Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development
A new approach is presented concerning the development of IoT laboratories based on the proposals of ChatGPT supported by ontologies. In the first stage, ChatGPT was used to build guidelines for the development of the IoT laboratory. On this basis, in the second stage, a student project was prepared...
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2025-02-01
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| Series: | Journal of Information and Telecommunication |
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| Online Access: | https://www.tandfonline.com/doi/10.1080/24751839.2025.2460282 |
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| author | Adam Doering Łukasz Kryła Maciej Kamiński Łukasz Muszarski Cezary Orłowski Marek Ożarowski |
| author_facet | Adam Doering Łukasz Kryła Maciej Kamiński Łukasz Muszarski Cezary Orłowski Marek Ożarowski |
| author_sort | Adam Doering |
| collection | DOAJ |
| description | A new approach is presented concerning the development of IoT laboratories based on the proposals of ChatGPT supported by ontologies. In the first stage, ChatGPT was used to build guidelines for the development of the IoT laboratory. On this basis, in the second stage, a student project was prepared to build an Apache Kafka message broker. In the third stage, this project was the basis for building ontology of concepts for building queries for ChatGPT. Then, in the fourth stage, ChatGPT's ontology-based proposals were used to select the technological parameters of the developed laboratory. Conclusions suggest that ChatGPT in the construction of guidelines and the need to use ontology for the selection of technological parameters. |
| format | Article |
| id | doaj-art-d60fa305184745c98a815760bfb1b31a |
| institution | Kabale University |
| issn | 2475-1839 2475-1847 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Journal of Information and Telecommunication |
| spelling | doaj-art-d60fa305184745c98a815760bfb1b31a2025-02-04T12:52:04ZengTaylor & Francis GroupJournal of Information and Telecommunication2475-18392475-18472025-02-0111010.1080/24751839.2025.2460282Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab developmentAdam Doering0Łukasz Kryła1Maciej Kamiński2Łukasz Muszarski3Cezary Orłowski4Marek Ożarowski5IBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandIBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandIBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandIBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandIBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandIBM Centre for Advanced Studies, Faculty of Computer Science and New Technologies, WSB University, Gdansk, PolandA new approach is presented concerning the development of IoT laboratories based on the proposals of ChatGPT supported by ontologies. In the first stage, ChatGPT was used to build guidelines for the development of the IoT laboratory. On this basis, in the second stage, a student project was prepared to build an Apache Kafka message broker. In the third stage, this project was the basis for building ontology of concepts for building queries for ChatGPT. Then, in the fourth stage, ChatGPT's ontology-based proposals were used to select the technological parameters of the developed laboratory. Conclusions suggest that ChatGPT in the construction of guidelines and the need to use ontology for the selection of technological parameters.https://www.tandfonline.com/doi/10.1080/24751839.2025.2460282IoT lab developmentChatGPTstudent projectsApache KafkaDocker Compose |
| spellingShingle | Adam Doering Łukasz Kryła Maciej Kamiński Łukasz Muszarski Cezary Orłowski Marek Ożarowski Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development Journal of Information and Telecommunication IoT lab development ChatGPT student projects Apache Kafka Docker Compose |
| title | Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development |
| title_full | Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development |
| title_fullStr | Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development |
| title_full_unstemmed | Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development |
| title_short | Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development |
| title_sort | ontology driven use of chatgpt to build guidelines and select technology parameters for iot lab development |
| topic | IoT lab development ChatGPT student projects Apache Kafka Docker Compose |
| url | https://www.tandfonline.com/doi/10.1080/24751839.2025.2460282 |
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