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Annotating data to support decision-making: a case study

机译:注释数据以支持决策:案例研究

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Georeferenced data are a key factor in many decision-making systems. However, their interpretation is user and context dependent so that, for each situation, data analysts have to interpret them, a time-consuming task. One approach to alleviate this task, is the use of semantic annotations to store the produced information. Annotating data is however hard to perform and prone to errors, especially when executed manually. This difficulty increases with the amount of data to annotate. Moreover, annotation requires multi-disciplinary collaboration of researchers, with access to heterogeneous and distributed data sources and scientific computations. This paper illustrates our solution to approach this problem by means of a case study in agriculture. It shows how our implementation of a framework to automate the annotation of geospatial data can be used to process real data from remote sensing images and other official Brazilian data sources.
机译:地理参考数据是许多决策系统中的关键因素。但是,它们的解释取决于用户和上下文,因此,对于每种情况,数据分析人员都必须对它们进行解释,这是一项耗时的任务。减轻此任务的一种方法是使用语义注释存储产生的信息。但是,注释数据很难执行并且容易出错,尤其是在手动执行时。随着要注释的数据量的增加,这一难度也随之增加。此外,注释需要研究人员的多学科协作,并能够访问异构和分布式数据源以及科学计算。本文通过农业案例研究说明了我们解决该问题的解决方案。它显示了我们实现的用于自动标注地理空间数据的框架的方法,该方法如何用于处理来自遥感影像和其他巴西官方数据源的真实数据。

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