人工智能增强英语学与教功能的科学回顾

Wichura Winaitham
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引用次数: 0

摘要

本文探讨和回顾了人工智能在英语使用、学习和教学中的作用。根据这篇研究论文,能够促进英语学习和教学的人工智能功能是人工智能子领域(包括自然语言处理(NLP)、机器学习和深度学习)的一个有能力的过程。评估发现,人工智能对英语学习和教学的增强包括数据仓库系统和数据集市、博客、社交网络(社交媒体)、维基百科和多人在线游戏等交流渠道的数字平台。通过使用决策树算法、Expert AI系统知识或信息点中的多维变量应用于英语记忆和学习过程,对基于AI教学系统的AI真实模拟对话平台进行修改。此外,广泛使用NLP过程的应用程序有Grammarly, Duolingo和谷歌Translate。通过回顾发现,只要AI的功能更具互动性,能够准确地理解人类的感受和情绪,AI就应该在虚拟课堂中与英语老师和学生合作,进一步发挥和修改功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Scientific Review of AI Functions of Enhancement English Learning and Teaching
This paper explores and reviews AI functions enhancing English use, learning, and teaching. According to this research paper, AI functions that could promote English learning and teaching are a capable process of the AI sub-fields involving natural language processing (NLP), machine learning, and deep learning. The reviews found that AI enhancement of English learning and teaching included a data warehouse system and data mart, digital platforms for communicative channels such as blogs, social networking (social media), wikis, and multi-player online games. AI real simulation dialogue platforms through AI-based teaching systems were modified by using decision tree algorithms, Expert AI system knowledge, or multidimensional variables in information points applied to English memory and learning processes. In addition, the Applications with the NLP process widely used are Grammarly, Duolingo, and Google Translate. According to the reviews, it was found that AI should be functioned and be modified further in cooperation with English teachers and students in the virtual classroom as long as AI functions should be more interactive and able to understand human feelings and emotions exactly.
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