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公开(公告)号：US20140058985A1
公开(公告)日：2014-02-27
申请号：US14063715
申请日：2013-10-25
Applicant: Huawei Technologies Co., LTD
Inventor： Andrey Osin , Xiuqiang He , Lujia Pan , Cheng He
CPC classification number: G06N3/02 , G06N3/08 , H04L41/142 , H04L41/145 , H04L41/147 , H04L41/16 , H04L43/026 , H04L43/028
Abstract: Embodiments of the present invention provide a method and device for synthesis of network traffic. The method includes extracting a first real traffic composition parameter sequence and a second real traffic composition parameter sequence from real traffic. A first synthetic traffic composition parameter sequence is generated. Relational coefficients between first traffic composition parameters and second traffic composition parameters are obtained. A second synthetic traffic composition parameter sequence is generated and synthetic traffic is generated according to the first synthetic traffic composition parameter sequence and the second synthetic traffic composition parameter sequence.
Abstract translation: 本发明的实施例提供了一种用于合成网络业务的方法和装置。 该方法包括从真实业务中提取第一真实业务组合参数序列和第二实际业务组合参数序列。 生成第一个合成交通组合参数序列。 获得第一交通组合参数与第二交通组合参数之间的关系系数。 生成第二合成业务组合参数序列，并根据第一合成业务组合参数序列和第二合成业务组合参数序列生成合成业务。
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公开(公告)号：US12099471B2
公开(公告)日：2024-09-24
申请号：US18145635
申请日：2022-12-22
Applicant: Huawei Technologies Co., Ltd.
Inventor： Bin Wu , Xiuqiang He , Li Qian
CPC classification number: G06F16/168 , G06F18/22 , G06F18/23
Abstract: This application provides an application program (APP) management method, a terminal device, a server, and a system. According to the method, APPs downloaded on a terminal device can be automatically clustered. This saves time of a user and improves user experience. The method is applicable to a terminal device, and the method includes: obtaining a target desktop folder based on type information of an APP downloaded by the terminal device and attribute information of a desktop folder on the terminal device, where the downloaded APP is to be clustered in the target desktop folder; and clustering the downloaded APP into the target desktop folder.
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23.发明授权公开(公告)号：US12038986B2
公开(公告)日：2024-07-16
申请号：US17242588
申请日：2021-04-28
Applicant: HUAWEI TECHNOLOGIES CO., LTD.
Inventor： Chih Yao Chang , Hong Zhu , Zhenhua Dong , Xiuqiang He , Bowen Yuan
IPC: G06Q10/10 , G06F16/9535 , G06F18/10 , G06F18/20 , G06F18/214 , G06N20/00 , G06Q10/06 , G06Q30/02 , G06Q30/0282 , G06Q30/06
CPC classification number: G06F16/9535 , G06F18/10 , G06F18/214 , G06F18/285 , G06N20/00 , G06Q30/0282
Abstract: This application provides a recommendation model training method in the artificial intelligence (AI) field. The training method includes: obtaining a first training sample; processing attribute information of a first user and information about a first recommended object based on an interpolation model, to obtain an interpolation prediction label of the first training sample; and performing training by using the attribute information of the first user and the information about the first recommended object as an input to a recommendation model and using the interpolation prediction label of the first training sample as a target output value of the recommendation model, to obtain a trained recommendation model. According to the technical solutions of this application, impact of training data bias on recommendation model training can be alleviated, and recommendation model accuracy can be improved.
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24.发明授权公开(公告)号：US11334758B2
公开(公告)日：2022-05-17
申请号：US16729043
申请日：2019-12-27
Applicant: HUAWEI TECHNOLOGIES CO., LTD.
Inventor： Ruiming Tang , Huifeng Guo , Zhenguo Li , Xiuqiang He
IPC: G06K9/62
Abstract: The method includes: obtaining a plurality of pieces of feature data; automatically performing two different types of nonlinear combination processing operations on the plurality of pieces of feature data to obtain two groups of processed data, where the two groups of processed data include a group of higher-order data and a group of lower-order data, the higher-order data is related to a nonlinear combination of m pieces of feature data in the plurality of pieces of feature data, and the lower-order data is related to a nonlinear combination of n pieces of feature data in the plurality of pieces of feature data, where m≥3, and m>n≥2; and determining prediction data based on a plurality of pieces of target data, where the plurality of pieces of target data include the two groups of processed data.
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公开(公告)号：US11281426B2
公开(公告)日：2022-03-22
申请号：US16455152
申请日：2019-06-27
Applicant: HUAWEI TECHNOLOGIES CO., LTD.
Inventor： Bogdan Cautis , Ruiming Tang , Zhenhua Dong , Xiuqiang He , Zhirong Liu
IPC: G06F7/24 , G06F3/0482 , G06F17/18
Abstract: An application sorting method and apparatus are provided. The method includes: obtaining, a positive operation probability and positive operation feedback information of each of at least two data samples; calculating an uncertainty parameter of a positive operation probability of a first data sample based on the positive operation probabilities and the positive operation feedback information of the at least two data samples and feature indication information of at least one same feature in a plurality of features in the at least two data samples; and correcting the positive operation probability of the first data sample by using the uncertainty parameter of the positive operation probability; and sorting, based on corrected positive operation probabilities, application programs corresponding to the at least two data samples.
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Patent Agency Ranking
公开(公告)号：US20190366156A1
公开(公告)日：2019-12-05
申请号：US16540401
申请日：2019-08-14
Applicant: Huawei Technologies Co., Ltd.
Inventor： Ruiming Tang , Xiuqiang He , Zhenhua Dong , Zhirong Liu , Yanjie Li
Abstract: A route planning method includes obtaining exercise capability information of a wearer and one or more candidate routes, where the candidate routes include attribute features that comprise historical exercise capability information, where the historical exercise capability information is information calculated according to a first preset rule and based on obtained exercise capability information of a plurality of users having exercised along the candidate routes; determining a target route based on the attribute features of the candidate routes and the exercise capability information of the wearer; and outputting the target route information.
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公开(公告)号：US10332013B2
公开(公告)日：2019-06-25
申请号：US14977991
申请日：2015-12-22
Applicant: Huawei Technologies Co., Ltd.
Inventor： Zhenhua Dong , Xiuqiang He , Gong Zhang , Guoxiang Cao
IPC: G06N5/04 , H04W4/50 , G06N20/00 , G06F16/2457 , G06F16/9535
Abstract: An application program recommending method may include acquiring current context information of the terminal, acquiring an amount of context information generated when the terminal runs a first application program, where the first application program refers to an application program stored in the terminal, determining a to-be-used recommending mechanism according to the amount of the context information generated when the terminal runs the first application program, and determining, according to the to-be-used recommending mechanism, a second application program corresponding to the current context information, where the second application program refers to a to-be-recommended application program; and displaying the second application program. In this way, accuracy of predicting an application program to be used by a user is improved. Moreover, when historical information of using an application program by the user is insufficient, a to-be-recommended application program can also be accurately determined.
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28.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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29.发明申请公开(公告)号：US20160034968A1
公开(公告)日：2016-02-04
申请号：US14856230
申请日：2015-09-16
Applicant: Huawei Technologies Co., Ltd.
Inventor： Wenyuan Dai , Xiuqiang He , Guoxiang Cao
CPC classification number: G06Q30/0269 , G06F16/9535
Abstract: A method for determining a target user, includes: for any target service, acquiring historical data of multiple behavior objects that belong to a same service type as the target service; establishing a correspondence between user identifiers of different users and behavior object identifiers of different behavior objects of the same type; based on multiple established correspondences, constructing a data model that includes a user identifier and a behavior object identifier; using a value update rule to obtain, by means of calculation, a value of a probability that a user corresponding to each user identifier becomes a target user of the target service; and further using the value of the probability to select a target user of the target service, which can not only determine a target user group in a relatively open manner, but also effectively improve accuracy of and efficiency in determining a target user.
Abstract translation: 一种用于确定目标用户的方法，包括：对于任何目标服务，获取属于与目标服务相同的服务类型的多个行为对象的历史数据; 建立不同用户的用户标识符和相同类型的不同行为对象的行为对象标识符之间的对应关系; 基于多个建立的对应关系，构建包括用户标识符和行为对象标识符的数据模型; 使用值更新规则，通过计算获得与每个用户标识符对应的用户成为目标服务的目标用户的概率的值; 并且进一步使用概率的值来选择目标服务的目标用户，其不仅可以以相对开放的方式确定目标用户组，而且还有效地提高确定目标用户的准确性和效率。
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公开(公告)号：US08775343B2
公开(公告)日：2014-07-08
申请号：US14063715
申请日：2013-10-25
Applicant: Huawei Technologies Co., Ltd
Inventor： Andrey Osin , Xiuqiang He , Lujia Pan , Cheng He
CPC classification number: G06N3/02 , G06N3/08 , H04L41/142 , H04L41/145 , H04L41/147 , H04L41/16 , H04L43/026 , H04L43/028
Abstract: Embodiments of the present invention provide a method and device for synthesis of network traffic. The method includes extracting a first real traffic composition parameter sequence and a second real traffic composition parameter sequence from real traffic. A first synthetic traffic composition parameter sequence is generated. Relational coefficients between first traffic composition parameters and second traffic composition parameters are obtained. A second synthetic traffic composition parameter sequence is generated and synthetic traffic is generated according to the first synthetic traffic composition parameter sequence and the second synthetic traffic composition parameter sequence.
Abstract translation: 本发明的实施例提供了一种用于合成网络业务的方法和装置。 该方法包括从真实业务中提取第一真实业务组合参数序列和第二实际业务组合参数序列。 生成第一个合成交通组合参数序列。 获得第一交通组合参数与第二交通组合参数之间的关系系数。 生成第二合成业务组合参数序列，并根据第一合成业务组合参数序列和第二合成业务组合参数序列生成合成业务。
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