CONTEXT ACTIVITY TRACKING FOR RECOMMENDING ACTIVITIES THROUGH MOBILE ELECTRONIC TERMINALS

• US 20130159234A1
• Filed: 12/19/2011
• Published: 06/20/2013
• Est. Priority Date: 12/19/2011
• Status: Abandoned Application

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: Xing, Bo, Svensson, Martin, Moritz, Simon
• Application Number:
  US13/329,681
• Publication Number:
  US 20130159234A1
• Time in Patent Office: Days
• US Class Current: 706/46
• CPC Class Codes: H04M 1/72454 according to context-related or environment-related conditions
• CPC Class Codes: H04M 1/72457 according to geographic location
• CPC Class Codes: H04M 1/72472 wherein the items are sorted according to specific criteria, e.g. frequency of use

Abstract

A mobile electronic terminal includes a context-activity tracking module, a recommendation module, and a user interface. The context-activity tracking module detects defined contexts, identifies associations between occurrence of the contexts and activities performed by a user of the mobile electronic terminal, and records information in a context-activity repository identifying the associations. The recommendation module identifies a present occurrence of a context that is associated with a previous performance of at least one activity identified by the information in the context-activity repository, and generates a recommendation for the at least one activity that can be performed by the user. The user interface communicates the recommendation for the at least one activity to the user, and to receive an activation response from the user. Related context activity repository nodes and methods by a mobile electronic terminal are disclosed.

Claims

1. A mobile electronic terminal comprising:

a context-activity tracking module configured to detect defined contexts, to identify associations between occurrence of the contexts and activities performed by a user of the mobile electronic terminal, and to record information in a context-activity repository identifying the associations;

a recommendation module configured to identify a present occurrence of a context that is associated with a previous performance of at least one activity identified by the information in the context-activity repository, and to generate a recommendation for the at least one activity that can be performed by the user; and

a user interface configured to communicate the recommendation for the at least one activity to the user, and to receive an activation response from the user.

2. The mobile electronic terminal of claim 1, wherein:

the context-activity tracking module responds to performance of an activity by the user by generating a record in the context-activity repository that identifies the activity and at least one detected context that is occurring proximate in time to performance of the activity.

3. The mobile electronic terminal of claim 2, wherein:

the record in the context-activity repository generated by the context-activity tracking module identifies the at least one detected context as a geographic location of the mobile electronic terminal, an orientation of the mobile electronic terminal, and/or a motion of the mobile electronic terminal that is occurring proximate in time to performance of an activity.

4. The mobile electronic terminal of claim 2, wherein:

the record in the context-activity repository generated by the context-activity tracking module identifies the at least one detected context as a time of day and/or a day of the week that is occurring proximate in time to performance of an activity.

5. The mobile electronic terminal of claim 2, wherein:

the context-activity tracking module combines a plurality of records associated with a same activity in the context-activity repository to generate an aggregated record; and

the recommendation module generates the recommendation for the at least one activity in response to comparison of the present occurrence of the context to the aggregated record.

6. The mobile electronic terminal of claim 5, wherein:

the record in the context-activity repository generated by the context-activity tracking module includes a freshness value that indicates recency of a last performance of the activity associated with the record;

the context-activity tracking module combines freshness values of the plurality of records associated with the same activity to generate a freshness value for the aggregated record that indicates a more recent performance of the associated activity than indicated by individual ones of the freshness values before being combined; and

the recommendation module generates an ordered sequence of a plurality of recommended activities in response to at least the freshness values of the records associated with the recommended activities.

7. The mobile electronic terminal of claim 1, wherein:

the user interface comprises a display device; and

the recommendation module causes the display device to display indicia representing a plurality of recommended activities in an ordered sequence defined by a relative level of similarity between the present occurrence of the context and contexts defined in the context activity repository for the plurality of recommended activities.

8. The mobile electronic terminal of claim 7, wherein the recommendation module is configured to:

for each of a plurality of records associated with different activities in the context-activity repository, combine values representing a plurality of context component entries of the record to generate a context value;

combine values representing a plurality of presently occurring contexts to generate a present context value; and

determine the relative level of similarity in response to comparison of the present context value to the context values of the plurality of records associated with the different activities in the context-activity repository.

9. The mobile electronic terminal of claim 8, wherein:

the recommendation module applies defined weighting factors when combining values representing a plurality of context component entries for one of the records, wherein the weighting factor applied to a particular one of the values represents an importance of the particular value to the user.

10. The mobile electronic terminal of claim 8, wherein:

the recommendation module generates the context distance value based on calculation of a Euclidean distance between values representing a plurality of context component entries for one of the records.

11. The mobile electronic terminal of claim 7, further comprising:

a transceiver configured to communicate with network nodes via a radio access network,

wherein the recommendation module determines the ordered sequence in response to a relative level of similarity between the present context and context information obtained from at least one of the network nodes.

12. The mobile electronic terminal of claim 7, wherein:

the recommendation module determines the ordered sequence in response to a relative level of similarity between the present occurrence of the context and context information obtained from a social network service node that is indicative of activities that other users have performed in similarly occurring contexts.

13. The mobile electronic terminal of claim 12, wherein:

the recommendation module obtains at least part of a social network profile for the user and at least part of a social network profile of other users from the social network service node, and determines the ordered sequence in further response to comparison of the obtained social network profiles for the user to the other users.

14. The mobile electronic terminal of claim 1, wherein:

the context-activity tracking module is further configured to control which of the defined contexts are tracked in response to commands received from the user via the user interface, and to respond to a command from a user to a remove a previously tracked context from future tracking by removing information for the previously tracked context from the context-activity repository.

15. A context activity repository node comprising:

a network interface configured to communicate through a network with a plurality of mobile electronic terminals;

a memory comprising a context-activity repository; and

a processor circuit configured to receive information from the mobile electronic terminals that identifies associations between occurrence of defined contexts and activities performed by users of the mobile electronic terminals, to store the information in the context-activity repository, to respond to a query from a mobile electronic terminal that identifies a present occurrence of a context by determining an association to a previous performance of at least one activity identified by the information in the context-activity repository, and to communicate an identification of the previously performed at least one activity to the mobile electronic terminal.

16. The context activity repository node of claim 15, wherein:

the processor circuit is further configured to use from the query from the mobile electronic terminal, information that identifies a geographic location of the mobile electronic terminal, an orientation of the mobile electronic terminal, a motion of the mobile electronic terminal, a time of day, and/or a day of the week, to identify the association to the previously performed at least one activity.

17. The context activity repository node of claim 15, wherein:

the processor circuit is further configured to determine an association to a previous performance of a plurality of activities identified by the information in the context-activity repository, and to communicate the plurality of activities as an ordered sequence defined by a relative level of similarity between the present occurrence of the context and contexts defined in the context activity repository for the plurality of activities.

18. A method by a mobile electronic terminal, the method comprising:

detecting occurrence of defined contexts;

identifying associations between occurrence of the contexts and performance of activities by a user of the mobile electronic terminal;

recording information in a context-activity repository identifying the associations;

identifying a present occurrence of a context that is associated with a previous performance of an activity identified by the information in the context-activity repository; and

generating a recommendation for the at least one activity that can be performed by the user.

19. The method of claim 18, wherein detecting occurrence of defined contexts comprises:

identifying a geographic location of the mobile electronic terminal, an orientation of the mobile electronic terminal, and/or a motion of the mobile electronic terminal that is occurring proximate in time to performance of an activity.

20. The method of claim 18, wherein generating a recommendation comprises:

displaying indicia representing a plurality of recommended activities in an ordered sequence defined by a relative level of similarity between the present occurrence of the context and contexts defined in the context activity repository for the plurality of activities.

21. The method of claim 20, further comprising:

for each of a plurality of records associated with different activities in the context-activity repository, combining values representing a plurality of context component entries of the record to generate a context value;

combining values representing a plurality of presently occurring contexts to generate a present context value; and

determining the relative level of similarity in response to comparison of the present context value to the context values of the plurality of records associated with the different activities in the context-activity repository.

22. The method of claim 20, further comprising:

determining the ordered sequence in response to a relative level of similarity between the present occurrence of the context and context information obtained from a social network service node that is indicative of activities that other users have performed in similarly occurring contexts.