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Prediction of English Vocabulary Learning Difficulty and Adjustment of Teaching Strategies Based on Decision Tree Algorithm

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21 mar 2025

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Dakhi, S., & Fitria, T. N. (2019). The principles and the teaching of English vocabulary: A review. Journal of English teaching, 5(1). Dakhi S. Fitria T. N. ( 2019 ). The principles and the teaching of English vocabulary: A review . Journal of English teaching , 5 ( 1 ). Search in Google Scholar

Liu, J., & Zhang, J. (2018). The effects of extensive reading on English vocabulary learning: A meta-analysis. English language teaching, 11(6), 1-15. Liu J. Zhang J. ( 2018 ). The effects of extensive reading on English vocabulary learning: A meta-analysis . English language teaching , 11 ( 6 ), 1 - 15 . Search in Google Scholar

Lelawati, S., Dhiya, S., & Mailani, P. N. (2018). The teaching of English vocabulary to young learners. PROJECT (Professional Journal of English Education), 1(2), 95-100. Lelawati S. Dhiya S. Mailani P. N. ( 2018 ). The teaching of English vocabulary to young learners . PROJECT (Professional Journal of English Education) , 1 ( 2 ), 95 - 100 . Search in Google Scholar

Ma’rifat, D. (2017). A case study of using songs in teaching English vocabulary to young learners. Journal of English and Education, 5(1), 49-55. Ma’rifat D. ( 2017 ). A case study of using songs in teaching English vocabulary to young learners . Journal of English and Education , 5 ( 1 ), 49 - 55 . Search in Google Scholar

Susanto, A. (2017). The teaching of vocabulary: A perspective. Jurnal Kata, 1(2), 183. Susanto A. ( 2017 ). The teaching of vocabulary: A perspective . Jurnal Kata , 1 ( 2 ), 183 . Search in Google Scholar

PAȘCALĂU, R., Stanciu, S., Șmuleac, L., Șmuleac, A., AHMADIKHOIE, M., Feher, A., … & Amara, M. (2020). Academic vocabulary in teaching english for agriculture. Research Journal of Agricultural Science, 52(2). PAȘCALĂU R. Stanciu S. Șmuleac L. Șmuleac A. AHMADIKHOIE M. Feher A. Amara M. ( 2020 ). Academic vocabulary in teaching english for agriculture . Research Journal of Agricultural Science , 52 ( 2 ). Search in Google Scholar

Gultom, R. J., Simarmata, J. N., Purba, O. R., & Saragih, E. (2022). Teachers strategies in teaching English vocabulary in junior high school. Journal of English Language and Education, 7(1), 9-15. Gultom R. J. Simarmata J. N. Purba O. R. Saragih E. ( 2022 ). Teachers strategies in teaching English vocabulary in junior high school . Journal of English Language and Education , 7 ( 1 ), 9 - 15 . Search in Google Scholar

Ghobadi, S., & Taki, S. (2018). Effects of Telegram stickers on English vocabulary learning: Focus on Iranian EFL learners. Research in English language pedagogy, 6(1), 139-158. Ghobadi S. Taki S. ( 2018 ). Effects of Telegram stickers on English vocabulary learning: Focus on Iranian EFL learners . Research in English language pedagogy , 6 ( 1 ), 139 - 158 . Search in Google Scholar

Dronjic, V. (2019). How (Not) to Teach English Vocabulary. Catesol Journal, 31(1), 29-54. Dronjic V. ( 2019 ). How (Not) to Teach English Vocabulary . Catesol Journal , 31 ( 1 ), 29 - 54 . Search in Google Scholar

Paksi, G. R., Sari, R. K., & Somawati, S. (2023). Teacher perceptions on the use of the Wordwall. Net application as an English vocabulary learning media. Edunesia: Jurnal Ilmiah Pendidikan, 4(1), 120-132. Paksi G. R. Sari R. K. Somawati S. ( 2023 ). Teacher perceptions on the use of the Wordwall . Net application as an English vocabulary learning media. Edunesia: Jurnal Ilmiah Pendidikan , 4 ( 1 ), 120 - 132 . Search in Google Scholar

Ruzmetova, M., Orazova, F., & Kayumova, G. (2020). The role of teaching vocabulary competence in English. Academic Research in Educational Sciences, (3), 509-513. Ruzmetova M. Orazova F. Kayumova G. ( 2020 ). The role of teaching vocabulary competence in English . Academic Research in Educational Sciences, (3) , 509 - 513 . Search in Google Scholar

Huei, L. S., Yunus, M. M., & Hashim, H. (2021). Strategy to Improve English Vocabulary Achievement during COVID-19 Epidemic. Does Quizizz Help?. Journal of Education and e-Learning Research, 8(2), 135-142. Huei L. S. Yunus M. M. Hashim H. ( 2021 ). Strategy to Improve English Vocabulary Achievement during COVID-19 Epidemic . Does Quizizz Help?. Journal of Education and e-Learning Research , 8 ( 2 ), 135 - 142 . Search in Google Scholar

Pradini, P. C. & Adnyayanti, N. L. P. E. (2022). Teaching english vocabulary to young learners with wordwall application: An experimental study. Journal of Educational Study, 2(2), 187-196. Pradini P. C. Adnyayanti N. L. P. E. ( 2022 ). Teaching english vocabulary to young learners with wordwall application: An experimental study . Journal of Educational Study , 2 ( 2 ), 187 - 196 . Search in Google Scholar

Yudha, H. T., & Mandasari, B. (2021). The analysis of game usage for senior high school students to improve their vocabulary mastery. Journal of English Language Teaching and Learning, 2(2), 74-79. Yudha H. T. Mandasari B. ( 2021 ). The analysis of game usage for senior high school students to improve their vocabulary mastery . Journal of English Language Teaching and Learning , 2 ( 2 ), 74 - 79 . Search in Google Scholar

Simanungkalit, J. R. M., & Katemba, C. V. (2023). Utilizing English Tiktok as a media in learning English vocabulary: University students’ perspective. Eduvelop: Journal of English Education and Development, 6(2), 137-150. Simanungkalit J. R. M. Katemba C. V. ( 2023 ). Utilizing English Tiktok as a media in learning English vocabulary: University students’ perspective . Eduvelop: Journal of English Education and Development , 6 ( 2 ), 137 - 150 . Search in Google Scholar

Patahuddin, P., Syawal, S., & Bin-Tahir, S. Z. (2017). Investigating Indonesian EFL learners’ learning and acquiring English vocabulary. International Journal of English Linguistics, 7(4), 128. Patahuddin P. Syawal S. Bin-Tahir S. Z. ( 2017 ). Investigating Indonesian EFL learners’ learning and acquiring English vocabulary . International Journal of English Linguistics , 7 ( 4 ), 128 . Search in Google Scholar

Suardi, S., & Sakti, J. E. (2019). Teacher difficulties in teaching vocabulary. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, 7(2). Suardi S. Sakti J. E. ( 2019 ). Teacher difficulties in teaching vocabulary . IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature , 7 ( 2 ). Search in Google Scholar

Hao, Y., Lee, K. S., Chen, S. T., & Sim, S. C. (2019). An evaluative study of a mobile application for middle school students struggling with English vocabulary learning. Computers in Human Behavior, 95, 208-216. Hao Y. Lee K. S. Chen S. T. Sim S. C. ( 2019 ). An evaluative study of a mobile application for middle school students struggling with English vocabulary learning . Computers in Human Behavior , 95 , 208 - 216 . Search in Google Scholar

Song, M., & Chen, L. (2017). A review on English vocabulary acquisition and teaching research in recent 30 years in China. Science Journal of Education, 8(1), 174-180. Song M. Chen L. ( 2017 ). A review on English vocabulary acquisition and teaching research in recent 30 years in China . Science Journal of Education , 8 ( 1 ), 174 - 180 . Search in Google Scholar

Qian, C. (2022). Research on the innovation of english vocabulary teaching model. The Frontiers of Society, Science and Technology, 4(11). Qian C. ( 2022 ). Research on the innovation of english vocabulary teaching model . The Frontiers of Society, Science and Technology , 4 ( 11 ). Search in Google Scholar

Wu, T. T. (2018). Improving the effectiveness of English vocabulary review by integrating ARCS with mobile game-based learning. Journal of Computer Assisted Learning, 34(3), 315-323. Wu T. T. ( 2018 ). Improving the effectiveness of English vocabulary review by integrating ARCS with mobile game-based learning . Journal of Computer Assisted Learning , 34 ( 3 ), 315 - 323 . Search in Google Scholar

Bai, Z. (2018). An analysis of English vocabulary learning strategies. Journal of language Teaching and Research, 9(4), 849-855. Bai Z. ( 2018 ). An analysis of English vocabulary learning strategies . Journal of language Teaching and Research , 9 ( 4 ), 849 - 855 . Search in Google Scholar

Asyiah, D. N. (2017). THE VOCABULARY TEACHING AND VOCABULARY LEARNING: PERCEPTION, STRATEGIES, AND INFLUENCES ON STUDENTS’VOCABULARY MASTERY. Jurnal Bahasa Lingua Scientia, 9(2), 293-318. Asyiah D. N. ( 2017 ). THE VOCABULARY TEACHING AND VOCABULARY LEARNING: PERCEPTION, STRATEGIES, AND INFLUENCES ON STUDENTS’VOCABULARY MASTERY . Jurnal Bahasa Lingua Scientia , 9 ( 2 ), 293 - 318 . Search in Google Scholar

Fauziningrum, E., Sari, M. N., Rahmani, S. F., Riztya, R., Syafruni, S., & Purba, P. M. (2023). Strategies used by English teachers in teaching vocabulary. Journal on Education, 6(1), 674-679. Fauziningrum E. Sari M. N. Rahmani S. F. Riztya R. Syafruni S. Purba P. M. ( 2023 ). Strategies used by English teachers in teaching vocabulary . Journal on Education , 6 ( 1 ), 674 - 679 . Search in Google Scholar

Liu, J., & Liu, M. (2024). Application of CLT in College English Vocabulary Teaching. International Journal of Mathematics and Systems Science, 7(3). Liu J. Liu M. ( 2024 ). Application of CLT in College English Vocabulary Teaching . International Journal of Mathematics and Systems Science , 7 ( 3 ). Search in Google Scholar

Makoe, M., & Shandu, T. (2018). Developing a mobile app for learning English vocabulary in an open distance learning context. International Review of Research in Open and Distributed Learning, 19(4). Makoe M. Shandu T. ( 2018 ). Developing a mobile app for learning English vocabulary in an open distance learning context . International Review of Research in Open and Distributed Learning , 19 ( 4 ). Search in Google Scholar

Ramzan, M., Javaid, Z. K., & Ali, A. A. (2023). Perception of students about collaborative strategies employed by teachers for enhancing English vocabulary and learning motivation. Pakistan Journal of Law, Analysis and Wisdom, 2(02), 146-158. Ramzan M. Javaid Z. K. Ali A. A. ( 2023 ). Perception of students about collaborative strategies employed by teachers for enhancing English vocabulary and learning motivation . Pakistan Journal of Law, Analysis and Wisdom , 2 ( 02 ), 146 - 158 . Search in Google Scholar

Nurchintyawati, I. (2022). Android based educational game in learning and teaching English vocabulary. Journal of Applied Linguistics, 1(2), 13-18. Nurchintyawati I. ( 2022 ). Android based educational game in learning and teaching English vocabulary . Journal of Applied Linguistics , 1 ( 2 ), 13 - 18 . Search in Google Scholar

Varela Panagiota. (2025). Greek consumers’ perspectives on sustainable food: a cluster analysis approach. British Food Journal(1),268-283. Panagiota Varela ( 2025 ). Greek consumers’ perspectives on sustainable food: a cluster analysis approach . British Food Journal ( 1 ), 268 - 283 . Search in Google Scholar

Likun Li & Kun Yu. (2024). Application of Improved HF-DBSCAN Algorithm in Analyzing Complex Trajectory Data of Wi-Fi Users in Smart Campus. Applied Artificial Intelligence(1), Li Likun Yu Kun ( 2024 ). Application of Improved HF-DBSCAN Algorithm in Analyzing Complex Trajectory Data of Wi-Fi Users in Smart Campus . Applied Artificial Intelligence ( 1 ), Search in Google Scholar

Hongfeng Li. (2024). Analysis of mental health influencing factors and students’ psychological education countermeasures based on ID3 algorithm. Applied Mathematics and Nonlinear Sciences(1), Li Hongfeng ( 2024 ). Analysis of mental health influencing factors and students’ psychological education countermeasures based on ID3 algorithm . Applied Mathematics and Nonlinear Sciences ( 1 ), Search in Google Scholar

Mir Ishfaq & Manish M. Pande. (2025). Thermodynamic analysis of Fe-Al-O system using Redlich-Kister (R-K) polynomial and Wagner’s Taylor series expansion. The Journal of Chemical Thermodynamics 107415-107415. Ishfaq Mir Pande Manish M. ( 2025 ). Thermodynamic analysis of Fe-Al-O system using Redlich-Kister (R-K) polynomial and Wagner’s Taylor series expansion . The Journal of Chemical Thermodynamics 107415 - 107415 . Search in Google Scholar