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[转载]【新书推荐】【2018.10】数据分析的军事应用(第一版)

已有 1330 次阅读 2019-2-2 11:34 |系统分类:科研笔记|文章来源:转载

【2018.10】数据分析的军事应用(第一版)Military Applications of Data Analytics,共194页。



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世界各地的军事组织通常是数据的巨大生产者和消费者。

Military organizations around the world are normally huge producers and consumers of data. 


因此,他们希望从与数据分析相关的许多好处中获益。

Accordingly, they stand to gain from the many benefits associated with data analytics.


然而,对于国防组织的领导者来说,政府或行业可访问的案例并不总是可用的。

However, for leaders in defense organizations—either government or industry—accessible use cases are not always available.


本书提供了一个多样化的案例集合,探索军事数据分析的可能性领域。

This book presents a diverse collection of cases that explore the realm of possibilities in military data analytics. 


这些案例探讨如下的主题:

These use cases explore such topics as:


海况感知的背景

Context for maritime situation awareness


电力和能源应用的数据分析

Data analytics for electric power and energy applications


军事行动中的环境数据分析

Environmental data analytics in military operations


数据分析和培训效果评估

Data analytics and training effectiveness evaluation


利用单板计算机进行军事数据分析

Harnessing single board computers for military data analytics


虚拟现实环境下的军事训练分析

Analytics for military training in virtual reality environments


关于使用单板计算机的一章探讨了单板计算机在各种领域的应用,包括无线传感器网络无人驾驶车辆集群计算

A chapter on using single board computers explores their application in a variety of domains, including wireless sensor networks, unmanned vehicles, and cluster computing.


对提取和编纂专家知识的过程调查为士兵提供了一个实用的模型,可以支持诊断、决策、备选方案分析和无数其他分析过程。

The investigation into a process for extracting and codifying expert knowledge provides a practical and useful model for soldiers that can support diagnostics, decision making, analysis of alternatives, and myriad other analytical processes. 


数据分析被视为军事学习中的一个角色,书中的一章描述了美国陆军研究实验室正在进行的工作,将数据分析技术应用于课程设计、个人和团队绩效评估,以及调整学习体验以实现最佳学习的能力,从而在最短时间内取得成果。

Data analytics is seen as having a role in military learning, and a chapter in the book describes the ongoing work with the United States Army Research Laboratory to apply data analytics techniques to the design of courses, evaluation of individual and group performances, and the ability to tailor the learning experience to achieve optimal learning outcomes in a minimum amount of time. 


另一章讨论了虚拟现实和分析技术如何改变军事人员的培训。

Another chapter discusses how virtual reality and analytics are transforming training of military personnel. 


虚拟现实和分析也在改变监控、决策、准备和具体的行动。

Virtual reality and analytics are also transforming monitoring, decision making, readiness, and operations.


本书将技术和面向应用的案例集合在一起。

Military Applications of Data Analytics brings together a collection of technical and application-oriented use cases. 


它使决策者和技术人员能够在数据分析和推动世界各地军事组织向前发展的虚拟现实和认知科学等领域之间建立联系。

It enables decision makers and technologists to make connections between data analytics and such fields as virtual reality and cognitive science that are driving military organizations around the world forward.


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