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Dynamic navigation of web query results using B-tree and improved page rank algorithm

机译:使用B树和改进的网页排名算法动态导航Web查询结果

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摘要

Most of the web search queries submitted by users are short, uncertain and ambiguous. The information retrieval process is very complicated today as it depends on many factors like classification of a web query; number of phrases present in the query, number of in-links and out-links to and from the documents, vocabulary, changing nature of the meaning of words. Information retrieval process mainly involves two steps, retrieval of relevant documents for user queries and retrieved documents are sorted using efficient page rank algorithms. Most of the existing systems use static navigation of the web query and ranking. They mainly depend on the number of in links and out links of a web page. In this paper, we proposed dynamic navigation of web query using B-tree to retrieve relevant documents efficiently by reducing nonrelevant documents and resulting documents are sorted by using an improved page rank algorithm.
机译:用户提交的大多数网络搜索查询都是简短,不确定和模棱两可的。今天的信息检索过程非常复杂,因为它取决于许多因素,例如网络查询的分类;查询中存在的短语数量,与文档之间的内向链接和外向链接数量,词汇量,单词含义的变化性质。信息检索过程主要包括两个步骤,检索相关文档以供用户查询,并使用有效的页面排名算法对检索到的文档进行分类。现有的大多数系统都使用Web浏览和排名的静态导航。它们主要取决于网页的入站链接和出站链接的数量。在本文中,我们提出了使用B树进行网页查询的动态导航,以通过减少无关文档来有效地检索相关文档,并使用改进的页面等级算法对生成的文档进行排序。

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