论文标题
使专家流程可见:理论家在研究中如何以及为什么使用假设和类比
Making expert processes visible: how and why theorists use assumptions and analogies in their research
论文作者
论文摘要
了解物理学家如何解决问题可以指导开发方法,以帮助学生学习和改进解决复杂问题。利用认知任务分析的框架,我们对理论物理学家进行了半结构化访谈(n = 11),以深入了解他们在专业研究中使用的认知过程和技能。在理论家描述的众多活动中,我们在这里阐明了两个理论家通常将其表征为其工作不可或缺的活动:做出假设和使用类比。理论家描述了整个研究过程中的假设,尤其是在设定项目的方向和目标,建立模型与数学的互动并在故障排除时修改模型的同时。他们描述了有关其模型的假设如何告知他们的数学决策,以及数学步骤融入了模型的适用性的实例。我们发现,理论家使用类比来产生新的项目思想,并克服概念上的挑战。理论家故意寻找或建立了类比,表明这是学生可以练习的技能。当将知识从一个系统映射到另一个系统时,理论家使用了共享高度数学相似性的系统。但是,这些系统并不总是具有相似的表面特征。最后,我们讨论了理论家使用假设和类比的方式之间的联系,并提供有关指导应用的潜在研究途径。
Understanding how physicists solve problems can guide the development of methods that help students learn and improve at solving complex problems. Leveraging the framework of cognitive task analysis, we conducted semi-structured interviews with theoretical physicists (N=11) to gain insight into the cognitive processes and skills that they use in their professional research. Among numerous activities that theorists described, here we elucidate two activities that theorists commonly characterized as being integral to their work: making assumptions and using analogies. Theorists described making assumptions throughout their research process, especially while setting their project's direction and goals, establishing their model's interaction with mathematics, and revising their model while troubleshooting. They described how assumptions about their model informed their mathematical decision making, as well as instances where mathematical steps fed back into their model's applicability. We found that theorists used analogies to generate new project ideas as well as overcome conceptual challenges. Theorists deliberately sought out or constructed analogies, indicating this is a skill students can practice. When mapping knowledge from one system to another, theorists used systems that shared a high degree of mathematical similarity; however, these systems did not always share similar surface features. We conclude by discussing connections between the ways theorists use assumption and analogy and offering potential new avenues of research regarding applications to instruction.