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Work-in-Progress—Learning Machines: Useful Intelligent Tutoring Within Immersive STEM VLEs

机译:进行中的学习机:沉浸式STEM VLE中的有用的智能辅导

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A framework for implementing evidence based principles of learning and memory within a Virtual Learning Space (VLS) using intelligent tutoring systems (ITS) for STEM courses is being created. This framework represents a new domain of application called a "Learning Machines" (LM). The objective of this work in progress paper is to create a framework of design guidelines and evaluation heuristics that promote LM usefulness. Preliminary considerations are explored and a description of an application being developed for this new domain is shared. The evaluation heuristics are generated according to the Procedural Methodology for Heuristics of Usability (PROMETHEUS). The new framework is expected to improve development and evaluation of STEM learning applications.
机译:正在创建一个框架,该框架使用针对STEM课程的智能辅导系统(ITS)在虚拟学习空间(VLS)中实施基于证据的学习和记忆原理。该框架代表了一个称为“学习机”(LM)的新应用领域。正在进行的这份工作文件的目的是创建一个设计准则和评估启发式框架,以促进LM的实用性。探索了初步考虑因素,并共享了针对该新域正在开发的应用程序的描述。评估启发式方法是根据“可用性启发式方法的程序方法”(PROMETHEUS)生成的。新框架有望改善STEM学习应用程序的开发和评估。

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