Proceedings of International Conference on Applied Innovation in IT
2024/03/07, Volume 12, Issue 1, pp.105-114

Algorithms for Optimizing Vocabulary Acquisition in Language Learning


Tetiana Verhun, Maryna Davydovych, Kateryna Parnus, Marina Kosheleva, Iryna Biliak and Olga Khorosh


Abstract: This study addresses the critical role of dictionaries in language learning, emphasizing the need for effective navigation strategies to enhance vocabulary acquisition. As globalization intensifies, the ability to learn new languages efficiently becomes increasingly important, making the act of selecting and using dictionaries more significant. Traditional dictionary use, while beneficial, often lacks the precision and adaptability required by modern learners. This research introduces navigational algorithms designed to optimize dictionary use, making vocabulary learning more efficient and tailored to individual needs. Employing a mixed-methods approach, the study analyzes data from students at the State University "Zhytomyr Polytechnic" to explore current usage patterns and the challenges faced in vocabulary acquisition. The study’s methodology included quantitative analysis of survey responses and qualitative evaluation of the algorithms' impact on learning outcomes. The development and application of navigational algorithms aim to facilitate learners' independence, improving their ability to understand and retain new words effectively. The findings reveal that students utilizing these algorithms demonstrate notable improvements in vocabulary retention and contextual application, suggesting a deeper linguistic comprehension. These results not only highlight the practical benefits of incorporating navigational algorithms into language learning but also underscore the theoretical implications for applied lexicography and educational technology. By bridging the gap between conventional dictionary usage and the dynamic requirements of contemporary language learners, this research contributes to the fields of language education and lexicography. It underscores the potential of combining traditional linguistic resources with modern technology to meet the needs of today's learners. This study advocates for a paradigm shift towards the development of more interactive and user-friendly dictionaries, leveraging algorithms to support language acquisition in an increasingly digital and globalized learning environment.

Keywords: Dictionaries, Foreign Language Classes, Vocabulary, Algorithm, Word

DOI: 10.25673/115648; PPN 188468081X

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References:

  1. A. Dziemianko, “Paper or electronic. The role of dictionary form in language learning,” ReCALL, 22(3), pp. 338-357, 2010.
  2. A. Lounas, “Dictionary Use strategies as an effective way to learn vocabulary of English as a Foreign Language,” Revue El-Bahith, pp. 5-17, 2017.
  3. A. Smith, B. Jones, and C. Johnson, “The Impact of Dictionary Types on Foreign Language Acquisition,” Journal of Language Education Research, 25(3), pp. 123-145.
  4. B. Laufer and M. Hill, “What lexical information do L2 learners select in a CALL dictionary and how does it affect word retention?” Language Learning and Technology, 3(2), pp. 58-76, 2000.
  5. D. Mutlu, “How to Use Dictionaries Effectively When Learning a Foreign Language,” 2021, [Online]. Available: https://www.redefinerswl.org/post/how-to-use-dictionaries-effectively-when-learning-a-foreign-language.
  6. Enyota Learning, “Natural Language Processing (nlp) in eLearning: Improving Learner Interaction,” 2023, [Online]. Available: https://enyotalearning.com/blog/natural-language-processing-nlp-in-elearning-improving-learner-interaction/.
  7. G. Bishop, “Using Quality and Accuracy Ratings to Quantify the Value Added of a Dictionary Skills Training Course,” Language Learning Journal 24, pp. 62-69, 2001.
  8. K.J.Tsai, “Effects of Dictionary Use on Second Language Vocabulary Acquisition: A Meta-Analysis,” International Journal of Lexicography, 32(4), pp. 418-444, 2019.
  9. M. Duffin, “What Is Natural Language Processing?,” A Comprehensive Guide, 2023, [Online]. Available: https://rareconnections.io/what-is-natural-language-processing/.
  10. P. Scholfield, “Using the Dictionary for Comprehension,” TESOL Quarterly 16.2, pp. 185-194, 1982.
  11. S. Hajmi, “The importance of dictionaries in learning a foreign language,” 2022, [Online]. Available: https://hozir.org/the-importance-of-dictionaries-in-learning-a-foreign-language.html.
  12. S. Medewar, “The Role Of Natural Language Processing In eLearning,” 2023, [Online]. Available: https://elearningindustry.com/the-role-of-natural-language-processing-in-elearning.
  13. U. Wingate, “Dictionary use – the need to teach strategies,” Language Learning Journal, 29 (1), pp 5-11, 2004.


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DOI: http://dx.doi.org/10.25673/115729


        

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