公开(公告)号：US11863643B1

公开(公告)日：2024-01-02

申请号：US18193891

申请日：2023-03-31

Applicant: Amazon Technologies, Inc.

Inventor： Narjessadat Seyeditabari ,  Vinayshekhar Bannihatti Kumar ,  Rashmi Gangadharaiah ,  Deepak Seetharam Nadig ,  Ankit Kapoor ,  Fayun Luo

IPC: H04L67/50 ,  G06F40/284 ,  H04L67/306

CPC classification number: H04L67/535 ,  G06F40/284 ,  H04L67/306

Abstract: Clusters of users of networked services are defined based on tasks performed by such users during such networked services. Activities of the users during sessions of the networked services are tracked, and representations of such users or such activities are used to train a model to predict activities of users in the future, including but not limited to services utilized by such users, or pages visited by such users. Subsequently, when a user accesses a networked service during a session, activities of the user may be determined, and a representation of the session is provided as an input to the model, along with contextual information such as an identifier of the persona of the user. A next action, e.g., a service or a page utilized by the user, may be predicted based on outputs received from the model.

公开(公告)号：US11997177B1

公开(公告)日：2024-05-28

申请号：US18193876

申请日：2023-03-31

Applicant: Amazon Technologies, Inc.

Inventor： Narjessadat Seyeditabari ,  Vinayshekhar Bannihatti Kumar ,  Rashmi Gangadharaiah ,  Deepak Seetharam Nadig ,  Ankit Kapoor ,  Fayun Luo

IPC: H04L67/50 ,  G06F40/284 ,  H04L67/51

CPC classification number: H04L67/535 ,  G06F40/284 ,  H04L67/51

Abstract: Clusters of users of networked services are defined based on tasks performed by such users during such networked services. Activities of the users during sessions of the networked services are tracked, and representations of such users or such activities are used to train a model to predict activities of users in the future, including but not limited to services utilized by such users, or pages visited by such users. Subsequently, when a user accesses a networked service during a session, activities of the user may be determined, and a representation of the session is provided as an input to the model, along with contextual information such as an identifier of the persona of the user. A next action, e.g., a service or a page utilized by the user, may be predicted based on outputs received from the model.