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2021 International Conference Education and Management (ICEM2021)最新文献

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A Probe into the Mixed-mode Assessment of Teaching Achievements 教学成果混合评价模式的探讨
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001896
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引用次数: 0
The Experience and Inspiration of the Teacher Education Reform in America and Britain 英美教师教育改革的经验与启示
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001897
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引用次数: 0
Environmental Monitoring Prediction Based on Graph Convolution Neural Network 基于图卷积神经网络的环境监测预测
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001867
Jing Wang, Jiuquan
: Environmental monitoring plays an important role in identifying environmental characteristics. Abnormality is related to negative effects and seriously affects human life. Many sensors can be placed in specific areas and are responsible for monitoring the environmental characteristics of specific phenomena. Sensors report their measurement results to a central system, which can carry out invitational reasoning. Therefore, the system responds to any event related to the observed phenomenon through decision-making. This paper proposes an event recognition mechanism based on sensor measurement, and gives the corresponding decision, so as to realize the real-time event recognition. The system adopts the statistical learning method of data fusion and prediction (time series regression) to effectively collect the measurement data of sensors. Fuzzy logic is used to deal with the uncertainty of derivative alarm decision. This paper introduces the application of GIS, geostationary, meta database and cart in environmental monitoring by querying survey data in meta-data database connected with GIS. The results show that the I | o value of mechanical ventilation is 36% with indoor heat source and 18% without indoor heat source. prediction period is 10 days [1]. Some experts have studied the research and development of base station edge intelligent monitoring and antenna monitoring terminal height measurement technology. By constructing a small edge server based on B / S architecture, combining TCP / IP and web socket protocol, the data communication middleware is completed, and the terminal monitoring data is presented on the web page in real time, which realizes the integration of open measurement and remote monitoring. In order to improve the spatial resolution of climate change information, the change of plant phenology and temperature was combined with GIS overlay technology, and applied to the vector incidence prediction at regional scale. This paper proposes a system model based on three-tier architecture of Internet of things, which is realized by geometric merging of surface data of Internet of things initiator. Considering the temporal and spatial aspects of environmental processes, the institutional basis of this system based approach is discussed, and how to encode environmental processes in the system based on graph convolution neural network technology is explained. This paper introduces some preliminary research results of station scientists in the prediction modeling and early warning of ecological environment. The co-environmental process is affected by many factors, such as hydro-meteorological conditions, biological factors and human activities. Therefore, it is difficult to incorporate all these effects and their interactions into deterministic or analytical models. A prediction model of marine ecological parameters is proposed, which combines time series prediction method with neural network nonlinear modeling. Some experts have studied
环境监测在识别环境特征方面起着重要作用。异常会带来负面影响,严重影响人类的生活。许多传感器可以放置在特定区域,负责监测特定现象的环境特征。传感器将其测量结果报告给中央系统,该系统可以进行邀请推理。因此,系统通过决策对任何与观察到的现象相关的事件作出反应。提出了一种基于传感器测量的事件识别机制,并给出了相应的决策,从而实现了事件的实时识别。系统采用数据融合与预测(时间序列回归)的统计学习方法,有效采集传感器的测量数据。利用模糊逻辑处理微分报警决策的不确定性。通过在与GIS连接的元数据库中查询调查数据,介绍了GIS、geostationary、元数据库和cart在环境监测中的应用。结果表明:有室内热源时机械通风的I / o值为36%,无室内热源时为18%;预测周期为10天[1]。有专家研究开发了基站边缘智能监控和天线监控终端高度测量技术。通过构建基于B / S架构的小型边缘服务器,结合TCP / IP和web套接字协议,完成数据通信中间件,并将终端监控数据实时呈现在网页上,实现了开放式测量与远程监控的集成。为提高气候变化信息的空间分辨率,将植物物候和温度变化与GIS叠加技术相结合,应用于区域尺度上的病媒发病率预测。本文提出了一种基于物联网三层架构的系统模型,该模型通过对物联网启动器表面数据的几何合并实现。考虑到环境过程的时间和空间方面,讨论了这种基于系统的方法的制度基础,并解释了如何基于图卷积神经网络技术对系统中的环境过程进行编码。本文介绍了台站科学家在生态环境预测建模与预警方面的一些初步研究成果。共环境过程受水文气象条件、生物因子和人类活动等多种因素的影响。因此,很难将所有这些影响及其相互作用纳入确定性或分析模型。提出了一种将时间序列预测方法与神经网络非线性建模相结合的海洋生态参数预测模型。有专家对基于Android的室内环境监测系统的设计与实现进行了研究,设计并开发了一套基于Android的室内环境监测系统,可以实现对温度、湿度、PM2.5、烟气状态的实时监测,以及对环境的调控。它依赖于一个称为自适应模型选择(AMS)的框架,该框架旨在在资源受限的无线传感器上运行时间序列预测技术。我们使用两个演示来展示我们的实现,它们与环境监测和视频游戏有关。TinyOS是低功耗嵌入式系统的参考操作系统。托洛茨基和传统是无线传感器。本文将正态和计量同时预测区间的文献推广到伽玛分布。伽玛分布能适应各种非正态分布(右尾倾斜)和可变性的存在。伽马预测极限是最佳候选
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引用次数: 0
Research on Performance Assessment of Y Enterprises Based on KPI 基于KPI的Y企业绩效考核研究
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001888
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引用次数: 0
Research Status and Trend Analysis of Chinese Art Design Based Education Based on Bibliometrics 基于文献计量学的中国艺术设计基础教育研究现状与趋势分析
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001848
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引用次数: 0
Analysis of Physical Fitness Test Results of Male Students in Yunnan Small Mountain Agricultural University 云南小山农业大学男生体质测试结果分析
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001923
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引用次数: 0
Study on Influencing Factors of Turnover Intention of Knowledge Workers in Automobile Manufacturing Industry 汽车制造业知识型员工离职意愿影响因素研究
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001924
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引用次数: 0
Cost Structure Analysis of Wind Power Enterprises Based on Mathematical Statistics 基于数理统计的风电企业成本结构分析
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001902
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引用次数: 0
Research on the Path to Promote the Ideological Work in Colleges and Universities in the New Era 新时期推进高校思想政治工作的路径研究
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001907
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引用次数: 0
A Case of Acrokeratosis Elastofiberoid Disease 肢端角化病弹性纤维样病1例
Pub Date : 1900-01-01 DOI: 10.38007/proceedings.0001838
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引用次数: 0
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2021 International Conference Education and Management (ICEM2021)
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