基于GA-BP算法的普通话盲文分词算法及其应用探析  

Exploration of a Chinese Mandarin Braille Segmentation Algorithm and Its Application Based on GA-BP Algorithm

作　　者：孙宇 李纯莲 SUN Yu;LI Chunlian(Center for Special Education Research;College of Computer Science and Technology,Changchun University,Changchun 130022,China)

机构地区：[1]长春大学特殊教育研究中心,长春130022 [2]长春大学计算机科学技术学院,长春130022

出　　处：《长春大学学报》2018年第7期108-111,共4页Journal of Changchun University

基　　金：国家社科基金项目(14BYY044);吉林省教育厅项目(吉教科文合字[2016]第294号)

摘　　要：汉语普通话盲文分词不同于传统的汉语分词,它有着自己的特定分词规则。汉语盲文分词以BP算法为主干算法,用遗传算法优化BP算法中所需要的某些参数,在一定程度上提高汉语普通话分词的准确性。Different from traditional Chinese segmentation,mandarin Braille segmentation has its own unique rules.The problem of Chinese Braille segmentation is a nonlinear issue that can not be described by a precise mathematical model. This paper,taking BP Algorithm as the stemming algorithm,optimizes some parameters in BP Algorithm through Genetic Algorithm,and provides a new idea for solving the problem of Chinese Braille segmentation,which can improve the accuracy of Chinese Braille segmentation to some extent.

关 键 词：普通话盲文 汉语盲文分词 BP神经网络 遗传算法 

分 类 号：G761[文化科学—特殊教育学]