Method and apparatus for customizing a user interface menu

• US 8,626,141 B2
• Filed: 07/30/2009
• Issued: 01/07/2014
• Est. Priority Date: 07/30/2009
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Sheppard, Matthew A., Davies-Moore, Alexander, Triplow, Peter D.
• Primary Examiner(s): SHAHEED, KHALID W
• Application Number:
  US12/512,619
• Publication Number:
  US 20110028138A1
• Time in Patent Office: 1,622 Days
• Field of Search: 455/418, 715/765, 715/764, 715/766, 715/783, 715/789, 715/791, 715/796
• US Class Current: 455/418
• CPC Class Codes: G06F 3/04817 using icons graphical or visual programming using iconic symbols G06F8/34
• CPC Class Codes: H04L 67/61 taking into account QoS or priority requirements
• CPC Class Codes: H04L 67/75 Indicating network or usage conditions on the user display
• CPC Class Codes: H04M 1/72472 wherein the items are sorted according to specific criteria, e.g. frequency of use

Abstract

Methods and apparatus enable a mobile device to suggest available applications or features in which a user may be interested to the user based upon the user'"'"'s past and current mobile device usage patterns. The mobile device may monitor the specific application/features used and their frequency of use. The mobile device may determine other available applications/features that the user may be interested in using based upon the frequency of use of applications or features and information which indicates a likelihood of user interest in one application or feature based upon usage of another application or feature. Applications or features determined to be potentially of interest to the user may be presented to the user in the form of suggestions to be added to the user interface menu so that the user can elect to accept or rejection the suggestion to modify the menu.

Claims

1. A method of customizing a user interface menu to display beneficial applications available on a mobile device, comprising:

generating an activity record including a frequency of use for each application used by a user of the mobile device;

generating a priority order of applications available on the mobile device based upon the activity record and an a relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein generating the priority order of applications available on the mobile device comprises;

multiplying the frequency of use for each application by affinity weighting factors to generate affinity values for each other application available on the mobile device;

summing the affinity values for each application to generate a total affinity value; and

prioritizing the applications available on the mobile device based upon their total affinity values,

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

2. The method of claim 1, wherein the application may be a software application or a hardware feature.

3. The method of claim 1, wherein:

generating the priority order of applications available on the mobile device further comprises repeating the multiplying step for all applications available on the mobile device;

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

4. The method of claim 3, further comprising:

displaying a suggestion to add a high priority application to the current user interface menu in response to determining that any top priority applications are not included in the current user interface menu.

5. The method of claim 4, further comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu,

wherein modifying the user interface menu to display the high priority application is accomplished in response to receiving a user acceptance of the displayed suggestion.

6. The method of claim 4, further comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu; and

modifying the affinity weighting factors if the user response indicates a rejection of the displayed suggestion.

7. The method of claim 4, further comprising:

receiving a user response to the displayed suggestions of top priority applications to include in the modified user interface menu, wherein the user'"'"'s response indicates a modification to the displayed suggestions;

modifying the user interface menu in accordance with the modification to the displayed suggestions; and

modifying the affinity weighting factors to reflect the modification to the displayed suggestion.

8. A method of customizing a user interface menu in a second mobile device to match a customized user interface menu implemented in a first mobile device, comprising:

receiving a first mobile device activity record from the first mobile device;

modifying a stored activity record in the second mobile device to reflect identified applications and frequency of use values contained in the received first mobile device activity record;

generating a priority order of applications available on the second mobile device based upon the received first mobile device activity record and an affinity relationship between a respective one application available on the second mobile device and each of the other applications used by the user of the second mobile device, wherein generating the priority order of applications available on the second mobile device comprises;

multiplying a frequency of use for each application available on the second mobile device by affinity weighting factors to generate affinity values for each other application available on the second mobile device;

summing the affinity values for each application available on the second mobile device to generate a total affinity value; and

prioritizing the applications available on the second mobile device based upon their total affinity values,

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the second mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

9. The method of claim 8, wherein modifying the stored activity record comprises:

replacing the stored activity record with the received first mobile device activity record.

10. The method of claim 8, wherein modifying the stored activity record comprises:

augmenting the stored activity record with values from the received first mobile device activity record.

11. The method of claim 8, further comprising:

receiving a first affinity table containing modified affinity weighting factors from the first mobile device; and

modifying a second affinity table stored in the second mobile device to reflect the modified affinity weighting factors contained in the received first affinity table.

12. The method of claim 11, wherein modifying the stored affinity table comprises:

replacing the second affinity table with the received first affinity table.

48. The method of claim 8, wherein:

generating the priority order of applications available on the second mobile device further comprises repeating the multiplying step for all applications available on the second mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

13. A mobile device, comprising:

means for generating an activity record including a frequency of use for each application used by a user of the mobile device;

means for generating a priority order of applications available on the mobile device based upon the activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein means for generating the priority order of applications available on the mobile device comprises;

means for multiplying the frequency of use for each application by affinity weighting factors to generate affinity values for each other application available on the mobile device;

means for summing the affinity values for each application to generate a total affinity value; and

means for prioritizing the applications available on the mobile device based upon their total affinity values,

means for determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

means for modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

14. The mobile device of claim 13, wherein the applications may be software applications or hardware features.

15. The mobile device of claim 13, wherein:

means for generating a priority order of applications available on the mobile device further comprises means for repeating the multiplying step for all applications available on the mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

16. The mobile device of claim 15, further comprising:

means for displaying a suggestion to add a high priority application to the current user interface menu in response to determining that any of the top priority applications are not included in the current user interface menu.

17. The mobile device of claim 16, further comprising:

means for receiving a user response to the displayed suggestion to add a high priority application to the user interface menu,

wherein means for modifying the user interface menu to display the high priority application comprises means for modifying the user interface menu in response to receiving a user acceptance of the displayed suggestion.

18. The mobile device of claim 16, further comprising:

means for receiving a user response to the displayed suggestion to add a high priority application to the user interface menu; and

means for modifying the affinity weighting factors.

19. The mobile device of claim 18, further comprising:

means for receiving a user'"'"'s response to the displayed suggestions of top priority applications to include in the modified user interface menu, wherein the user'"'"'s response indicates a modification to the displayed suggestions;

means for modifying the user interface menu in accordance with the modification to the displayed suggestions; and

means for modifying the affinity weighting factors to reflect the modification to the displayed suggestion.

20. A mobile device, comprising:

means for storing an activity record;

means for storing affinity tables;

means for receiving a first mobile device activity record from a first mobile device;

means for modifying a stored activity record to reflect identified applications and frequency of use values contained in the received first mobile device activity record;

means for generating a priority order of applications available on the mobile device based upon the received first mobile device activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein means for generating the priority order of applications available on the mobile device comprises;

means for multiplying a frequency of use for each application available on the mobile device by affinity weighting factors to generate affinity values for each other application available on the mobile device;

means for summing the affinity values for each application available on the mobile device to generate a total affinity value; and

means for prioritizing the applications available on the mobile device based upon their total affinity values,

means for determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

means for modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

21. The mobile device of claim 20, wherein means for modifying the stored activity record further comprises:

means for replacing the stored activity record with the received first mobile device activity record.

22. The mobile device of claim 20, wherein means for modifying the stored activity record further comprises:

means for augmenting the stored activity record with values from the received first mobile device activity record.

23. The mobile device of claim 20, further comprising:

means for receiving a first affinity table containing modified affinity weighting factors from the first mobile device; and

means for modifying a stored affinity table to reflect the modified affinity weighting factors contained in the received first affinity table.

24. The mobile device of claim 23, wherein means for modifying the stored affinity table comprises:

means for replacing the stored affinity table with the received first affinity table.

49. The mobile device of claim 20, wherein:

means for generating the priority order of applications available on the mobile device further comprises means for repeating the multiplying step for all applications available on the mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

25. A mobile device, comprising:

a processor; and

a memory coupled to the processor, wherein the processor is configured to perform operations comprising;

generating an activity record including a frequency of use for each application used by a user of the mobile device;

generating a priority order of applications available on the mobile device based upon the activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein generating the priority order of applications available on the mobile device comprises;

multiplying the frequency of use for each application by affinity weighting factors to generate affinity values for each other application available on the mobile device;

summing the affinity values for each application to generate a total affinity value; and

prioritizing the applications available on the mobile device based upon their total affinity values,

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

26. The mobile device of claim 25, wherein the applications include at least one of a software application and a hardware feature.

27. The mobile device of claim 25, wherein the processor is configured to perform operations such that:

generating the priority order of applications available on the mobile device further comprises repeating the multiplying step for all applications available on the mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

28. The mobile device of claim 27, wherein the processor is configured to perform operations further comprising:

displaying a suggestion to add a high priority application to the current user interface menu in response to determining that any of the top priority applications are not included in the current user interface menu.

29. The mobile device of claim 28, wherein the processor is configured to perform operations further comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu,

wherein modifying the user interface menu to display the high priority application is accomplished in response to receiving a user acceptance of the displayed suggestion.

30. The mobile device of claim 28, wherein the processor is configured to perform operations further comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu; and

modifying the affinity weighting factors.

31. The mobile device of claim 28, wherein the processor is configured to perform operations further comprising:

receiving a user'"'"'s response to the displayed suggestions of top priority applications to include in the modified user interface menu, wherein the user'"'"'s response indicates a modification to the displayed suggestions;

modifying the user interface menu in accordance with the modification to the displayed suggestions; and

modifying the affinity weighting factors to reflect the modification to the displayed suggestion.

32. A mobile device, comprising:

a processor; and

a memory coupled to the processor, wherein the processor is configured to perform operations comprising;

receiving a first mobile device activity record from a first mobile device;

modifying a stored activity record to reflect identified applications and frequency of use values contained in the received first mobile device activity record;

generating a priority order of applications available on the mobile device based upon the received first mobile device activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein generating the priority order of applications available on the mobile device comprises;

multiplying a frequency of use for each application available on the mobile device by affinity weighting factors to generate affinity values for each other application available on the mobile device;

summing the affinity values for each application available on the mobile device to generate a total affinity value; and

prioritizing the applications available on the mobile device based upon their total affinity values;

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

33. The mobile device of claim 32, wherein the processor is configured to perform operations such that modifying the stored activity record comprises:

replacing the stored activity record with the received first mobile device activity record.

34. The mobile device of claim 32, wherein the processor is configured to perform operations such that modifying the stored activity record comprises:

augmenting the stored activity record with values from the received first mobile device activity record.

35. The mobile device of claim 32, wherein the processor is configured to perform operations further comprising:

receiving a first affinity table containing modified affinity weighting factors; and

modifying an affinity table stored in the memory to reflect the modified affinity weighting factors contained in the received first affinity table.

36. The mobile device of claim 35, wherein the processor is configured to perform operations such that modifying the stored affinity table comprises:

replacing the affinity table stored in the memory with the received first affinity table.

50. The mobile device of claim 32, wherein the processor is configured to perform operations such that:

generating the priority order of applications available on the mobile device further comprises repeating the multiplying step for all applications available on the mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

37. A non-transitory computer-readable storage medium having stored thereon processor-executable software instructions configured to cause a processor to perform operations comprising:

generating an activity record including a frequency of use for each application used by a user of a mobile device;

generating a priority order of applications available on the mobile device based upon the activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device,

wherein generating the priority order of applications available on the mobile device comprises;

multiplying the frequency of use for each application by affinity weighting factors to generate affinity values for each other application available on the mobile device;

summing the affinity values for each application to generate a total affinity value; and

prioritizing the applications available on the mobile device based upon their total affinity values,

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

38. The non-transitory computer-readable storage medium of claim 37, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations such that:

generating the priority order of applications available on the mobile device further comprises repeating the multiplying step for all applications available on the mobile device;

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.

39. The non-transitory computer-readable storage medium of claim 38, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations comprising:

displaying a suggestion to add a high priority application to the current user interface menu in response to determining that any of the top priority applications are not included in the current user interface menu.

40. The non-transitory computer-readable storage medium of claim 39, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu,

wherein modifying the user interface menu to display the high priority application is accomplished in response to receiving a user acceptance of the displayed suggestion.

41. The non-transitory computer-readable storage medium of claim 39, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations comprising:

receiving a user response to the displayed suggestion to add a high priority application to the user interface menu; and

modifying the affinity weighting factors.

42. The non-transitory computer-readable storage medium of claim 39, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations comprising:

receiving a user'"'"'s response to the displayed suggestions of top priority applications to include in the modified user interface menu, wherein the user'"'"'s response indicates a modification to the displayed suggestions;

modifying the user interface menu in accordance with the modification to the displayed suggestions; and

modifying the affinity weighting factors to reflect the modification to the displayed suggestion.

43. A non-transitory computer-readable storage medium having stored thereon processor-executable software instructions configured to cause a processor of a mobile device to perform operations comprising:

receiving a first mobile device activity record from a first mobile device;

modifying a stored activity record in the mobile device to reflect identified applications and frequency of use values contained in the received first mobile device activity record;

generating a priority order of applications available on the mobile device based upon the received first mobile device activity record and an affinity relationship between a respective one application available on the mobile device and each of the other applications used by the user of the mobile device, wherein generating the priority order of applications available on the mobile device comprises;

multiplying a frequency of use for each application available on the mobile device by affinity weighting factors to generate affinity values for each other application available on the mobile device;

summing the affinity values for each application available on the mobile device to generate a total affinity value; and

prioritizing the applications available on the mobile device based upon their total affinity values,

determining whether any high priority applications are not included in a current user interface menu displaying a number of applications less than the applications available on the mobile device; and

modifying the user interface menu to display a high priority application in response to determining that the high priority application is not included in the current user interface menu.

44. The non-transitory computer-readable storage medium of claim 43, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations such that modifying the stored activity record comprises:

replacing the stored activity record with the received first mobile device activity record.

45. The non-transitory computer-readable storage medium of claim 43, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations such that modifying the stored activity record comprises:

augmenting the stored activity record with values from the received first mobile device activity record.

46. The non-transitory computer-readable storage medium of claim 43, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations comprising:

receiving a first affinity table containing modified affinity weighting factors from the first mobile device; and

modifying a second affinity table stored in the mobile device to reflect the modified affinity weighting factors contained in the received first affinity table.

47. The non-transitory computer-readable storage medium of claim 46, wherein the stored processor-executable software instructions are configured to cause the processor to perform further operations such that modifying the stored affinity table comprises:

replacing the second affinity table with the received first affinity table.

51. The non-transitory computer-readable storage medium of claim 43, wherein the stored processor-executable software instructions are configured to cause the processor to perform operations such that:

generating the priority order of applications available on the mobile device further comprises repeating the multiplying step for all applications available on the mobile device; and

high priority applications are the applications listed in the user interface menu that have a greatest total affinity value.