Improve the detection of improperly used Chinese characters in students' essays with error model

被引：13

作者：

Chen, Yong-Zhi ^{[1
]}

Wu, Shih-Hung ^{[1
]}

Yang, Ping-Che ^{[2
]}

机构：

[1] Chaoyang Univ Technol, Dept Comp Sci, 168,Jifong E Rd, Taichung, Taiwan

[2] Inst Informat Ind, Taipei, Taiwan

来源：

INTERNATIONAL JOURNAL OF CONTINUING ENGINEERING EDUCATION AND LIFE-LONG LEARNING | 2011年 / 21卷 / 01期

关键词：

template matching; language model; Chinese essay error detection;

D O I：

10.1504/IJCEELL.2011.039697

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

In this research, we propose a Chinese essay error detection system that can be used in online writing tutorial environment. The system consists of word segmentation, template module, and language model module. We build the system with a dictionary for word segmentation and generation of detection templates from news corpus. We also gather the character error probabilities from students' essays to build error model. Error types include pronunciation-related errors and composition-related errors. Our system provides two operating modes for users with different goals. For example, we can help students learn to write effectively by providing high precision correction mode; for teachers, we provide high correction detection mode which can help teachers to check students' essays.

引用

页码：103 / 116

页数：14

共 15 条

[1]

Brown P. F., 1993, Computational Linguistics, V19, P263

[2]

Chang CT, 1995, P INT COMP SOFTW APP, P278, DOI 10.1109/CMPSAC.1995.524791

[3]

Chen S. F., 1996, P ACL 1996 SANT CRUZ, V34, P310, DOI DOI 10.3115/981863.981904

[4] Consideration of Multimedia Teaching Technology and Art Based on Digital Age [J].

Chen Yanyan ;

Wang Hui .

2009 INTERNATIONAL FORUM ON COMPUTER SCIENCE-TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, :359-362

[5]

CKIP, 1999, AUTOTAG

[6]

Huang CM, 2007, LECT NOTES ARTIF INT, V4617, P463

[7]

Hung T-H., 2008, CHINESE ESSAY ERROR

[8]

Lin Y-J., 2002, P 7 C ART INT APPL T

[9]

Liu C.L., 2009, P 47 ANN M ASS COMPU, P25

[10]

Liu Chao-Lin, 2009, P 7 WORKSH AS LANG R, P84

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