{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T05:26:20Z","timestamp":1769923580987,"version":"3.49.0"},"reference-count":48,"publisher":"Sociedade Brasileira de Computacao - SB","issue":"1","license":[{"start":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T00:00:00Z","timestamp":1557878400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T00:00:00Z","timestamp":1557878400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Internet Serv Appl"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1186\/s13174-019-0109-8","type":"journal-article","created":{"date-parts":[[2019,5,14]],"date-time":"2019-05-14T23:04:19Z","timestamp":1557875059000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["A semantic-based discovery service for the Internet of Things"],"prefix":"10.5753","volume":"10","author":[{"given":"Porf\u00edrio","family":"Gomes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2475-5075","authenticated-orcid":false,"given":"Everton","family":"Cavalcante","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thais","family":"Batista","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chantal","family":"Taconet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Denis","family":"Conan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sophie","family":"Chabridon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Flavia C.","family":"Delicato","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paulo F.","family":"Pires","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"3742","published-online":{"date-parts":[[2019,5,15]]},"reference":[{"key":"109_CR1","unstructured":"Object Management Group. Trading Object Service Specification Version 1.0. \n                    https:\/\/www.omg.org\/spec\/TRADE\/About-TRADE\/\n                    \n                  ."},{"issue":"1","key":"109_CR2","doi-asserted-by":"publisher","first-page":"17","DOI":"10.24178\/irjece.2017.3.1.17","volume":"3","author":"M Aziez","year":"2017","unstructured":"Aziez M, Benharzallah S, Bennoui H. A comparative analysis of service discovery approaches for the Internet of Things. Int Res J Electron Comput Eng. 2017; 3(1):17\u201322.","journal-title":"Int Res J Electron Comput Eng"},{"issue":"3","key":"109_CR3","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1109\/TSC.2010.3","volume":"3","author":"D Guinard","year":"2010","unstructured":"Guinard D, Trifa V, Karnouskos S, Spiess P, Savio D. Interacting with the SOA-based Internet of Things: Discovery, query, selection, and on-demand provisioning of Web services. IEEE Trans Serv Comput. 2010; 3(3):223\u201335.","journal-title":"IEEE Trans Serv Comput"},{"issue":"1","key":"109_CR4","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1007\/s13174-011-0021-3","volume":"2","author":"V Issarny","year":"2011","unstructured":"Issarny V, Georgantas N, Hachem S, Zarras A, Vassiliadist P, Autili M, et al.Service-oriented middleware for the Future Internet: State of the art and research directions. J Internet Serv Appl. 2011; 2(1):23\u201345.","journal-title":"J Internet Serv Appl"},{"key":"109_CR5","volume-title":"Proceedings of the Fourth Asia-Pacific Symposium on Internetware","author":"Q Wei","year":"2012","unstructured":"Wei Q, Jin Z. Service discovery for Internet of Things: A context-awareness perspective. In: Proceedings of the Fourth Asia-Pacific Symposium on Internetware. New York: ACM: 2012."},{"key":"109_CR6","volume-title":"Proceedings of the 2012 IEEE International Conference on Green Computing and Communications","author":"G Cassar","year":"2012","unstructured":"Cassar G, Barnaghi P, Wang W, Moessner K. A hybrid semantic matchmaker for IoT services. In: Proceedings of the 2012 IEEE International Conference on Green Computing and Communications. USA: IEEE: 2012. p. 210\u20136."},{"key":"109_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2012\/107041","volume":"2012","author":"F Paganelli","year":"2012","unstructured":"Paganelli F, Parlanti D. A DHT-based discovery service for the Internet of Things. J Comput Netw Commun. 2012; 2012:1\u201311.","journal-title":"J Comput Netw Commun"},{"issue":"5","key":"109_CR8","doi-asserted-by":"publisher","first-page":"508","DOI":"10.1109\/JIOT.2014.2358296","volume":"1","author":"S Cirani","year":"2014","unstructured":"Cirani S, Davoli L, Ferrari G, L\u00e9one R, Medagliani P, Picone M, et al.A scalable and self-configuring architecture for service discovery in the Internet of Things. IEEE Internet of Things J. 2014; 1(5):508\u201321.","journal-title":"IEEE Internet of Things J"},{"key":"109_CR9","volume-title":"Proceedings of the 2015 IEEE International Conference on Services Computing","author":"J Li","year":"2015","unstructured":"Li J, Zaman N, Li H. A decentralized locality-preserving context-aware service discovery framework for Internet of Things. In: Proceedings of the 2015 IEEE International Conference on Services Computing. USA: IEEE: 2015. p. 317\u201323."},{"key":"109_CR10","volume-title":"Proceedings of the 2015 IEEE International Conference on Consumer Electronics","author":"D Hussein","year":"2015","unstructured":"Hussein D, Park S, Crespi N. A cognitive context-aware approach for adaptives services provisioning in Social Internet of Things. In: Proceedings of the 2015 IEEE International Conference on Consumer Electronics. USA: IEEE: 2015. p. 192\u20133."},{"key":"109_CR11","volume-title":"Proceedings of the 15th International Conference on Engineering the Web in the Big Data Era. vol. 9114 of Lecture Notes in Computer Science","author":"HJ Jo","year":"2015","unstructured":"Jo HJ, Kwon JH, Ko IY. Distributed service discovery in mobile IoT environments using Hierarchical Bloom Filters In: Cimiano P, Frasincar F, Houben GJ, Schwabe D, editors. Proceedings of the 15th International Conference on Engineering the Web in the Big Data Era. vol. 9114 of Lecture Notes in Computer Science. Cham, Switzerland: Springer International Publishing: 2015. p. 498\u2013514."},{"key":"109_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-54247-8","volume-title":"Resource management for the Internet of Things. Cham","author":"FC Delicato","year":"2017","unstructured":"Delicato FC, Pires PF, Batista T. Resource management for the Internet of Things. Cham. Switzerland: Springer International Publishing AG; 2017."},{"key":"109_CR13","doi-asserted-by":"publisher","DOI":"10.1109\/ICOSC.2015.7050819","volume-title":"Semantic description, discovery and integration for the Internet of Things","author":"S Chun","year":"2015","unstructured":"Chun S, Seo S, Oh B, Lee KH. Semantic description, discovery and integration for the Internet of Things. USA: IEEE; 2015, pp. 272\u20135."},{"key":"109_CR14","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom.2012.20","volume-title":"A comprehensive ontology for knowledge representation in the Internet of Things","author":"W Wang","year":"2012","unstructured":"Wang W, De S, Toenjes R, Reetz E, Moessner K. A comprehensive ontology for knowledge representation in the Internet of Things. USA: IEEE; 2012, pp. 1793\u20138."},{"issue":"1","key":"109_CR15","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1109\/SURV.2013.042313.00197","volume":"16","author":"C Perera","year":"2014","unstructured":"Perera C, Zaslavsky A, Christen P, Georgakopoulos D. Context aware computing for the Internet of Things: A survey. IEEE Commun Surv Tutor. 2014; 16(1):414\u201354.","journal-title":"IEEE Commun Surv Tutor"},{"key":"109_CR16","volume-title":"Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops","author":"K Henricksen","year":"2004","unstructured":"Henricksen K, Indulska J. Modelling and using imperfect context information. In: Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops. USA: IEEE: 2004. p. 33\u201337."},{"key":"109_CR17","unstructured":"Buchholz T, K\u00fcpper A, Schiffers M. Quality of Context: What it is and why we need it. In: Proceedings of the 10th International Workshop of the OpenView University Association. Geneva: 2003. p. 1\u201314."},{"key":"109_CR18","volume-title":"Proceedings of the 8th International Conference on Ubiquitous Computing and Ambient Intelligence. vol. 8867 of Lecture Notes in Computer Science","author":"P Marie","year":"2014","unstructured":"Marie P, Desprats T, Chabridon S, Sibilla M. Extending Ambient Intelligence to the Internet of Things: New challenges for QoC management In: Herv\u00e1s R, Lee S, Nugent C, Bravo J, editors. Proceedings of the 8th International Conference on Ubiquitous Computing and Ambient Intelligence. vol. 8867 of Lecture Notes in Computer Science. Cham, Switzerland: Springer International Publishing: 2014. p. 224\u201331."},{"issue":"1","key":"109_CR19","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s12243-013-0387-2","volume":"69","author":"S Chabridon","year":"2014","unstructured":"Chabridon S, Laborde R, Desprats T, Oglaza A, Marie P, Marquez SM. A survey on addressing privacy together with quality of context for context management in the Internet of Things. Annals Telecommun. 2014; 69(1):47\u201362.","journal-title":"Annals Telecommun"},{"key":"109_CR20","volume-title":"A QoC-aware discovery service for the Internet of Things","year":"2016","unstructured":"Gomes P, Cavalcante E, Batista T, Taconet C, Chabridon S, Conan D, et al. In: Garc\u00eda CR, Caballero-Gil P, Burmester M, Quesada-Arencibia A, (eds).A QoC-aware discovery service for the Internet of Things. Cham, Switzerland: Springer International Publishing; 2016, pp. 344\u201355."},{"key":"109_CR21","volume-title":"Proceedings of the 2nd Workshop on Middleware for Context-Aware Applications in the IoT","author":"P Gomes","year":"2015","unstructured":"Gomes P, Cavalcante E, Rodrigues T, Batista T, Delicato FC, Pires PF. A federated discovery service for the Internet of Things. In: Proceedings of the 2nd Workshop on Middleware for Context-Aware Applications in the IoT. New York: ACM: 2015. p. 25\u201330."},{"issue":"2","key":"109_CR22","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1023\/B:WWWJ.0000017210.55153.3d","volume":"7","author":"C Schmidt","year":"2004","unstructured":"Schmidt C, Parashar M. A peer-to-peer approach to Web service discovery. World Wide Web. 2004; 7(2):211\u201329.","journal-title":"World Wide Web"},{"key":"109_CR23","doi-asserted-by":"crossref","unstructured":"Brambilla M, Umuhoza E, Acerbis R. Model-driven development of user interfaces for IoT systems via domain-specific components and patterns. J Internet Serv Appl. 2017; 8.","DOI":"10.1186\/s13174-017-0064-1"},{"key":"109_CR24","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019698","volume-title":"An evaluation of service discovery protocols in the Internet of Things","author":"C Cabrera","year":"2017","unstructured":"Cabrera C, Palade A, Clarke S. An evaluation of service discovery protocols in the Internet of Things. New York: ACM; 2017, pp. 469\u201376."},{"issue":"2","key":"109_CR25","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1145\/857076.857078","volume":"35","author":"PT Eugster","year":"2003","unstructured":"Eugster PT, Felber PA, Guerraoui R, Kermarrec AM. The many faces of publish\/subscribe. ACM Comput Surv. 2003; 35(2):114\u201331.","journal-title":"ACM Comput Surv"},{"key":"109_CR26","volume-title":"Proceedings of the 2014 International Conference on Collaboration Technologies and Systems","author":"L Spalazzi","year":"2014","unstructured":"Spalazzi L, Taccari G, Bernardini A. An Internet of Things ontology for earthquake emergency evaluation and response. In: Proceedings of the 2014 International Conference on Collaboration Technologies and Systems. USA: IEEE: 2014. p. 528\u201334."},{"key":"109_CR27","unstructured":"Barnaghi P, et al. Semantic Sensor Network XG Final Report. \n                    http:\/\/www.w3.org\/2005\/Incubator\/ssn\/XGR-ssn-20110628\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR28","volume-title":"Ontologies for agents: Theory and experiences. Whitestein Series in Software Agent Technologies","author":"H Chen","year":"2005","unstructured":"Chen H, Finin T, Joshi A. The SOUPA ontology for Pervasive Computing In: Tamma V, Cranefield S, Finin TW, Willmott S, editors. Ontologies for agents: Theory and experiences. Whitestein Series in Software Agent Technologies. Birkh\u00e4user Basel: Cham, Switzerland: 2005. p. 233\u201358."},{"key":"109_CR29","volume-title":"Proceedings of the First International Workshop on Semantic Web Services and Web Process Composition. vol. 3387 of Lecture Notes in Computer Science","author":"D Martin","year":"2005","unstructured":"Martin D, et al. Bringing semantics to Web services: The OWL-S approach In: Cardoso J, Sheth A, editors. Proceedings of the First International Workshop on Semantic Web Services and Web Process Composition. vol. 3387 of Lecture Notes in Computer Science. Germany: Springer Berlin Heidelberg: 2005. p. 26\u201342."},{"key":"109_CR30","volume-title":"Context in Computing: A cross-disciplinary approach for modeling the real world","author":"P Marie","year":"2014","unstructured":"Marie P, Desprats T, Chabridon S, Sibilla M. The QoCIM Framework: Concepts and tools for Quality of Context management In: Br\u00e9zillon P, Gonzalez AJ, editors. Context in Computing: A cross-disciplinary approach for modeling the real world. USA: Springer New York: 2014. p. 155\u201372."},{"key":"109_CR31","unstructured":"World Wide Web Consortium (W3C). SPARQL Query Language for RDF. \n                    https:\/\/www.w3.org\/TR\/sparql11-overview\/\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR32","volume-title":"Proceedings of the 6th International Conference on the Internet of Things","author":"A Br\u00f6ring","year":"2016","unstructured":"Br\u00f6ring A, Datta SK, Bonnet C. A categorization of discovery technologies for the Internet of Things. In: Proceedings of the 6th International Conference on the Internet of Things. New York: ACM: 2016. p. 131\u20139."},{"key":"109_CR33","unstructured":"Apache Software Foundation. Jena: A free and open source Java framework for building Semantic Web and Linked Data applications. \n                    https:\/\/jena.apache.org\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR34","unstructured":"Apache Software Foundation. Apache Jena Fuseki. \n                    https:\/\/jena.apache.org\/documentation\/fuseki2\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR35","unstructured":"Selva A. Moquette MQTT broker. \n                    http:\/\/moquette.io\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR36","unstructured":"Apache Software Foundation. Apache JMeter. \n                    http:\/\/jmeter.apache.org\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR37","volume-title":"Distributed systems: Concepts and design","author":"G Coulouris","year":"2012","unstructured":"Coulouris G, Dollimore J, Kindberg T, Blair G. Distributed systems: Concepts and design, 5th ed. Boston: Addison-Wesley\/Pearson Education, Inc.; 2012."},{"key":"109_CR38","unstructured":"Muhammad H. htop - An interactive process viewer for Unix. \n                    http:\/\/hisham.hm\/htop\/\n                    \n                  . Accessed Dec 2018."},{"key":"109_CR39","volume-title":"Proceedings of the 14th IEEE International Conference on Automation Science and Engineering","author":"P Sommer","year":"2018","unstructured":"Sommer P, Schellroth F, Fischer MT, Schlechtendahl J. Message-oriented middleware for industrial production systems. In: Proceedings of the 14th IEEE International Conference on Automation Science and Engineering. USA: IEEE: 2018. p. 1217\u201323."},{"key":"109_CR40","volume-title":"Proceedings of the 14th International Conference on Service-Oriented Computing. vol. 9936 of Lecture Notes in Computer Science","author":"V Issarny","year":"2016","unstructured":"Issarny V, Bouloukakis G, Georgantas N, Billet B. Revisiting Service-Oriented Architecture for the IoT: A middleware perspective In: Sheng QZ, Stroulia E, Tata S, Bhiri S, editors. Proceedings of the 14th International Conference on Service-Oriented Computing. vol. 9936 of Lecture Notes in Computer Science. Cham, Switzerland: Springer International Publishing: 2016. p. 3\u201317."},{"key":"109_CR41","volume-title":"Proceedings of the 6th International Conference on Internet and Distributed Computing Systems. vol. 8223 of Lecture Notes in Computer Science","author":"G Fortino","year":"2013","unstructured":"Fortino G, Lackovic M, Russo W, Trunfio P. A discovery service for smart objects over an agent-based middleware In: Pathan M, Wei G, Fortino G, editors. Proceedings of the 6th International Conference on Internet and Distributed Computing Systems. vol. 8223 of Lecture Notes in Computer Science. Germany: Springer Berlin Heidelberg: 2013. p. 281\u201393."},{"key":"109_CR42","volume-title":"Proceedings of the 3rd IEEE World Forum on Internet of Things","author":"A Kamilaris","year":"2016","unstructured":"Kamilaris A, Yumusak S, Ali MI. WOTS2E: A search engine for a Semantic Web of Things. In: Proceedings of the 3rd IEEE World Forum on Internet of Things. USA: IEEE: 2016. p. 436\u201341."},{"key":"109_CR43","volume-title":"Proceedings of the 12th International Conference on Intelligent Computer Communication and Processing","author":"S Chirila","year":"2016","unstructured":"Chirila S, Lemnaru C, Dinsoreanu M. Semantic-based IoT device discovery and recommendation mechanism. In: Proceedings of the 12th International Conference on Intelligent Computer Communication and Processing. USA: IEEE: 2016. p. 111\u20136."},{"issue":"3","key":"109_CR44","first-page":"3084","volume":"8","author":"CP Vandana","year":"2016","unstructured":"Vandana CP, Chikkamannur AA. Study of resource discovery trends in Internet of Things (IoT). Int J Adv Netw Appl. 2016; 8(3):3084\u20139.","journal-title":"Int J Adv Netw Appl"},{"key":"109_CR45","volume-title":"Proceedings of the 2012 IEEE International Conference on Green Computing and Communications","author":"G Ketema","year":"2012","unstructured":"Ketema G, Hoebeke J, Moerman I, Demeester P, Tao LS, Jara AJ. Efficiently observing Internet of Things resources. In: Proceedings of the 2012 IEEE International Conference on Green Computing and Communications. USA: IEEE: 2012. p. 446\u20139."},{"key":"109_CR46","volume-title":"Proceedings of the 14th IEEE International Conference on Mobile Data Management","author":"C Perera","year":"2013","unstructured":"Perera C, Zaslavsky A, Christen P, Compton M, search GeorgakopoulosD. Context-awaresensor. selection and ranking model for Internet of Things middleware. In: Proceedings of the 14th IEEE International Conference on Mobile Data Management. USA: IEEE: 2013. p. 314\u201322."},{"issue":"7","key":"109_CR47","doi-asserted-by":"publisher","first-page":"3528","DOI":"10.1016\/j.eswa.2014.11.058","volume":"42","author":"W Wang","year":"2015","unstructured":"Wang W, Deb S, Cassarc G, Moessner K. An experimental study on geospatial indexing for sensor service discovery. Expert Syst Appl. 2015; 42(7):3528\u201338.","journal-title":"Expert Syst Appl"},{"key":"109_CR48","volume-title":"Proceedings of the 25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication.","author":"SB Fredj","year":"2014","unstructured":"Fredj SB, Boussard M, Kofman D, Noirie L. Efficient semantic-based IoT service discovery mechanism for dynamic environments. In: Proceedings of the 25th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communication.USA: IEEE: 2014. p. 2088\u201392."}],"container-title":["Journal of Internet Services and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13174-019-0109-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13174-019-0109-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13174-019-0109-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,9]],"date-time":"2022-02-09T22:15:24Z","timestamp":1644444924000},"score":1,"resource":{"primary":{"URL":"https:\/\/jisajournal.springeropen.com\/articles\/10.1186\/s13174-019-0109-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,15]]},"references-count":48,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,12]]}},"alternative-id":["109"],"URL":"https:\/\/doi.org\/10.1186\/s13174-019-0109-8","relation":{},"ISSN":["1867-4828","1869-0238"],"issn-type":[{"value":"1867-4828","type":"print"},{"value":"1869-0238","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5,15]]},"assertion":[{"value":"5 September 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 May 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"10"}}