Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Guo, Kun, Lu, Yueming, Gao, Hui, Cao, Ruohan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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
_version_ 1783328202540711936
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
work_keys_str_mv AT guokun artificialintelligencebasedsemanticinternetofthingsinausercentricsmartcity
AT luyueming artificialintelligencebasedsemanticinternetofthingsinausercentricsmartcity
AT gaohui artificialintelligencebasedsemanticinternetofthingsinausercentricsmartcity
AT caoruohan artificialintelligencebasedsemanticinternetofthingsinausercentricsmartcity