基于Boyer - Moore算法的网络英语学习聊天机器人应用设计

D. Manalu, Marlyna Infryanty Hutapea, Richardo Lumban Raja, Arina Prima Silalahi, Harlen Gilbert Simanullang, Erwin Panggabean6, Article Info, Darwis Robinson, Manalu
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引用次数: 0

摘要

在当今时代,使用英语的能力是非常重要的,因为英语不仅用于交流,而且作为信息来源。然而,许多学生在英语学习过程中面临着挑战,包括学习方法单调,互动性不足。因此,需要一个基于聊天机器人的交互式和可访问的应用程序来帮助学习英语。在本应用中,采用Boyer-Moore算法对带有知识库的问题进行关键字模式匹配。Boyer-Moore算法是一种从右向左优化字符匹配的字符串搜索算法。结果表明,在测试的100个问题中,使用Boyer-Moore算法的聊天机器人应用程序的回答准确率约为96%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing A Chatbot Application For Web-Based English Learning Using Boyer Moore Algorithm
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.
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