Systems and methods for managing content in a network

    公开(公告)号:US11184453B2

    公开(公告)日:2021-11-23

    申请号:US16847192

    申请日:2020-04-13

    申请人: Synamedia Limited

    IPC分类号: H04L29/08

    摘要: A method for managing content in a network having one or more user devices and one or more edge computing systems includes determining a likelihood that a user device will connect to an edge computing system during a time window, based on the determined likelihood, storing on the edge computing system information reflecting an activity pattern associated with the user device, receiving a request for content from the user device, generating metadata based on the stored information and the request, and transmitting the metadata to the user device.

    APPROXIMATED PERSONALIZATION FOR WEAKLY CONNECTED DEVICES

    公开(公告)号:US20220295129A1

    公开(公告)日:2022-09-15

    申请号:US17829662

    申请日:2022-06-01

    申请人: Synamedia Limited

    摘要: Techniques for targeting media content items for weakly connected devices are described. In some embodiments, a model building method in preparation for approximated personalization is performed at a server. The server uses data from fully connected devices to build a full model, which classifies profiles into clusters and tags targeted content with content rankings. The server also builds device models that approximate the full model. The server then sends the device models to user devices for targeted content selection. In some embodiments, a content selection method for approximated personalization is performed at a user device. The user device receives parameters of a device model trained by a server. The user device then executes the device model using local user data to assign a profile to a cluster and selects targeted content for the profile based on the cluster assignment and the rankings of the targeted content.

    Approximated personalization for weakly connected devices

    公开(公告)号:US11418824B1

    公开(公告)日:2022-08-16

    申请号:US17158412

    申请日:2021-01-26

    申请人: Synamedia Limited

    摘要: Techniques for targeting media content items for weakly connected devices are described. In some embodiments, a model building method in preparation for approximated personalization is performed at a server. The server uses data from fully connected devices to build a full model, which classifies profiles into clusters and tags targeted content with content rankings. The server also builds device models that approximate the full model. The server then sends the device models to user devices for targeted content selection. In some embodiments, a content selection method for approximated personalization is performed at a user device. The user device receives parameters of a device model trained by a server. The user device then executes the device model using local user data to assign a profile to a cluster and selects targeted content for the profile based on the cluster assignment and the rankings of the targeted content.

    Approximated personalization for weakly connected devices

    公开(公告)号:US11785270B2

    公开(公告)日:2023-10-10

    申请号:US17829662

    申请日:2022-06-01

    申请人: Synamedia Limited

    摘要: Techniques for targeting media content items for weakly connected devices are described. In some embodiments, a model building method in preparation for approximated personalization is performed at a server. The server uses data from fully connected devices to build a full model, which classifies profiles into clusters and tags targeted content with content rankings. The server also builds device models that approximate the full model. The server then sends the device models to user devices for targeted content selection. In some embodiments, a content selection method for approximated personalization is performed at a user device. The user device receives parameters of a device model trained by a server. The user device then executes the device model using local user data to assign a profile to a cluster and selects targeted content for the profile based on the cluster assignment and the rankings of the targeted content.

    APPROXIMATED PERSONALIZATION FOR WEAKLY CONNECTED DEVICES

    公开(公告)号:US20220239964A1

    公开(公告)日:2022-07-28

    申请号:US17158412

    申请日:2021-01-26

    申请人: Synamedia Limited

    摘要: Techniques for targeting media content items for weakly connected devices are described. In some embodiments, a model building method in preparation for approximated personalization is performed at a server. The server uses data from fully connected devices to build a full model, which classifies profiles into clusters and tags targeted content with content rankings. The server also builds device models that approximate the full model. The server then sends the device models to user devices for targeted content selection. In some embodiments, a content selection method for approximated personalization is performed at a user device. The user device receives parameters of a device model trained by a server. The user device then executes the device model using local user data to assign a profile to a cluster and selects targeted content for the profile based on the cluster assignment and the rankings of the targeted content.

    SYSTEMS AND METHODS FOR PROVIDING METADATA

    公开(公告)号:US20210320981A1

    公开(公告)日:2021-10-14

    申请号:US16847192

    申请日:2020-04-13

    申请人: Synamedia Limited

    IPC分类号: H04L29/08

    摘要: A method for managing content in a network having one or more user devices and one or more edge computing systems includes determining a likelihood that a user device will connect to an edge computing system during a time window, based on the determined likelihood, storing on the edge computing system information reflecting an activity pattern associated with the user device, receiving a request for content from the user device, generating metadata based on the stored information and the request, and transmitting the metadata to the user device.