Automated Essay Scoring and the Deep Learning Black Box: How Are Rubric Scores Determined?
Article Status
Published
Authors/contributors
- Kumar, Vivekanandan S. (Author)
- Boulanger, David (Author)
Title
Automated Essay Scoring and the Deep Learning Black Box: How Are Rubric Scores Determined?
Publication
International Journal of Artificial Intelligence in Education
Volume
31
Issue
3
Pages
538-584
Date
2020-9-15
Journal Abbr
Int. J. Artif. Intell. Educ.
Language
en
ISSN
1560-4292
Short Title
Automated Essay Scoring and the Deep Learning Black Box
Accessed
09/04/2023, 23:31
Library Catalogue
DOI.org (Crossref)
Extra
Citation Key: kumar2021a
<标题>: 自动化作文评分与深度学习黑箱：评分标准是如何确定的？
<AI Smry>: Predicting rubric scores is essential to automated essay scoring, because it reveals the reasoning behind AIED-based AES systems, and this study seeks to expand the horizons of AES to make the technique practical, explainable, and trustable.
Citation
Kumar, V. S., & Boulanger, D. (2020). Automated Essay Scoring and the Deep Learning Black Box: How Are Rubric Scores Determined? International Journal of Artificial Intelligence in Education, 31(3), 538–584. https://doi.org/10.1007/s40593-020-00211-5
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