Author(s): Jinlin Jiang | Wei Wei
Journal: Journal of Artificial Intelligence
ISSN 1994-5450
Volume: 5;
Issue: 1;
Start page: 56;
Date: 2012;
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Keywords: Automated scoring | essay scoring | translation scoring
ABSTRACT
This study reviews the developments of automated scoring systems and techniques over the past 40 years and the strengths and weaknesses of each technique are analyzed in detail. Results of the study showed that automated scoring systems are becoming more complicated and advanced by the integrated use of knowledge in natural language processing, statistics, information retrieval, corpus linguistics, etc. but they still have drawbacks in one or two aspects. The study provides some valuable insights into further studies in this line.
Journal: Journal of Artificial Intelligence
ISSN 1994-5450
Volume: 5;
Issue: 1;
Start page: 56;
Date: 2012;
VIEW PDF
DOWNLOAD PDF Original pageKeywords: Automated scoring | essay scoring | translation scoring
ABSTRACT
This study reviews the developments of automated scoring systems and techniques over the past 40 years and the strengths and weaknesses of each technique are analyzed in detail. Results of the study showed that automated scoring systems are becoming more complicated and advanced by the integrated use of knowledge in natural language processing, statistics, information retrieval, corpus linguistics, etc. but they still have drawbacks in one or two aspects. The study provides some valuable insights into further studies in this line.
