Issue No. 05 - September/October (2010 vol. 25)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIS.2010.3
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
C. Liu, T. Chang, Y. Chen and C. Lee, "An Unsupervised Automated Essay Scoring System," in IEEE Intelligent Systems, vol. 25, no. , pp. 61-67, 2010.