人工智能和机器学习——esl和esp教学的未来趋势

A. Istrate
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引用次数: 4

摘要

从介绍人工智能、机器学习和人工神经网络之间的新趋势和差异开始,本文主要关注人工智能的进步在未来几十年将如何塑造电子学习,特别是英语作为第二语言和特殊用途英语。ESP的未来趋势是电子学习计划对学生知识水平的适应性。如果大学能够开发出人工智能的电子学习平台,通过整合的电子学习聊天机器人来适应入学学生的知识水平,那么将会开发出一种新的趋势和有用的教学工具,专注于个人的成就,为新语言的习得提供更多成功的机会。人工智能的新趋势,主要是在特定用途英语或英语作为第二语言的特殊情况下,在学术层面上,聊天机器人技术的结合,将是虚拟助手取代人类学术界的下一步,显然,直到一定程度。尽管存在争议,但这种非常创新的解决方案将能够弥合技术与教育之间的差距。聊天机器人将为学生创造一种互动的学习体验,类似于与老师一对一的学习。这种方法的优势,尤其是在ESP/ESL教学中,是简化了常规任务,使教授有机会更多地参与到一对一的互动中,特别是在大群学生的情况下。通过选择合适的教材和技术,聊天机器人可以作为一个平台,为不同知识水平的学生提供最合适的指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING - FUTURE TRENDS IN TEACHING ESL AND ESP
Starting from a presentation of the new trends and differences between artificial intelligence, machine learning and artificial neural networks, the present paper focuses mainly on the way in which e-Learning will be shaped in the future decades by the advances made in artificial intelligence, in the particular case of English as a Second Language and English for Specific Purposes. A future trend in ESP refers to the adaptability of e-Learning programs to the students' level of knowledge. If universities will be able to develop artificially intelligent e-Learning platforms, adapted to the level of knowledge of the enrolled students, through the incorporated e-Learning chat bots, then a new trend and useful tool for teaching ESP and ESL will be developed, focusing on the individual's accomplishments, offering more opportunities for success, in the acquisition of the new language. The new trends in artificial intelligence, mainly the incorporation of chat bot technology in the particular case of English for Specific Purposes or English as a Second Language, at academic level, would be the next step towards a virtual assistant to replace the human academia, obviously until a certain level. Although controversial, this very innovative solution would be able to bridge the gap between technology and education. The implication of chat bots would create an interactive learning experience for the student, similar to the one-to-one with the teacher. The advantage, especially in teaching ESP/ESL, is a simplification on the routine tasks, giving professors an opportunity for more involvement in the one-to-one interaction, particularly in the case of large groups of students. With an appropriate choice of teaching material and technology, chat bots could serve as platforms for the most appropriate guidance for students of totally different level of knowledge.
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