Invention Grant
- Patent Title: User classification based on user content viewed
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Application No.: US16985161Application Date: 2020-08-04
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Publication No.: US11711558B2Publication Date: 2023-07-25
- Inventor: Tomasz Jan Palczewski , Praveen Pratury , Hyun Chul Lee , Hyun-Woo Kim
- Applicant: Samsung Electronics Company, Ltd.
- Applicant Address: KR Suwon si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Main IPC: G06N3/049
- IPC: G06N3/049 ; G06N3/048 ; H04N21/25

Abstract:
A method implemented by one or more computing systems includes accessing content viewing data associated with a first user account, wherein the first user account is associated with one or more client devices. The content viewing data includes temporal-based content viewing data. The method further includes determining, using one or more sequence models, a set of content viewing features based on the temporal-based content viewing data, and concatenating the content viewing features into a single computational array. The method further includes providing, through one or more dense layers of a deep-learning model, the single computational array to an output layer of the deep-learning model, and calculating, based on the output layer, one or more probabilities for one or more labels for the first user account. Each label includes a predicted attribute for the first user account.
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