基于CDIO理念的基于人工智能的物联网系统开发与实施人才培养研究

Yongjun Zhang, Yufu Ning, Baotian Li, Yang Jun
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引用次数: 0

摘要

针对信息技术教育的目标,提出了基于CDIO理念的物联网人工智能(AIoT)系统开发与实施人才培养模式。AIoT系统构建指标将通过部署在物联网系统中,将其分解为每个知识项的智能算法编码实践。制定AIoT项目培训内容,采用CDIO培训模式,依托特定案例,促进人才成果输出。通过每个基于项目的案例的构思、设计、实施、运营阶段,从实际应用中适当激发理论学习的兴趣,促进学员对AIoT系统开发的各个知识点的掌握,通过过程评价和考核,保证学员在项目实施中的进度和质量。实践结果表明,基于CDIO理念的AIoT体系建设训练方法能够在工程教育中激发学习者的学习积极性,提高学习者的创新能力和实践能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The research on talent education for AI-based IoT system development and implementation by the CDIO concept
This paper puts forward the talent training mode for Artificial Intelligence of Things (AIoT) system development and implementation based on the CDIO concept to meet the goal of information technology education. The index of AIoT system construction will be decomposed in the form of the intelligent algorithm coding practice for each knowledge item by deploying it in the Internet of Things (IoT) systems. It formulates the project training content of AIoT and adopts the CDIO training mode, relies on the specified cases, and promotes the export of talents’ achievements. Through the periods of conception, design, implementation, and operation of each project-based case, we can suitably stimulate the interest in theoretical learning from practical application, promote the mastery of various knowledge points for AIoT system development, and guarantee the progress and quality of trainees in the project implementation with process evaluation and assessment. The practical results show that the training method for the construction of the AIoT system that is based on the CDIO concept can stimulate learners’ enthusiasm and enhance their innovation ability and practical ability in their engineering educations.
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