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1.发明申请公开(公告)号：US20160307117A1
公开(公告)日：2016-10-20
申请号：US15196932
申请日：2016-06-29
Applicant: Huawei Technologies Co., Ltd.
Inventor： Qiang Yang , Yangqiu Song , Wing Ki Leung , Zhengdong Lu
CPC classification number: G06N20/00 , G06F16/2465 , G06N5/022 , G06N5/043
Abstract: A method for processing information by an intelligent agent and the intelligent agent, where the method comprises: a first intelligent agent sends a request message to a second intelligent agent, where the request message includes an invitation message or a recommendation message; the first intelligent agent receives a decision message fed back by the second intelligent agent, where the decision message is determined according to the invitation message or the recommendation message and a knowledge model of the second intelligent agent; and the first intelligent agent updates, according to the decision message, a knowledge model of the first intelligent agent or sends a notification message to a first user account corresponding to the first intelligent agent. By using these technical solutions, information on a social network may be learned and processed by means of interaction with another intelligent agent, thereby implementing mining of data on the social network.
Abstract translation: 一种智能代理和智能代理处理信息的方法，所述方法包括：第一智能代理向第二智能代理发送请求消息，其中所述请求消息包括邀请消息或推荐消息; 第一智能代理接收由第二智能代理反馈的判定消息，其中根据邀请消息或推荐消息确定判定消息，以及第二智能代理的知识模型; 并且所述第一智能代理根据所述判定消息，更新所述第一智能代理的知识模型，或者向与所述第一智能代理对应的第一用户账户发送通知消息。 通过使用这些技术解决方案，可以通过与另一智能代理的交互来学习和处理关于社交网络的信息，从而实现社交网络上的数据挖掘。
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公开(公告)号：US20160307070A1
公开(公告)日：2016-10-20
申请号：US15193209
申请日：2016-06-27
Applicant: Huawei Technologies Co., Ltd.
Inventor： Zhuolin Jiang , Yangqiu Song , Qiang Yang
CPC classification number: G06K9/6256 , G06K9/00684 , G06K9/46 , G06K9/6218 , G06K9/6262
Abstract: A method for recognizing a target object in an image, and an apparatus, where the method includes extracting feature data from an image, and transforming the extracted feature data into a uniform expression, performing automatic clustering for features in the image according to the feature data in the uniform expression and a historical clustering result, grouping a target object of a known class included in an automatic clustering result into the corresponding known class, in order to recognize a target object of the known class in the image, and training a classifier in a machine learning manner, for a target object of an unknown class included in the automatic clustering result, in order to recognize a target object of an unknown class in the image. In the embodiments of the present invention, recognizing a target object of an unknown class can be implemented.
Abstract translation: 一种用于识别图像中的目标对象的方法，以及其中所述方法包括从图像提取特征数据并将提取的特征数据变换为均匀表达的装置，根据特征数据对图像中的特征执行自动聚类 在统一表达式和历史聚类结果中，将包括在自动聚类结果中的已知类的目标对象分组到对应的已知类中，以便识别图像中已知类的目标对象，并且将训练分类器 针对包括在自动聚类结果中的未知类的目标对象的机器学习方式，以便识别图像中未知类的目标对象。 在本发明的实施例中，可以实现识别未知类的目标对象。
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Patent Agency Ranking
公开(公告)号：US10078509B2
公开(公告)日：2018-09-18
申请号：US15181664
申请日：2016-06-14
Applicant: Huawei Technologies Co., Ltd.
Inventor： Qiang Yang , Yangqiu Song , Xiuqiang He
Abstract: A method and a system for processing lifelong learning of a terminal, and an apparatus is presented. The method for processing lifelong learning of a terminal according to the present disclosure includes sending, to a server, a request for downloading a function module, where the download request includes description information of the function module; receiving the function module that is sent by the server and is corresponding to the description information; and using the function module to expand and/or update a local function. According to the embodiments of the present disclosure, the lifelong learning of the terminal is implemented, and a problem in the prior art that the terminal cannot perform function expansion and updating is resolved.
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公开(公告)号：US11200509B2
公开(公告)日：2021-12-14
申请号：US15196932
申请日：2016-06-29
Applicant: Huawei Technologies Co., Ltd.
Inventor： Qiang Yang , Yangqiu Song , Wing Ki Leung , Zhengdong Lu
IPC: G06N20/00 , G06F16/2458 , G06N5/04 , G06N5/02
Abstract: A method for processing information by an intelligent agent and the intelligent agent, where the method comprises: a first intelligent agent sends a request message to a second intelligent agent, where the request message includes an invitation message or a recommendation message; the first intelligent agent receives a decision message fed back by the second intelligent agent, where the decision message is determined according to the invitation message or the recommendation message and a knowledge model of the second intelligent agent; and the first intelligent agent updates, according to the decision message, a knowledge model of the first intelligent agent or sends a notification message to a first user account corresponding to the first intelligent agent. By using these technical solutions, information on a social network may be learned and processed by means of interaction with another intelligent agent, thereby implementing mining of data on the social network.
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公开(公告)号：US09798956B2
公开(公告)日：2017-10-24
申请号：US15193209
申请日：2016-06-27
Applicant: Huawei Technologies Co., Ltd.
Inventor： Zhuolin Jiang , Yangqiu Song , Qiang Yang
CPC classification number: G06K9/6256 , G06K9/00684 , G06K9/46 , G06K9/6218 , G06K9/6262
Abstract: A method for recognizing a target object in an image, and an apparatus, where the method includes extracting feature data from an image, and transforming the extracted feature data into a uniform expression, performing automatic clustering for features in the image according to the feature data in the uniform expression and a historical clustering result, grouping a target object of a known class included in an automatic clustering result into the corresponding known class, in order to recognize a target object of the known class in the image, and training a classifier in a machine learning manner, for a target object of an unknown class included in the automatic clustering result, in order to recognize a target object of an unknown class in the image. In the embodiments of the present invention, recognizing a target object of an unknown class can be implemented.
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公开(公告)号：US12014251B2
公开(公告)日：2024-06-18
申请号：US17549231
申请日：2021-12-13
Applicant: HUAWEI TECHNOLOGIES CO., LTD.
Inventor： Qiang Yang , Yangqiu Song , Wing Ki Leung , Zhengdong Lu
IPC: G06N5/022 , G06F16/2458 , G06N5/043 , G06N20/00
CPC classification number: G06N20/00 , G06F16/2465 , G06N5/022 , G06N5/043
Abstract: A method for processing information by an intelligent agent and the intelligent agent, where the method comprises: a first intelligent agent sends a request message to a second intelligent agent, where the request message includes an invitation message or a recommendation message; the first intelligent agent receives a decision message fed back by the second intelligent agent, where the decision message is determined according to the invitation message or the recommendation message and a knowledge model of the second intelligent agent; and the first intelligent agent updates, according to the decision message, a knowledge model of the first intelligent agent or sends a notification message to a first user account corresponding to the first intelligent agent. By using these technical solutions, information on a social network may be learned and processed by means of interaction with another intelligent agent, thereby implementing mining of data on the social network.
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7.发明申请公开(公告)号：US20160299755A1
公开(公告)日：2016-10-13
申请号：US15181664
申请日：2016-06-14
Applicant: Huawei Technologies Co., Ltd.
Inventor： Qiang Yang , Yangqiu Song , Xiuqiang He
Abstract: A method and a system for processing lifelong learning of a terminal, and an apparatus is presented. The method for processing lifelong learning of a terminal according to the present disclosure includes sending, to a server, a request for downloading a function module, where the download request includes description information of the function module; receiving the function module that is sent by the server and is corresponding to the description information; and using the function module to expand and/or update a local function. According to the embodiments of the present disclosure, the lifelong learning of the terminal is implemented, and a problem in the prior art that the terminal cannot perform function expansion and updating is resolved.
Abstract translation: 一种用于处理终端终身学习的方法和系统以及装置。 根据本发明的用于处理终端的终身学习的方法包括向服务器发送下载功能模块的请求，其中所述下载请求包括所述功能模块的描述信息; 接收由服务器发送并对应于描述信息的功能模块; 并使用功能模块来扩展和/或更新本地功能。 根据本公开的实施例，实现终端的终身学习，解决了终端无法执行功能扩展和更新的现有技术中的问题。
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