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  • 标题:Assessing Vietnamese Text Readability using Multi-Level Linguistic Features
  • 本地全文:下载
  • 作者:An-Vinh Luong ; Diep Nguyen ; Dien Dinh
  • 期刊名称:International Journal of Advanced Computer Science and Applications(IJACSA)
  • 印刷版ISSN:2158-107X
  • 电子版ISSN:2156-5570
  • 出版年度:2020
  • 卷号:11
  • 期号:8
  • DOI:10.14569/IJACSA.2020.0110814
  • 出版社:Science and Information Society (SAI)
  • 摘要:Text readability is the problem of determining whether a text is suitable for a certain group of readers, and thus building a model to assess the readability of text yields great significance across the disciplines of science, publishing, and education. While text readability has attracted attention since the late nineteenth century for English and other popular languages, it remains relatively underexplored in Vietnamese. Previous studies on this topic in Vietnamese have only focused on the examination of shallow word-level features using surface statistics such as frequency and ratio. Hence, features at higher levels like sentence structure and meaning are still untapped. In this study, we propose the most comprehensive analysis of Vietnamese text readability to date, targeting features at all linguistic levels, ranging from the lexical and phrasal elements to syntactic and semantic factors. This work pioneers the investigation on the effects of multi-level linguistic features on text readability in the Vietnamese language.
  • 关键词:Text readability; text difficulty; readability formula; linguistics features; Vietnamese
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