System and method for enhancing the relevance of push-based content

• US 20040181604A1
• Filed: 03/13/2003
• Published: 09/16/2004
• Est. Priority Date: 03/13/2003
• Status: Abandoned Application

• Current Assignee: Nokia Corporation
• Original Assignee: Nokia Corporation
• Inventors: Immonen, Pekka S.
• Application Number:
  US10/388,190
• Publication Number:
  US 20040181604A1
• Time in Patent Office: Days
• US Class Current: 709/232
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation

Abstract

A system, apparatus and method for enhancing the relevance of information that is provided to users of communication devices. Content notifications relating to various categories/subcategories are pushed to a communication device by way of a notification service. Content usage information is received from the communication device. A modification of the set of topics targeted for transmission to the communication device occurs, where the modification is based on the content usage information of the communication device. The content notifications related to the modified topics are then pushed to the communication device via the notification service.

Claims

1. A method for enhancing the relevance of content provided to communication devices, comprising:

pushing content notifications relating to a plurality of topics to a communication device via a notification service;

receiving content usage information from the communication device;

modifying the topics targeted for the communication device based on the content usage information of the communication device; and

pushing the content notifications related to the modified topics to the communication device via the notification service.

2. The method of claim 1, further comprising:

receiving content from one or more content sources;

categorizing the content into the topics; and

rating the relevance of the topics, wherein modifying the topics targeted for the communication device comprises modifying the topics based on the relevance rating of the topics.

3. The method of claim 2, wherein rating the relevance of the topics comprises rating a relative relevance of the topics received within a given time period.

4. The method of claim 2, wherein rating the relevance of the topics comprises comparing the topics to the content usage information to identify relevant topics as targets for the communication device.

5. The method of claim 1, further comprising:

receiving content from one or more content sources;

categorizing the content into the topics; and

comparing the content usage information to one or more fixed rules and identifying relevant topics in response thereto, wherein modifying the topics targeted for the communication device comprises modifying the topics to correspond to the relevant topics.

6. The method of claim 1, further comprising:

collecting peer content usage information from a plurality of the communication devices; and

comparing the content usage information to the peer content usage information to identify peers having similar user behaviors, wherein modifying the topics targeted for the communication device comprises modifying the topics based on the topics deemed relevant to the peers having similar user behaviors.

7. The method of claim 1, further comprising:

collecting peer content usage information from a plurality of the communication devices; and

comparing the content usage information to the peer content usage information to identify peers having similar user behaviors, wherein modifying the topics targeted for the communication device comprises modifying the topics to include one or more topics associated with the peers having similar user behaviors.

8. The method of claim 1, wherein modifying the topics targeted for the communication device comprises modifying the topics targeted for the communication device based on attributes unrelated to the substance of the content.

9. The method of claim 8, wherein the attributes comprise any one or more of days of the week, calendar days, times of the day, user location, and user presence status.

10. The method of claim 1, wherein modifying the topics targeted for the communication device comprises facilitating user modification of the topics via a client application operable on the communication device.

11. The method of claim 1, wherein modifying the topics targeted for the communication device comprises one or more of decreasing a frequency in which a topic is targeted for the communication device and increasing a requisite relevance of the topic that is targeted for the communication device, in response to the content usage information indicating a decreasing level of user interest in the topic.

12. The method of claim 1, wherein modifying the topics targeted for the communication device comprises one or more of increasing a frequency in which a topic is targeted for the communication device and decreasing a requisite relevance of the topic that is targeted for the communication device, in response to the content usage information indicating an increasing level of user interest in the topic.

13. The method of claim 1, wherein pushing content notifications relating to the topics and the modified topics comprises pushing the content notifications via wireless communications.

14. The method of claim 1, wherein pushing content notifications relating to the topics and the modified topics comprises pushing the content notifications using any one or more of a Session Initiation Protocol (SIP) push, a Hypertext Transfer Protocol (HTTP) push, a Short Message Service (SMS) push, a Multimedia Messaging Service (MMS) push, and a Web Services Interface (WSI) push.

15. The method of claim 1, wherein pushing content notifications relating to the topics and the modified topics comprises pushing the content notifications via one or more of a SIP MESSAGE and a SIP NOTIFY message to the communication devices that have subscribed to the content notifications via a SIP SUBSCRIBE message.

16. The method of claim 1, wherein pushing content notifications relating to a plurality of topics comprises pushing a notification comprising a link to content associated with the content notifications.

17. The method of claim 16, wherein receiving content usage information comprises receiving indications of user activation of the link.

18. The method of claim 1, wherein pushing content notifications relating to a plurality of topics comprises pushing the content together with the content notifications to the communication device.

19. The method of claim 1, wherein receiving content usage information comprises obtaining usage feedback directly via a client application operable in the communication device.

20. The method of claim 1, wherein receiving content usage information comprises obtaining usage feedback by way of a browsing proxy receiving links to requested content from the communication device.

21. The method of claim 1, further comprising receiving content from one or more content sources and categorizing the content into a plurality of categories, wherein any one or more of the categories may include one or more sub-categories, the categories and sub-categories representing at least some of the topics.

22. The method of claim 21, wherein categorizing the content into categories and sub-categories comprises categorizing the content based on at least one of a category/sub-category identifier and one or more keywords embedded in the content.

23. The method of claim 21, further comprising comparing the categorized content notifications to a user profile associated with the communication device, wherein the user profile reflects the content usage information from the communication device, and wherein modifying the topics comprises modifying the categorized content notifications in view of the user profile.

24. The method of claim 21, further comprising automatically creating new category/sub-category topics when a new type of content is received from the content sources.

25. The method of claim 21, wherein receiving content from one or more content sources comprises receiving the content via push technology from the one or more content sources.

26. The method of claim 21, wherein receiving content from one or more content sources comprises obtaining the content via pull technology from the one or more content sources.

27. The method of claim 1, further comprising establishing an initial plurality of topics via one or more of a default topic configuration, user selection of initial topics via a client application operable on the communication device, and user selection of initial topics via a network site.

28. An adaptive topic management server coupled to a network for enhancing the relevance of content provided to communication devices, comprising:

a categorization module coupled to receive content from one or more content servers and to categorize the content into a plurality of topics;

a user profile comprising data identifying topic selection history of a user of the communication device; and

a personalized notification module coupled to receive the plurality of topics from the categorization module and the topic selection history from the user profile, wherein the personalized notification module is configured to filter the plurality of topics based on the user'"'"'s content selection history, and to push the filtered topics to the communication device.

29. The adaptive topic management server as in claim 28, further comprising a plurality of peer user profiles comprising data identifying topic selection histories of a plurality of subscribed users, wherein the personalized notification module comprises a community filter coupled to compare the user profile and at least some of the peer user profiles to identify the subscribed users having similar topic selection histories.

30. The adaptive topic management server as in claim 29, wherein the personalized notification module is further configured to push to the communication device one or more new topics associated with the subscribed users having similar topic selection histories.

31. The adaptive topic management server as in claim 28, further comprising an attribute storage module to store one or more attributes, wherein the personalized notification module comprises an attribute filter to apply the attributes to the filtered topics to further filter the topics pushed to the communication device.

32. The adaptive topic management server as in claim 28, further comprising a categorized topic storage module coupled to the categorization module to store the plurality of topics for use by the personalized notification module.

33. The adaptive topic management server as in claim 28, wherein the user profile is coupled to receive updates to the user'"'"'s topic selection history.

34. The adaptive topic management server as in claim 28, wherein the adaptive topic management server comprises a processing module operable via software to implement at least the categorization module and the personalized notification module.

35. An adaptive topic management server coupled to a network for enhancing the relevance of content provided to communication devices, comprising:

means for pushing content notifications relating to a plurality of topics to at least one communication device;

means for receiving content usage information from the communication device;

means for modifying the topics targeted for the communication device based on the content usage information of the communication device; and

means for pushing the content notifications related to the modified topics to the communication device.

36. The adaptive topic management server as in claim 35, further comprising means for categorizing content received from one or more content sources into the plurality of topics.

37. The adaptive topic management server as in claim 35, further comprising:

means for collecting peer content usage information from a plurality of the communication devices; and

means for comparing the content usage information to the peer content usage information to identify peers having similar user behaviors, wherein the means for modifying the topics targeted for the communication device comprises means for modifying the topics to include one or more topics associated with the peers having similar user behaviors.

38. The adaptive topic management server as in claim 35, wherein the means for modifying the topics targeted for the communication device comprise means for modifying the topics targeted for the communication device based on attributes unrelated to the substance of the content.

39. A system for increasing the relevance of content distributed via a network, comprising:

(a) at least one terminal coupled to the network;

(b) one or more content servers for supplying content consumable by the terminal; and

(c) a notification server comprising;

(i) a categorization module coupled to receive the content from the content servers, and to categorize the content into a plurality of topics;

(ii) a user profile comprising data identifying topic selection history of a user of the terminal; and

(iii) a personalized notification module coupled to receive the plurality of topics from the categorization module and the topic selection history from the user profile, wherein the personalized notification module is configured to filter the plurality of topics based on the user'"'"'s content selection history, and to push the filtered topics to the terminal via the network.

40. The system as in claim 39, further comprising a Wireless Application Protocol (WAP) gateway coupled to the network, wherein the notification server is implemented at the WAP gateway.

41. The system as in claim 39, wherein one or more of the terminals comprise wireless terminals wirelessly coupled to the network, and wherein the wireless terminals comprise one or more of a mobile phone, a Personal Digital Assistant (PDA), and a portable computer.

42. The system as in claim 39, wherein one or more of the terminals are coupled to a landline network.

43. The system as in claim 39, further comprising at least one browsing proxy coupled to the network to receive indications of selected topics from the terminal, and to update the user profile with an updated topic selection history of the user of the terminal.

44. The system as in claim 39, wherein the user profile is coupled to receive updates to the user'"'"'s topic selection history.

45. A computer-readable medium having instructions stored thereon which are executable by a computer system for enhancing the relevance of content provided to communication devices by performing steps comprising:

pushing content notifications relating to a plurality of topics to a communication device via a notification service;

receiving content usage information from the communication device;

modifying the topics targeted for the communication device based on the content usage information of the communication device; and

pushing the content notifications related to the modified topics to the communication device via the notification service.

46. The computer-readable medium as in claim 45 wherein the instructions further perform steps comprising:

receiving content from one or more content sources;

categorizing the content into the topics; and

rating the relevance of the topics, wherein the instructions for performing steps for modifying the topics targeted for the communication device comprise instructions for performing steps for modifying the topics based on the relevance rating of the topics.

47. The computer-readable medium as in claim 45 wherein the instructions further perform steps comprising:

collecting peer content usage information from a plurality of the communication devices; and

comparing the content usage information to the peer content usage information to identify peers having similar user behaviors, wherein the instructions for performing steps for modifying the topics targeted for the communication device comprise instructions for performing steps for modifying the topics based on the topics deemed relevant to the peers having similar user behaviors.

48. The computer-readable- medium as in claim 45 wherein the instructions for performing steps for modifying the topics targeted for the communication device comprise instructions for performing steps for modifying the topics targeted for the communication device based on attributes unrelated to the substance of the content.

49. A terminal for communicating over a network and adapted to enhance the relevance of content presented via the terminal, comprising:

a categorization module coupled to receive content from one or more content servers and to categorize the content into a plurality of topics;

a user profile comprising data identifying topic selection history of a user of the terminal;

a personalized notification module coupled to receive the plurality of topics from the categorization module and the topic selection history from the user profile, wherein the personalized notification module is configured to filter the plurality of topics based on the user'"'"'s content selection history, and to present the filtered topics via the terminal.

50. The terminal as in claim 49, further comprising a peer-to-peer networking module to facilitate receipt of a plurality of peer user profiles including data identifying topic selection histories of a plurality of other users via a peer-to-peer network, and wherein:

the personalized notification module further comprises a community filter coupled to compare the user profile and at least some of the peer user profiles to identify the users exhibiting a predetermined degree of similarity of topic selection histories; and

the personalized notification module is further configured to present via a user interface one or more new topics associated with the other users who exhibit the predetermined degree of topic selection history similarity.

51. The terminal as in claim 49, further comprising an attribute storage module to store one or more attributes, wherein the personalized notification module further comprises an attribute filter to apply the attributes to the filtered topics to further filter the topics presented via the terminal.

52. The terminal as in claim 49, wherein the terminal comprises a wireless terminal wirelessly coupled to the network to receive the content, and wherein the wireless terminal comprises any one of a mobile phone, a Personal Digital Assistant (PDA), and a portable computer.

53. The terminal as in claim 49, wherein the terminal is coupled to a landline network to receive the content.

54. The terminal as in claim 49, wherein personalized notification module is configured to modify the user profile as the topic selection history of the user changes.