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1. 发明申请

US20170316514A1 JOB APPLICANT QUALITY MODEL 审中-公开
公开(公告)号：US20170316514A1
公开(公告)日：2017-11-02
申请号：US15140312
申请日：2016-04-27
申请人： LinkedIn Corporation
发明人： Fangzi Huang , Monica Marie Lewis , Songtao Guo , Vibhu Prakash Saxena , Aaron Tyler Rucker
IPC分类号： G06Q50/00 , H04L29/08 , G06N5/04
CPC分类号： G06Q50/01 , G06N5/02 , G06N5/046 , G06N7/005 , G06N20/00
摘要： A system, a machine-readable storage medium storing instructions, and a computer-implemented method are described herein for Candidate Predictor Engine (“C.P. Engine”) instantiates data structure(s) modeled according to a plurality of job candidate predictor decision trees. The C.P. Engine encodes data representing a job candidate context feature set based on an attribute(s) of a target candidate account and an attribute(s) of a job posting. The C.P. Engine filters each respective feature from the job candidate context feature set through a job candidate predictor decision tree that corresponds to a same job candidate context feature type as the respective feature. The C.P. Engine generates prediction output based on each result of filtering through the job candidate predictor decision trees. The prediction output indicates a likelihood of the target candidate account being qualified for the job posting.

2. 发明申请

US20170193392A1 AUTOMATED MACHINE LEARNING TOOL 审中-公开
公开(公告)号：US20170193392A1
公开(公告)日：2017-07-06
申请号：US14986596
申请日：2015-12-31
申请人： LinkedIn Corporation
发明人： Yan Liu , Qiang Zhu , Guan Wang , Songtao Guo , Shaobo Liu
IPC分类号： G06N99/00 , G06F17/50 , G06N5/04
CPC分类号： G06N20/00 , G06F17/5009
摘要： Techniques are provided for generating and deploying a computer model with relatively few inputs from a user. Techniques are also provided for creating a data mart that multiple computer models may leverage in order to decrease the time required to generate subsequent computer models.

3. 发明申请

US20170091543A1 ORGANIZATIONAL LOGO ENRICHMENT 有权
公开(公告)号：US20170091543A1
公开(公告)日：2017-03-30
申请号：US14929116
申请日：2015-10-30
申请人： LinkedIn Corporation
发明人： Songtao Guo , Christopher Matthew Degiere , Jingjing Huang , Aarti Kumar , Alex Ching Lai , Xian Li
IPC分类号： G06K9/00 , G06N99/00 , G06F17/30 , G06Q10/10 , G06F17/27 , G06K9/62
CPC分类号： G06K9/00456 , G06F17/30256 , G06F17/30259 , G06F17/30265 , G06F17/30448 , G06F17/30466 , G06F17/30598 , G06F17/30864 , G06F17/30958 , G06K9/00469 , G06K9/46 , G06K9/6215 , G06K9/6256 , G06K9/6263 , G06K9/6276 , G06K2209/25 , G06N7/02 , G06N99/005 , G06Q10/06393 , G06Q10/10 , G06Q50/01 , H04L67/10 , H04L67/306
摘要： In an example embodiment, a web page is obtained using a web page address stored in a first record and is parsed to extract one or more images from the web page along with a second plurality of features for each of the one or more images from the web page. Information about each image of the web page and the extracted second plurality of features for the web page are input into a supervised machine learning classifier to calculate a logo confidence score for each image of the web page, the logo confidence score indicating the probability that the image is an organization logo. In response to a particular image in the web page having a logo confidence score transgressing a first threshold, the particular image is injected into an organization logo field of the first record.

4. 发明申请

US20170060851A1 LEVERAGING DIGITAL IMAGES OF USER INFORMATION IN A SOCIAL NETWORK 审中-公开
标题翻译：在社会网络中利用用户信息的数字图像
公开(公告)号：US20170060851A1
公开(公告)日：2017-03-02
申请号：US14841538
申请日：2015-08-31
申请人： LinkedIn Corporation
发明人： Alex Lai , Songtao Guo , Chris Degiere
IPC分类号： G06F17/28 , G06K9/34 , G06F17/27
CPC分类号： G06K9/344 , G06F17/2818 , G06F17/30669 , G06F21/31 , G06F21/34 , G06K9/00442 , G06K2209/01 , G06Q10/10
摘要： Techniques are provided for automatically creating online accounts based on digital images, such as digital images of business cards. In one technique, multiple data items that have been extracted from a digital image of a business card are identified. A particular data item is contact information of a user associated with (or identified by) the business card. A verification code is sent, based on the particular data item, to a computing device of the user. The verification code is received from the computing device of the user. In response to receiving the verification code an account is created for the user and the account is modified to include a least some of the multiple data items.
摘要翻译：提供了基于数字图像（如名片数字图像）自动创建在线帐户的技术。在一种技术中，识别从名片的数字图像中提取的多个数据项。特定数据项是与名片相关联（或由其标识）的用户的联系信息。基于特定数据项将验证码发送到用户的计算设备。从用户的计算设备接收验证码。响应于接收到验证码，为用户创建帐户，并且修改该帐户以包括多个数据项中的至少一个。

5. 发明申请

US20160065429A1 SURFACING AN ENTITY'S PHYSICAL LOCATIONS VIA SOCIAL GRAPH 审中-公开
标题翻译：通过社会图表来表达实体的物理位置
公开(公告)号：US20160065429A1
公开(公告)日：2016-03-03
申请号：US14473988
申请日：2014-08-29
申请人： LinkedIn Corporation
发明人： Ke Wang , Songtao Guo , Baoshi Yan , Alex Ching Lai
IPC分类号： H04L12/26 , G06Q50/00 , H04L29/08
CPC分类号： G06Q50/01 , G01S5/02 , H04L67/18 , H04L67/306
摘要： Techniques for determining a location of an entity are described. A determination module using member profile data may determine the location of the entity. Member profile data can include information about a member's employer and the employer's location. The determination module accesses member profiles from a social network. Additionally, the determination module may create a subgroup of entity-related member profiles from the accessed member profiles. The entity-related member profiles can be associated with a specific entity. Furthermore, the determination module may determine a suggested location for the specific entity based on location information derived from the related member profiles. Moreover, the determination module may calculate a connection density for the specific entity based on connections associated with the entity-related member profiles. Subsequently, the determination module may determine that the suggested location is a physical location when the calculated connection density is above a pre-determined threshold value.
摘要翻译：描述用于确定实体位置的技术。使用成员简档数据的确定模块可以确定实体的位置。会员资料数据可以包括关于会员雇主和雇主位置的信息。确定模块从社交网络访问成员简档。此外，确定模块可以从所访问的成员简档中创建与实体相关的成员简档的子组。实体相关成员简档可以与特定实体相关联。此外，确定模块可以基于从相关成员简档导出的位置信息来确定特定实体的建议位置。此外，确定模块可以基于与实体相关的成员简档相关联的连接来计算特定实体的连接密度。随后，当所计算的连接密度高于预定阈值时，确定模块可以确定所建议的位置是物理位置。

6. 发明申请

US20180336280A1 CUSTOMIZED SEARCH BASED ON USER AND TEAM ACTIVITIES 审中-公开
公开(公告)号：US20180336280A1
公开(公告)日：2018-11-22
申请号：US15597396
申请日：2017-05-17
申请人： LinkedIn Corporation
发明人： Tony Yin , Songtao Guo
IPC分类号： G06F17/30 , G06Q50/00 , G06Q10/06 , G06N99/00
摘要： Methods, systems, and computer programs are presented for searching a database of learning modules to provide recommendations based on user and team data. One method includes an operation for detecting a search query for a training module for a user. The search query is detected in an area associated with a team in a social network, and the user is part of the team. Further, the method includes an operation for expanding the search query with information about the user and with information about the team. Additionally, the method includes an operation for executing the expanded search query to search for training modules in a database of training modules. In addition, the method includes an operation for presenting the results from executing the expanded search query, wherein the results are presented in the social network to the user.

7. 发明申请

US20170032322A1 MEMBER TO JOB POSTING SCORE CALCULATION 审中-公开
标题翻译：会员到工作岗位考核计算
公开(公告)号：US20170032322A1
公开(公告)日：2017-02-02
申请号：US14814397
申请日：2015-07-30
申请人： Linkedin Corporation
发明人： Aman Grover , Siyu You , Krishnaram Kenthapadi , Parul Jain , Fedor Vladimirovich Borisyuk , Christopher Matthew Degiere , Songtao Guo
IPC分类号： G06Q10/10 , G06F17/30 , G06Q50/00
CPC分类号： G06Q10/1053 , G06Q50/01
摘要： In an example embodiment, a method is provided to calculate a distance for a first member of a social networking service and a job opening, which indicates the likelihood that the first member will obtain the job. The distance is calculated by applying one or more policies to member profiles of members who applied for similar jobs to obtain a hypothetical perfect candidate for the job. The member's profile is then automatically compared to the hypothetical perfect candidate profile to calculate the distance.
摘要翻译：在示例性实施例中，提供了一种用于计算社交网络服务的第一成员和作业打开的距离的方法，其指示第一成员获得作业的可能性。距离是通过对申请类似工作的成员的成员简介应用一个或多个政策来获得该工作的假设完美候选人来计算的。然后，会员的个人资料将自动与假设的完美候选人资料进行比较，以计算距离。

8. 发明申请

US20150379113A1 DETERMINING AN ENTITY'S HIERARCHICAL RELATIONSHIP VIA A SOCIAL GRAPH 审中-公开
标题翻译：通过社会图表确定实体的分层关系
公开(公告)号：US20150379113A1
公开(公告)日：2015-12-31
申请号：US14672948
申请日：2015-03-30
申请人： LinkedIn Corporation
发明人： Ke Wang , Songtao Guo , Baoshi Yan , Alex Ching Lai
IPC分类号： G06F17/30 , H04L29/06 , H04L29/08
摘要： Methods, systems and computer program products for identifying a relationship between sub-units of an entity are described. The sub-units are segmented into one or more candidate related groups based on one or more general attributes and a pair of the sub-units of the one or more candidate related sub-units is selected. The pair of sub-units is analyzed to determine a relationship between the sub-units and the relationship between the sub-units is identified based on the determined relationship.
摘要翻译：描述用于识别实体的子单元之间的关系的方法，系统和计算机程序产品。基于一个或多个通用属性将子单元分割为一个或多个候选相关组，并且选择一个或多个候选相关子单元的一对子单元。分析该对子单元以确定子单元之间的关系，并且基于所确定的关系来识别子单元之间的关系。

9. 发明申请

US20170308532A1 NETWORK SOURCE FEATURE BASED CONTENT GENERATION 审中-公开
公开(公告)号：US20170308532A1
公开(公告)日：2017-10-26
申请号：US15133997
申请日：2016-04-20
申请人： LinkedIn Corporation
发明人： Keith Wai Kit Tsang , Qiang Zhu , Songtao Guo , Aviv Eyal , Sui Yan
IPC分类号： G06F17/30 , G06F17/22 , H04L29/08
CPC分类号： G06F16/24578 , G06F16/954 , G06F17/2235 , H04L67/02
摘要： A system and method for generating content based on network source features are provided. In example embodiments, a request for a landing page that shows a display of one or more electronic documents is received. The source of the landing page and the one or more electronic documents is analyzed to determine page view correlation data and selection correlation data. The page view correlation data and selection correlation data is used to generate rank data for the electronic documents. The electronic documents are sorted according to the rank data and a display of the electronic documents in sorted order is provided.

10. 发明申请

US20170064035A1 AUTOMATIC ONLINE REGISTRATION 有权
标题翻译：自动在线注册
公开(公告)号：US20170064035A1
公开(公告)日：2017-03-02
申请号：US14841527
申请日：2015-08-31
申请人： LinkedIn Corporation
发明人： Alex Lai , Songtao Guo , Chris Degiere
IPC分类号： H04L29/08 , G06K9/18
CPC分类号： H04L67/306 , G06K9/00442 , G06K9/00449 , G06K9/00456 , G06K9/00463 , G06K9/00469 , H04L67/141 , H04L67/30
摘要： Techniques are provided for automatically creating online accounts based on digital images, such as digital images of business cards. In one technique, multiple data items that have been extracted from a digital image of a business card are identified. A particular data item is contact information of a user associated with (or identified by) the business card. A verification code is sent, based on the particular data item, to a computing device of the user. The verification code is received from the computing device of the user. In response to receiving the verification code an account is created for the user and the account is modified to include a least some of the multiple data items.
摘要翻译：提供了基于数字图像（如名片数字图像）自动创建在线帐户的技术。在一种技术中，识别从名片的数字图像中提取的多个数据项。特定数据项是与名片相关联（或由其标识）的用户的联系信息。基于特定数据项将验证码发送到用户的计算设备。从用户的计算设备接收验证码。响应于接收到验证码，为用户创建帐户，并且修改该帐户以包括多个数据项中的至少一个。

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