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1. 发明申请

WO2017180212A1 RELATED ENTITY DISCOVERY 审中-公开
标题翻译：相关实体发现
公开(公告)号：WO2017180212A1
公开(公告)日：2017-10-19
申请号：PCT/US2016/069404
申请日：2016-12-30
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , GARG, Vijay , RAVI, Sujith , LI, Cheng
IPC分类号： G06F17/30
CPC分类号： G06F16/9024 , G06F16/24578 , G06F16/951 , G06N5/022 , G06N20/00 , G06Q10/1095
摘要： A computing device may generate, a graph that includes a plurality of nodes, wherein the plurality of nodes includes a plurality of entity nodes representing a plurality of entities and a plurality of feature nodes representing a plurality of features, and wherein each of the plurality of entity nodes is connected in the graph to one or more of the plurality of feature nodes. The computing device may perform label propagation to associate a distribution of labels with each of the plurality of nodes. The computing device may be configured to receive an indication of at least one of a feature of interest or an entity of interest. The computing device may further be configured to output an indication of one or more related entities that are related to the feature of interest or the entity of interest.
摘要翻译：计算设备可以生成包括多个节点的图，其中多个节点包括表示多个实体的多个实体节点以及表示多个特征的多个特征节点并且其中所述多个实体节点中的每一个在所述图中被连接到所述多个特征节点中的一个或多个。计算设备可以执行标签传播以将标签的分布与多个节点中的每一个相关联。计算设备可以被配置为接收感兴趣特征或感兴趣实体中的至少一个的指示。计算设备还可以被配置为输出与感兴趣特征或感兴趣实体有关的一个或多个相关实体的指示。

2. 发明申请

WO2018080673A1 RANKING SEARCH RESULT DOCUMENTS 审中-公开
标题翻译：排名搜索结果文件
公开(公告)号：WO2018080673A1
公开(公告)日：2018-05-03
申请号：PCT/US2017/052725
申请日：2017-09-21
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , NAJORK, Marc Alexander , METZLER, Donald , WANG, Xuanhui
IPC分类号： G06F17/30
摘要： Methods and apparatus related to using document feature(s) of a document that is responsive to a query, and optionally query feature(s) of the query, to determine a presentation characteristic for presenting a search result that corresponds to the document. In some implementations, measures associated with the document feature(s) and/or query feature(s) may be used to determine the presentation characteristic. The measures may be based on past interactions, by corresponding users, with other documents that share one or more of the document features with the document, where a plurality of the other documents are different from the document (and optionally each different from one another). In some implementations, the document and/or the other documents include, or are restricted to, documents that are access restricted. As well as maintaining security during the search process, embodiments provide significant reductions in network traffic for a network as a whole, when scaled up across many users of a search engine.
摘要翻译：涉及使用响应于查询的文档的文档特征以及可选地查询查询的特征来确定用于呈现搜索结果的呈现特性的方法和设备对应于文档。在一些实现中，可以使用与文档特征和/或查询特征相关联的措施来确定呈现特征。措施可以基于过去的相互作用，通过相应的用户，与其中与文档共享一个或多个文档特征的其他文档，其中多个其他文档与文档不同（并且可选地，每个文档彼此不同）。在一些实施方式中，文档和/或其他文档包括或限于访问受限的文档。除了在搜索过程中保持安全性，实施例在整个搜索引擎的许多用户上扩大时提供整个网络的网络流量的显着减少。

3. 发明申请

WO2017091519A1 IDENTIFYING QUERY PATTERNS AND ASSOCIATED AGGREGATE STATISTICS AMONG SEARCH QUERIES 审中-公开
标题翻译：在搜索查询中确定查询模式和相关聚合统计
公开(公告)号：WO2017091519A1
公开(公告)日：2017-06-01
申请号：PCT/US2016/063175
申请日：2016-11-21
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , METZLER, Donald , NAJORK, Marc Alexander , NAVEH, Dor , PANAIT, Vlad , WANG, Xuanhui
IPC分类号： G06F21/62 , G06F17/30
CPC分类号： G06F21/6227 , G06F17/30477 , G06F17/30522 , G06F17/3053 , G06F17/3064 , G06F17/30867 , G06F17/3097 , G06F21/6245
摘要： In various implementations, features described herein contribute to preserving confidentiality of information when processing search queries, and can provide categorization of n-grams as private or non-private in a relatively computationally inexpensive manner. A plurality of query patterns may be generated based on a plurality of non-private n-grams found within a search log of private search queries. Aggregate search activity statistics ("ASAS") associated with each query pattern may be determined from the search log. ASAS associated with each query pattern may be indicative of post-search activity associated with a plurality of private search queries in the search log that match the query pattern. In response to a determination that ASAS for a given query pattern satisfy a performance criterion, a methodology for generating data that is presented in response to search queries matching the given query pattern may be altered based on ASAS associated with the given query pattern.
摘要翻译：在各种实现中，本文描述的特征有助于在处理搜索查询时保留信息的机密性，并且可以以相对计算上不昂贵的方式提供n-gram作为私有或非私有的分类。可以基于在私人搜索查询的搜索日志内找到的多个非专用n-gram来生成多个查询模式。可以从搜索日志确定与每个查询模式相关联的聚合搜索活动统计（“ASAS”）。与每个查询模式相关联的ASAS可以指示与匹配查询模式的搜索日志中的多个私人搜索查询相关联的搜索后活动。响应于针对给定查询模式的ASAS满足性能标准的确定，可以基于与给定查询模式相关联的ASAS来改变响应于匹配给定查询模式的搜索查询而呈现的数据的方法。 p>

4. 发明申请

WO2016183358A1 IDENTIFYING PHISHING COMMUNICATIONS USING TEMPLATES 审中-公开
标题翻译：使用模板识别通信通信
公开(公告)号：WO2016183358A1
公开(公告)日：2016-11-17
申请号：PCT/US2016/032175
申请日：2016-05-12
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , PUEYO, Luis Garcia , PURANIK, Kashyap Ramesh , SAIKIA, Amitabh , YANG, Jie , CARTRIGHT, Marc-Allen
IPC分类号： H04L29/06
CPC分类号： H04L63/1483 , H04L63/0254 , H04L63/1425 , H04L63/20
摘要： Methods, apparatus, systems, and computer-readable media are provided for determining whether electronic communications are attempts at phishing. In various implementations, a potentially-deceptive electronic communication may be matched to one or more templates of a plurality of templates in a database. Each template may represent content shared among a cluster of electronic communications sent by a trustworthy entity. In various implementations, it may be determined that an address associated with the electronic communication is not affiliated with one or more trustworthy entities associated with the one or more matched templates. In various implementations, the electronic communication may be classified as a phishing attempt based on the determining.
摘要翻译：提供了方法，装置，系统和计算机可读介质，用于确定电子通信是否是网络钓鱼的尝试。在各种实现中，可能欺骗性的电子通信可以与数据库中的多个模板的一个或多个模板相匹配。每个模板可以表示由可信赖实体发送的电子通信集群之间共享的内容。在各种实现中，可以确定与电子通信相关联的地址不隶属于与一个或多个匹配模板相关联的一个或多个可信赖实体。在各种实现中，电子通信可以被分类为基于确定的网络钓鱼尝试。

5. 发明申请

WO2016176197A1 CLASSIFYING DOCUMENTS BY CLUSTER 审中-公开
标题翻译：按CLUSTER分类文件
公开(公告)号：WO2016176197A1
公开(公告)日：2016-11-03
申请号：PCT/US2016/029339
申请日：2016-04-26
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , YANG, Jie , SAIKIA, Amitabh , CARTRIGHT, Marc-Allen , RAVI, Sujith , MIKLOS, Balint , KRKA, Ivo , JOSIFOVSKI, Vanja , WENDT, James , PUEYO, Luis Garcia
IPC分类号： G06Q10/10
CPC分类号： G06F17/30705 , G06Q10/107
摘要： Methods, apparatus, systems, and computer-readable media are provided for classifying, or "labeling," electronic documents such as emails en masse based on association with a cluster/template. In various implementations, a corpus of documents may be grouped into a plurality of disjoint clusters of documents based on one or more shared content attributes. A classification distribution associated with a first cluster of the plurality of clusters may be determined based on classifications assigned to individual documents of the first cluster. A classification distribution associated with a second cluster of the plurality of clusters may then be determined based at least in part on the classification distribution associated with the first cluster and a relationship between the first and second clusters.
摘要翻译：提供了方法，装置，系统和计算机可读介质，用于基于与集群/模板的关联来整合或“标记”诸如电子邮件的电子文档。在各种实现中，基于一个或多个共享内容属性，文档的语料库可以被分组成多个不相交的文档簇。可以基于分配给第一集群的单个文档的分类来确定与多个集群中的第一集群相关联的分类分发。然后可以至少部分地基于与第一集群相关联的分类分布和第一和第二集群之间的关系来确定与多个集群中的第二集群相关联的分类分发。

6. 发明申请

WO2016064681A1 INFORMATION REDACTION FROM DOCUMENT DATA 审中-公开
标题翻译：从文件数据中删除的信息
公开(公告)号：WO2016064681A1
公开(公告)日：2016-04-28
申请号：PCT/US2015/056030
申请日：2015-10-16
申请人： GOOGLE INC.
发明人： BENDERSKY, Mike , JOSIFOVSKI, Vanja , SAIKIA, Amitabh , CARTRIGHT, Marc-Allen , YANG, Jie , PUEYO, Luis Garcia , YANG, MyLinh
IPC分类号： G06Q10/10 , G06F17/21 , G06Q30/02
CPC分类号： G06F17/30011 , G06F21/6218 , G06F21/6227 , G06F21/6254 , G06F21/64 , G06Q10/101 , G06Q30/0254
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for redacting data from a document collection generated for a set of documents that include personal information. The redaction of the data is based in part on a comparison of the document collection to a set of a personal documents of users for which the users have provided explicit approval to use in the processing of the document collection.
摘要翻译：方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于从为包括个人信息的一组文档生成的文档集合中进行数据的修改。数据的修改部分基于文档收集与一组用户的个人文档的比较，用户已经提供明确的批准用于处理文档集合。

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