STEM教育中的人工智能:使用开源电子平台的交互式Handson环境

IF 0.1 Q4 MULTIDISCIPLINARY SCIENCES
Danny Xie-Li, Esteban Arias-Méndez
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引用次数: 0

摘要

本文描述了一种交互式方法,通过通过实践学习的建构主义哲学来教授人工智能(AI),使用开源电子平台,如Arduino, Snap Circuits, Raspberry Pi和Circuit Playground,并提供交互式实践方法研讨会。这些是由(以前受过培训的)工程学生志愿者提供给高中和非工程学生的。提出的方法旨在强调在不同的学习活动中,关于人工智能(AI)的关键概念。人工智能通过算法和计算机系统将人类智能过程抽象出来,利用当今产生的大量数据来创造创新、有效、高效、准确和低成本的解决方案,应用于不同领域。其主要目的是激发参与者发挥创造力,提高他们的创新技能,为21世纪的问题、更好的生活质量、健康等提供解决方案。将为学生进行一项调查,以了解所提出方法的有效性,从而更好地获取有关人工智能知识的知识。我们鼓励教师使用类似的互动实践方法,并将人工智能概念与STEM活动纳入通识教育课程。AI的另一个关注点是这些算法的公平性,包容性和多样性是如何构建这些系统的关键因素,在构建AI领域的多样性和包容性的想法时,它可能会产生影响。
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 in STEM Education: Interactive Handson Environment using Open Source Electronic Platforms
This article describes an interactive methodology to teach Artificial Intelligence (AI) through the contructivism philosophy of learning by doing, using, open source electronic platforms, like Arduino, Snap Circuits, Raspberry Pi and Circuit Playground, with an interactive hands-on approach Workshops. These are provided to high school and non-engineering students by (previously trained) engineering students volunteers. The methodology proposed is designed to highlight, in different learning activities, key concepts about Artificial Intelligence (AI). AI abstractes the human intelligence processes through algorithms and computer systems, taking advantage of the amount of data generated nowadays to create innovative, effective, efficient, accurate and at low cost solutions, applied in different fields. The main purpose is to motivate the participants to explode its creativity, improving their innovation skills to provide solutions for XXI century problems, better quality of life, health, among others. A survey will be conducted for the students to find insights about effectiveness of the proposed methodology to better acquire knowledge about AI knowledge. We encourage instructors to use similar interactive hands-on methodologies and to include AI concepts with STEM activities into general education courses. Other concerns of AI, is about the fairness of these algorithms, the inclusion and diversity is a key player in how these systems are built, and it can have consequences as the person perspective when building it The idea of the need for diversity and inclusion of the AI field.
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来源期刊
Tecnologia en Marcha
Tecnologia en Marcha MULTIDISCIPLINARY SCIENCES-
自引率
0.00%
发文量
93
审稿时长
28 weeks
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