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2012财年中C4ISR网络现代化事件的异构数据邻近工具的概念评价

Concept Evaluation of the Heterogeneous Data Proximity Tool at the C4ISR Network Modernization Event FY12

作者:E. G. Heilman J. T. Richardson M. R. Mittrick T. P. Hanratty 加工时间:2015-07-30 信息来源:科技报告(AD) 索取原文[32 页]
关键词:指挥控制通信;计算机程序;决策支持系统
摘 要:Visual analytic methods are a growing area of research that targets the effective interleaving of analytical reasoning with interactive interfaces. Capitalizing on the human capacity for spatial reasoning, visual analytics enhance the decisionmaker s understanding of supporting data by highlighting complex relationships. Toward this end, the U.S. Army Research Laboratory has developed a software application that complements traditional social network analysis, enabling improved understanding of the human terrain. The software application, called the Heterogeneous Data Proximity Tool (HDPT), combines a data dimensionality reduction routine using multidimensional scaling to produce a graphical representation of similarity or dissimilarity among a set of high- valued individuals. The HDPT starts with a reference data set representing individuals with known group affiliations: insurgents, innocents, and criminals. As intelligence is collected about new individuals within an area of operation, HDPT computes and plots their relative positions with regard to the existing reference data. The resulting analytic portrays the relative position of the new individual s organizational orientation within the known human terrain. This report provides an overview of the development of HDPT and presents the results from its participation in the Communications- Electronics Research, Development, and Engineering Center, Product Director Command, Control, Communications, Computers, Intelligence, Surveillance, Reconnaissance and Network Modernization's Event 2012 field exercise.
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