论文信息 - An Unsupervised Automated Essay Scoring System - 字舞流文

An Unsupervised Automated Essay Scoring System

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.

Chien-Liang Liu | Chia-Hoang Lee | Yen-Yu Chen | Tao-Hsing Chang | Chien-Liang Liu | Tao-Hsing Chang | Chia-Hoang Lee | Yen-Yu Chen

[1] William Wresch,et al. The Imminence of Grading Essays by Computer-25 Years Later , 1993 .

[2] Jinhao Wang,et al. Automated Essay Scoring Versus Human Scoring: A Comparative Study , 2007 .

[3] Daniel Marcu,et al. Finding the WRITE Stuff: Automatic Identification of Discourse Structure in Student Essays , 2003, IEEE Intell. Syst..

[4] Lawrence M. Rudner,et al. Automated Essay Scoring Using Bayes' Theorem , 2002 .

[5] Peter W. Foltz,et al. The Debate on Automated Essay Grading , 2000, IEEE Intell. Syst..

[6] Karen Kukich,et al. Beyond Automated Essay Scoring , 2000 .

[7] Jill Burstein,et al. AUTOMATED ESSAY SCORING WITH E‐RATER® V.2.0 , 2004 .

[8] Charles T. Meadow,et al. Text information retrieval systems , 1992 .

[9] T. Landauer,et al. A Solution to Plato's Problem: The Latent Semantic Analysis Theory of Acquisition, Induction, and Representation of Knowledge. , 1997 .