A Semantic Mechanism for Internet-of-Things (IoT) to Implement Intelligent Interactions

被引：0
|
作者：
You, Shujuan [1 ]
Li, Xiaotao [1 ]
Chen, Wai [1 ]
机构：
[1] China Mobile Res Inst, Beijing, Peoples R China
来源：
2018 16TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT) | 2018年
关键词：
Internet of Things; Semantic; Machine learning; Intelligent interactions;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Intelligent interactions of IoT mean that devices can perform proper actions and communicate with each other to support specific application scenarios without human intervention. To do this, the biggest challenge is providing IoT objects with common knowledge and abilities to analyze data and to reason. In this paper, we present a semantic mechanism to realize intelligent interactions of IoT devices on account of the semantic knowledge and machine learning technology. Based on this mechanism, a three-layer IoT system named IoT-Book is built, and every action performed by a device is deduced through analyzing the environment data and personalized preferences of the user. Finally, a smart home use case is demonstrated, and our approach is proved to be effective.
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页数：6
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