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A Semantic Engine and an Ontology Visualization Tool for Advanced Crime Analysis

机译：用于高级犯罪分析的语义引擎和本体可视化工具

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摘要

Crime has been and still is one of the major threats and issues for every government and society around the world. Nowadays, a new generation of (cyber)criminals exploits modern and state-of-the-art technology and tools, especially social media channels, in order to achieve their malicious purposes. Thus, Law Enforcement Agencies (LEAs), analysts and security practitioners are facing the need to engage new methods and tools which can support them in the fight and prevention of crime by minimizing the prediction and response time. This paper focuses on two specific functionalities of a crime prediction and fighting software framework which assists LEAs to adopt and utilize emerging technologies such as Data mining and Big Data tools, Semantic Analysis, Visual Intelligence and more in the context of their everyday operations. In this light, the authors of this paper present an innovative Semantic Engine with a person fusion tool as well as an ontology visualization tool as parts of a discussed framework. Both of these tools are presented in detail in separate sections so that the readers can understand better their architecture and their integration into this common framework alongside with other tools. These two tools use state-of-the-art components and software libraries in order to offer robust and future proof solutions for LEAs. Also, they can be integrated and expanded in future research and commercial projects both as independent tools as well as parts of other integrated frameworks.
机译：犯罪仍然是世界各地政府和社会的主要威胁和问题之一。如今，新一代（网络）犯罪分子利用现代和最先进的技术和工具，特别是社交媒体渠道，以实现他们的恶意目的。因此，执法机构（租赁），分析师和安全从业者正面临着采取新方法和工具，通过最大限度地减少预测和响应时间，可以在斗争和预防犯罪方面进行新的方法和工具。本文侧重于犯罪预测和战斗软件框架的两种特定功能，帮助租赁采用并利用新兴的技术，如数据挖掘和大数据工具，语义分析，视觉情报等在日常业务的背景下。在这种光线中，本文的作者呈现了一个具有人融合工具的创新语义引擎，以及本体可视化工具，作为讨论的框架的一部分。这两个工具都在单独的部分中详细介绍，使得读者可以与其他工具与其他工具一起了解其架构及其集成。这两种工具使用最先进的组件和软件库，以便为租赁提供强大和未来的证明解决方案。此外，它们可以在未来的研究和商业项目中集成和扩展，都是独立的工具以及其他综合框架的部分。

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