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1. 发明申请

US20180276542A1 Recommendation Result Generation Method and Apparatus 审中-公开
公开(公告)号：US20180276542A1
公开(公告)日：2018-09-27
申请号：US15993288
申请日：2018-05-30
申请人： Huawei Technologies Co., Ltd.
发明人： Jiefeng Cheng , Zhenguo Li , Xiuqiang He , Dahua Lin
IPC分类号： G06N3/08 , G06N3/04
CPC分类号： G06N3/08 , G06F16/9535 , G06N3/04 , G06N3/0454 , G06N3/0472 , G06Q30/02 , G06Q30/0241 , G06Q30/0271
摘要： A recommendation result generation method, where the method includes obtaining article content information of at least one article and user score information of at least one user, where user score information of a first user of the at least one user includes a historical score of the first user for the at least one article, encoding the article content information and the user score information using an article neural network and a user neural network respectively to obtain a target article latent vector of each of the at least one article and a target user latent vector of each of the at least one user, and calculating a recommendation result for each user according to the article latent vector and the user latent vector.

2. 发明申请

US20160248724A1 Social Message Monitoring Method and Apparatus 审中-公开
标题翻译：社会信息监控方法与设备
公开(公告)号：US20160248724A1
公开(公告)日：2016-08-25
申请号：US15147684
申请日：2016-05-05
申请人： Huawei Technologies Co., Ltd.
发明人： Lei Chen , Xiangmin Zhou , Xiuqiang He
IPC分类号： H04L12/58 , G06N7/00
CPC分类号： H04L51/34 , G06F17/30 , G06F17/30705 , G06N7/005 , G06Q50/01 , H04L51/32
摘要： A social message monitoring method is implemented by receiving, from a social network server, a social message, and obtaining a theme probability vector of the social message, comparing the theme probability vector of the social message with a theme probability vector of each representative message to obtain a theme similarity, and acquiring a similarity between the social message and each representative message according to the theme similarity, and saving the social message in a message class that contains a representative message most similar to the social message, and outputting the message class to a social network client when a quantity of social messages in the message class reaches a first threshold or themes of social messages in the message class are consistent.
摘要翻译：通过从社交网络服务器接收社交消息并获得社交消息的主题概率向量，将社交消息的主题概率向量与每个代表消息的主题概率向量进行比较，实现社交消息监控方法获得主题相似性，并且根据主题相似性获取社交消息和每个代表消息之间的相似度，并将社交消息保存在包含与社交消息最相似的代表消息的消息类中，并将消息类别输出到当消息类中的社交消息的数量达到第一阈值或消息类中的社交消息的主题是一致的时，社交网络客户端。

3. 发明授权

US10709934B2 Route planning method and wearable device 有权
公开(公告)号：US10709934B2
公开(公告)日：2020-07-14
申请号：US16540401
申请日：2019-08-14
申请人： Huawei Technologies Co., Ltd.
发明人： Ruiming Tang , Xiuqiang He , Zhenhua Dong , Zhirong Liu , Yanjie Li
IPC分类号： H04W24/00 , A63B24/00 , A61B5/11 , G01C22/00 , G06F1/16
摘要： 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.

4. 发明授权

US10250550B2 Social message monitoring method and apparatus 有权
公开(公告)号：US10250550B2
公开(公告)日：2019-04-02
申请号：US15147684
申请日：2016-05-05
申请人： Huawei Technologies Co., Ltd.
发明人： Lei Chen , Xiangmin Zhou , Xiuqiang He
IPC分类号： G06F15/16 , H04L12/58 , G06F17/30 , G06Q50/00 , G06N7/00
摘要： A social message monitoring method is implemented by receiving, from a social network server, a social message, and obtaining a theme probability vector of the social message, comparing the theme probability vector of the social message with a theme probability vector of each representative message to obtain a theme similarity, and acquiring a similarity between the social message and each representative message according to the theme similarity, and saving the social message in a message class that contains a representative message most similar to the social message, and outputting the message class to a social network client when a quantity of social messages in the message class reaches a first threshold or themes of social messages in the message class are consistent.

5. 发明授权

US10078509B2 Method and system for processing lifelong learning of terminal and apparatus 有权
公开(公告)号：US10078509B2
公开(公告)日：2018-09-18
申请号：US15181664
申请日：2016-06-14
申请人： Huawei Technologies Co., Ltd.
发明人： Qiang Yang , Yangqiu Song , Xiuqiang He
IPC分类号： G06F9/44 , G06F9/445 , G06F9/45 , G06F8/65 , H04L29/08 , H04B1/38
CPC分类号： G06F8/65 , H04B1/38 , H04L67/00 , H04L67/10 , H04L67/34
摘要： 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.

6. 发明申请

US20140115682A1 User Verification Processing Method, User Equipment, and Server 审中-公开
标题翻译：用户验证处理方法，用户设备和服务器
公开(公告)号：US20140115682A1
公开(公告)日：2014-04-24
申请号：US14145226
申请日：2013-12-31
申请人： Huawei Technologies Co., Ltd.
发明人： Xiuqiang He , Gong Zhang
IPC分类号： H04L29/06
CPC分类号： H04L63/08 , G06F21/316 , G06F2221/2133 , G06K9/00335 , H04L63/0853 , H04L67/12 , H04W4/38
摘要： A user verification processing method, a user equipment, and a server, where the method includes: receiving from a server a notification message that includes an action verification code instruction; obtaining sensor data generated when a user performs an action corresponding to the action verification code instruction; and feeding back verification information to the server according to the sensor data. The user verification processing method, the user equipment, and the server provided in the embodiments of the present invention can increase difficulty of cracking a verification code and improve security of the verification code.
摘要翻译：一种用户验证处理方法，用户设备和服务器，其中所述方法包括：从服务器接收包括动作验证码指令的通知消息; 获取当用户执行与动作验证码指令相对应的动作时生成的传感器数据; 并根据传感器数据将验证信息反馈给服务器。本发明实施例中提供的用户验证处理方法，用户设备和服务器可以增加打破验证码的难度，提高验证码的安全性。

7. 发明申请

US20230026322A1 Data Processing Method and Apparatus 有权
公开(公告)号：US20230026322A1
公开(公告)日：2023-01-26
申请号：US17948392
申请日：2022-09-20
申请人： Huawei Technologies Co., Ltd.
发明人： Guilin Li , Bin Liu , Ruiming Tang , Xiuqiang He , Zhenguo Li
IPC分类号： G06N3/08 , G06N3/04
摘要： A data processing method related to the field of artificial intelligence includes adding an architecture parameter to each feature interaction item in a first model, to obtain a second model, where the first model is a factorization machine (FM)-based model, and the architecture parameter represents importance of a corresponding feature interaction item; performing optimization on architecture parameters in the second model to obtain the optimized architecture parameters; and obtaining, based on the optimized architecture parameters and the first model or the second model, a third model through feature interaction item deletion.

8. 发明申请

US20220198289A1 RECOMMENDATION MODEL TRAINING METHOD, SELECTION PROBABILITY PREDICTION METHOD, AND APPARATUS 有权
公开(公告)号：US20220198289A1
公开(公告)日：2022-06-23
申请号：US17691843
申请日：2022-03-10
申请人： HUAWEI TECHNOLOGIES CO., LTD.
发明人： Huifeng Guo , Jinkai Yu , Qing Liu , Ruiming Tang , Xiuqiang He
IPC分类号： G06N5/02 , G06N5/04
摘要： A recommendation model training method, a selection probability prediction method, and an apparatus are provided. The training method includes obtaining a training sample, where the training sample includes a sample user behavior log, position information of a sample recommended object, and a sample label. The training method further includes performing joint training on a position aware model and a recommendation model by the training sample, to obtain a trained recommendation model, where the position aware model predicts probabilities that a user pays attention to a target recommended object when the target recommended object is at different positions, and the recommendation model predicts, when the user pays attention to the target recommended object, a probability that the user selects the target recommended object.

9. 发明申请

US20190043076A1 METHOD AND APPARATUS FOR ESTIMATING ADVERTISEMENT VALUE, AND DISPLAYING ADVERTISEMENTS ON USER TERMINAL ACCORDING TO THEIR VALUES 审中-公开
公开(公告)号：US20190043076A1
公开(公告)日：2019-02-07
申请号：US15865273
申请日：2018-01-09
申请人： HUAWEI TECHNOLOGIES CO., LTD.
发明人： Zhenhua Dong , Zhirong Liu , Xiuqiang He , Ruiming Tang , Bohai Yang
IPC分类号： G06Q30/02 , G06N99/00
摘要： An advertisement management server in a communication system receives information of advertisements, determines an advertising value calculation policy, estimates a value of an advertising value element according to the information of each advertisement, calculates a value of each advertisement using the value of the advertising value element and the advertising value calculation policy as reference factors. The server instructs the communication system to broadcast the advertisements for displaying on the user terminals according to the calculated value of each advertisement.

10. 发明申请

US20160110649A1 Application Program Recommending Method, And Terminal 审中-公开
标题翻译：应用程序推荐方法和终端
公开(公告)号：US20160110649A1
公开(公告)日：2016-04-21
申请号：US14977991
申请日：2015-12-22
申请人： Huawei Technologies Co., Ltd.
发明人： Zhenhua Dong , Xiuqiang He , Gong Zhang , Guoxiang Cao
IPC分类号： G06N5/04 , G06N99/00 , G06F17/30
CPC分类号： G06N5/046 , G06F16/24575 , G06F16/9535 , G06N20/00 , H04W4/50
摘要： 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.
摘要翻译：应用程序推荐方法可以包括获取终端的当前上下文信息，获取当终端运行第一应用程序时产生的上下文信息的量，其中第一应用程序参考存储在终端中的应用程序，根据当终端运行第一应用程序时生成的上下文信息的量，根据所使用的推荐机制确定与当前上下文信息相对应的第二应用程序，其中，第二个应用程序是指一个要推荐的应用程序; 并显示第二应用程序。以这种方式，提高了用户使用的预测应用程序的精度。此外，当使用用户的应用程序的历史信息不足时，还可以准确地确定要推荐的应用程序。

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