未来工业物联网的认知能力与数据分析问题综述

J. Tervonen, V. Isoherranen, Marjo Heikkilä
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引用次数: 15

摘要

本文简要回顾了工业物联网实验中使用的计算智能和数据挖掘方法。尽管数据挖掘和其他计算智能技术在物联网应用中的应用仍处于起步阶段,但考虑到认知内和认知间的沟通方面,一些早期的现实世界部署和测试平台案例被注意和调查。分析和讨论了物联网在数据分析和认知信息传播方面的当前和未来的作用和影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A review of the cognitive capabilities and data analysis issues of the future industrial Internet-of-Things
In this paper, a brief review of the computational intelligence and data mining methods utilized in industrial Internet-of-Things experiments is presented. Although the exploitation of data mining and other computational intelligence technologies in Internet-of-Things applications is still in its infancy, some early real-world deployments and testbed cases are noted and investigated, taking into account both the intra-cognitive and inter-cognitive communication aspects. The current and future role and impact of the Internet-of-Things on aspects of data analysis and cognitive infocommunication are also analyzed and discussed.
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