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Computerized systems and methods for building knowledge bases using context clouds

机译：使用上下文云建立知识库的计算机化系统和方法

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摘要

Computer-implemented systems and methods are disclosed for building knowledge bases, such as knowledge graphs, using context clouds. According to certain embodiments, a target object is identified in a portion of unstructured or semi-structured data in a target document, which does not conform to a predefined structure or pattern. A knowledge server may build a context cloud for the target document. The knowledge server may analyze one or more other documents stored in a networked database, to identify candidate documents that may include a meaning or relationship associated with the target object. The knowledge server may analyze one or more context clouds for the candidate documents to determine a meaning or relationship of the target object based on objects in the candidate document(s). The knowledge server may associate the determined meanings and/or relationships with the target object in the target document, thereby creating a new portion of a knowledge graph.

机译：公开了用于使用上下文云建立知识库（例如知识图）的计算机实现的系统和方法。根据某些实施例，在目标文档中的一部分非结构化或半结构化数据中识别出目标对象，该对象不符合预定义的结构或模式。知识服务器可以为目标文档构建上下文云。知识服务器可以分析存储在网络数据库中的一个或多个其他文档，以识别候选文档，该候选文档可以包括与目标对象相关联的含义或关系。知识服务器可以分析候选文档的一个或多个上下文云，以基于候选文档中的对象来确定目标对象的含义或关系。知识服务器可以将确定的含义和/或关系与目标文档中的目标对象相关联，从而创建知识图的新部分。

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公开/公告号US10102291B1

专利类型
公开/公告日2018-10-16

原文格式PDF
申请/专利权人 GOOGLE INC.;
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申请/专利号US201514792583
发明设计人 ALEXANDER LYASHUK;SEBASTIAN STEIGER;DAVID LECOMTE;NATHANAEL MARTIN SCHÄRLI;CHRISTOPHER SEMTURS;HENRIK GRIMM;LODE VANDEVENNE;DANILA SINOPALNIKOV;
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申请日2015-07-06
分类号G06F17/30;
国家 US
入库时间 2022-08-21 13:06:15

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