摘要
将条件随机场模型应用于蒙古文人名识别中,结果表明,该方法封闭测试识别的准确率、召回率、F值分别为99.51%、99.43%、99.47%,开放测试识别的准确率、召回率、F值分别为89.28%、83.38%、86.23%.与基于规则的人名识别相比,该方法具有较高的识别准确率.
In the Mongolian name recognition using the conditional random field model. The experimental results show that with this method accuracy, recall, F values in close test were 99. 51%, 99.43%,99. 47%,open test were 89. 28%,83. 38%,86. 23%. Compared with rude based method, the method of conditional random fields to recognize Mongolian name have higher accuracy.
出处
《内蒙古师范大学学报（自然科学汉文版）》
CAS
北大核心
2016年第2期253-255,共3页
Journal of Inner Mongolia Normal University(Natural Science Edition)
基金
内蒙古自然科学基金资助项目(2012MS0918)
关键词
蒙古文人名
自动识别
条件随机场
Mongolian scholar name
automatic identification
conditional random
