公开(公告)号：US20230297832A1

公开(公告)日：2023-09-21

申请号：US18201405

申请日：2023-05-24

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Eunkyu OH ,  Taehun Kim ,  Minsoo Kim ,  Yunhu Ji ,  Sushill Khyalla

IPC: G06N3/08 ,  G06N3/0455

CPC classification number: G06N3/08 ,  G06N3/0455

Abstract: An electronic device is provided. The electronic device includes: a memory storing a neural network model; and a processor configured to: obtain a plurality of individual graphs based on an access history for a plurality of contents over a plurality of sessions; generate an integrated graph, in which the plurality of individual graphs are integrated, based on a connection relationship between nodes included in the plurality of individual graphs and a number of times each connection between the nodes is repeated; obtain a plurality of augmented graphs by augmenting each of the plurality of individual graphs based on the integrated graph; and train the neural network model to provide recommended content based on the plurality of augmented graphs.

公开(公告)号：US11536477B2

公开(公告)日：2022-12-27

申请号：US17004445

申请日：2020-08-27

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hyeonje Cho ,  Inhwan Hwang ,  Huijung Kim ,  Yunhu Ji ,  Sehoon Kim

IPC: F24F11/46 ,  F24F11/63 ,  F24F11/52 ,  F24F110/12 ,  F24F130/10 ,  F24F110/32 ,  F24F110/52 ,  F24F110/74 ,  F24F110/22

Abstract: An operation method for reducing energy consumption and an electronic apparatus thereof are provided. The operation method includes obtaining, by the electronic apparatus, weather forecast information, inputting, by the electronic apparatus, the weather forecast information to an artificial intelligence model for predicting an amount of power to be consumed by a first air conditioner, and displaying, by the electronic apparatus, the predicted power consumption amount of the first air conditioner output from the artificial intelligence model, wherein the artificial intelligence model is trained to obtain correlation information between a weather condition and a power consumption amount of an air conditioner, based on a weather history and operations of a plurality of air conditioners related to the weather history, and predict the amount of power to be consumed by the first air conditioner based on the correlation information and the weather forecast information.

公开(公告)号：US11146647B2

公开(公告)日：2021-10-12

申请号：US16732910

申请日：2020-01-02

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Jinhe Jung ,  Sungwon Kim ,  Yunhu Ji ,  Yunhee Hwang

IPC: H04L29/08 ,  H04L12/28

Abstract: A user device is provided to estimate an activity state in a home network. A user device may include a memory configured to store instructions and a processor configured to execute the stored instructions. The processor is configured to obtain context information and control information of at least one external electronic device from the at least one external electronic device; estimate a first activity state of a user using the context information and the control information; and transmit the first activity state to the at least one external electronic device.