Research Article

Web-Programming Techniques in Determining the CEFR Levels of English Books

Volume: 10 Number: 23 April 30, 2026
TR EN

Web-Programming Techniques in Determining the CEFR Levels of English Books

Abstract

We can call the most meaningful unit of a language a word. It is possible to communicate with a person to a certain extent by using only words, without using grammatical structures. Therefore, it is important to learn and teach the most frequently used vocabulary of a language. The most important skill used in learning words is reading. Simplified books are the primary sources available for acquiring reading skills. Our aim in our study is to prepare a web-based application to determine whether the books or reading materials recommended by instructors in the process of teaching words in the CEFR word list are appropriate for the students' levels and to use this application, which is developed with the System Development Life Cycle (SDLC), as a decision support system. As it is known, books that are not appropriate for the students' levels negatively affect the learning process and even end the student's reading process in some cases, which spoils the purpose of the learning process.

Keywords

References

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  2. Arnold, T., Ballier, N., Gaillat, T., & Lissón, P. (2018). Predicting CEFRL levels in learner English on the basis of metrics and full texts. arXiv. https://arxiv.org/abs/1806.11099 arXiv+2taylorarnold.org+2
  3. Bourgeois, D. T., Smith, J. L., Wang, S., & Mortati, J. (2019). Information systems for business and beyond. Open Textbooks. https://open.umn.edu/opentextbooks/textbooks/information-systems-for-business-and-beyond
  4. Cathoven. (2023). CEFR Checker – Online CEFR text analysis tool. Retrieved November 12, 2025, from https://cefrchecker.cathoven.com
  5. CEFRlevels. (n.d.). English Text Analyzer – CEFR level estimation. Retrieved November 12, 2025, from https://cefrlevels.com
  6. Chen, Y., & Suzuki, W. (2025). CVLA 3.0: A CEFR-J-based text analysis system for educational applications. Tokyo: National Institute for Japanese Language Education.
  7. Claridge, G. (2012). Graded readers: How the publishers make the grade. Reading in a Foreign Language, 24(1), 106–119.
  8. Council of Europe. (2018, May 23). Common European Framework of Reference for Languages. https://www.coe.int/en/web/common-european-framework-reference-languages

Details

Primary Language

English

Subjects

Educational Technology and Computing

Journal Section

Research Article

Publication Date

April 30, 2026

Submission Date

June 30, 2025

Acceptance Date

January 11, 2026

Published in Issue

Year 2026 Volume: 10 Number: 23

APA
Çobanoğlu, H. K., & Karagöz, E. (2026). Web-Programming Techniques in Determining the CEFR Levels of English Books. Disiplinlerarası Eğitim Araştırmaları Dergisi, 10(23), 34-49. https://doi.org/10.57135/jier.1731184
AMA
1.Çobanoğlu HK, Karagöz E. Web-Programming Techniques in Determining the CEFR Levels of English Books. JIER. 2026;10(23):34-49. doi:10.57135/jier.1731184
Chicago
Çobanoğlu, Hüseyin Köksal, and Emre Karagöz. 2026. “Web-Programming Techniques in Determining the CEFR Levels of English Books”. Disiplinlerarası Eğitim Araştırmaları Dergisi 10 (23): 34-49. https://doi.org/10.57135/jier.1731184.
EndNote
Çobanoğlu HK, Karagöz E (April 1, 2026) Web-Programming Techniques in Determining the CEFR Levels of English Books. Disiplinlerarası Eğitim Araştırmaları Dergisi 10 23 34–49.
IEEE
[1]H. K. Çobanoğlu and E. Karagöz, “Web-Programming Techniques in Determining the CEFR Levels of English Books”, JIER, vol. 10, no. 23, pp. 34–49, Apr. 2026, doi: 10.57135/jier.1731184.
ISNAD
Çobanoğlu, Hüseyin Köksal - Karagöz, Emre. “Web-Programming Techniques in Determining the CEFR Levels of English Books”. Disiplinlerarası Eğitim Araştırmaları Dergisi 10/23 (April 1, 2026): 34-49. https://doi.org/10.57135/jier.1731184.
JAMA
1.Çobanoğlu HK, Karagöz E. Web-Programming Techniques in Determining the CEFR Levels of English Books. JIER. 2026;10:34–49.
MLA
Çobanoğlu, Hüseyin Köksal, and Emre Karagöz. “Web-Programming Techniques in Determining the CEFR Levels of English Books”. Disiplinlerarası Eğitim Araştırmaları Dergisi, vol. 10, no. 23, Apr. 2026, pp. 34-49, doi:10.57135/jier.1731184.
Vancouver
1.Hüseyin Köksal Çobanoğlu, Emre Karagöz. Web-Programming Techniques in Determining the CEFR Levels of English Books. JIER. 2026 Apr. 1;10(23):34-49. doi:10.57135/jier.1731184

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