面向物联网的多维数据集动态生成

Muntazir Mehdi, Ratnesh Sahay, Wassim Derguech, E. Curry
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引用次数: 16

摘要

传感器数据源的动态性和在Web等通用基础设施上发布实时传感器数据带来了一系列新的集成挑战。语义传感器网络要求对传感器数据进行高效的形式化分析。本文专门讨论在自动生成多维数据集时如何调整特定于数据模型或特定于上下文的属性。这个想法是从语法传感器数据动态生成数据立方体,以支持决策制定、事件处理,并将这些数据作为链接开放数据发布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On-the-fly generation of multidimensional data cubes for web of things
The dynamicity of sensor data sources and publishing real-time sensor data over a generalised infrastructure like the Web pose a new set of integration challenges. Semantic Sensor Networks demand excessive expressivity for efficient formal analysis of sensor data. This article specifically addresses the problem of adapting data model specific or context-specific properties in automatic generation of multidimensional data cubes. The idea is to generate data cubes on-the-fly from syntactic sensor data to sustain decision making, event processing and to publish this data as Linked Open Data.
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