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    基于概念的文本结构分析方法

    TEXT STRUCTURE ANALYSIS BASED ON CONCEPT

    • 摘要: 文本结构分析是文本处理领域中的重要内容,它可以有效地改进文本摘要、文本检索以及文本过滤的精度.文中简要描述了文本的物理结构和逻辑结构以及文本分析的背景,提出了文本结构分析中的层次分析方法.该方法保证了层次划分的有序性,可操作性强,便于解释,不依赖于具体领域.其基本思想是对于输入文本,首先识别出文本的物理结构;然后在概念映射、概念密度和概念消歧的基础上,将文本依据主题划分为若干层次;最终获得文本的逻辑结构.

       

      Abstract: In this paper, a hierarchical analysis approach in text structure analysis is put forward. The main idea is shown as follows: Firstly, the physical structure of text is obtained from the input text; Secondly, based on concept mapping, concept density, and concept disambiguation, text hierarchical analysis is automatically performed; Finally, as a result, the logical structure of text is gained, and text structure tree is created which consists of text theme, hierarchies, and paragraphs. The approach enables the hierarchies to keep paragraphs in a natural order,and it can be applied to the broad fields.

       

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