DocumentCode :
672949
Title :
A New Algorithm to the Automated Assessment of the Chinese Subjective Answer
Author :
Runhua Li ; Yonghua Zhu ; Zhiguo Wu
Author_Institution :
Dept. of Math., Shanghai Univ., Shanghai, China
fYear :
2013
fDate :
16-17 Nov. 2013
Firstpage :
228
Lastpage :
231
Abstract :
This paper proposes an algorithm for computer aided assessment of the Chinese subjective answers. By analyzing the considered factors of teachers in the hand-operation procedure and applying sentence similarity algorithms based on How-Net and dependency syntax, a new automated assessment algorithm is designed to assess the student answers in the level of word and sentence, taking into consideration keywords and sentence structure what are two nonnegligible parts expressing the complete thought of a sentence. The experiment has been performed to evaluate the availability of the algorithm by comparing to the result derived from the existing one.
Keywords :
computer aided instruction; natural language processing; How-Net algorithms; automated assessment; chinese subjective answer; computer aided assessment; dependency syntax; hand operation procedure; natural language processing; Algorithm design and analysis; Computers; Dynamic programming; Educational institutions; Heuristic algorithms; Semantics; Standards; Chinese; automated assessment; natural language processing; similarity calculation; subjective answer;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology and Applications (ITA), 2013 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-2876-7
Type :
conf
DOI :
10.1109/ITA.2013.60
Filename :
6709976
Link To Document :
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