Automated essay grading
From: Ivan O.
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Tovia Smith. Students work on computers in Henderson, Nev. Several states including Utah and Ohio use automated grading on student essays written as part of standardized tests. But now, machines are also grading students' essays. Computers are scoring long form answers on anything from the fall of the Roman Empire, to the pros and cons of government regulations.
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Grading Automated Essay Scoring Programs- Part I (@bjfr)
CSa Final Project: Automated Essay Grading
Automated essay scoring AES is the use of specialized computer programs to assign grades to essays written in an educational setting. It is a form 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 categories, corresponding to the possible grades, for example, the numbers 1 to 6. Therefore, it can be considered a problem of statistical classification.
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Automated essay scoring and the future of educational assessment in medical education
Test items questions are usually classified into two types: selected-response SR , and constructed-response CR. SR questions are commonly used for gathering information about knowledge, facts, higher-order thinking, and problem-solving skills. However, considerable skill is required to develop test items that measure analysis, evaluation, and other higher cognitive skills Stecher et al. Extended-response items, such as essays, problem-based examinations, and scenarios, are like restricted-response items, except that they extend the demands made on test-takers to include more complex situations, more difficult reasoning, and higher levels of understanding which are based on real-life situations requiring test-takers to apply their knowledge and skills to new settings or situations Isaacs et al. In language tests, test-takers are usually required to write an essay about a given topic.
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