Method for content recommendation
First Claim
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1. A method, implemented by an information processing apparatus, for content recommendation, comprising:
- determining, by the information processing apparatus, a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item;
determining, by the information processing apparatus, a confidence measure for said content recommendation, said confidence measure being descriptive of an estimated quality of the determined content recommendation;
communicating said confidence measure or a derivative thereof; and
requesting feedback for at least a part of said content recommendation, wherein the feedback indicates a liking or disliking of said content recommendation and includes different options that change based on the confidence measure.
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Abstract
A method for content recommendation for a user, wherein a song or a video is recommended to the user and a confidence measure is determined for the recommended song. The confidence measure is displayed to the user, so the user may get more confidence into the recommendation of the system.
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Citations
28 Claims
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1. A method, implemented by an information processing apparatus, for content recommendation, comprising:
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determining, by the information processing apparatus, a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item; determining, by the information processing apparatus, a confidence measure for said content recommendation, said confidence measure being descriptive of an estimated quality of the determined content recommendation; communicating said confidence measure or a derivative thereof; and requesting feedback for at least a part of said content recommendation, wherein the feedback indicates a liking or disliking of said content recommendation and includes different options that change based on the confidence measure. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A device for content recommendation, comprising:
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a data processor configured to determine a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item, and to determine a confidence measure for said content recommendation, wherein said confidence measure is descriptive of an estimated quality of the determined content recommendation; a display configured to display said confidence measure or a derivative thereof; and a feedback part configured to input feedback for at least a part of said content recommendation, the feedback indicating a liking or disliking of said content recommendation, and to input further feedback, the further feedback including different options that change based on said confidence measure, wherein said data processor updates said profile based on said feedback and/or said further feedback.
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16. A non-transitory computer-readable medium storing computer readable instructions thereon that when executed by a content recommendation device cause the content recommendation device to perform a method, comprising:
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displaying a graphical user interface that includes a selectable negative feedback button associated with a first changeable text field, wherein said first changeable text field indicates that normal negative feedback can be input for a currently played content item, wherein, in response to a normal negative feedback being input, a confidence measure for the currently played content item being above a threshold, and said feedback indicating a disliking of said currently played content item, the first changeable text field changes and indicates that a further refined feedback can be input for the currently played content item. - View Dependent Claims (17)
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18. A non-transitory computer-readable medium storing computer readable instructions thereon that when executed by a content recommendation device cause the content recommendation device to perform a method comprising:
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displaying a graphical user interface that includes at least one positive feedback button associated with a first text field, said positive feedback button allowing input of positive feedback for a currently played song; and at least one negative feedback button associated with a second text field, said negative feedback button allowing input of negative feedback for said currently played song, wherein an appearance of said first and second text field is based on a confidence measure for said currently played song, said confidence measure being descriptive of an estimated quality of the currently played song.
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19. A non-transitory computer-readable medium storing computer readable instructions thereon that when executed by a content recommendation device cause the content recommendation device to perform a method comprising:
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determining a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item; determining a confidence measure for said content recommendation, said confidence measure being descriptive of an estimated quality of the determined content recommendation; communicating said confidence measure or a derivative thereof; and requesting for feedback for at least a part of said content recommendation, wherein the feedback indicates a liking or disliking of said content recommendation and includes different options that change based on the confidence measure.
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20. A device for content recommendation, comprising:
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means for determining a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item; means for determining a confidence measure for said content recommendation, wherein said confidence measure is descriptive of an estimated quality of the determined content recommendation; means for communicating said confidence measure or a derivative thereof; and means for requesting feedback for at least part of said content recommendation, wherein the feedback indicates a liking or disliking of said content recommendation and includes different options that change based on the confidence measure.
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21. A method, implemented by an information processing apparatus, for content recommendation, comprising:
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determining, by the information processing apparatus, a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item; determining, by the information processing apparatus, a confidence measure for said content recommendation, said confidence measure being descriptive of an amount of data about a user'"'"'s preferences; receiving feedback for at least a part of said content recommendation; requesting for further feedback, wherein the feedback indicates a liking or disliking of said content recommendation and includes different options that change based on the confidence measure. - View Dependent Claims (22)
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23. A method, implemented by an information processing apparatus, for content recommendation, comprising:
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determining, by the information processing apparatus, a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item; determining, by the information processing apparatus, a confidence measure for said content recommendation, said confidence measure being descriptive of an estimated quality of the determined content recommendation; communicating said confidence measure or a derivative thereof; and requesting feedback for at least a part of said content recommendation, wherein a type of the feedback depends on the confidence measure, wherein said confidence measure or said derivative thereof is communicated simultaneously with requesting feedback for at least part of said content recommendation. - View Dependent Claims (24)
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25. A device for content recommendation, comprising:
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a data processor configured to determine a content recommendation from a data base of content items based on a profile, wherein said content recommendation includes at least one content item, and to determine a confidence measure for said content recommendation, wherein said confidence measure is descriptive of an estimated quality of the determined content recommendation; a graphical user interface configured to display said confidence measure or a derivative thereof; and at least one positive feedback button associated with a first text field, said at least one positive feedback button allowing input of positive feedback for a currently played song; and at least one negative feedback button associated with a second text field, said at least one negative feedback button allowing input of negative feedback for said currently played song, wherein an appearance of said first and/or second text field depends on a confidence measure for said currently played song, said confidence measure being descriptive of an estimated quality of the currently played song, said graphical user interface displays said confidence measure or said derivative thereof simultaneously with said at least one positive and said at least one negative feedback button. - View Dependent Claims (26, 27, 28)
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Specification