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CATSWoTS: Context Aware Trustworthy Social Web of Things System
The inevitable revolution of the Internet of Things (IoT) and its benefits can be witnessed everywhere. Two major issues related to IoT are the interoperability and the identification of trustworthy things. The proposed Context-Aware Trustworthy Social Web of Things System (CATSWoTS) addresses the i...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6678804/ https://www.ncbi.nlm.nih.gov/pubmed/31336818 http://dx.doi.org/10.3390/s19143076 |
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author | Javaid, Sabeen Afzal, Hammad Arif, Fahim Iltaf, Naima Abbas, Haider Iqbal, Waseem |
author_facet | Javaid, Sabeen Afzal, Hammad Arif, Fahim Iltaf, Naima Abbas, Haider Iqbal, Waseem |
author_sort | Javaid, Sabeen |
collection | PubMed |
description | The inevitable revolution of the Internet of Things (IoT) and its benefits can be witnessed everywhere. Two major issues related to IoT are the interoperability and the identification of trustworthy things. The proposed Context-Aware Trustworthy Social Web of Things System (CATSWoTS) addresses the interoperability issue by incorporating web technologies including Service Oriented Architecture where each thing plays the role of a service provider as well as a role of service consumer. The aspect of social web helps in getting recommendations from social relations. It was identified that the context dependency of trust along with Quality of Service (QoS) criteria, for identifying and recommending trustworthy Web of Things (WoT), require more attention. For this purpose, the parameters of context awareness and the constraints of QoS are considered. The research focuses on the idea of a user-centric system where the profiles of each thing (level of trustworthiness) are being maintained at a centralized level and at a distributed level as well. The CATSWoTS evaluates service providers based on the mentioned parameters and the constraints and then identifies a suitable service provider. For this, a rule-based collaborative filtering approach is used. The efficacy of CATSWoTS is evaluated with a specifically designed environment using a real QoS data set. The results showed that the proposed novel technique fills the gap present in the state of the art. It performed well by dynamically identifying and recommending trustworthy services as per the requirements of a service seeker. |
format | Online Article Text |
id | pubmed-6678804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66788042019-08-19 CATSWoTS: Context Aware Trustworthy Social Web of Things System Javaid, Sabeen Afzal, Hammad Arif, Fahim Iltaf, Naima Abbas, Haider Iqbal, Waseem Sensors (Basel) Article The inevitable revolution of the Internet of Things (IoT) and its benefits can be witnessed everywhere. Two major issues related to IoT are the interoperability and the identification of trustworthy things. The proposed Context-Aware Trustworthy Social Web of Things System (CATSWoTS) addresses the interoperability issue by incorporating web technologies including Service Oriented Architecture where each thing plays the role of a service provider as well as a role of service consumer. The aspect of social web helps in getting recommendations from social relations. It was identified that the context dependency of trust along with Quality of Service (QoS) criteria, for identifying and recommending trustworthy Web of Things (WoT), require more attention. For this purpose, the parameters of context awareness and the constraints of QoS are considered. The research focuses on the idea of a user-centric system where the profiles of each thing (level of trustworthiness) are being maintained at a centralized level and at a distributed level as well. The CATSWoTS evaluates service providers based on the mentioned parameters and the constraints and then identifies a suitable service provider. For this, a rule-based collaborative filtering approach is used. The efficacy of CATSWoTS is evaluated with a specifically designed environment using a real QoS data set. The results showed that the proposed novel technique fills the gap present in the state of the art. It performed well by dynamically identifying and recommending trustworthy services as per the requirements of a service seeker. MDPI 2019-07-12 /pmc/articles/PMC6678804/ /pubmed/31336818 http://dx.doi.org/10.3390/s19143076 Text en © 2019 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 Javaid, Sabeen Afzal, Hammad Arif, Fahim Iltaf, Naima Abbas, Haider Iqbal, Waseem CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title | CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title_full | CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title_fullStr | CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title_full_unstemmed | CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title_short | CATSWoTS: Context Aware Trustworthy Social Web of Things System |
title_sort | catswots: context aware trustworthy social web of things system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6678804/ https://www.ncbi.nlm.nih.gov/pubmed/31336818 http://dx.doi.org/10.3390/s19143076 |
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