TY - GEN
T1 - A Systematic Review on the Use of Ontologies in the Internet of Things
AU - Erazo-Garzon, Lenin
AU - Avila, Juan
AU - Pinos, Sebastián
AU - Cedillo, Priscila
N1 - Publisher Copyright:
© 2022, Springer Nature Switzerland AG.
PY - 2022
Y1 - 2022
N2 - The Internet of Things (IoT) is a novel paradigm that has gained significant importance within the scientific community and industry. This paradigm introduces a favorable impact on people's life quality and the sustainable development of society. However, IoT systems operate in very complex and uncertain scenarios. An approach to simplify the development and maintenance of these systems is the use of ontological models due to their expressive, semantic and extensible capacity. Therefore, this study presents a systematic review to know the state of the art on the use of ontologies in the IoT domain, following Kitchenham's methodological guide. This review aims to answer the following questions: i) What are the purposes of using ontological models in IoT? ii) How are ontological models implemented in IoT? and iii) How is addressed the research in studies related to the construction of ontological models in the IoT? First, 453 primary studies were retrieved. Then, 23 relevant studies on ontological model approaches were selected due to applying the inclusion and exclusion criteria. Finally, a quality checklist was applied to the selected studies, and qualitative and quantitative methods were used to focus the presentation and discussion of the review results correctly. The results include the strengths and limitations of the approaches and research gaps, challenges, and opportunities.
AB - The Internet of Things (IoT) is a novel paradigm that has gained significant importance within the scientific community and industry. This paradigm introduces a favorable impact on people's life quality and the sustainable development of society. However, IoT systems operate in very complex and uncertain scenarios. An approach to simplify the development and maintenance of these systems is the use of ontological models due to their expressive, semantic and extensible capacity. Therefore, this study presents a systematic review to know the state of the art on the use of ontologies in the IoT domain, following Kitchenham's methodological guide. This review aims to answer the following questions: i) What are the purposes of using ontological models in IoT? ii) How are ontological models implemented in IoT? and iii) How is addressed the research in studies related to the construction of ontological models in the IoT? First, 453 primary studies were retrieved. Then, 23 relevant studies on ontological model approaches were selected due to applying the inclusion and exclusion criteria. Finally, a quality checklist was applied to the selected studies, and qualitative and quantitative methods were used to focus the presentation and discussion of the review results correctly. The results include the strengths and limitations of the approaches and research gaps, challenges, and opportunities.
KW - Internet of Things (IoT)
KW - Ontology
KW - Systematic review
UR - https://www.scopus.com/pages/publications/85128489929
U2 - 10.1007/978-3-031-03884-6_37
DO - 10.1007/978-3-031-03884-6_37
M3 - Contribución a la conferencia
AN - SCOPUS:85128489929
SN - 9783031038839
T3 - Communications in Computer and Information Science
SP - 509
EP - 524
BT - Applied Technologies - 3rd International Conference, ICAT 2021, Proceedings
A2 - Botto-Tobar, Miguel
A2 - Montes León, Sergio
A2 - Torres-Carrión, Pablo
A2 - Zambrano Vizuete, Marcelo
A2 - Durakovic, Benjamin
PB - Springer Science and Business Media Deutschland GmbH
T2 - 3rd International Conference on Applied Technologies, ICAT 2021
Y2 - 27 October 2021 through 29 October 2021
ER -