将数学建模作为激发算法思维的工具

IF 3.4 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Educational Studies in Mathematics Pub Date : 2023-12-12 DOI:10.1007/s10649-023-10275-4
Timothy H. Lehmann
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引用次数: 0

摘要

培养学生的算法思维能力正在成为数学教育的一个目标,但是,尽管算法思维已被纳入世界各地的数学课程,对学生算法思维的研究却似乎落后于这一课程改革。本研究旨在探讨如何利用数学建模过程作为激发学生算法思维的载体。为了实现这一目标,我们对 12 年级的学生(n = 8)进行了任务型访谈,以考察他们如何利用数学建模过程来设计解决最小生成树问题的算法。我观察了每个学生的建模过程,并分析了任务如何激发算法思维的认知技能。研究结果表明,学生们利用自己的数学建模能力,通过抽象和分解建立了问题模型,在数学工作转换过程中,通过设计将输入转化为输出的基本操作设计了算法,并在验证转换过程中调试了算法。讨论了对实践的影响。
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Mathematical modelling as a vehicle for eliciting algorithmic thinking

Developing students’ competence in algorithmic thinking is emerging as an objective of mathematics education, but despite its inclusion in mathematics curricula around the world, research into students’ algorithmic thinking seems to be falling behind in this curriculum reform. The aim of this study was to investigate how the mathematical modelling process can be used as a vehicle for eliciting students’ algorithmic thinking. To achieve this aim, a generative study was conducted using task-based interviews with year 12 students (n = 8) to examine how they used the mathematical modelling process to design an algorithm that solved a minimum spanning tree problem. I observed each students’ modelling process and analysed how the task elicited the cognitive skills of algorithmic thinking. The findings showed that the students leveraged their mathematical modelling competencies to formulate a model of the problem using abstraction and decomposition, designed their algorithms by devising a fundamental operation to transform inputs into outputs during the working mathematically transition, and debugged their algorithms during the validating transition. Implications for practice are discussed.

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来源期刊
Educational Studies in Mathematics
Educational Studies in Mathematics EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
5.60
自引率
9.40%
发文量
65
期刊介绍: Educational Studies in Mathematics presents new ideas and developments of major importance to those working in the field of mathematics education. It seeks to reflect both the variety of research concerns within this field and the range of methods used to study them. It deals with methodological, pedagogical/didactical, political and socio-cultural aspects of teaching and learning of mathematics, rather than with specific programmes for teaching mathematics. Within this range, Educational Studies in Mathematics is open to all research approaches. The emphasis is on high-level articles which are of more than local or national interest.? All contributions to this journal are peer reviewed.
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