The Application of Fuzzy Theory in Automatic Checking over Subjective Examination

Abstract:

Having already carried on on-line examination under the network environment several years of history, regardless which kind examines it is ,the problems is divided into objective and subjective. It have been very mature to Automatically grade examination papers in the objective by database technique For automatic checking over subjective examination, its procedure involves some restriction theory and technique development,such as artificial intelligence, natural language comprehension and mode identification etc., So far, there is no accepted system.This paper put forward to the research direction of the algorithm in automatic checking over subjective examination by analyzing the present condition for grading examination papers.

• Periodical: Applied Mechanics and Materials (Volumes 155-156)
• Pages: 1147-1152
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.155-156.1147
• Online since: February 2012
• Authors: Sheng Yu Gao
• Keywords: Algorithm Research, Automatic Marking, Fuzzy Mathematics, Subjective Problems

References

[1] Xiaoyan Zhang. Automated scoring technologies based on natural language[J]. Journal of Northwestern University ( NATURAL SCIENCE EDITION ), 2005. 9, 2005, 3 ( 63): 1-5.

[2] Shaofang Li, Yan Che. Approximate string matching algorithms in the application of the automatic scoring system [J]. Journal of Dongguan University of Technology, 2008, 15 ( 3): 25-28.

[3] Weiyan Xu, Hongjie Ling. Subjective algorithm based on the fuzzy mathematics- science technology and engineering [J]. 2010(15): 3756-3759.

[4] Xuejun Li. Automated scoring algorithm based on artificial intelligence[ J]. Journal of Jiangnan University ( NATURAL SCIENCE EDITION ), 2009, 8 ( 3): 292-295.

[5] WeiSun. Automatic marking algorithm based on fuzzy theory [J ]. Fujian computer, 2007, ( 5) : 94-95.

[6] Jialin Li. The design of automatic marking of subjective questions inOnline examination system [J ]. China Education Technology and equipment, (2008).

[7] Yuhong Li. Algorithm based on segmentation technology and sentence similarity automatic scoring [ J]. Computer engineering and design, 2010 ( 11).

[8] Dianru Jia. Algorithms based on sentence structure and semantic similarity calculation of subjective scoring [J ]. Informationation, 2009 ( 3).

[9] Maocheng Liang. The review and implications on foreign automated essay scoring system [J ]. Foreign language education, 2007 ( 10): 117.

[10] Tieli Sun. The research situation and difficulties on Chinese word segmentation technology.