The Community for Technology Leaders
RSS Icon
Issue No.05 - September/October (2010 vol.25)
pp: 61-67
Yen-Yu Chen , National Chiao Tung University, Hsinchu
Chien-Liang Liu , National Chiao Tung University , Hsinchu
Tao-Hsing Chang , National Kaohsiung University of Applied Sciences, Kaohsiung
Chia-Hoang Lee , National Chiao Tung University, Hsinchu
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.
machine learning, natural language processing, intelligent systems
Yen-Yu Chen, Chien-Liang Liu, Tao-Hsing Chang, Chia-Hoang Lee, "An Unsupervised Automated Essay Scoring System", IEEE Intelligent Systems, vol.25, no. 5, pp. 61-67, September/October 2010, doi:10.1109/MIS.2010.3
1. J. Wang and M.S. Brown, "Automated Essay Scoring versus Human Scoring: A Comparative Study," J. Technology, Learning and Assessment, vol. 6, no. 2, 2007,
2. C.T. Meadow, B.R. Boyce, and D.H. Kraft, Text Information Retrieval Systems, 2nd ed., Academic Press, 2000.
35 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool