automated essay grading techniques

Automated essay scoring (AES) is the use of specialized computer programs to assign grades to essays written in an educational setting. It is a method of educational assessment and an application of natural language processing. Its objective is to classify a large set of textual entities into a small number of discrete
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
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19.12.2017 -
As with most automated scoring software, PEG utilizes a set of human-scored training essays to build a model with which to assess the writing of unscored essays. Using advanced statistical techniques, PEG analyzes the training essays and calculates more than 500 features that reflect the intrinsic characteristics of writing,
which are based on AI & Machine Learning techniques, NLP. (Natural Language Processing) techniques and finding the loopholes and at the end to propose a system, which will work under Indian context, presently for English language influenced by local languages. Currently most of the essay grading systems is used for
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“larkey. Abstract. Several standard text-categorization tech- niques were
Learn about ETS research on automated scoring of writing quality, including papers, articles, and reports on the e-rater essay scoring engine. ... This report explores automated methods for measuring features of student writing and determining its relationship to writing quality and other features of literacy, such as reading
01.07.2013 -

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