DocumentCode
1393694
Title
An Unsupervised Automated Essay Scoring System
Author
Chen, Yen-Yu ; Liu, Chien-Liang ; Chang, Tao-Hsing ; Lee, Chia-Hoang
Volume
25
Issue
5
fYear
2010
Firstpage
61
Lastpage
67
Abstract
The proposed automated essay-scoring system uses an unsupervised-learning approach based on a voting algorithm. Experiments show that this approach works well compared to supervised-learning approaches.
Keywords
natural language processing; unsupervised learning; supervised learning approaches; unsupervised automated essay scoring system; voting algorithm; Humans; Large-scale systems; Learning systems; Machine learning; Natural language processing; Supervised learning; Text analysis; Training data; Unsupervised learning; Writing; intelligent systems; machine learning; natural language processing;
fLanguage
English
Journal_Title
Intelligent Systems, IEEE
Publisher
ieee
ISSN
1541-1672
Type
jour
DOI
10.1109/MIS.2010.3
Filename
5396298
Link To Document