Method and system for selecting media

• US 20070089057A1
• Filed: 10/14/2005
• Published: 04/19/2007
• Est. Priority Date: 10/14/2005
• Status: Abandoned Application

• Current Assignee: Yahoo Holdings, Inc. (Verizon Communications Inc.)
• Original Assignee: Yahoo! Inc. (Apollo Global Management, Inc.)
• Inventors: Kindig, Bradley
• Application Number:
  US11/250,359
• Publication Number:
  US 20070089057A1
• Time in Patent Office: Days
• US Class Current: 715/716
• CPC Class Codes: G06F 16/639 using playlists
• CPC Class Codes: G06F 16/686 using information manually generated, e.g. tags, keywords, comments, title or artist information, time, location or usage information, user ratings
• CPC Class Codes: G11B 27/10 Indexing; Addressing; Timing or synchronising; Measuring tape travel
• CPC Class Codes: G11B 27/322 used signal is digitally coded
• CPC Class Codes: H04N 21/41407 embedded in a portable device, e.g. video client on a mobile phone, PDA, laptop constructional details of equipment or arrangements specially adapted for portable computer application G06F1/1626; arrangements specially adapted for mobile receivers in broadcast systems H04H20/57
• CPC Class Codes: H04N 21/4227 Providing Remote input by a user located remotely from the client device, e.g. at work
• CPC Class Codes: H04N 21/4331 Caching operations, e.g. of an advertisement for later insertion during playback
• CPC Class Codes: H04N 21/4332 by placing content in organized collections, e.g. local EPG data repository interfaces, Database management systems or updating for information retrieval G06F16/23; details of retrieval of video data and associated meta data in video database G06F16/739
• CPC Class Codes: H04N 21/43615 Interfacing a Home Network, e.g. for connecting the client to a plurality of peripherals home Audio Video Interoperability [HAVI] data switching networks H04L12/2805
• CPC Class Codes: H04N 21/43637 involving a wireless protocol, e.g. Bluetooth, RF or wireless LAN [IEEE 802.11] arrangements for wireless networking or broadcasting of information in indoor or near-field type systems H04B10/114
• CPC Class Codes: H04N 21/4516 involving client characteristics, e.g. Set-Top-Box type, software version or amount of memory available
• CPC Class Codes: H04N 21/454 Content or additional data filtering, e.g. blocking advertisements
• CPC Class Codes: H04N 21/4828 for searching program descriptors retrieval of video data G06F16/739

Abstract

A system and method for selecting media. In one embodiment, the media is selected based on a desired relationship measure, a user input, relationship data, and the identity of a media file. In another embodiment, the present method and system is implemented onto portable devices, car audio systems, consumer electronics devices, cellular phones or software programs running on personal computers and any other device capable of reproducing media files.

Claims

1. A method of selecting media:

recognizing the identity of a first media file of a plurality of media files;

receiving a user input indicative of a desired relationship measure and a desire to select a second media file of said plurality;

accessing relationship data that indicates a relationship measure among the media files of said plurality of media files; and

selecting said second media file in accordance with said desired relationship measure, said user input, said relationship data, and said identity of said first media file.

2. The method of claim 1 wherein said relationship data is created autonomously by a media device.

3. The method of claim 1 wherein said relationship data is communicated from a remote database.

4. The method of claim 1 further comprising playing said second media file on a media device.

5. The method of claim 4 wherein said device comprises portable media player.

6. The method of claim 4 wherein said device comprises a personal computer-based media player.

7. The method of claim 4 wherein said device comprises a streaming appliance.

8. The method of claim 4 wherein said device comprises a personal computer-based media player.

9. The method of claim 4 wherein said device comprises a cellular telephone.

10. The method of claim 1 further comprising:

recognizing said identity of said second media file;

receiving a user input indicative of a desired relationship measure and a desire to select a third media file of said plurality; and

selecting said third media file in accordance with said desired relationship measure and said identity of said second media file.

11. The method of claim 1 wherein said identity of said first media file comprises an artist name associated with said media file.

12. The method of claim 1 wherein said identity of said first media file comprises a genre associated with said media file.

13. The method of claim 1 wherein said relationship data is based upon a statistical measure of co-occurrence of media files in a particular set of media files of said plurality of media files.

14. The method of claim 13 wherein said set of media files is a playlist.

15. The method of claim 13 wherein said set of media files is a media library.

16. The method of claim 1 wherein said relationship data is established by analyzing a playback history of users of said plurality of media files.

17. The method of claim 1 wherein said relationship data is established by analyzing playlists constructed by users of said plurality of media files.

18. The method of claim 1 wherein said relationship data is based upon explicit user preferences.

19. The method of claim 1 wherein said relationship data is based observed user behavior.

20. The method of claim 1 further comprising streaming said second media file to a media device.

21. The method of claim 1 wherein said relationship measure correlates to a degree of similarity between said first media file and said second media file.

22. The method of claim 1 wherein said relationship measure correlates to a degree of similarity between said first media file and other media files of said plurality.

23. The method of claim 1 wherein said relationship data between one or more media files of said plurality of media files is established by human judgments.

24. The method of claim 23 wherein said human judgments comprise a categorization of said media files.

25. The method of claim 1 wherein said relationship data is established by analyzing waveforms of said plurality of media files.

26. The method of claim 1 wherein said media files are represented by geometric vectors and said relationship measure is determined by geometric comparisons of said vectors.

27. The method of claim 26 wherein said geometric comparison is a dot product operation.

28. The method of claim 26 wherein said geometric comparison is a calculation of distance between said vectors.

29. The method of claim 1 wherein said relationship data is stored as a graph with said media files associated to vertexes in said graph and edges representing relationships between said media files.

30. The method of claim 29 wherein said edges contain weights corresponding to a strength of said relationships.

31. The method of claim 1 wherein said relationship data is established by analyzing a statistical measure of co-occurrence of said plurality of media files in published documents.

32. The method of claim 1 wherein said relationship data is established by a similarity of attributes associated with said plurality of media files.

33. The method of claim 32 wherein said attributes comprises a mood.

34. The method of claim 32 wherein said attributes comprises a tempo.

36. The method of claim 32 wherein said attributes comprises a situational preference.

37. The method of claim 36 wherein said input element is a skip icon located on a user interface of a device.

38. The method of claim 37 wherein said input element is selectable by a user contacting said user interface of said device once.

39. The method of claim 1 wherein said user input comprises a least one user interaction with said input element.

40. The method of claim 1 wherein said input element is voice-activated.

41. The method of claim 1 wherein said media file is an audio file.

42. The method of claim 1 wherein said media file is a video file.

43. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 1.

94. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 1;

and

a computing device embodying the one or more computer-readable media.

44. A method of selecting recordings for playback where a set of relationships associates the recordings comprising:

receiving an event to trigger selection of a new recording for playback wherein said event is associated with a magnitude; and

selecting said new recording for playback based on said magnitude and said set of relationships, such that said magnitude in combination with associations between a current recording and selectable recordings affects a likelihood of selection.

45. A method of claim 44 wherein said recordings are digital audio files.

46. A method of claim 44 wherein said set of relationships is defined in terms of similarity of said recordings.

47. A method of claim 46 wherein said similarity of said recordings is established by analyzing a playback history of users of said recordings.

48. A method of claim 46 wherein said similarity of said recordings is established by analyzing playlists constructed by users of said recordings.

49. A method of claim 46 wherein said similarity of said recordings is established by analyzing a statistical measure of co-occurrence of recording references in published documents.

50. A method of claim 46 wherein said similarity of said recordings is established by a similarity of recordings associated with an artist.

51. A method of claim 44 wherein said similarity of said recordings is established by human judgments.

52. A method of claim 51 wherein said human judgments consist of categorization of said recordings.

53. A method of claim 46 wherein said similarity of said recordings is established by analyzing waveforms of said recordings.

54. A method of claim 46 wherein said similarity of said recordings is established by analyzing playback history of listeners.

55. A method of claim 46 wherein said similarity of said recordings is established by analyzing playlists constructed by users.

56. A method of claim 46 wherein said similarity of said recordings is established by analyzing the co-occurrence of said recording references in published documents.

57. A method of claim 46 wherein said similarity of said recordings is established by human judgments.

58. A method of claim 57 wherein said human judgments consist of categorization of recordings.

59. A method of claim 57 wherein said human judgments consist of categorization of albums associated with said recordings.

60. A method of claim 46 wherein said similarity of said recordings is established by a similarity of attributes associated with said recordings.

61. A method of claim 60 wherein said attributes associated with said recordings comprises a tempo.

62. A method of claim 60 wherein said attributes associated with said recordings comprises a mood.

63. A method of claim 60 wherein said attributes associated with said recording comprises a situational preference.

64. A method of claim 44 wherein said recordings comprise music videos.

65. A method of claim 44 wherein said recordings comprise television programs.

66. A method of claim 44 wherein said recordings comprise movies.

67. A method of claim 44 wherein said recordings are represented by geometric vectors and a relationship strength is determined by geometric comparisons of said vectors.

68. A method of claim 67 wherein said geometric comparison is a dot product operation.

69. A method of claim 67 wherein said geometric comparison is a calculation of distance between said vectors.

70. A method of claim 44 wherein said relationships are stored as a graph with recordings associated to vertexes in the graph and edges representing said set of relationships between recordings.

71. A method of claim 70 wherein said edges contain weights corresponding to said relationship strength.

72. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 44.

73. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 44;

and

a computing device embodying the one or more computer-readable media.

96. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 44.

97. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 44;

and

a computing device embodying the one or more computer-readable media.

74. A method of creating sequences of recordings where a set of relationships associates the recordings comprising:

selecting of a starting recording; and

selecting each subsequent recording for playback based on the previous recording by receiving as input a next skip magnitude to use and selecting the next recording such that the magnitude of skip and associations between the current recording and selectable recordings affects the likelihood of selection.

75. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 74.

76. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 74;

and

a computing device embodying the one or more computer-readable media.

77. A method of selecting media, the method comprising:

recognizing the value of a first attribute of a first media file of a plurality of media files;

receiving a user input indicative of a desired relationship measure and a desire to select a second media file of said plurality of media files;

accessing relationship data that indicates a relationship measure among the values of the first attribute of the media files of said plurality of media files;

selecting a second attribute value in accordance with said desired relationship measure, said user input, said relationship data, and said first attribute value; and

selecting said second media file in accordance with said selected second attribute value.

78. The method of claim 77 wherein said media file comprises a sound recording.

79. The method of claim 78 wherein said first attribute comprises a principle recording artist.

80. The method of claim 77 wherein said first attribute comprises the genre of the recording.

81. The method of claim 77 further comprising biasing said selection of said second media file based on an additional attribute.

82. The method of claim 81 wherein said additional attribute represents a popularity of said media file.

83. The method of claim 81 wherein said additional attributes represents an explicit rating of said media file.

84. The method of claim 81 wherein said additional attributes represents the implicit rating of said media file based upon observed user behavior.

85. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 77.

86. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 77;

and

a computing device embodying the one or more computer-readable media.

87. A system of selecting media, the system comprising:

means for recognizing the identity of a first media file of a plurality of media files;

means for receiving a user input indicative of a desired relationship measure and a desire to select a second media file of said plurality;

means for accessing relationship data that indicates a relationship measure among the media files of said plurality of media files; and

means for selecting said second media file in accordance with said desired relationship measure, said user input, said relationship data, and said identity of said first media file.

88. A system of selecting media files using a skip command, comprising:

means for recognizing the identity of a first media file of a plurality of media files;

means for recognizing an end user input of a skip command, said skip command being associated with a desired relationship measure between said first media file and a second media file of said plurality; and

means for identifying said second media file in accordance with said relationship measure and the occurrence of said skip command input.

89. A system of selecting a media file for playback comprising:

means for receiving an event to trigger a playback function, the playback function being associated with a particular degree of similarity between a first media file being experienced by a user and other media files, the particular degree of similarity being based on data associated with the first and the other media files;

means for selecting a next media file to be experienced by the user, the selection being based on at least the playback function triggered and the data associated with the first media file; and

means for playing the media file.

90. A system of selecting recordings for playback where a set of relationships associates the recordings comprising:

means for receiving an event to trigger selection of a new recording for playback wherein the event is associated with a magnitude; and

means for selecting the next recording for playback based on said magnitude and said set of relationships, such that the magnitude in combination with associations between the current recording and selectable recordings affects the likelihood of selection.

91. A system of creating sequences of recordings where a set of relationships associates the recordings comprising:

means for selecting of a starting recording; and

means for selecting each subsequent recording for playback based on the previous recording by accepting a user input representative of a next skip magnitude to use and selecting the next recording such that the magnitude of skip and associations between the current recording and selectable recordings affects the likelihood of selection.

92. A system of selecting media comprising:

means for recognizing the value of a first attribute of the media file of a plurality of media files;

means for receiving a user input indicative of a desired relationship measure and a desire to select a second media file of said plurality of media files;

means for accessing relationship data that indicates a relationship measure among the values of the first attribute of the media files of said plurality of media files;

means for selecting a second attribute value in accordance with said desired relationship measure, said user input, said relationship data, and said first attribute value; and

means for selecting said second media file in accordance with said selected second attribute value.

93. A computer data signal embodied in a carrier wave comprising instructions for receiving signals transmitted by network entities, wherein at least a subset of said signals comprise code for performing the steps of:

recognizing the identity of a first media file of a plurality of media files;

receiving a user input indicative of a desired relationship measure and a desire to select a second media file of said plurality;

accessing relationship data that indicates a relationship measure among the media files of said plurality of media files; and

selecting said second media file in accordance with said desired relationship measure, said user input, said relationship data, and said identity of said first media file.

95. A method of selecting media files using a skip command, comprising:

recognizing the identity of a first media file of a plurality of media files;

recognizing a user input indicative of a skip command, said skip command being associated with a desired relationship measure between said first media file and a second media file of said plurality; and

identifying said second media file in accordance with said skip command.

98. A method of selecting a media file for playback comprising:

receiving an event to trigger a playback function, the playback function being associated with a particular degree of similarity between a first media file being experienced by a user and a plurality of media files, the particular degree of similarity being based on data associated with the first and the other media files;

selecting a next media file to be experienced by the user, the selection being based on at least the playback function triggered and the data associated with the first media file; and

playing the media file.

99. One or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 98.

100. A system comprising:

one or more computer-readable media having computer-readable instructions thereon which, when executed by one or more computing devices, implements the method of claim 98;

and

a computing device embodying the one or more computer-readable media.