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    Multi-Language Grouping of Content Items Based on Semantically Equivalent Topics
    12.
    发明申请
    Multi-Language Grouping of Content Items Based on Semantically Equivalent Topics 审中-公开

    公开(公告)号：US20200302121A1

    公开(公告)日：2020-09-24

    申请号：US16818894

    申请日：2020-03-13

    Applicant: Apple Inc.

    Inventor： Steve E. Marmon ,  Collin D. Ruffenach ,  Anil A. Sewani ,  Gurumurthy D. Ramkumar ,  Dominic J. Hughes ,  Pushkaraj Bhirud

    IPC: G06F40/30 ,  G06F40/58 ,  G06F40/263 ,  G06Q50/00

    Abstract: In some implementations, a computing device can present a multi-language grouping of topics. For example, the computing device can determine a primary and secondary language for a user of the computing device. The computing device can request configuration that includes a tag language mapping that can be used to translate topic tags corresponding to the secondary language to topic tags corresponding to the primary language. When the computing device receives tagged content items associated with the secondary language, the computing device can translate the secondary language tags corresponding to the tagged content items into semantically equivalent topic tags in the primary language. The computing device can then group primary language content items and secondary language content items into multi-language groupings based on the topics corresponding to the translated content item tags. The computing device can then present the multi-language topic groupings of content items.

    Document Selection and Display Based on Detected Viewer Preferences
    15.
    发明申请
    Document Selection and Display Based on Detected Viewer Preferences 审中-公开

    公开(公告)号：US20170199942A1

    公开(公告)日：2017-07-13

    申请号：US15273943

    申请日：2016-09-23

    Applicant: Apple Inc.

    Inventor： Collin D. Ruffenach ,  Dominic J. Hughes ,  Ian J. Elseth ,  Steve E. Marmon

    IPC: G06F17/30 ,  G06F17/21

    Abstract: Some embodiments of the invention provide a method that detects document attribute preferences for viewing documents (e.g., articles) on a device. The method displays several documents on a display screen of the device, with each document having one or more associated attributes. In some embodiments, different documents can be associated with the same attribute or the same number of attributes, or can be associated with different attributes or a different number of attributes. In some embodiments, the method detects viewer interactions with one or more displayed documents, and based on these interactions, computes attribute scores for several attributes associated with a number of the documents. The computed attribute scores in some embodiments identify a preference ranking for attributes associated with the documents. As further describe below, some embodiments use the computed attribute scores to select subsequent documents for display on the device and/or to arrange the display of subsequent documents on the device.

    Multi-language grouping of content items based on semantically equivalent topics
    18.
    发明授权
    Multi-language grouping of content items based on semantically equivalent topics 有权

    公开(公告)号：US11556714B2

    公开(公告)日：2023-01-17

    申请号：US16818894

    申请日：2020-03-13

    Applicant: Apple Inc.

    Inventor： Steve E. Marmon ,  Collin D. Ruffenach ,  Anil A. Sewani ,  Gurumurthy D. Ramkumar ,  Dominic J. Hughes ,  Pushkaraj Bhirud

    IPC: G06F40/30 ,  G06F40/263 ,  G06F40/58 ,  G06Q50/00

    Abstract: In some implementations, a computing device can present a multi-language grouping of topics. For example, the computing device can determine a primary and secondary language for a user of the computing device. The computing device can request configuration that includes a tag language mapping that can be used to translate topic tags corresponding to the secondary language to topic tags corresponding to the primary language. When the computing device receives tagged content items associated with the secondary language, the computing device can translate the secondary language tags corresponding to the tagged content items into semantically equivalent topic tags in the primary language. The computing device can then group primary language content items and secondary language content items into multi-language groupings based on the topics corresponding to the translated content item tags. The computing device can then present the multi-language topic groupings of content items.

    Privacy Preserving Server-Side Personalized Content Selection
    19.
    发明申请
    Privacy Preserving Server-Side Personalized Content Selection 有权

    公开(公告)号：US20220019689A1

    公开(公告)日：2022-01-20

    申请号：US17152125

    申请日：2021-01-19

    Applicant: Apple Inc.

    Inventor： Chi Wai Lau ,  Dominic J. Hughes ,  Sudeep Agarwal ,  Martin J. Murrett

    IPC: G06F21/62

    Abstract: In some implementations, a computing system can be configured to perform personalized content item selection in a privacy preserving manner. In some implementations, user privacy can be protected by performing the personalized selection of content items on the user's device. For example, the computing system can include a client device configured to select content items from a collection of candidate content items received from a server device based on a user profile generated and stored on the client device. In some implementations, user privacy can be protected when performing the personalized selection of content items by sending an anonymous, or approximate, user profile (e.g., class profile) to the server device. For example, the computing system can include a server device configured to select content items from a collection of content items based on a class profile representing a group of similar user profiles received from the client device.

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