Semantic Sensor Network Ontology como modelo de referência em soluções de monitoramento agrícola
Resumo
Soluções de Internet das Coisas na Agricultura lidam com dispositivos e aplicações de software que não compartilham um mesmo modelo de informação. Isso limita a interoperabilidade semântica entre eles. Este trabalho apresenta e discute o uso da ontologia SSN (W3C) em duas iniciativas relacionadas ao monitoramento de variáveis ambientais. Como resultado, busca-se promover integração de dados de dispositivos e desenvolvimento de aplicações de software mais interoperáveis, na medida em que se utiliza um modelo conceitual de referência.
Palavras-chave:
semantic sensor network ontology, interoperabilidade semântica, monitoramento agrícola, mapeamento semântico, internet das coisas
Referências
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Barnaghi, P., Wang, W. E. I., Henson, C., & Taylor, K. (2012). Semantics for the Internet of Things : early progress and back to the future. International Journal on Semantic Web and Information Systems. DOI: https://doi.org/10.4018/jswis.2012010101.
Bauer, M., Bui, N., De Loof, J., Magerkurth, C., Nettsträter, A., Stefa, J., & Walewski, J. W. (2013). IoT Reference Model. In A. Bassi, M. Bauer, M. Fiedler, T. Kramp, R. van Kranenburg, S. Lange, & S. Meissner (Eds.), Enabling Thing to Talk: Designing IoT solutions with the IoT Architectural Reference Model (p. 352). Springer. DOI: https://doi.org/10.1007/978-3-642-40403-0_7
CISCO. (2014). The Internet of Things Reference Model.
Drury, B., Fernandes, R., Moura, M.-F., & Lopes, A. de A. (2019). A survey of semantic web technology for agriculture. Information Processing in Agriculture,6, 487– 501. DOI: https://doi.org/10.1016/j.inpa.2019.02.001
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Gruber, T. R. (1993). A Translation Approach to Portable Ontologies. Knowledge Acquisition, 5(2), 199–220. DOI: https://doi.org/10.1006/knac.1993.1008
Guidoni, G. L., Almeida, J. P. A., & Guizzardi, G. (2020). Transformation of Ontology-Based Conceptual Models into Relational Schemas. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 315–330. DOI: https://doi.org/10.1007/978-3-030-62522-1_23
Guizzardi, G. (2007). On Ontology, ontologies, Conceptualizations, Modeling Languages, and (Meta)Models. In O. Vasilecas, J. Edler, & A. Caplinskas (Eds.), Frontiers in Artificial Intelligence and Applications, Databases and Information Systems IV (Vol. 15, pp. 18–39). IOS Press. https://dl.acm.org/doi/10.5555/1565421.1565425
Honti, G. M., & Abonyi, J. (2019). A Review of Semantic Sensor Technologies in Internet of Things Architectures. Hindawi. Complexity., 2019, 1–22. DOI: https://doi.org/https://doi.org/10.1155/2019/6473160
IERC. (2015). Internet of Things - IoT Semantic Interoperability: Research Challenges, Best Practices, Recommendations and Next Steps.
Li, S., Chen, L., & Chen, S. (2018). An SNN Ontology Based Environment Monitoring Method for Intelligent Irrigation System. Journal of Shanghai Jiaotong University (Science), 23(4), 577–583. DOI: https://doi.org/10.1007/s12204-018-1959-0
Nardi, J. C., Falbo, R. de A., & Almeida, J. P. A. (2013). Panorama of the Semantic EAI Initiatives and the Adoption of Ontologies by these Initiatives. International IFIP Working Conference on Enterprise Interoperability (IWEI 2013), 198–211. DOI: 10.1007/978-3-642-36796-0-17
Shafi, U., Mumtaz, R., García-Nieto, J., Hassan, S. A., Zaidi, S. A. R., & Iqbal, N. (2019). Precision Agriculture Techniques and Practices: From Considerations to Applications. Sensors (Basel), 19(17), 3796. DOI: https://doi.org/10.3390/s19173796
W3C. (2005). IoT-Lite Ontology. W3C Member Submission 26. https://www.w3.org/Submission/iot-lite/
W3C. (2017). Semantic Sensor Network Ontology (SSN). https://www.w3.org/TR/vocab-ssn
Barnaghi, P., Wang, W. E. I., Henson, C., & Taylor, K. (2012). Semantics for the Internet of Things : early progress and back to the future. International Journal on Semantic Web and Information Systems. DOI: https://doi.org/10.4018/jswis.2012010101.
Bauer, M., Bui, N., De Loof, J., Magerkurth, C., Nettsträter, A., Stefa, J., & Walewski, J. W. (2013). IoT Reference Model. In A. Bassi, M. Bauer, M. Fiedler, T. Kramp, R. van Kranenburg, S. Lange, & S. Meissner (Eds.), Enabling Thing to Talk: Designing IoT solutions with the IoT Architectural Reference Model (p. 352). Springer. DOI: https://doi.org/10.1007/978-3-642-40403-0_7
CISCO. (2014). The Internet of Things Reference Model.
Drury, B., Fernandes, R., Moura, M.-F., & Lopes, A. de A. (2019). A survey of semantic web technology for agriculture. Information Processing in Agriculture,6, 487– 501. DOI: https://doi.org/10.1016/j.inpa.2019.02.001
Ericsson Blog. (2021). What is semantic interoperability in IoT and why is it important? https://www.ericsson.com/en/blog/2020/7/semantic-interoperability-in-iot
Gruber, T. R. (1993). A Translation Approach to Portable Ontologies. Knowledge Acquisition, 5(2), 199–220. DOI: https://doi.org/10.1006/knac.1993.1008
Guidoni, G. L., Almeida, J. P. A., & Guizzardi, G. (2020). Transformation of Ontology-Based Conceptual Models into Relational Schemas. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 315–330. DOI: https://doi.org/10.1007/978-3-030-62522-1_23
Guizzardi, G. (2007). On Ontology, ontologies, Conceptualizations, Modeling Languages, and (Meta)Models. In O. Vasilecas, J. Edler, & A. Caplinskas (Eds.), Frontiers in Artificial Intelligence and Applications, Databases and Information Systems IV (Vol. 15, pp. 18–39). IOS Press. https://dl.acm.org/doi/10.5555/1565421.1565425
Honti, G. M., & Abonyi, J. (2019). A Review of Semantic Sensor Technologies in Internet of Things Architectures. Hindawi. Complexity., 2019, 1–22. DOI: https://doi.org/https://doi.org/10.1155/2019/6473160
IERC. (2015). Internet of Things - IoT Semantic Interoperability: Research Challenges, Best Practices, Recommendations and Next Steps.
Li, S., Chen, L., & Chen, S. (2018). An SNN Ontology Based Environment Monitoring Method for Intelligent Irrigation System. Journal of Shanghai Jiaotong University (Science), 23(4), 577–583. DOI: https://doi.org/10.1007/s12204-018-1959-0
Nardi, J. C., Falbo, R. de A., & Almeida, J. P. A. (2013). Panorama of the Semantic EAI Initiatives and the Adoption of Ontologies by these Initiatives. International IFIP Working Conference on Enterprise Interoperability (IWEI 2013), 198–211. DOI: 10.1007/978-3-642-36796-0-17
Shafi, U., Mumtaz, R., García-Nieto, J., Hassan, S. A., Zaidi, S. A. R., & Iqbal, N. (2019). Precision Agriculture Techniques and Practices: From Considerations to Applications. Sensors (Basel), 19(17), 3796. DOI: https://doi.org/10.3390/s19173796
W3C. (2005). IoT-Lite Ontology. W3C Member Submission 26. https://www.w3.org/Submission/iot-lite/
W3C. (2017). Semantic Sensor Network Ontology (SSN). https://www.w3.org/TR/vocab-ssn
Publicado
10/11/2021
Como Citar
NARDI, Julio C.; ALVES, Vitor N.; R. JÚNIOR, Carlos A.; RUY, Fabiano B.; POSSE, Robson Prucoli.
Semantic Sensor Network Ontology como modelo de referência em soluções de monitoramento agrícola. In: CONGRESSO BRASILEIRO DE AGROINFORMÁTICA (SBIAGRO), 13. , 2021, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2021
.
p. 273-282.
ISSN 2177-9724.
DOI: https://doi.org/10.5753/sbiagro.2021.18399.
