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SocioScope: A framework for understanding Internet of Social Knowledge

机译:SocioScope:了解社会知识互联网的框架

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摘要

Social data is one of important material for representing social activities. However, efficiently collecting social data from multiple sources is extremely hard due its big-data attributes. Moreover, discovering hidden patterns between social data to understand our society is actually a big challenge. Especially, knowledge around us is not stable but dynamically change over time, therefore, we need to refresh it promptly. SocioScope is created as an automatically tool to overcome aforementioned problems. In addition, other researchers can utilize SocioScope as a framework for reducing their effort time with essential tasks (i.e., collecting data, pre-processing data, and analyzing data).
机译:社交数据是代表社交活动的重要材料之一。但是,由于其大数据属性,从多个来源有效地收集社交数据非常困难。而且,发现社交数据之间的隐藏模式以了解我们的社会实际上是一个巨大的挑战。特别是,我们周围的知识不是稳定的,而是随着时间而动态变化的,因此,我们需要及时更新它。 SocioScope被创建为克服上述问题的自动工具。此外,其他研究人员可以利用SocioScope作为框架来减少基本任务(例如,收集数据,预处理数据和分析数据)的工作时间。

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