TOOLBOX.ACADEMY: CODING & ARTIFICIAL INTELLIGENCE MADE EASY FOR KIDS, BIG DATA FOR EDUCATORS

Francisco Vico, Joaquín Masa, Raul García
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引用次数: 2

Abstract

Society has reached the point where there is considerable awareness about the need of teaching coding skills at the schools. Both, political leaders and educational systems start taking positions in this strategic new arena, but they lack from much of the expertise and necessary tools about how to teach this complex (but also intuitive to children and youngsters) field of knowledge. In this context, ToolboX Academy is a programming platform which subscribes a slightly new approach to attack the problem, in four differential aspects: 1) While most attention focuses on block-based approaches (Scratch and Code.org being the most popular initiatives), ToolboX embraces coding as it works for developers: text-based programming; 2) ToolboX embeds mainstream programming languages, which are widely used, are supported by big communities, are weakly typed, and closer to human natural language, like it is Javascript, for web applications, and GNU Octave, in engineering and scientific research; 3) it provides user-oriented problem-based learning, designed upon educational research results; and 4) it integrates curricular subjects in learning to code. In this paper, we review the design constraints taken into account to develop ToolboX Academy, and how it has been tested in the classroom. Some features are particularly stressed, like the use of open formats for content representation (definition of tasks or problems); the design of a simplified environment to represent most CS concepts, from basic loops to complex graph traversal strategies; and the use of learning analytics based on big data algorithms that can help educators and managers to learn from the interaction of their students with this environment.
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工具箱。学院:编程和人工智能为孩子们提供便利,大数据为教育工作者提供便利
社会已经达到了一个高度,人们对在学校教授编程技能的必要性有了相当大的认识。政治领导人和教育系统都开始在这个具有战略意义的新领域占据一席之地,但在如何教授这一复杂(但对儿童和青少年来说也是直观的)知识领域,他们缺乏很多专业知识和必要的工具。在这种情况下,ToolboX Academy是一个编程平台,它采用了一种稍微新的方法来解决这个问题,它有四个不同的方面:1)当大多数注意力集中在基于块的方法(Scratch和Code.org是最受欢迎的计划)时,ToolboX包含了为开发人员工作的编码:基于文本的编程;2)工具箱嵌入主流编程语言,这些语言被广泛使用,有大型社区支持,是弱类型的,更接近人类自然语言,如用于web应用的Javascript,以及用于工程和科学研究的GNU Octave;3)以教育研究成果为基础,提供面向用户的问题学习;4)它整合了学习编程的课程。在本文中,我们回顾了开发工具箱学院所考虑的设计约束,以及它是如何在课堂上进行测试的。有些特性特别强调,比如使用开放格式表示内容(任务或问题的定义);设计一个简化的环境来表示大多数CS概念,从基本的循环到复杂的图遍历策略;使用基于大数据算法的学习分析,可以帮助教育工作者和管理人员从学生与这种环境的互动中学习。
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