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Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City
Smart city (SC) technologies can provide appropriate services according to citizens’ demands. One of the key enablers in a SC is the Internet of Things (IoT) technology, which enables a massive number of devices to connect with each other. However, these devices usually come from different manufactu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982249/ https://www.ncbi.nlm.nih.gov/pubmed/29701679 http://dx.doi.org/10.3390/s18051341 |
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author | Guo, Kun Lu, Yueming Gao, Hui Cao, Ruohan |
author_facet | Guo, Kun Lu, Yueming Gao, Hui Cao, Ruohan |
author_sort | Guo, Kun |
collection | PubMed |
description | Smart city (SC) technologies can provide appropriate services according to citizens’ demands. One of the key enablers in a SC is the Internet of Things (IoT) technology, which enables a massive number of devices to connect with each other. However, these devices usually come from different manufacturers with different product standards, which confront interactive control problems. Moreover, these devices will produce large amounts of data, and efficiently analyzing these data for intelligent services. In this paper, we propose a novel artificial intelligence-based semantic IoT (AI-SIoT) hybrid service architecture to integrate heterogeneous IoT devices to support intelligent services. In particular, the proposed architecture is empowered by semantic and AI technologies, which enable flexible connections among heterogeneous devices. The AI technology can support very implement efficient data analysis and make accurate decisions on service provisions in various kinds. Furthermore, we also present several practical use cases of the proposed AI-SIoT architecture and the opportunities and challenges to implement the proposed AI-SIoT for future SCs are also discussed. |
format | Online Article Text |
id | pubmed-5982249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59822492018-06-05 Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City Guo, Kun Lu, Yueming Gao, Hui Cao, Ruohan Sensors (Basel) Article Smart city (SC) technologies can provide appropriate services according to citizens’ demands. One of the key enablers in a SC is the Internet of Things (IoT) technology, which enables a massive number of devices to connect with each other. However, these devices usually come from different manufacturers with different product standards, which confront interactive control problems. Moreover, these devices will produce large amounts of data, and efficiently analyzing these data for intelligent services. In this paper, we propose a novel artificial intelligence-based semantic IoT (AI-SIoT) hybrid service architecture to integrate heterogeneous IoT devices to support intelligent services. In particular, the proposed architecture is empowered by semantic and AI technologies, which enable flexible connections among heterogeneous devices. The AI technology can support very implement efficient data analysis and make accurate decisions on service provisions in various kinds. Furthermore, we also present several practical use cases of the proposed AI-SIoT architecture and the opportunities and challenges to implement the proposed AI-SIoT for future SCs are also discussed. MDPI 2018-04-26 /pmc/articles/PMC5982249/ /pubmed/29701679 http://dx.doi.org/10.3390/s18051341 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Guo, Kun Lu, Yueming Gao, Hui Cao, Ruohan Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title | Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title_full | Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title_fullStr | Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title_full_unstemmed | Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title_short | Artificial Intelligence-Based Semantic Internet of Things in a User-Centric Smart City |
title_sort | artificial intelligence-based semantic internet of things in a user-centric smart city |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982249/ https://www.ncbi.nlm.nih.gov/pubmed/29701679 http://dx.doi.org/10.3390/s18051341 |
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