Research of intelligent word segmentation and information retrieval

Xiaofei Li, X. Xie
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引用次数: 4

Abstract

Chinese information retrieval process is somewhat different from the English information retrieval process. In consideration of the existing problems and difficulties of Chinese language information processing, Hibernate search was introduced to exploit information retrieval engine in this paper. A Chinese language analyzer based on the word stock was adopted to process Chinese language information, therefore this analyzer could advance with the times by updating the word stock at any time. However, ambiguity errors caused by the Chinese language analyzer always interfered with the degree of accuracy of the result. During the time of information retrieval, a secondary word segmentation algorithm was used in order to improve Chinese language information retrieval precision. The result list given in this paper had shown that the intelligent Chinese segmentation algorithm had improved the system performance well.
智能分词与信息检索研究
汉语信息检索过程与英语信息检索过程有所不同。针对目前中文信息处理中存在的问题和困难,本文引入Hibernate搜索来开发信息检索引擎。采用基于词库的汉语语言分析器对汉语信息进行处理,可以随时更新词库,实现与时俱进。然而,由于汉语言分析器产生的歧义错误往往会影响结果的准确性。在信息检索过程中,为了提高中文信息检索精度,采用了二次分词算法。本文给出的结果列表表明,智能中文分词算法较好地提高了系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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