几个英语作文自动评分系统的原理与评述

被引:25
作者
韩宁
机构
[1] 教育部考试中心
关键词
自动评分; 回归; 潜在语义分析; 人工智能; 自然语言处理; 贝叶斯方法;
D O I
10.19360/j.cnki.11-3303/g4.2009.03.007
中图分类号
TP319 [专用应用软件];
学科分类号
摘要
本文介绍目前美国在大规模考试和英语教学中最为流行的几个作文自动评分系统的基本原理并对这些系统进行简单的评述。所涉及的系统包括Project Essay Grader(PEG),Intelligent Essay Assessor (IEA),E-rater和Criterion,IntelliMetric和MY Access!,Bayesian Essay Test Scoring System(BETSY)。
引用
收藏
页码:38 / 44
页数:7
相关论文
共 6 条
[1]  
An Overview of Automated Scoring of Essays. Dikli,S. Journal of Technology,Learning,and Assessment . 2006
[2]  
An Evaluation of the IntelliMetric Essay Scoring System. Rudner,L.M,Garcia,V,Welch,C. Journal of Technology,Learning, and Assessment . 2006
[3]  
New computer grading of studente prose: Using modern concepts and software. Page,E.B. Journal of Experiment . 1994
[4]  
Automated essay scoring with E-rater. Attali Y,& Burstein J. http://www. ets. org/research/erater. html . 2004
[5]  
Automated essay scoring using Bayes‘ Theorem. Rudner, L.M,Liang, T. The Journal of Technology, Learning and Assessment . 2002
[6]  
Automated Essay Scoring and Annotation of Essays with the Intelligent Essay Assessor. Landauer, T. K,Laham, D.,Foltz, P. W. Automated Essay Scoring: A Cross Disciplinary Perspective . 2003