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基于文本挖掘的形态分析方法是在传统方法基础上融入文本挖掘的手段,是国内外学者对形态分析方法的一次有益的探索与改进。改进后的方法减轻对领域专家的依赖,并且增加分析过程中客观数据的支持,提高方法的效率和科学性。基于文本挖掘的形态分析方法包括形态结构定义、特征词选择、形态表示、形态分析等4个关键问题,这4个问题解决方案的优化对整个方法的分析效率和质量的提高有关键作用。
The method of morphological analysis based on text mining is a means of text mining based on the traditional methods and is a useful exploration and improvement of morphological analysis by domestic and foreign scholars. The improved method reduces the reliance on experts in the field and increases the support of objective data in the process of analysis to improve the efficiency and scientificness of the method. The method of morphological analysis based on text mining includes four key issues: morphological structure definition, feature word selection, morphological representation and morphological analysis. The optimization of these four problem solving solutions is crucial to the efficiency and quality of the whole method.