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