OSIA:基于云计算和国内平台的开源智能分析系统

Shi-Wei Zhao, Zewen Cao, Wensen Liu
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引用次数: 0

摘要

信息安全关系到国家安全,特别是情报部门的安全。本文设计并实现了基于云计算和国内平台的开源智能分析系统OSIA。为了保证OSIA的安全性和实用性,所有中间件和涉及的操作系统都与国内软件兼容。OSIA系统专注于分析开源文本智能,采用自主设计的分布式爬虫系统,形成了从智能获取到分析流程和推送服务的闭环。本文还举例说明了一些典型的反恐应用,如基于斯坦福解析器和聚类算法的“组织成员发现”、基于并行PageRank算法的“成员关系展示”等。实验结果表明,OSIA系统适用于大规模文本智能分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OSIA: Open Source Intelligence Analysis System Based on Cloud Computing and Domestic Platform
Information safety is significant for state security, especially for intelligence service. OSIA (open source intelligence analyzing) system based on cloud computing and domestic platform is designed and implemented in this paper. For the sake of the security and utility of OSIA, all of the middleware and involved OS are compatible with domestic software. OSIA system concentrates on analyzing open source text intelligence and adopts self-designed distributed crawler system so that a closed circle is formed from intelligence acquisition to analysis process and push service. This paper also illustrates some typical applications of anti-terrorist, such as the "organizational member discovery" based on Stanford parser and cluster algorithm, the "member relation exhibition" based on paralleled PageRank algorithm and the like. The results of experiences show that the OSIA system is suitable for large scale textual intelligence analysis.
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