EFFECTIVE USER MODELING WITH TIME-AWARE BASED BINARY HASHING

Patent №

US 11,615,302

Granted

2023-03-28

Filed 2020

Owner

SAMSUNG ELECTRONICS COMPANY, LTD.

Lab

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16796813

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.

Machine learningNatural languageVisionSpeechPlanningAI hardwareG06N 3/08G06F 16/2264G06F 17/15G06N 3/045G06N 3/0464G06N 3/084G06N 3/09G06N 20/00+3 more

AI classification

Natural language1.00
Machine learning0.99
AI hardware0.98
Vision0.91
Speech0.86
Planning0.63
Knowledge representation0.24
Evolutionary computation0.00

Ownership

SAMSUNG ELECTRONICS COMPANY, LTD.

assignment · 519850693

Assignors

ZHAO, XIANGYUAN, KIM, HONG-HOE, ZHOU, PENG, ZHU, YINGNAN, LEE, HYUN CHUL

On an employer assignment, the assignors are typically the inventors.

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