基于人工智能的外语教学技术解决方案:分析综述

S. Titova
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引用次数: 0

摘要

人工智能技术已经开始改变学习过程,它们有助于创建个性化的学习路径;帮助分析几乎即时的教育元数据;提供大数据访问,帮助解决各种专业任务和问题。本文旨在对人工智能技术在语言教学中的应用实例进行分析回顾,并对过去五年来在教育过程中积极使用的基于人工智能的技术解决方案进行分类。所提议的外语教学中使用的人工智能技术解决方案类型学是基于教学活动领域和在人工智能帮助下可以有效解决的教学任务。在教学活动方向下,我们指的是:外语教学和学习;教学过程管理,包括教学分析、制定个人学习路径、创建推荐系统;教学过程组织,即控制和评估、提供反馈和反思、为自适应在线课程和智能学习系统开发教学材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
TECHNOLOGICAL SOLUTIONS BASED ON ARTIFICIAL INTELLIGENCE IN TEACHING FOREIGN LANGUAGES: AN ANALYTICAL REVIEW
AI technologies are already beginning to change the learning process, they contribute to the creation of a personalized learning path; help to analyze educational metadata almost instantly; provide access to big data, helping in solving various professional tasks and problems. The purpose of this article is to provide an analytical review of examples of the use of artificial intelligence technologies in language teaching and to create a typology of AI-based technological solutions that have been actively used in the educational process over the past five years. The proposed typology of AI-based technological solutions used in teaching a foreign language is based on areas of didactic activity and didactic tasks that can be effectively solved with the help of AI. Under the directions of didactic activity, we mean: teaching and learning of foreign languages; management of the educational process, including the analysis of educational analytics, the development of an individual learning path, the creation of recommender systems; organization of the educational process, that is, control and assessment, providing feedback and reflection, developing didactic materials for adaptive online courses and intelligent learning systems.
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