Automated Arabic Essay Scoring (AAES) using Vector Space Model (VSM) | ||
| Journal Of AL-Turath University College | ||
| Article 1, Volume 0, Issue 15, August 2017, Pages 25-39 | ||
| Authors | ||
| Dr. Ayad R. Abbas; Ahmed S.Al-qaza | ||
| Abstract | ||
| Automated Essays Scoring (AES) may be defined as the ability of computer technology to evaluate electronic essays written by learner according to previous determined essay.Researches and all the former works were applied to essays written in English language and they were applied to essays written in Hebrew, Bahasa Malay, Japanese, Chinese and Swedish. The research paper suggests an Automated Arabic Essays Scoring (AAES) system in web-based learning context based on Vector Space Model (VSM). The suggested system consists of two main processes. The first process deals with applying retrieval information to extract the important information from electronic essays. In the second process, the VSM is applied to find out the similarity degree between the previously written essays by the instructor and the essay written by the learner. The experimental results show that the proposed system provides an electronic assessment closer to instructors’ traditional assessment, leading to improve the learning’s efficiency, learning performance and to overcome time, cost and reliability. | ||
| Keywords | ||
| Automated essay scoring; web; based learning; Information retrieval; Vector space model | ||
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