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公开(公告)号：US20200244476A1
公开(公告)日：2020-07-30
申请号：US16756590
申请日：2018-10-02
Applicant: Samsung Electronics Co., Ltd.
Inventor： Tae-duk KIM , Sang-jin TAE
Abstract: Disclosed is a data learning server according to an embodiment. The data learning server includes a communicator configured to be communicable with an external device, a learning data acquisition unit configured to acquire production information of a home appliance and operation information using the communicator, a model learning unit configured to generate or update a learning model using the product information and the operation information, and a storage configured to store a learning model trained to estimate a new trouble detection pattern related to the trouble item as a result of the generating or updating learning model. Various embodiments are available.The data learning server may estimate a new trouble detection pattern related to a trouble of a home appliance using rule-based or AI algorithm. When estimating a region of interest using the AI algorithm, the data learning server may use machine learning, neural network, or deep learning algorithm.
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