The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 28, 2024
Filed:
Mar. 31, 2023
Amazon Technologies, Inc., Seattle, WA (US);
Narjessadat Seyeditabari, Daly City, CA (US);
Vinayshekhar Bannihatti Kumar, Santa Clara, CA (US);
Rashmi Gangadharaiah, San Jose, CA (US);
Deepak Seetharam Nadig, San Jose, CA (US);
Ankit Kapoor, Seattle, WA (US);
Fayun Luo, Herndon, VA (US);
Amazon Technologies, Inc., Seattle, WA (US);
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.