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    Recommendation Network Using Machine Learning
    3.
    发明公开
    Recommendation Network Using Machine Learning 审中-公开

    公开(公告)号：US20240161166A1

    公开(公告)日：2024-05-16

    申请号：US18407739

    申请日：2024-01-09

    Applicant: Capital One Services, LLC

    Inventor： Micah Price ,  Avid Ghamsari ,  Qiaochu Tang ,  Geoffrey Dagley ,  Staeven Duckworth

    IPC: G06Q30/0601 ,  G06N3/04 ,  H04L51/52

    CPC classification number: G06Q30/0631 ,  G06N3/04 ,  G06Q30/0625 ,  H04L51/52

    Abstract: Methods, systems, and apparatuses are described herein for providing purchase recommendations by analyzing social networks using machine learning. A machine learning model may be trained to select one or more of the first plurality of users. Purchase intention data that indicates an intention of a first user to acquire a type of asset may be received. Social networking data that comprises a plurality of associations between a second plurality of users may be received. Purchase history data indicating one or more purchases, of one or more assets associated with the type of asset, made by the second plurality of users may be received. The trained machine learning model may be provided the data. In return, the trained machine learning model may provide an indication of a second user. A notification may be sent to the second user.

    Data sharing via distributed ledgers
    7.
    发明授权
    Data sharing via distributed ledgers 有权

    公开(公告)号：US11829502B2

    公开(公告)日：2023-11-28

    申请号：US17524245

    申请日：2021-11-11

    Applicant: Capital One Services, LLC

    Inventor： Taras Kuzin ,  Qiaochu Tang ,  Steve Frensch ,  John Santoro

    IPC: G06F21/62 ,  H04L9/40 ,  G06F16/27 ,  G06F16/28 ,  H04L9/00

    CPC classification number: G06F21/6218 ,  G06F16/27 ,  G06F16/28 ,  H04L63/102 ,  H04L9/50

    Abstract: Systems as described herein may include authorizing the sharing of data and sharing data between a variety of systems. A request to share data may be provided to a first system. The system may create sharing session data on a distributed ledger accessible by a number of systems. Sharing session data may be stored using a transaction stored on a distributed ledger. A second system may obtain the sharing session account and verify the sharing session. On verification of the sharing session, a variety of data may be shared between the systems identified in the sharing session data. The sharing session data may be established between two or more systems. The distributed ledger may be maintained by the systems themselves and/or a distributed network system. In a variety of embodiments, encrypted data may be stored and/or obtained using the distributed ledger.

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