计算机科学的性质:确定K-12计算机科学的无障碍性质的原则和开发一个开放式性质的计算机科学仪器

Erdogan Kaya, Anna Newley, Ezgi Yesilyurt, Hasan Deniz
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摘要

在过去的十年中,在K-12计算机科学教育方面的研究尝试数量不断增加,特别是在奥巴马政府的CSforAll计划、Code.org的推动、计算机科学教师协会(CSTA)标准的发布以及几个州(例如弗吉尼亚州、纽约州和内华达州)采用K-12计算机科学标准的情况下。K-12计算机科学框架以及CSTA的计算机科学标准在设计大学预科计算机科学课程和计算机实验室教学中起着基本作用。然而,如果不强调计算机科学的特征,也就是计算机科学的本质(NOCS),可能很难创建一个计算机文化的社会,它将在基于计算的问题上做出明智的决定。人们可以用批判的眼光看到,K-12计算机科学框架和CSTA标准隐含地包括NOCS方面,而不使用术语。特别是,NOCS指的是与计算相关的认识论信念。将NOCS作为大学预科计算机科学教育的课程组成部分和教学目标,可能有助于在美国和国外培养具有计算机素养的公民;然而,就K-12相关的NOCS方面尚未达成共识。此外,据作者所知,目前还没有有效可靠的工具来评估学习者的NOCS观点。这份正在进行的手稿的目标有两个:(1)检查国家计算机科学改革文件中NOCS方面的表现,包括K-12计算机科学框架和CSTA计算机科学标准,以及(2)开发一个有效可靠的开放式NOCS工具来评估学习者的NOCS观点,建议与访谈一起使用。换句话说,将对K-12计算机科学框架和CSTA计算机科学标准进行分析,以纳入和覆盖NOCS方面,这将指导未来的NOCS仪器开发。
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Nature of Computer Science: Identification of K-12 Accessible Nature of Computer Science Tenets and Development of an Open-Ended Nature of Computer Science Instrument
For the last decade, there has been a continuous increase in the number of research attempts in K-12 computer science education, especially with the Obama administration's CSforAll initiative, the push from the Code.org, the release of Computer Science Teachers Association (CSTA) standards, and adoption of K-12 computer science standards by several states (e.g., Virginia, New York, and Nevada). The K-12 Computer Science Framework, along with the CSTA's computer science standards play a fundamental role in designing the pre-college computer science curriculum and teaching in computing labs. However, without emphasizing the characteristics of computer science, also known as the Nature of Computer Science (NOCS), it might be difficult to create a computationally literate society that will make informed decisions on computing-based issues. One can see with a critical eye that K-12 Computer Science Framework and CSTA standards include the NOCS aspects implicitly without using the term. Particularly, NOCS refers to the epistemological beliefs pertaining to computing. The focus on NOCS as a curricular component and instructional goal in pre-college computer science education may aid in creating computationally literate citizens in the United States and abroad; however, there is no consensus on the K-12 relevant NOCS aspects yet. Additionally, to the best of the authors’ knowledge, there is no valid and reliable instrument that can assess learners’ NOCS views. The goal of this work-in-progress manuscript is two-fold: (1) to examine the representations of the NOCS aspects in the national computer science reform documents including the K-12 Computer Science Framework and the CSTA computer science standards, and (2) to develop a valid and reliable open-ended NOCS instrument to assess learners’ NOCS views which is recommended to be used in conjunction with interviews. In other words, the K-12 Computer Science Framework and CSTA computer science standards will be analyzed for the inclusion and coverage of the NOCS aspects which will guide the prospective NOCS instrument development.
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