Artificial Intelligence and Learning

IF 0.4 0 RELIGION
Jaekyung Lee, Richard Lamb, Sunha Kim
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引用次数: 1

Abstract

Rapid technological advances, particularly recent artificial intelligence (AI) revolutions such as digital assistants (e.g., Alexa, Siri), self-driving cars, and cobots and robots, have changed human lives and will continue to have even bigger impact on our future society. Some of those AI inventions already shocked people across the world by wielding their power of surpassing human intelligence and cognitive abilities; see, for example, the examples of Watson (IBM’s supercomputer) and AlphaGo (Google DeepMind’s AI program) beating the human champions of Jeopardy and Go games, respectively. Then many questions arise. How does AI affect human beings and the larger society? How should we educate our children in the AI age? What changes are necessary to help humans better adapt and flourish in the AI age? What are the key enablers of the AI revolution, such as big data and machine learning? What are the applications of AI in education and how do they work? Answering these critical questions requires interdisciplinary research. There is no shortage of research on AI per se, since it is a highly important and impactful research topic that cuts across many fields of science and technology. Nevertheless, there are no effective guidelines for educational researchers and practitioners that give quick summaries and references on this topic. Because the intersection of AI and education/learning is an emerging field of research, the literature is in flux and the jury is still out. Thus, our goal here is to give readers a quick introduction to this broad topic by drawing upon a limited selection of books, reports, and articles. This entry is organized into three major sections, where we present commentaries along with a list of annotated references on each of the following areas: (1) AI Impacts on the Society and Education; (2) AI Enablers: Big Data in Education and Machine Learning; and (3) Applications of AI in Education: Examples and Evidence.
人工智能与学习
快速的技术进步,特别是最近的人工智能(AI)革命,如数字助理(如Alexa、Siri)、自动驾驶汽车、协作机器人和机器人,已经改变了人类的生活,并将继续对我们的未来社会产生更大的影响。其中一些人工智能发明已经让世界各地的人们感到震惊,它们展现出超越人类智力和认知能力的力量;例如,沃森(IBM的超级计算机)和AlphaGo(谷歌DeepMind的人工智能程序)分别在危险边缘和围棋比赛中击败人类冠军的例子。于是就产生了许多问题。人工智能如何影响人类和更大的社会?在人工智能时代,我们应该如何教育我们的孩子?为了帮助人类更好地适应和繁荣人工智能时代,需要做出哪些改变?大数据和机器学习等人工智能革命的关键推动因素是什么?人工智能在教育中的应用是什么?它们是如何工作的?回答这些关键问题需要跨学科的研究。关于人工智能本身的研究并不缺乏,因为它是一个非常重要和有影响力的研究课题,跨越了许多科学和技术领域。然而,对于教育研究人员和实践者来说,没有有效的指导方针可以快速总结和参考这一主题。由于人工智能与教育/学习的交叉是一个新兴的研究领域,因此相关文献不断变化,尚无定论。因此,我们在这里的目标是通过对有限的书籍、报告和文章的选择,为读者提供对这个广泛主题的快速介绍。本条目分为三个主要部分,在这些部分中,我们对以下每个领域的评论以及注释参考文献的列表:(1)人工智能对社会和教育的影响;(2)人工智能的推动者:教育大数据和机器学习;(3)人工智能在教育中的应用:例子和证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
16
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