automatic essay grading using text categorization techniques



01.08.1998 -
Several standard text-categorization techniques were applied to the problem of automated essay grading. Bayesian independence classifiers and knearest-neighbor classifiers were trained to assign scores to manually-graded essays. These scores were combined with several other summary text measures using linear
19.12.2017 -
Automatic Essay Grading Using Text Categorization Techniques. Leah S. Larkey. Center for Intelligent Information Retrieval. Department of Computer Science. University of Massachusetts, Amherst. Amherst, MA 01003-4610, USA www.cs.umass.edu/~larkey. Abstract Several standard text-categorization tech- niques were
BibTeX. @INPROCEEDINGS{Larkey98automaticessay, author = {Leah Larkey}, title = {Automatic Essay Grading Using Text Categorization Techniques}, booktitle = {In Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval}, year = {1998}, pages = {90--95} }
Automated Essay. Grading via Text Classification. Salvatore Valenti. DIIGA - Università Politecnica delle Marche - Ancona - Italy, valenti@diiga.univpm.it. Alessandro Cucchiarelli ... text classification techniques defined in the context of our research in .... methodology to grade the content of an essay by using TC techniques.
Automatic essay grading using text categorization techniques. In Proceedings of the 21st Annual International Conference on Research and Development in Information Retrieval (SIGIR 98), 90–95, Australia. Larkey, L., & Croft, W.B. (1996). Combining classifiers in text categorization. In proceedings of the 19th International
Optimizing Search Engines Using Clickthrough Data, Proceedings of the ACM Conference on Knowledge Discovery and Data Mining (KDD). [14] Larkey, L. 1998. Automatic Essay Grading Using Text Categorization Techniques. Proceedings of the 21st ACM-SIGIR Conference on Research and Development in Information
Based on the proposed feature selection method and the proposed similarity measures between documents, we also have presented three methods to deal with the categorization of the Reuters-21578 top 10 categories data set. The experimental results show that the proposed three methods get higher performance for text
We take a radically new stand, and formulate the problem of automated survey coding as a text categorization ... this paper we experiment with two different learning techniques, one based on naıve Bayesian classification and the other ...... [15] Leah S. Larkey. Automatic essay grading using text categorization techniques.

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