A Semantic Grading Model Integrated Local and Global Semantic Relatedness for English Text

摘要：

This paper proposed a semantic grading model (SGM) for English text based on its content in different views. The SGM not only assesses the global semantic relatedness between ideal text and tested essay, local semantic relatedness between adjoining text segments, as well as the semantic relationship between vary text segments and the whole texts are also taken into account. Local and global semantic relatedness are combined to measure the overall quality of text contents on the basis of semantic. Our experiment shows that the SGM is competent in assessing the content of English text in terms of semantic grading.

关键词： Semantic Grading Model Latent Semantic Analysis Local and Global semantic relatedness Semantic Basis

作者: Guiming Huang Shiwei Duan Ya Zhou

作者单位: Guilin University of Electronic Technology Guilin, China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Advanced Computer Control(2011年IEEE第三届高端计算机控制国际会议 ICACC2011)

会议地点: 哈尔滨

会议语种:英文

页码: 104-107

在线出版日期: 2011-01-18（万方平台首次上网日期，不代表论文的发表时间）