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Sketch Recognition Based Intelligent Whiteboard Teaching System

机译:基于草图识别的智能白板教学系统

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The virtual electronic whiteboard is one of the main tools of the CSCL. This paper realizes an intelligent whiteboard system based on sketch recognition. The system is build on multitier distributed architecture, which can support the users to communicate with each other by sketching and chatting on Pen based HCI. It can recognize the gestures to help users modify, copy and move sketches as familiar pencil-and-paper process, and transform the free-hand sketches into the symbols of the domain-specific knowledge automatically using feature points detection and graphics recognition algorithms. Such novel AI-aid sketching communication can support building connection between the concrete graphics and the abstract concepts during the learning activities, especially for information technology education. The experimental whiteboard system fulfills a flowchart-to-C programming and an ER diagram-to-database recognition and communication framework. The result of the usability evaluation of the experiment suggests that this system has higher efficiency for collaborative learning and more sufficient for the concept learning of information science.
机译:虚拟电子白板是CSCL的主要工具之一。本文实现了一种基于草图识别的智能白板系统。该系统建立在多层分布式体系结构上,该体系结构可以通过在基于Pen的HCI上进行素描和聊天来支持用户彼此通信。它可以识别手势,以帮助用户像熟悉的铅笔和纸一样修改,复制和移动草图,并使用特征点检测和图形识别算法自动将徒手绘制的草图转换为特定领域知识的符号。这种新颖的AI辅助素描通信可以在学习活动期间支持具体图形与抽象概念之间的建立连接,特别是对于信息技术教育而言。实验性白板系统实现了从流程图到C的编程以及从ER图到数据库的识别和通信框架。实验的可用性评估结果表明,该系统对于协作学习具有更高的效率,而对于信息科学的概念学习则具有足够的效率。

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