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Ontology-based semantic modeling and evaluation for internet of things applications
Ma, Meng ; Wang, Ping ; Chu, Chao-Hsien
2014
英文摘要Internet of Things (IoT) is a major paradigm shift from traditional Internet applications that connects things / objects to the Internet for automatic sensing, information processing, understanding, reasoning, decision and response to virtual and physical world. Due to its highly distributed and heterogeneous characteristics, it requires more semantic interactions between different scenarios. Therefore, interoperability is one of the most fundamental requirements for IoT systems. Currently, semantic modeling for IoT applications has significant deficiency in its reusability and interoperability. In this paper, we propose a semantic information model for IoT applications, named OntoIoT. This model has a two-level architecture including a set of general upper ontology and flexible interfaces for different application domain ontology extensions. We have preliminarily implemented the OntoIoT framework and domain extension in selected scenarios of smart space and healthcare. A data-driven and other ontology evaluation approaches are used to prove the scalability and interoperability of OntoIoT. Result demonstrates that, compared to other test ontologies, Onto IoT is more suitable for the given application scenario. ? 2014 IEEE.; EI; 0
语种英语
DOI标识10.1109/iThings.2014.13
内容类型其他
源URL[http://ir.pku.edu.cn/handle/20.500.11897/294863]  
专题信息科学技术学院
推荐引用方式
GB/T 7714
Ma, Meng,Wang, Ping,Chu, Chao-Hsien. Ontology-based semantic modeling and evaluation for internet of things applications. 2014-01-01.
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