Invention Grant
- Patent Title: Effective user modeling with time-aware based binary hashing
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Application No.: US16796813Application Date: 2020-02-20
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Publication No.: US11615302B2Publication Date: 2023-03-28
- Inventor: Xiangyuan Zhao , Hong-hoe Kim , Peng Zhou , Yingnan Zhu , Hyun Chul Lee
- Applicant: Samsung Electronics Company, Ltd.
- Applicant Address: KR Gyeonggi-do
- Assignee: Samsung Electronics Company, Ltd.
- Current Assignee: Samsung Electronics Company, Ltd.
- Current Assignee Address: KR Gyeonggi-do
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/04 ; G06F16/22 ; G06N20/00 ; G06F17/15 ; G06Q30/0201 ; G06Q30/0204 ; G06Q30/0241
Abstract:
In one embodiment, a computer-implemented method includes acquiring sequential user behavior data including one-dimensional data. The user behavior data is associated with a user. The method includes abstracting features from the sequential user behavior data to cover short-term and long-term timeframes. The method includes determining one or more properties of the user based on the features.
Public/Granted literature
- US20200285960A1 EFFECTIVE USER MODELING WITH TIME-AWARE BASED BINARY HASHING Public/Granted day:2020-09-10
Information query
