A survey on the model-centered approaches to conceptual modeling of IoT systems
Internet of Things (IoT) is a system of connected objects, entities, devices, and components which share and transfer data over a network. Many papers are published on the topic of conceptual models in the IoT context, but it is difficult to assess the current status of the conceptual modeling appro...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2023-08-01
|
| Series: | Frontiers in Computer Science |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fcomp.2023.1035225/full |
| _version_ | 1797754598439518208 |
|---|---|
| author | Sofia Kohan Liam Johnstone Deniz Cetinkaya |
| author_facet | Sofia Kohan Liam Johnstone Deniz Cetinkaya |
| author_sort | Sofia Kohan |
| collection | DOAJ |
| description | Internet of Things (IoT) is a system of connected objects, entities, devices, and components which share and transfer data over a network. Many papers are published on the topic of conceptual models in the IoT context, but it is difficult to assess the current status of the conceptual modeling approaches and methods for IoT systems. This paper presents an overview of the state of the art as well as discusses fundamental concepts, challenges and current research gaps with potential future agenda for conceptual modeling of IoT. Search facilities in the selected online repositories were used to identify the most relevant papers. The primary results were scanned and papers were selected according to the inclusion/exclusion criteria. Selected papers were assessed to extract data for the defined attributes. This paper confirms that there is a large body of research related to modeling of IoT systems. However, the results show that there is a lack of commonly agreed approaches and supporting formal methods for conceptual modeling of IoT systems. On the other hand, recent studies that apply model-based or model-driven development principles that use ontology or metamodel based approaches are promising due to systematic use of models as the primary means of a development process enabling for the dissemination of the methods further to the emerging fields such as smart cities, factories, transportation, hospitals, healthcare, hospitality and tourism, etc. |
| first_indexed | 2024-03-12T17:35:43Z |
| format | Article |
| id | doaj.art-924f6261ab674f49860f40c468b7d0d6 |
| institution | Directory Open Access Journal |
| issn | 2624-9898 |
| language | English |
| last_indexed | 2024-03-12T17:35:43Z |
| publishDate | 2023-08-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Computer Science |
| spelling | doaj.art-924f6261ab674f49860f40c468b7d0d62023-08-04T11:36:50ZengFrontiers Media S.A.Frontiers in Computer Science2624-98982023-08-01510.3389/fcomp.2023.10352251035225A survey on the model-centered approaches to conceptual modeling of IoT systemsSofia KohanLiam JohnstoneDeniz CetinkayaInternet of Things (IoT) is a system of connected objects, entities, devices, and components which share and transfer data over a network. Many papers are published on the topic of conceptual models in the IoT context, but it is difficult to assess the current status of the conceptual modeling approaches and methods for IoT systems. This paper presents an overview of the state of the art as well as discusses fundamental concepts, challenges and current research gaps with potential future agenda for conceptual modeling of IoT. Search facilities in the selected online repositories were used to identify the most relevant papers. The primary results were scanned and papers were selected according to the inclusion/exclusion criteria. Selected papers were assessed to extract data for the defined attributes. This paper confirms that there is a large body of research related to modeling of IoT systems. However, the results show that there is a lack of commonly agreed approaches and supporting formal methods for conceptual modeling of IoT systems. On the other hand, recent studies that apply model-based or model-driven development principles that use ontology or metamodel based approaches are promising due to systematic use of models as the primary means of a development process enabling for the dissemination of the methods further to the emerging fields such as smart cities, factories, transportation, hospitals, healthcare, hospitality and tourism, etc.https://www.frontiersin.org/articles/10.3389/fcomp.2023.1035225/fullconceptual modelingInternet of Things (IoT)ontologymetamodelmodel based approach |
| spellingShingle | Sofia Kohan Liam Johnstone Deniz Cetinkaya A survey on the model-centered approaches to conceptual modeling of IoT systems Frontiers in Computer Science conceptual modeling Internet of Things (IoT) ontology metamodel model based approach |
| title | A survey on the model-centered approaches to conceptual modeling of IoT systems |
| title_full | A survey on the model-centered approaches to conceptual modeling of IoT systems |
| title_fullStr | A survey on the model-centered approaches to conceptual modeling of IoT systems |
| title_full_unstemmed | A survey on the model-centered approaches to conceptual modeling of IoT systems |
| title_short | A survey on the model-centered approaches to conceptual modeling of IoT systems |
| title_sort | survey on the model centered approaches to conceptual modeling of iot systems |
| topic | conceptual modeling Internet of Things (IoT) ontology metamodel model based approach |
| url | https://www.frontiersin.org/articles/10.3389/fcomp.2023.1035225/full |
| work_keys_str_mv | AT sofiakohan asurveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems AT liamjohnstone asurveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems AT denizcetinkaya asurveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems AT sofiakohan surveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems AT liamjohnstone surveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems AT denizcetinkaya surveyonthemodelcenteredapproachestoconceptualmodelingofiotsystems |