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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.
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