Author:
Manalu Darwis Robinson,Hutapea Marlyna Infryanty,Richardo Lumban Raja ,Silalahi Arina Prima,Simanullang Harlen Gilbert,Panggabean Erwin
Abstract
In the current era, the ability to use English is very important because English is not only used to communicate but also as a source of information. However, many students face challenges during the English learning process, including monotonous and less interactive learning methods. Therefore, an interactive and accessible Chatbot-based application is needed to help learn English. In this application, Boyer-Moore algorithm is used for keyword pattern matching of questions with knowledge base. Boyer-Moore algorithm is a string search algorithm that optimizes character matching from right to left. The results showed that the application of Chatbot application using Boyer-Moore Algorithm can answer questions with an accuracy rate of about 96% from a total of 100 questions tested.
Reference20 articles.
1. G. Tambunsaribu and Y. Galingging, “Masalah yang dihadapi pelajar bahasa Inggris dalam memahami pelajaran bahasa Inggris,” Dialekt. J. bahasa, sastra dan budaya, vol. 8, no. 1, pp. 30–41, 2021.
2. D. Adhar, U. Indriani, E. Panggabean, A. Sabir, and H. Kurniawan, “Application of the Fisher-Yates Shuffle Algorithm in the Game Matching the World Monument Picture,” in 2020 2nd International Conference on Cybernetics and Intelligent System (ICORIS), 2020, pp. 1–6.
3. S. Wahyuni, O. S. Sitompul, E. B. Nababan, and P. Sihombing, “Social Network Analysis Text Mining on Networks Publication Citation,” in 2021 International Conference on Data Science, Artificial Intelligence, and Business Analytics (DATABIA), 2021, pp. 35–39.
4. T. Hirosawa, Y. Harada, M. Yokose, T. Sakamoto, R. Kawamura, and T. Shimizu, “Diagnostic accuracy of differential-diagnosis lists generated by generative pretrained transformer 3 chatbot for clinical vignettes with common chief complaints: A pilot study,” Int. J. Environ. Res. Public Health, vol. 20, no. 4, p. 3378, 2023.
5. S. Altay, A.-S. Hacquin, C. Chevallier, and H. Mercier, “Information delivered by a chatbot has a positive impact on COVID-19 vaccines attitudes and intentions.,” J. Exp. Psychol. Appl., vol. 29, no. 1, p. 52, 2023.
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