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Graph-based keyword expansion

机译:基于图的关键字扩展

摘要

A keyword may be expanded into related words, such as for use in information retrieval. The terms comprising words and/or phrases of a large number of documents (e.g., web pages) are processed into a graph data structure, in which the terms are represented as nodes and edges represent the relationships between the nodes, with weights for each edge representing the relevance of the relationship. The graph may be built by selecting each term of a document and considering the terms within a certain number of words to be associated with the selected term; for each such association the weight indicative of the relevance is increased. When the graph is accessed with a keyword, the edges from that keyword's node and their respective weights indicate which other nodes are most relevant to the keyword, thereby providing the corresponding expanded terms.
机译:关键字可以被扩展成相关的词,例如用于信息检索。将包含大量文档(例如,网页)的单词和/或短语的术语处理为图形数据结构,其中,术语表示为节点,边表示节点之间的关系,每个边的权重表示关系的相关性。可以通过选择文档的每个术语并考虑与所选术语相关联的一定数量的单词中的术语来构建图形。对于每个这样的关联,指示相关性的权重增加。当使用关键字访问图形时,该关键字节点的边缘及其各自的权重指示哪些其他节点与该关键字最相关,从而提供相应的扩展术语。

著录项

  • 公开/公告号US8290975B2

    专利类型

  • 公开/公告日2012-10-16

    原文格式PDF

  • 申请/专利权人 CHI GAO;MINGYU WANG;WEIBIN ZHU;

    申请/专利号US20080046481

  • 发明设计人 CHI GAO;MINGYU WANG;WEIBIN ZHU;

    申请日2008-03-12

  • 分类号G06F7;G06F17/30;

  • 国家 US

  • 入库时间 2022-08-21 17:31:17

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