Title :
An Unsupervised Automated Essay Scoring System
Author :
Chen, Yen-Yu ; Liu, Chien-Liang ; Chang, Tao-Hsing ; Lee, Chia-Hoang
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;
Journal_Title :
Intelligent Systems, IEEE
