高等教育中的Stem:利用先进的计算机环境培养大学生涯和工作世界的基本技能

A. Barana, C. Fissore, M. Marchisio
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引用次数: 0

摘要

许多研究表明,随着第四次工业革命的到来,新旧职业所需的技能都在发生变化。在革命性技术越来越深入日常生活的时代,学生在大学课程中培养认知能力(如逻辑推理和可视化)、内容技能(包括ICT素养)、解决复杂问题的技能和技术技能(如编程和计算思维)是非常重要的。利用技术加强STEM学科教学的工具之一是高级计算环境(ACE),该系统允许执行数值和符号计算,制作二维和三维图形表示,并通过交互式组件创建数学模拟。我们研究的目的是了解在STEM学科的大学教育中使用ACE是否能让学生培养重要的技能,如解决问题、逻辑推理、数学推理、可视化、计算思维,这将促进他们的大学生涯和进入工作世界。为了回答这个问题,我们让48名大学生在一个15小时的实验室里学习ACE的使用。这些学生参加了不同STEM学科的学位课程(能源工程、化学工程、物理、数学工程、计算机工程、航空航天工程、生物医学工程等),他们参加了不同年级的学士和硕士学位。在实验期间,学生们学习了ACE的功能,并将其用于可视化和建模,编写解决问题的程序以及创建交互式材料。在实验的第二部分,学生们以小组或个人的形式制作一份涉及他们感兴趣的STEM学科的互动工作表。作为最终产品,他们可以选择用解决方案的一般化来解决问题,研究问题情况或理论概念,或开发交互式应用程序。通过要求学生在实验开始和结束时填写的初始和最终问卷,他们对使用ACE开发技能的态度、对STEM软件的先前知识以及学习如何使用ACE的原因进行了测量。学生制作的工作表分为三大类(独立于兴趣学科):问题解决、问题解决应用、应用(功能研究或理论公式)和交互式文件(如“程序”或“应用程序”);对这些数据进行了分析,并与调查问卷的答案进行了交叉核对。所获得的结果表明,在STEM学科中使用ACE可以以不同的方式培养上述大学生涯和工作世界的关键技能。
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STEM IN HIGHER EDUCATION: THE USE OF AN ADVANCED COMPUTING ENVIRONMENT TO DEVELOP FUNDAMENTAL SKILLS FOR UNIVERSITY CAREER AND THE WORLD OF WORK
According to much research, with the fourth industrial revolution the set of skills required in both old and new professions are changing. At a time when revolutionary technologies are penetrating more and more into everyday life, it is important that students, during the university courses, develop cognitive abilities (such as logical reasoning and visualization), content skills (which include ICT literacy), complex problem solving skills and technical skills (such as programming and computational thinking). One of the tools to enhance teaching and learning of STEM disciplines with technologies is an Advanced Computing Environment (ACE), a system that allows to perform numerical and symbolic computations, to make graphical representations in 2 and 3 dimensions and to create mathematical simulations through interactive components. The objective of our research is to understand if the use of an ACE in the university education of STEM disciplines allows students to develop important skills, such as problem solving, logical reasoning, mathematical reasoning, visualization, computational thinking, that will facilitate their university career and their entry into the world of work. To answer this question, we involved 48 university students in a 15-hour laboratory on the use of an ACE. The students were enrolled in degree courses in various STEM disciplines (Energy Engineering, Chemical Engineering, Physics, Mathematics Engineering, Computer Engineering, Aerospace Engineering, Biomedical Engineering, etc.) and they attended different years of bachelor’s and master’s degrees. During the laboratory, the students learned the functionalities of an ACE and used it for visualization and modelling, to write procedures for problem solving and for the creation of interactive materials. In the second part of the laboratory, the students worked in groups or individually on the creation of an interactive worksheet involving a STEM discipline of their interest. As a final product they could opt for the resolution of a problem with the generalization of the resolution, the study of a problem situation or of a theoretical concept, or the development of an interactive application. Their attitude toward the use of an ACE for the development of skills, previous knowledge on STEM software and their reasons for learning how to use an ACE were measured through an initial and a final questionnaire that students were asked to fill in at the beginning and at the end of the laboratory. The worksheets produced by the students were classified into three main categories (independently of the discipline of interest): problem solving, problem solving applications, applications (function studies or theoretical formulas) and interactive files (such as "program" or "app"); they were analysed and cross-checked with the answers to the questionnaires. The results obtained show that the use of an ACE in the STEM disciplines can develop, in different ways, the key skills mentioned above for the university career and for the world of work.
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