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 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.

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Publication Details

Journal
Journal of Information and Telecommunication
Published
2025-02-04
DOI
https://doi.org/10.1080/24751839.2025.2460282
Citations
1
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
1.49
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Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development

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article

Ontology-driven use of ChatGPT to build guidelines and select technology parameters for IoT lab development

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article en
1 citations

Abstract

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.

Journal of Information and TelecommunicationVol. 9(4)
WSB University (PL)
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
IoT and Edge/Fog Computing
1.49
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