Assisting tool for essay grading for Turkish language instructors
When learning languages, writing an essay is one of the main methods for assessing students’ knowledge. However, with the development of ICT, language learning is also being transferred to online platforms. At the same time, as the number of students’ increases, the problem of evaluating students’ e...
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| Format: | Article |
| Language: | English |
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Kyrgyz Turkish Manas University
2019-12-01
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| Series: | MANAS: Journal of Engineering |
| Subjects: | |
| Online Access: | https://dergipark.org.tr/en/download/article-file/900034 |
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| _version_ | 1850237406905630720 |
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| author | Mustafa Alp Çetin Rita Ismailova |
| author_facet | Mustafa Alp Çetin Rita Ismailova |
| author_sort | Mustafa Alp Çetin |
| collection | DOAJ |
| description | When learning languages, writing an essay is one of the main methods for assessing students’ knowledge. However, with the development of ICT, language learning is also being transferred to online platforms. At the same time, as the number of students’ increases, the problem of evaluating students’ essays arises. In this paper, we offer an automated system that facilitates instructors while evaluating students’ essays. Currently, the system works for essays written in Turkish. The system was built using the Zemberek library. It allows one to extract text features the essay of several people at the same time on several indicators, namely, morphological analysis, vocabulary, the use of different language structures, etc. Currently, many automated essay grading tools are proposed, and one of the main factors that defined their accuracy it the extraction of text features. Thus, as further work, it is planned to use the data obtained using this essay assessment system together with instructors’ evaluation to create an expert system for automatic essay evaluation using machine learning techniques. |
| format | Article |
| id | doaj-art-1c9011e110eb467a836771a2e6fd4e4f |
| institution | OA Journals |
| issn | 1694-7398 |
| language | English |
| publishDate | 2019-12-01 |
| publisher | Kyrgyz Turkish Manas University |
| record_format | Article |
| series | MANAS: Journal of Engineering |
| spelling | doaj-art-1c9011e110eb467a836771a2e6fd4e4f2025-08-20T02:01:45ZengKyrgyz Turkish Manas UniversityMANAS: Journal of Engineering1694-73982019-12-01721411461437Assisting tool for essay grading for Turkish language instructorsMustafa Alp Çetin0https://orcid.org/0000-0002-7787-9813Rita Ismailova1https://orcid.org/0000-0003-0308-2315KYRGYZ - TURKISH MANAS UNIVERSITYKIRGIZİSTAN-TÜRKİYE MANAS ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİWhen learning languages, writing an essay is one of the main methods for assessing students’ knowledge. However, with the development of ICT, language learning is also being transferred to online platforms. At the same time, as the number of students’ increases, the problem of evaluating students’ essays arises. In this paper, we offer an automated system that facilitates instructors while evaluating students’ essays. Currently, the system works for essays written in Turkish. The system was built using the Zemberek library. It allows one to extract text features the essay of several people at the same time on several indicators, namely, morphological analysis, vocabulary, the use of different language structures, etc. Currently, many automated essay grading tools are proposed, and one of the main factors that defined their accuracy it the extraction of text features. Thus, as further work, it is planned to use the data obtained using this essay assessment system together with instructors’ evaluation to create an expert system for automatic essay evaluation using machine learning techniques.https://dergipark.org.tr/en/download/article-file/900034natural language processingautomated toolautomatic essay evaluationcomputer assisted language learning |
| spellingShingle | Mustafa Alp Çetin Rita Ismailova Assisting tool for essay grading for Turkish language instructors MANAS: Journal of Engineering natural language processing automated tool automatic essay evaluation computer assisted language learning |
| title | Assisting tool for essay grading for Turkish language instructors |
| title_full | Assisting tool for essay grading for Turkish language instructors |
| title_fullStr | Assisting tool for essay grading for Turkish language instructors |
| title_full_unstemmed | Assisting tool for essay grading for Turkish language instructors |
| title_short | Assisting tool for essay grading for Turkish language instructors |
| title_sort | assisting tool for essay grading for turkish language instructors |
| topic | natural language processing automated tool automatic essay evaluation computer assisted language learning |
| url | https://dergipark.org.tr/en/download/article-file/900034 |
| work_keys_str_mv | AT mustafaalpcetin assistingtoolforessaygradingforturkishlanguageinstructors AT ritaismailova assistingtoolforessaygradingforturkishlanguageinstructors |