Fuzzy multilingual information filtering

R. Chau, C. Yeh
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引用次数: 7

Abstract

An emerging requirement to sift through the increasing flood of multilingual text available electronically has led to the pressing demand for effective multilingual information filtering. In this paper, a content-based approach to multilingual information filtering is proposed. This approach is capable of screening and evaluating multilingual documents based on their semantic content. As such, relevant multilingual documents are disseminated according to their corresponding themes/topics to facilitate both efficient and effective content-based information access. The objective of alleviating users' burden of information overload is thus achieved. This approach is realized by incorporating fuzzy clustering and fuzzy inference techniques.
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模糊多语种信息过滤
对日益增多的多语言文本进行筛选的新需求导致了对有效的多语言信息过滤的迫切需求。本文提出了一种基于内容的多语言信息过滤方法。这种方法能够根据语义内容筛选和评估多语言文档。因此,相关的多语文文件是根据其相应的主题/专题分发的,以促进高效率和有效地获取基于内容的信息。从而达到减轻用户信息过载负担的目的。该方法是结合模糊聚类和模糊推理技术实现的。
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