FuzzyFresh: A Fuzzy Logic Approach to the Ranking of Structured Documents

Joaquín Pérez-Iglesias, Víctor Fresno-Fernández, José R. Pérez-Agüera
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引用次数: 1

Abstract

With the increase in the use of mark-up languages, the classic IR models have been extended in order to be applied to structured documents. Generally these adaptations have been carried out by weighting the fields that form the document structure, and making the assumption of statistics independence between fields, forcing to an estimation of the different weights applied to each field. In this paper a new ranking function for structured IR and based on Fuzzy Logic is proposed, where its main aim is to model through heuristics and expert knowledge the relations between fields.
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一种结构化文档排序的模糊逻辑方法
随着标记语言使用的增加,经典的IR模型得到了扩展,以便应用于结构化文档。通常,这些调整是通过对构成文档结构的字段进行加权,并假设字段之间的统计独立性来实现的,从而强制估计应用于每个字段的不同权重。本文提出了一种新的基于模糊逻辑的结构化IR排序函数,其主要目的是通过启发式和专家知识对领域之间的关系进行建模。
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