Uma Revisão Sistemática sobre Descrição Semântica na Internet das Coisas

Henrique Gurgacz Almeida, Sean Siqueira


A Internet das Coisas (Internet of Things - IOT) está criando um ecossistema de objetos conectados à Internet, porém que são heterogêneos em termos de recursos, características, natureza, protocolos, ações e tecnologias. Neste cenário, a descrição das coisas (Thing Description - TD) mostra-se como uma alternativa para descrever de forma padronizada os objetos da IOT e permitir, entre outras possibilidades, uma melhor interoperabilidade. Visto o crescente interesse de pesquisa e as oportunidades de aplicação da TD, este trabalho apresenta uma revisão sistemática deste tema, visando identificar áreas de aplicação, técnicas, tecnologias e resultados com o uso da descrição das coisas. 324 trabalhos foram identificados, dos quais 46 foram selecionados para análise, os quais foram classificados em seis diferentes áreas.


Internet das Coisas; IOT; Descrição das Coisas; Descrição Semântica das Coisas

Texto completo:




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journal = {International Journal on Semantic Web and Information Systems},

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author = {Huang, C. Y. and Wu, C. H.},

journal = {ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},

number = {July},

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author = {Mathew, Sujith Samuel and Atif, Yacine and Sheng, Quan Z. and Maamar, Zakaria},

journal = {Proceedings - 2011 IEEE International Conferences on Internet of Things and Cyber, Physical and Social Computing, iThings/CPSCom 2011},

pages = {9--15},

title = {{Web of things: Description, discovery and integration}},

year = {2011}



author = {Jara, Antonio J. and Olivieri, Alex C. and Bocchi, Yann and Jung, Markus and Kastner, Wolfgang and Skarmeta, Antonio F.},

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title = {{Semantic Web of Things: an analysis of the application semantics for the IoT moving towards the IoT convergence}},

volume = {10},

year = {2014}



author = {Sebastian Kabisch and Darko Anicic},

journal = {. IoT Semantic Interoperability Workshop 2016},

title = {{Thing Description as Enabler of Semantic Interoperability on the Web of Things}},

year = {2016}



author = {Gupta, Reetu and Gupta, Rahul},

journal = {2016 Symposium on Colossal Data Analysis and Networking (CDAN)},

pages = {1--5},

title = {{ABC of Internet of Things: Advancements, benefits, challenges, enablers and facilities of IoT}},

year = {2016}



author = {Manate, Bogdan and Munteanu, Victor Ion and Fortis, Teodor Florin},

journal = {Proceedings - 2014 8th International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2014},

pages = {582--587},

title = {{Towards a smarter internet of things: Semantic visions}},

year = {2014}



author = {W3C},

title = {Thing Description,, Outubro-2016},

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author = {Datta, Soumya Kanti and Bonnet, Christian},

journal = {2016 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2016},

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year = {2016}



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author = {Christophe, Benoit},

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author = {Pignotti, Edoardo and Beran, Stanislav and Edwards, Peter},

journal = {Proceedings of the First International Conference on IoT in Urban Space},

pages = {56--61},

title = {{What Does This Device Do?}},

year = {2014}



author = {Celdr{'{a}}n, Alberto Huertas and Clemente, F{'{e}}lix J Garc{'{i}}a and P{'{e}}rez, Manuel Gil and P{'{e}}rez, Gregorio Mart{'{i}}nez},


pages = {1111--1124},

title = {{SeCoMan : A Semantic-Aware Policy Framework for Developing Privacy-Preserving and}},

volume = {10},

year = {2016}



author = {Pignotti, Edoardo and Edwards, Peter},

journal = {ASPI '13: Proceedings of the International Workshop on Adaptive Security},

title = {{Trusted tiny things: making the internet of things more transparent to users}},

year = {2013}



author = {Ara, Safina Showkat and Shamszaman, Zia Ush and Chong, Ilyoung},

journal = {International Journal of Distributed Sensor Networks},

publisher = {Hindawi Publishing Corporation},

title = {{Web-of-objects based user-centric semantic service composition methodology in the internet of things}},

volume = {2014},

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author = {Mingozzi, E. and Tanganelli, G. and Vallati, C. and Martinez, B. and Mendia, I. and Gonzalez-Rodriguez, M.},

booktitle = {2016 IEEE 17th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)},

publisher = {IEEE},

title = {{Semantic-based context modeling for quality of service support in IoT platforms}},

year = {2016}



author = {Zhou, Shuo and Liu, Ning and Li, Guan-yu and Shi, Yi-min},

journal = {8th International Symposium on Computational Intelligence and Design},

title = {{A Method for Service Dynamic Discovery Based on SOA4All Architecture in Semantic Web of Things}},

year = {2015}



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title = {{Service Integration in the Internet of Things}},

year = {2013}



author = {Fredj, Sameh Ben and Boussard, Mathieu and Kofman, Daniel and Noirie, Ludovic},

journal = {2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013},

pages = {403--410},

title = {{A scalable IoT service search based on clustering and aggregation}},

year = {2013}



author = {Gao, Feng and Derguech, Wassim},

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title = {{Ubiquitous service capability modeling and similarity based searching}},

year = {2013}



author = {Hur, Kangho and Chun, Sejin and Jin, Xiongnan and Lee, Kyong Ho},

journal = {Proceedings - 2015 IEEE World Congress on Services, SERVICES 2015},

title = {{Towards a Semantic Model for Automated Deployment of IoT Services across Platforms}},

year = {2015}



author = {Dai, Changying and Wang, Zhibin},

journal = {2010 2nd International Conference on E-Business and Information System Security, EBISS2010},

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title = {{Connecting IoT sensors to knowledge-based systems by transforming SenML to RDF}},

volume = {32},

year = {2014}



author = {Christophe, Benoit},

journal = {Proceedings - IEEE 6th International Conference on Semantic Computing, ICSC 2012},

pages = {93--100},

title = {{Managing massive data of the internet of things through cooperative semantic nodes}},

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author = {Hirmer, Pascal and Wieland, Matthias and Breitenb{"{u}}cher, Uwe and Mitschang, Bernhard},

journal = {28th International Conference on Advanced Information Systems Engineering},

pages = {13--17},

title = {{Automated Sensor Registration , Binding and Sensor Data Provisioning}},

volume = {6},

year = {2016}



author = {{Etel{"{a}}per{"{a}}, Matti; Giaffreda, Raffaele; Vecchio}, Massimo},

journal = {IEEE World Forum on Internet of Things},

pages = {520--525},

title = {{Improving Energy Efficiency in IoT with Re-configurable Virtual Objects}},

year = {2014}



author = {Chun, Sejin and Seo, Seungmin and Oh, Byungkook and Lee, Kyong Ho},

journal = {Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing, IEEE ICSC 2015},

title = {{Semantic description, discovery and integration for the Internet of Things}},

year = {2015}



author = {Yachir, Ali and Djamaa, Badis and Mecheti, Ahmed and Amirat, Yacine and Aissani, Mohamed},

journal = {Procedia Computer Science},

pages = {147--154},

publisher = {Elsevier Masson SAS},

title = {{A Comprehensive Semantic Model for Smart Object Description and Request Resolution in the Internet of Things}},

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year = {2016}



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booktitle = {14th International Semantic Web Conference},

pages = {241--258},

title = {{A Semantic Processing Framework for IoT-Enabled Communication Systems}},

year = {2015}



author = {Kotis, Konstantinos and Katasonov, Artem and Leino, Jarkko},

journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},

pages = {39--50},

title = {{Aligning smart and control entities in the IoT}},

year = {2012}



author = {De, Suparna and Barnaghi, Payam and Bauer, Martin and Meissner, Stefan},

journal = {2011 Federated Conference on Computer Science and Information Systems (FedCSIS)},

pages = {949--955},

title = {{Service modelling for the Internet of Things}},

year = {2011}



author = {Bovet, Gerome and Hennebert, Jean},

journal = {2014 6th International Conference on New Technologies, Mobility and Security - Proceedings of NTMS 2014 Conference and Workshops},

title = {{Distributed semantic discovery for web-of-things enabled smart buildings}},

year = {2014}



author = {Sulistyo, Selo and Prinz, Andreas},

journal = {15th International SDL Forum},

pages = {138--153},

title = {{PMG-Pro : A Model-Driven Development Method of Service-Based Applications}},

year = {2011}



author = {Alam, Sarfraz and Noll, Josef},

journal = {Proceedings - 2010 IEEE/ACM International Conference on Green Computing and Communications, GreenCom 2010, 2010 IEEE/ACM International Conference on Cyber, Physical and Social Computing, CPSCom 2010},

pages = {488--495},

title = {{A semantic enhanced service proxy framework for internet of things}},

year = {2010}



author = {Bao, Jianmin and Ding, Yiming and Hu, Haifeng},

journal = {2012 {{}IEEE{}} {{}International{}} {{}Conference{}} on {{}Computer{}} {{}Science{}} and {{}Automation{}} {{}Engineering{}} ({{}CSAE{}})},

pages = {22--26},

title = {{A new service selection algorithm in {{}USPIOT{}}}},

volume = {2},

year = {2012}



author = {Thoma, Matthias and Antonescu, Alexandru Florian and Mintsi, Theano and Braun, Torsten},

journal = {2013 9th International Wireless Communications and Mobile Computing Conference, IWCMC 2013},

keywords = {Business integration,Enterprise IT,Linked data,Service descriptions,Wireless sensor network,Wsn},

mendeley-groups = {ThingsDescription-RevisaoSistematica},

title = {{Linked services for M2M communication with Enterprise IT systems}},

year = {2013}



author = {Yang, Kun and Li, Shijian and Zhang, Li and Pan, Gang},

journal = {Proceedings - IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2010},

title = {{Semantic device bus for Internet of things}},

year = {2010}



author = {Cho, Gunhee and Chun, Sejin and Jin, Xiongnan and Lee, Kyong-Ho},

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title = {{Enhancing CoAP proxy for semantic composition and multicast communication}},

year = {2015}



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number = {3},

pages = {221--229},

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author = {Sahlmann, Kristina and Schwotzer, Thomas},

title = {{MOCAP : Towards the Semantic Web of Things}},

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author = {Khriyenko, Oleksiy and Terziyan, Vagan and Kaikova, Olena},

journal = {The Sixth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies},

title = {{User-assisted Semantic Interoperability in Internet of Things Visually-facilitated Ontology Alignment through Visually-enriched Ontology and Thing Descriptions}},

year = {2012}



author = {{Yongan, Guo; Hongbo, Zhu; Longxiang}, Yang},

journal = {China Communications},

number = {9},

title = {{Service-Oriented Network Virtualization Architecture for Internet of Things}},

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year = {2016}



author = {Charpenay, Victor and Kabisch, Sebastian and Anicic, Darko and Kosch, Harald},

journal = {Proceedings - 2015 5th International Conference on the Internet of Things, IoT 2015},

pages = {138--145},

title = {{An ontology design pattern for IoT device tagging systems}},

year = {2015}



author = {Wang, Wei and De, Suparna and Cassar, Gilbert and Moessner, Klaus},

journal = {Journal for Control, Measurement, Electronics, Computing and Communications},

number = {4},

title = {{Knowledge Representation in the Internet of Things : Semantic Modelling and its Applications}},

volume = {54},

year = {2013}


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iSys - Revista Brasileira de Sistemas de Informação - CESI/SBC
ISSN Eletrônico: 1984-2902