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基于非确定图灵机的中文搜索引擎研究

Chinese search engine based on NTM
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摘要 随着Internet用户对Web信息资源需求的增加,搜索引擎技术得到迅猛的发展.针对目前中文搜索引擎大多采用基于关键词精确匹配(Accurately matched)的低智能性问题,提出一种基于非确定图灵机NTM(Nondetermin-istic Turing Machine)智能中文搜索引擎系统,简要介绍了非确定图灵机的基本知识,详细叙述了该搜索引擎的系统架构,系统实现的基本原理和算法.实验数据结果表明,基于非确定图灵机智能中文搜索系统在查询结果的准确性和智能性明显高于现有的搜索系统. Along with increasing demand for Web information resources to Internet users,search engine technology is developed rapidly.In view of low intelligence status of current Chinese search engines based on accurate matching,a new Chinese search engine system based on NTM(Nondeterministic Turing Machine) is proposed.Then,Nondeterministic Turing Machine,detailed description of the system framework,and basic principles and algorithms for achieving are introduced.Experimental data shows that Chinese search system based on NTM is more accurate than the existing search system.
出处 《辽宁师范大学学报(自然科学版)》 CAS 北大核心 2007年第3期315-318,共4页 Journal of Liaoning Normal University:Natural Science Edition
基金 国家自然科学基金资助项目(60642003) 辽宁省教育厅科学技术研究项目(2004D111)
关键词 非确定图灵机 自然语言处理 智能 搜索引擎 自然检索 nondeterministic turing machine natural language processing intellectual capacity search engine natural language search
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