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A Kind of Similarity Calculation Algorithm of Chinese Compound Sentence Clauses Based on the Dependence

Author: LiuJun
Tutor: LiYuan
School: Central China Normal University
Course: Computer Software and Theory
Keywords: similarity calculation of complex sentence semantic dependency expert system
CLC: TP391.1
Type: Master's thesis
Year: 2014
Downloads: 2
Quote: 0
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Abstract


With the rapid development of Internet information technology, Internet has become highly involved with human life, therefore, how to make computer automatically recognizes the semantics has called for much attention among the scholars. Because of the complexity of Chinese compound sentences, there are tremendous difficulties in semantics recognition. In the past time, People often use sentence structure and meaning of word to identified semantics, however, this often ignores the impact of Chinese language on special structure. In recent years with the development of artificial intelligence, it is possible for the computer to automatically recognizes the special sentence which in return lead to the appropriate treatment in calculation.Discussion of this article is mainly applicable in similarity calculation of complex sentence. It can be divided into include base on the similarity calculation of complex sentence by combining the synonyms word forest and Dependency tree sentence, as well as judgment of specific sentences type based on the expert system. Semantic judgment criteria are mainly comprises by sentence structure and word information, by introducing the synonym word forest similarity calculation method into the complex dependencies based complex sentence similarity calculation and regarding it as one of the indicators of similarity calculation in merging and matching pairs calculation standards, we can further do calculations based on the structure and meaning. Therefore, we can do judgement on Chinese sentence by selecting a certain special features, and establishing rule base, after determining the type of Chinese complex sentences, we can identify the corresponding habits of manual analysis, and make up the relevant special sentence approach, which will.Eventually bring us a rather accurate calculation of similarity.Corresponding handling policy in this article and comparing, the results in the experiment with the results of subjective analysis, the effectiveness of calculation results and the feasibility of strategy in this article is convincing to some extent.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Text Processing
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