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Visual Analytics and Mining over Big Data. Discussing Some Issues and Challenges, and Presenting a Few Experiences

机译:可视化分析和大数据挖掘。讨论一些问题和挑战,并提出一些经验

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摘要

In this short position paper, we present a few concrete experiences of Visual Analytics (VA) over big data; as our experiences have been gained on the application domains of cyber-security and Open Source Intelligence (OSINT), which are very relevant and crucial domains targets of possible Virtual Research Environments (VREs), we also discuss and propose an high-level reference architecture and pipeline for a Big Data service in VREs dealing with such aspects, in which the VA part is crucial in order to provide effectiveness to users.
机译:在这份空缺职位论文中,我们介绍了有关大数据的可视化分析(VA)的一些具体经验;随着我们在网络安全和开源情报(OSINT)的应用领域获得的经验,这些领域是可能的虚拟研究环境(VRE)的非常相关且至关重要的领域目标,因此,我们还将讨论并提出高级参考架构VRE中的大数据服务管道和处理这些方面的管道,其中VA部分对于为用户提供有效性至关重要。

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  • 会议地点 Bari(IT)
  • 作者单位

    Dipartimento di Ingegneria Informatica Automatica e Gestionale, Sapienza Universita di Roma, via Ariosto 25, 00185 Rome, Italy;

    Dipartimento di Ingegneria Informatica Automatica e Gestionale, Sapienza Universita di Roma, via Ariosto 25, 00185 Rome, Italy;

    Dipartimento di Ingegneria Informatica Automatica e Gestionale, Sapienza Universita di Roma, via Ariosto 25, 00185 Rome, Italy;

    Dipartimento di Ingegneria Informatica Automatica e Gestionale, Sapienza Universita di Roma, via Ariosto 25, 00185 Rome, Italy;

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  • 正文语种 eng
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