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The use of technology and visualization in calculus instruction.

机译:在微积分教学中使用技术和可视化。

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摘要

This study was inspired by a history of student difficulties in calculus, and innovation in response to those difficulties. The goals of the study were fourfold. First, to design a mathlet for students to explore local linearity. Second, to redesign the curriculum of first semester calculus around the use of technology, an emphasis on visualization, and the use of local linearity to introduce the concept of the derivative, while delaying formal limits until later in the semester. Third, to design a framework to assess learning outcomes on the derivative. Fourth, to assess the impact of the course on the learning and attitudes of students. The study also aimed to assess the impact of learner characteristics, the role of technology, and the role of visualization, as they related to learning and attitude outcomes.;The development and justification of the local linearity mathlet, the redesigned first semester calculus curriculum and the framework to assess derivative proficiency are reported. A mathlet is a computer application typically accessed over the internet which allows exploration of a specific mathematical concept. Students in this study developed a robust knowledge of the derivative as measured by the framework. Overall they demonstrated facility with stating definitions, finding the derivative and tangent lines, determining non-differentiability, and optimization. They demonstrated these proficiencies in multiple representations. Prior knowledge in rate and slope as well as proficiency translating between mathematical representations were significant determinants of eventual calculus proficiency. Spatial ability and prior knowledge of function were weaker predictors. There was clear evidence that the use of mathlets and graphs had a positive impact on student learning, and students were very positive about their use in this course. They experienced minimal changes in attitude regarding mathematics and technology in general, except for visually oriented students, who had very positive changes in attitude. The students in the experimental group were significantly more positive about their experiences using technology to learn calculus than students studying calculus with a traditional curriculum and labs using Maple which were not discussed in lecture.
机译:这项研究的灵感来自于学生在微积分方面的困难历史,以及应对这些困难的创新。研究的目标是四个方面。首先,设计一个数学模型供学生探索局部线性。其次,围绕技术的使用,强调可视化和使用局部线性来引入导数的概念来重新设计第一学期微积分的课程,同时将正式限制推迟到本学期后期。第三,设计一个评估派生学习成果的框架。第四,评估课程对学生的学习和态度的影响。该研究还旨在评估与学习和态度结果相关的学习者特征,技术的作用和可视化的作用的影响;局部线性数学的发展和合理性,重新设计的第一学期微积分课程以及报告了评估衍生能力的框架。 Mathlet是通常通过Internet访问的计算机应用程序,它允许探索特定的数学概念。本研究的学生通过该框架对衍生工具有了深入的了解。总体而言,他们通过陈述定义,查找导数和切线,确定不可微性以及优化来演示设施。他们以多种方式展示了这些能力。率和斜率的先验知识以及数学表示之间的熟练度转换是最终演算能力的重要决定因素。空间能力和功能先验知识是较弱的预测因子。有明确的证据表明,使用数学和图表对学生的学习有积极的影响,并且学生对该课程的使用非常满意。除了视觉导向的学生,他们在数学和技术方面的态度总体上变化很小,但他们的态度变化非常积极。与使用传统课程学习微积分的学生和使用Maple进行实验室研究的学生相比,实验组的学生对使用微积分学习技术的体验要积极得多,这在课堂上没有进行讨论。

著录项

  • 作者

    Samuels, Jason.;

  • 作者单位

    Columbia University.;

  • 授予单位 Columbia University.;
  • 学科 Mathematics education.;Educational technology.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 624 p.
  • 总页数 624
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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