Automatic scoring system based on Korean lexico- semantic pattern

Jeong Eun Kim, Jeong Min Chae, Soon Young Jung

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Most of the Korean automatic scoring system use just simple noun-oriented index terms in the automatic scoring system, which dropped matching rate. In this paper, we propose effective matching method in a grammar expressed lexico-semantic pattern (LSP). And we show a high correlation with human raters in scoring by applying it in automatic scoring system. Especially when applied to computer subjects, our approach has a correlation of approximately 70% with human rater.

Original languageEnglish
Pages (from-to)14499-14510
Number of pages12
JournalInternational Journal of Applied Engineering Research
Volume9
Issue number22
Publication statusPublished - 2014

Keywords

  • Automatic scoring system
  • Lexico-semantic pattern
  • NLP

ASJC Scopus subject areas

  • Engineering(all)

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