more augmentations of the at least one application.

2. A method as in claim 1,

wherein the novelty index value is assigned by accessing a database for information associated with the novelty index value,

wherein the improvement comprises determining the one or more resource recommendations directed toward developing a current personalization, associated with a user of the wireless device, based at least in part on the plurality of assigned novelty index values,

wherein the determining one or more resource recommendations is based at least in part a current context-activity pair comprising the context information with respect to the wireless device and a requested activity,

wherein the determining one or more resource recommendations comprises adapting the one or more resource recommendations based at least in part on the context information.

3. A method as in claim 1, wherein the determining one or more resource recommendations is further based at least in part on a comparison between a current context-activity pair and one or more historical context-activity pairs stored in a database.

4. A method as in claim 1, wherein the location information comprises information about travel routes, and the context information further comprises information regarding one or more of ambient sounds, ambient light, ambient temperature, orientation, speed, direction, ambient pressure, and ambient humidity, that is gathered by the wireless device.

5. A method as in claim 1, wherein the one or more resource recommendations are filtered based at least in part on a determination that at least one of the one or more resource recommendations matches a prior resource recommendation associated with the current context-activity pair.

6. A method as in claim 1, wherein the one or more resource recommendations are further based at least in part on one or more of user ratings with respect to the one or more resource recommendations or a number of times that each of the one or more resource recommendations has been provided to other users.

7. A method as in claim 1, wherein the customizing one or more augmentations of the at least one application comprises determining content for transmission to the wireless device, wherein the content is based at least in part on user information regarding one or more of user interest profiles and wireless device activities.

8. A method as in claim 7, wherein the user information is obtained from a user history log.

9. A method as in claim 7, wherein the content is dynamically updated based at least in part on the context information.

10. An apparatus for determining one or more resource recommendations utilizing novelty index values, the 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,

receive, utilizing at least one interface, history location information including a plurality of history locations associated with a wireless device,

assign, utilizing the at least one processor, one or more novelty index values associated with the wireless device for at least one location within the received history location information,

wherein the assigned novelty index value provides a measure of novelty for the wireless device occupying an associated location,

determine context information with respect to the wireless device, wherein the context information comprises current location information and the one or more assigned novelty index value associated with the current location information for the wireless device,

configure at least one application, based at least in part on the determined context information by customizing one or more augmentations of the at least one application, based at least in part on a plurality of the assigned novelty index value associated with the current location information and the history location information; and

determining one or more resource recommendations associated with the customizing of the one or more augmentations of the at least one application.

11. An apparatus as in claim 10,

wherein the novelty index value is assigned by accessing a database for information associated with the novelty index value,

wherein the improvement comprises determining the one or more resource recommendations directed toward developing a current personalization, associated with a user of the wireless device, based at least in part on the plurality of assigned novelty index values,

wherein the determining one or more resource recommendations is based at least in part a current context-activity pair comprising the context information with respect to the wireless device and a requested activity,

wherein the determining one or more resource recommendations comprises adapting the one or more resource recommendations based at least in part on the context information.

12. An apparatus as in claim 10, wherein the determining one or more resource recommendations is further based at least in part on a comparison between a current context-activity pair and one or more historical context-activity pairs stored in a database.

13. An apparatus as in claim 10, wherein the location information comprises information about travel routes, and the context information further comprises information regarding one or more of ambient sounds, ambient light, ambient temperature, orientation, speed, direction, ambient pressure, and ambient humidity, that is gathered by the wireless device.

14. An apparatus as in claim 10, wherein the one or more resource recommendations are filtered based at least in part on a determination that at least one of the one or more resource recommendations matches a prior resource recommendation associated with the current context-activity pair.

15. An apparatus as in claim 10, wherein the one or more resource recommendations are further based at least in part on one or more of user ratings with respect to the one or more resource recommendations or a number of times that each of the one or more resource recommendations has been provided to other users.

16. An apparatus as in claim 10, wherein the customizing one or more augmentations of the at least one application comprises determining content for transmission to the wireless device, wherein the content is based at least in part on user information regarding one or more of user interest profiles and wireless device activities.

17. An apparatus as in claim 16, wherein the user information is obtained from a user history log.

18. An apparatus as in claim 16, wherein the content is dynamically updated based at least in part on the context information.

19. A non-transitory computer-readable storage medium for determining one or more resource recommendations utilizing novelty index values, the medium carrying one or more sequences of one or more instructions which, when executed by one or more processors, cause an apparatus to at least perform the following steps:

receiving, utilizing at least one interface, history location information including a plurality of history locations associated with a wireless device;

assigning, utilizing at least one processor, one or more novelty index values associated with the wireless device for at least one location within the received history location information,

wherein the assigned novelty index value provides a measure of novelty for the wireless device occupying an associated location;

determining context information with respect to the wireless device, wherein the context information comprises current location information and the one or more assigned novelty index value associated with the current location information for the wireless device;

configuring at least one application, based at least in part on the determined context information by customizing one or more augmentations of the at least one application, based at least in part on a plurality of the assigned novelty index value associated with the current location information and the history location information; and

determining one or more resource recommendations associated with the customizing of the one or more augmentations of the at least one application.

20. A non-transitory computer-readable storage medium as in claim 19,

wherein the novelty index value is assigned by accessing a database for information associated with the novelty index value,

wherein the improvement comprises determining the one or more resource recommendations directed toward developing a current personalization, associated with a user of the wireless device, based at least in part on the plurality of assigned novelty index values,

wherein the determining one or more resource recommendations is based at least in part a current context-activity pair comprising the context information with respect to the wireless device and a requested activity,

wherein the determining one or more resource recommendations comprises adapting the one or more resource recommendations based at least in part on the context information.