Issue No.05 - September/October (2010 vol.25)
Chien-Liang Liu , National Chiao Tung University , Hsinchu
Yen-Yu Chen , National Chiao Tung University, Hsinchu
Chia-Hoang Lee , National Chiao Tung University, Hsinchu
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/MIS.2010.3
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
Chien-Liang Liu, Yen-Yu Chen, 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