Derechos de autor 2020 Investigación e Innovación en Ingenierías
Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.
La Búsqueda de Interacción Semántica en la Web de las Cosas: Una Revisión
Corresponding Author(s) : Miguel Ángel Niño-Zambrano
Investigación e Innovación en Ingenierías,
Vol. 8 Núm. 3 (2020): Numero especial - XV Jornadas iberoamericanas de Ingeniería de Software e Ingeniería del Conocimiento - JIISIC 2020
Resumen
Objetivo: Presentar un estado del arte alrededor de problemas que surgen al crear servicios complejos de interacción entre sensores en la Web, como: descubrimiento automático, combinación de datos heterogéneos, coordinación y cooperación entre sensores, solucionados con el desarrollo de middlewares semánticos para la Web de las Cosas, sin lograr una cooperación transparente entre ellos, profundizando en aportes en la interacción máquina a máquina. Metodología: La investigación fue de tipo documental a través de un análisis bibliográfico de los últimos 12 años, identificando núcleos temáticos, criterios de selección, fichas descriptivas y realizando abstracción de estas para su desarrollo. Resultados y conclusiones: Los resultados exhiben por núcleo temático las principales componentes del tema, permitiendo una discusión alrededor de los retos por resolver en esta área de investigación, analizando enfoques presentes en el estado actual del conocimiento relacionados con la interacción semántica de la Web de las cosas (WoT).
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- N. Sekkal, S. M. Benslimane, M. Mrissa, C. Y. Park, and B. Boudaa, "Proactive and reactive context reasoning architecture for smart web services," (in English), International Journal of Data Mining, Modelling and Management, Article vol. 12, no. 1, pp. 1-27, 2020.
- M. Imran, S. Jabbar, N. Chilamkurti, and J. J. P. C. Rodrigues, "Enabling technologies for Social Internet of Things," Future Generation Computer Systems, vol. 92, pp. 715-717, 2019/03/01/ 2019.
- S. Rho and Y. Chen, "Social Internet of Things: Applications, architectures and protocols," Future Generation Computer Systems, vol. 92, pp. 959-960, 2019/03/01/ 2019.
- M. Blackstock, R. Lea, and A. Friday, "Uniting online social networks with places and things," presented at the Proceedings of the Second International Workshop on Web of Things, San Francisco, California, 2011.
- L. Atzori, A. Iera, G. Morabito, and M. Nitti, "The Social Internet of Things (SIoT) – When social networks meet the Internet of Things: Concept, architecture and network characterization," Computer Networks, vol. 56, no. 16, pp. 3594-3608, 2012/11/14/ 2012.
- A. Pintus, D. Carboni, and A. Piras, "Paraimpu: a platform for a social web of things," presented at the Proceedings of the 21st international conference companion on World Wide Web, Lyon, France, 2012.
- C. Perera, P. Jayaraman, A. Zaslavsky, P. Christen, and D. Georgakopoulos, "Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments," Big Data and Internet of Things: A Roadmap for Smart Environments, Studies in Computational Intelligence book series, Springer Berlin Heidelberg, 2014.
- C. E. Serrano, "Modelo para la Investigación Documental," in Modelo Integral para el Profesional en Ingeniería, U. d. Cauca, Ed. Popayán, 2008.
- K. N. Prashanth Kumar, V. Ravi Kumar, and K. Raghuveer, "A Survey on Semantic Web Technologies for the Internet of Things," in International Conference on Current Trends in Computer, Electrical, Electronics and Communication, CTCEEC 2017, ed: Institute of Electrical and Electronics Engineers Inc., 2018, pp. 316-322.
- P. Desai, A. Sheth, and P. Anantharam, "Semantic Gateway as a Service architecture for IoT Interoperability," arXiv.org, p. 16, 10/2014. Accessed on: 16/11/2014
- E. Kosmatos and N. Tselikas, Integrating RFIDs and Smart Objects into a Unified Internet of Things Architecture. scirp.org, 2011.
- S. Hachem, T. Teixeira, and V. Issarny, "Ontologies for the Internet of Things," Proceedings of the 8th Middleware Doctoral Symposium, 2011.
- G. Biamino, "A Semantic Model for Socially Aware Objects," Advances in Internet of Things, 2012.
- M. Compton et al., "The SSN ontology of the W3C semantic sensor network incubator group," Web Semantics: Science, 2012.
- H. M. Chen, H. L. Shi, M. Li, and L. Cui, "Service Middleware for Internet of Things: Challenges and Approaches," (in Chinese), Jisuanji Xuebao/Chinese Journal of Computers, Review vol. 40, no. 8, pp. 1725-1749, 2017.
- A. Benayache, A. Bilami, S. Barkat, P. Lorenz, and H. Taleb, "MsM: A microservice middleware for smart WSN-based IoT application," (in English), Journal of Network and Computer Applications, Article vol. 144, pp. 138-154, 2019.
- J. Wan, D. Li, C. Zou, and K. Zhou, "M2M Communications for Smart City: An Event-Based Architecture," in Computer and Information Technology (CIT), 2012 IEEE 12th International Conference on, 2012, pp. 895-900.
- D. Ajitomi, H. Kawazoe, K. Minami, and N. Esaka, "A Cost-Effective Method to Keep Availability of Many Cloud-Connected Devices," 2015, pp. 1-8: Institute of Electrical and Electronics Engineers Inc.
- C. Zhang, C. Cheng, and Y. Ji, "Architecture design for social web of things," presented at the Proceedings of the 1st International Workshop on Context Discovery and Data Mining, Beijing, China, 2012.
- M. Compton et al., "The SSN ontology of the W3C semantic sensor network incubator group," Web Semantics: Science, Services and Agents on the World Wide Web, no. 0, 2012.
- D. Guinard, C. Floerkemeier, and S. Sarma, "Cloud computing, rest and mashups to simplify rfid application development and deployment," Proceedings of the 2nd International Workshop on the Web of Things (WoT 2011), 2011.
- M. Vega-Barbas, D. Casado-Mansilla, M. A. Valero, D. Lopez-de-Ipina, J. Bravo, and F. Florez, "Smart Spaces and Smart Objects Interoperability Architecture (S3OiA)," in Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2012 Sixth International Conference on, 2012, pp. 725-730.
- S. Heesuk, H. Seungwook, and L. Dongman, "Contextual Information Provision on Augmented Reality with IoT-Based Semantic Communication," in Ubiquitous Virtual Reality (ISUVR), 2012 International Symposium on, 2012, pp. 46-49.
- C. Perera, A. Zaslavsky, C. H. Liu, M. Compton, P. Christen, and D. Georgakopoulos, Sensor search techniques for sensing as a service architecture for the internet of things. ieeexplore.ieee.org, 2013.
- R. Mahmoud, T. Yousuf, F. Aloul, and I. Zualkernan, "Internet of things (IoT) security: Current status, challenges and prospective measures," 2016, pp. 336-341: Institute of Electrical and Electronics Engineers Inc.
- M. Chiang and T. Zhang, "Fog and IoT: An Overview of Research Opportunities," (in English), IEEE Internet of Things Journal, Review vol. 3, no. 6, pp. 854-864, 2016, Art. no. 7498684.
- Y. Yang, L. Wu, G. Yin, L. Li, and H. Zhao, "A Survey on Security and Privacy Issues in Internet-of-Things," (in English), IEEE Internet of Things Journal, Article vol. 4, no. 5, pp. 1250-1258, 2017, Art. no. 7902207.
- M. B. Yassein, M. Q. Shatnawi, S. Aljwarneh, and R. Al-Hatmi, "Internet of Things: Survey and open issues of MQTT protocol," 2018, vol. 2018-January, pp. 1-6: Institute of Electrical and Electronics Engineers Inc.
- S. K. Lo, C. S. Liew, K. S. Tey, and S. Mekhilef, "An interoperable component-based architecture for data-driven IoT system," (in English), Sensors (Switzerland), Article vol. 19, no. 20, 2019, Art. no. 4354.
- C. Perera, P. Jayaraman, A. Zaslavsky, P. Christen, and D. Georgakopoulos, "Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments," Big Data and Internet of Things: A Roadmap for Smart Environments, Studies in Computational Intelligence book series, Springer Berlin Heidelberg, 2013.
- A. Mishra, S. Karmakar, A. Bose, and A. Dutta, "Design and development of IoT-based latency-optimized augmented reality framework in home automation and telemetry for smart lifestyle," Journal of Reliable Intelligent Environments, Article 2020.
- J. Lin, W. Yu, N. Zhang, X. Yang, H. Zhang, and W. Zhao, "A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications," IEEE Internet of Things Journal, Article vol. 4, no. 5, pp. 1125-1142, 2017, Art. no. 7879243.
- P. Kostelník, M. Sarnovský, and K. Furdík, "The Semantic Middleware for Networked Embedded Systems Applied in the Internet of Things and Services Domain," Scalable Computing: Practice and Experience, vol. 12, no. 3, 2011.
- T. Teixeira, S. Hachem, V. Issarny, and N. Georgantas, "Service oriented middleware for the internet of things: A perspective," in Towards a Service-Based Internet 4th European Conference, ServiceWave 2011, Poznan, Poland., 2011, 1 cites: http://scholar.google.com/scholar?cites=3865235688391678588&as_sdt=2005&sciodt=0,5&hl=en&num=100Query date: 2012-03-25: Springer.
- M. Vega-Barbas, D. Casado-Mansilla, and J. R. Velasco, "S3OiA: Propuesta de Arquitectura para la Interoperabilidad en la Internet de las Cosas," in X Jornadas de Ingeniería Telemática - JITEL 2011, Santander, España, 2011, Query date: 2012-09-18.
- W. Wang, S. De, R. Toenjes, E. Reetz, and K. Moessner, "A Comprehensive Ontology for Knowledge Representation in the Internet of Things," in IEEE 11th International Conference onTrust, Security and Privacy in Computing and Communications (TrustCom-2012), 2012, pp. 1793-1798.
- L. Yao, "A Propagation Model for Integrating Web of Things and Social Networks," presented at the Service-Oriented Computing - ICSOC 2011 Workshops, 2012/01/01, 2012. Available: http://dx.doi.org/10.1007/978-3-642-31875-7_28
- F. Razzak, "The role of semantic web technologies in smart environments," porto.polito.it, 2013.
- C. Aggarwal and T. Abdelzaher, "Social Sensing," in Managing and Mining Sensor Data, 2013.
- D. Androcec and N. Vrcek, "Thing as a service interoperability: Review and framework proposal," 2016, pp. 309-316: Institute of Electrical and Electronics Engineers Inc.
- S. De, Y. Zhou, and K. Moessner, "Ontologies and context modeling for the Web of Things," in Managing the Web of Things: Linking the Real World to the Web: Elsevier Inc., 2017, pp. 3-36.
- A. K. Akanbi and M. Masinde, "Semantic interoperability middleware architecture for heterogeneous environmental data sources," 2018: Institute of Electrical and Electronics Engineers Inc.
- S. K. Thota and T. S. Mahalakshmi, "A semantic based terms relation research for classification in web information mining," (in English), International Journal of Recent Technology and Engineering, Article vol. 8, no. 2, pp. 5275-5280, 2019.
- D. Gil, M. Johnsson, H. Mora, and J. Szymański, "Review of the Complexity of Managing Big Data of the Internet of Things," (in English), Complexity, Review vol. 2019, 2019, Art. no. 4592902.
- M. Kolchin et al., "Ontologies for web of things: A pragmatic review," vol. 518, P. Klinov and D. Mouromtsev, Eds., ed: Springer Verlag, 2015, pp. 102-116.
- D. C. Yaccirema Vargas, "Arquitectura de Interoperbilidad De Dispositivos Físicos Para el Internet de la Cosas (IoT)," PhD Doctoral Thesis, Departamento de Comunicaciones, Universidad Politecnica de Valencia, Valencia, España, 2019.
- S. Mishra and S. Jain, "Ontologies as a semantic model in IoT," International Journal of Computers and Applications, Article vol. 42, no. 3, pp. 233-243, 2020.
- B. Guo, D. Zhang, Z. Yu, Y. Liang, Z. Wang, and X. Zhou, "From the internet of things to embedded intelligence," (in English), World Wide Web, pp. 1-22, 2012.
- W. Wang, D. Suprama, G. Cassar, and K. Moessner, "Knowledge Representation in the Internet of Things: Semantic Modelling and its Applications," Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications, vol. 54, pp. 388-400, 2013.
- A. Uttama, C. Sarkar, V. Prasad, and A. Rahim, "A unified semantic knowledge base for IoT," in Internet of Things (WF-IoT), 2014 IEEE World Forum on, ed, 2014, pp. 575-580.
- N. Junior, R. P. C. Nascimento, E. Souto, R. Aschoff, and W. Sousa, "A visual approach for the definition of behavior in environments for internet of things," 2017, pp. 381-388: Association for Computing Machinery, Inc.
- R. Indra and M. Thangaraj, "An integrated recommender system using semantic web with social tagging system," (in English), International Journal on Semantic Web and Information Systems, Article vol. 15, no. 2, pp. 47-67, 2019.
- S. Ojagh, M. R. Malek, S. Saeedi, and S. Liang, "A location-based orientation-aware recommender system using IoT smart devices and Social Networks," (in English), Future Generation Computer Systems, Article vol. 108, pp. 97-118, 2020.
- Z. Sayah, O. Kazar, B. Lejdel, A. Laouid, and A. Ghenabzia, "An intelligent system for energy management in smart cities based on big data and ontology," (in English), Smart and Sustainable Built Environment, Article 2020.
- A. Pintus, D. Carboni, and A. Piras, "The anatomy of a large scale social web for internet enabled objects," presented at the Proceedings of the Second International Workshop on Web of Things, San Francisco, California, 2011.
- Z. Zhang, T. He, M. Zhu, Q. Shi, and C. Lee, "Smart Triboelectric Socks for Enabling Artificial Intelligence of Things (AIoT) Based Smart Home and Healthcare," 2020, vol. 2020-January, pp. 80-83: Institute of Electrical and Electronics Engineers Inc.
- P. S. Chiu, J. W. Chang, M. C. Lee, C. H. Chen, and D. S. Lee, "Enabling intelligent environment by the design of emotionally aware virtual assistant: A case of smart campus," (in English), IEEE Access, Article vol. 8, pp. 62032-62041, 2020, Art. no. 9050793.
- C. C. Chen, "Incorporating smart technologies and resilience into healthy living environment designs," (in Chinese), Journal of Nursing, Article vol. 66, no. 3, pp. 23-28, 2019.
- Y. J. Lin et al., "An intelligent stethoscope with ECG and heart sound synchronous display," 2019, vol. 2019-May: Institute of Electrical and Electronics Engineers Inc.
- M. Zhu et al., "Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications," Science Advances, Article vol. 6, no. 19, 2020, Art. no. eaaz8693.
Referencias
N. Sekkal, S. M. Benslimane, M. Mrissa, C. Y. Park, and B. Boudaa, "Proactive and reactive context reasoning architecture for smart web services," (in English), International Journal of Data Mining, Modelling and Management, Article vol. 12, no. 1, pp. 1-27, 2020.
M. Imran, S. Jabbar, N. Chilamkurti, and J. J. P. C. Rodrigues, "Enabling technologies for Social Internet of Things," Future Generation Computer Systems, vol. 92, pp. 715-717, 2019/03/01/ 2019.
S. Rho and Y. Chen, "Social Internet of Things: Applications, architectures and protocols," Future Generation Computer Systems, vol. 92, pp. 959-960, 2019/03/01/ 2019.
M. Blackstock, R. Lea, and A. Friday, "Uniting online social networks with places and things," presented at the Proceedings of the Second International Workshop on Web of Things, San Francisco, California, 2011.
L. Atzori, A. Iera, G. Morabito, and M. Nitti, "The Social Internet of Things (SIoT) – When social networks meet the Internet of Things: Concept, architecture and network characterization," Computer Networks, vol. 56, no. 16, pp. 3594-3608, 2012/11/14/ 2012.
A. Pintus, D. Carboni, and A. Piras, "Paraimpu: a platform for a social web of things," presented at the Proceedings of the 21st international conference companion on World Wide Web, Lyon, France, 2012.
C. Perera, P. Jayaraman, A. Zaslavsky, P. Christen, and D. Georgakopoulos, "Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments," Big Data and Internet of Things: A Roadmap for Smart Environments, Studies in Computational Intelligence book series, Springer Berlin Heidelberg, 2014.
C. E. Serrano, "Modelo para la Investigación Documental," in Modelo Integral para el Profesional en Ingeniería, U. d. Cauca, Ed. Popayán, 2008.
K. N. Prashanth Kumar, V. Ravi Kumar, and K. Raghuveer, "A Survey on Semantic Web Technologies for the Internet of Things," in International Conference on Current Trends in Computer, Electrical, Electronics and Communication, CTCEEC 2017, ed: Institute of Electrical and Electronics Engineers Inc., 2018, pp. 316-322.
P. Desai, A. Sheth, and P. Anantharam, "Semantic Gateway as a Service architecture for IoT Interoperability," arXiv.org, p. 16, 10/2014. Accessed on: 16/11/2014
E. Kosmatos and N. Tselikas, Integrating RFIDs and Smart Objects into a Unified Internet of Things Architecture. scirp.org, 2011.
S. Hachem, T. Teixeira, and V. Issarny, "Ontologies for the Internet of Things," Proceedings of the 8th Middleware Doctoral Symposium, 2011.
G. Biamino, "A Semantic Model for Socially Aware Objects," Advances in Internet of Things, 2012.
M. Compton et al., "The SSN ontology of the W3C semantic sensor network incubator group," Web Semantics: Science, 2012.
H. M. Chen, H. L. Shi, M. Li, and L. Cui, "Service Middleware for Internet of Things: Challenges and Approaches," (in Chinese), Jisuanji Xuebao/Chinese Journal of Computers, Review vol. 40, no. 8, pp. 1725-1749, 2017.
A. Benayache, A. Bilami, S. Barkat, P. Lorenz, and H. Taleb, "MsM: A microservice middleware for smart WSN-based IoT application," (in English), Journal of Network and Computer Applications, Article vol. 144, pp. 138-154, 2019.
J. Wan, D. Li, C. Zou, and K. Zhou, "M2M Communications for Smart City: An Event-Based Architecture," in Computer and Information Technology (CIT), 2012 IEEE 12th International Conference on, 2012, pp. 895-900.
D. Ajitomi, H. Kawazoe, K. Minami, and N. Esaka, "A Cost-Effective Method to Keep Availability of Many Cloud-Connected Devices," 2015, pp. 1-8: Institute of Electrical and Electronics Engineers Inc.
C. Zhang, C. Cheng, and Y. Ji, "Architecture design for social web of things," presented at the Proceedings of the 1st International Workshop on Context Discovery and Data Mining, Beijing, China, 2012.
M. Compton et al., "The SSN ontology of the W3C semantic sensor network incubator group," Web Semantics: Science, Services and Agents on the World Wide Web, no. 0, 2012.
D. Guinard, C. Floerkemeier, and S. Sarma, "Cloud computing, rest and mashups to simplify rfid application development and deployment," Proceedings of the 2nd International Workshop on the Web of Things (WoT 2011), 2011.
M. Vega-Barbas, D. Casado-Mansilla, M. A. Valero, D. Lopez-de-Ipina, J. Bravo, and F. Florez, "Smart Spaces and Smart Objects Interoperability Architecture (S3OiA)," in Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2012 Sixth International Conference on, 2012, pp. 725-730.
S. Heesuk, H. Seungwook, and L. Dongman, "Contextual Information Provision on Augmented Reality with IoT-Based Semantic Communication," in Ubiquitous Virtual Reality (ISUVR), 2012 International Symposium on, 2012, pp. 46-49.
C. Perera, A. Zaslavsky, C. H. Liu, M. Compton, P. Christen, and D. Georgakopoulos, Sensor search techniques for sensing as a service architecture for the internet of things. ieeexplore.ieee.org, 2013.
R. Mahmoud, T. Yousuf, F. Aloul, and I. Zualkernan, "Internet of things (IoT) security: Current status, challenges and prospective measures," 2016, pp. 336-341: Institute of Electrical and Electronics Engineers Inc.
M. Chiang and T. Zhang, "Fog and IoT: An Overview of Research Opportunities," (in English), IEEE Internet of Things Journal, Review vol. 3, no. 6, pp. 854-864, 2016, Art. no. 7498684.
Y. Yang, L. Wu, G. Yin, L. Li, and H. Zhao, "A Survey on Security and Privacy Issues in Internet-of-Things," (in English), IEEE Internet of Things Journal, Article vol. 4, no. 5, pp. 1250-1258, 2017, Art. no. 7902207.
M. B. Yassein, M. Q. Shatnawi, S. Aljwarneh, and R. Al-Hatmi, "Internet of Things: Survey and open issues of MQTT protocol," 2018, vol. 2018-January, pp. 1-6: Institute of Electrical and Electronics Engineers Inc.
S. K. Lo, C. S. Liew, K. S. Tey, and S. Mekhilef, "An interoperable component-based architecture for data-driven IoT system," (in English), Sensors (Switzerland), Article vol. 19, no. 20, 2019, Art. no. 4354.
C. Perera, P. Jayaraman, A. Zaslavsky, P. Christen, and D. Georgakopoulos, "Context-Aware Dynamic Discovery and Configuration of 'Things' in Smart Environments," Big Data and Internet of Things: A Roadmap for Smart Environments, Studies in Computational Intelligence book series, Springer Berlin Heidelberg, 2013.
A. Mishra, S. Karmakar, A. Bose, and A. Dutta, "Design and development of IoT-based latency-optimized augmented reality framework in home automation and telemetry for smart lifestyle," Journal of Reliable Intelligent Environments, Article 2020.
J. Lin, W. Yu, N. Zhang, X. Yang, H. Zhang, and W. Zhao, "A Survey on Internet of Things: Architecture, Enabling Technologies, Security and Privacy, and Applications," IEEE Internet of Things Journal, Article vol. 4, no. 5, pp. 1125-1142, 2017, Art. no. 7879243.
P. Kostelník, M. Sarnovský, and K. Furdík, "The Semantic Middleware for Networked Embedded Systems Applied in the Internet of Things and Services Domain," Scalable Computing: Practice and Experience, vol. 12, no. 3, 2011.
T. Teixeira, S. Hachem, V. Issarny, and N. Georgantas, "Service oriented middleware for the internet of things: A perspective," in Towards a Service-Based Internet 4th European Conference, ServiceWave 2011, Poznan, Poland., 2011, 1 cites: http://scholar.google.com/scholar?cites=3865235688391678588&as_sdt=2005&sciodt=0,5&hl=en&num=100Query date: 2012-03-25: Springer.
M. Vega-Barbas, D. Casado-Mansilla, and J. R. Velasco, "S3OiA: Propuesta de Arquitectura para la Interoperabilidad en la Internet de las Cosas," in X Jornadas de Ingeniería Telemática - JITEL 2011, Santander, España, 2011, Query date: 2012-09-18.
W. Wang, S. De, R. Toenjes, E. Reetz, and K. Moessner, "A Comprehensive Ontology for Knowledge Representation in the Internet of Things," in IEEE 11th International Conference onTrust, Security and Privacy in Computing and Communications (TrustCom-2012), 2012, pp. 1793-1798.
L. Yao, "A Propagation Model for Integrating Web of Things and Social Networks," presented at the Service-Oriented Computing - ICSOC 2011 Workshops, 2012/01/01, 2012. Available: http://dx.doi.org/10.1007/978-3-642-31875-7_28
F. Razzak, "The role of semantic web technologies in smart environments," porto.polito.it, 2013.
C. Aggarwal and T. Abdelzaher, "Social Sensing," in Managing and Mining Sensor Data, 2013.
D. Androcec and N. Vrcek, "Thing as a service interoperability: Review and framework proposal," 2016, pp. 309-316: Institute of Electrical and Electronics Engineers Inc.
S. De, Y. Zhou, and K. Moessner, "Ontologies and context modeling for the Web of Things," in Managing the Web of Things: Linking the Real World to the Web: Elsevier Inc., 2017, pp. 3-36.
A. K. Akanbi and M. Masinde, "Semantic interoperability middleware architecture for heterogeneous environmental data sources," 2018: Institute of Electrical and Electronics Engineers Inc.
S. K. Thota and T. S. Mahalakshmi, "A semantic based terms relation research for classification in web information mining," (in English), International Journal of Recent Technology and Engineering, Article vol. 8, no. 2, pp. 5275-5280, 2019.
D. Gil, M. Johnsson, H. Mora, and J. Szymański, "Review of the Complexity of Managing Big Data of the Internet of Things," (in English), Complexity, Review vol. 2019, 2019, Art. no. 4592902.
M. Kolchin et al., "Ontologies for web of things: A pragmatic review," vol. 518, P. Klinov and D. Mouromtsev, Eds., ed: Springer Verlag, 2015, pp. 102-116.
D. C. Yaccirema Vargas, "Arquitectura de Interoperbilidad De Dispositivos Físicos Para el Internet de la Cosas (IoT)," PhD Doctoral Thesis, Departamento de Comunicaciones, Universidad Politecnica de Valencia, Valencia, España, 2019.
S. Mishra and S. Jain, "Ontologies as a semantic model in IoT," International Journal of Computers and Applications, Article vol. 42, no. 3, pp. 233-243, 2020.
B. Guo, D. Zhang, Z. Yu, Y. Liang, Z. Wang, and X. Zhou, "From the internet of things to embedded intelligence," (in English), World Wide Web, pp. 1-22, 2012.
W. Wang, D. Suprama, G. Cassar, and K. Moessner, "Knowledge Representation in the Internet of Things: Semantic Modelling and its Applications," Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications, vol. 54, pp. 388-400, 2013.
A. Uttama, C. Sarkar, V. Prasad, and A. Rahim, "A unified semantic knowledge base for IoT," in Internet of Things (WF-IoT), 2014 IEEE World Forum on, ed, 2014, pp. 575-580.
N. Junior, R. P. C. Nascimento, E. Souto, R. Aschoff, and W. Sousa, "A visual approach for the definition of behavior in environments for internet of things," 2017, pp. 381-388: Association for Computing Machinery, Inc.
R. Indra and M. Thangaraj, "An integrated recommender system using semantic web with social tagging system," (in English), International Journal on Semantic Web and Information Systems, Article vol. 15, no. 2, pp. 47-67, 2019.
S. Ojagh, M. R. Malek, S. Saeedi, and S. Liang, "A location-based orientation-aware recommender system using IoT smart devices and Social Networks," (in English), Future Generation Computer Systems, Article vol. 108, pp. 97-118, 2020.
Z. Sayah, O. Kazar, B. Lejdel, A. Laouid, and A. Ghenabzia, "An intelligent system for energy management in smart cities based on big data and ontology," (in English), Smart and Sustainable Built Environment, Article 2020.
A. Pintus, D. Carboni, and A. Piras, "The anatomy of a large scale social web for internet enabled objects," presented at the Proceedings of the Second International Workshop on Web of Things, San Francisco, California, 2011.
Z. Zhang, T. He, M. Zhu, Q. Shi, and C. Lee, "Smart Triboelectric Socks for Enabling Artificial Intelligence of Things (AIoT) Based Smart Home and Healthcare," 2020, vol. 2020-January, pp. 80-83: Institute of Electrical and Electronics Engineers Inc.
P. S. Chiu, J. W. Chang, M. C. Lee, C. H. Chen, and D. S. Lee, "Enabling intelligent environment by the design of emotionally aware virtual assistant: A case of smart campus," (in English), IEEE Access, Article vol. 8, pp. 62032-62041, 2020, Art. no. 9050793.
C. C. Chen, "Incorporating smart technologies and resilience into healthy living environment designs," (in Chinese), Journal of Nursing, Article vol. 66, no. 3, pp. 23-28, 2019.
Y. J. Lin et al., "An intelligent stethoscope with ECG and heart sound synchronous display," 2019, vol. 2019-May: Institute of Electrical and Electronics Engineers Inc.
M. Zhu et al., "Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications," Science Advances, Article vol. 6, no. 19, 2020, Art. no. eaaz8693.