Investigating the Use of ChatGPT for the Scheduling of Construction Projects
Generative Pre-Trained Transformer (GPT) language models such as ChatGPT have the potential to revolutionize the construction industry by automating repetitive and time-consuming tasks. This paper presents a study in which ChatGPT was used to generate a construction schedule for a simple constructio...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-03-01
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| Series: | Buildings |
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| Online Access: | https://www.mdpi.com/2075-5309/13/4/857 |
| _version_ | 1797606174288248832 |
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| author | Samuel A. Prieto Eyob T. Mengiste Borja García de Soto |
| author_facet | Samuel A. Prieto Eyob T. Mengiste Borja García de Soto |
| author_sort | Samuel A. Prieto |
| collection | DOAJ |
| description | Generative Pre-Trained Transformer (GPT) language models such as ChatGPT have the potential to revolutionize the construction industry by automating repetitive and time-consuming tasks. This paper presents a study in which ChatGPT was used to generate a construction schedule for a simple construction project. The output from ChatGPT was evaluated by a pool of participants that provided feedback regarding their overall interaction experience and the quality of the output. The results show that ChatGPT can generate a coherent schedule that follows a logical approach to fulfill the requirements of the scope indicated. The participants had an overall positive interaction experience and indicated the potential of such a tool in automating many preliminary and time-consuming tasks. However, the technology still has limitations, and further development is needed before it can be widely adopted in the industry. Overall, this study highlights the advantages of using large language models and Natural Language Processing (NLP) techniques in the construction industry and the need for further research. |
| first_indexed | 2024-03-11T05:11:33Z |
| format | Article |
| id | doaj.art-ef2cac02c6d843cb9283617a5ab48c4a |
| institution | Directory Open Access Journal |
| issn | 2075-5309 |
| language | English |
| last_indexed | 2024-03-11T05:11:33Z |
| publishDate | 2023-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Buildings |
| spelling | doaj.art-ef2cac02c6d843cb9283617a5ab48c4a2023-11-17T18:34:09ZengMDPI AGBuildings2075-53092023-03-0113485710.3390/buildings13040857Investigating the Use of ChatGPT for the Scheduling of Construction ProjectsSamuel A. Prieto0Eyob T. Mengiste1Borja García de Soto2S.M.A.R.T. Construction Research Group, Division of Engineering, New York University Abu Dhabi (NYUAD), Experimental Research Building, Saadiyat Island, Abu Dhabi P.O. Box 129188, United Arab EmiratesS.M.A.R.T. Construction Research Group, Division of Engineering, New York University Abu Dhabi (NYUAD), Experimental Research Building, Saadiyat Island, Abu Dhabi P.O. Box 129188, United Arab EmiratesS.M.A.R.T. Construction Research Group, Division of Engineering, New York University Abu Dhabi (NYUAD), Experimental Research Building, Saadiyat Island, Abu Dhabi P.O. Box 129188, United Arab EmiratesGenerative Pre-Trained Transformer (GPT) language models such as ChatGPT have the potential to revolutionize the construction industry by automating repetitive and time-consuming tasks. This paper presents a study in which ChatGPT was used to generate a construction schedule for a simple construction project. The output from ChatGPT was evaluated by a pool of participants that provided feedback regarding their overall interaction experience and the quality of the output. The results show that ChatGPT can generate a coherent schedule that follows a logical approach to fulfill the requirements of the scope indicated. The participants had an overall positive interaction experience and indicated the potential of such a tool in automating many preliminary and time-consuming tasks. However, the technology still has limitations, and further development is needed before it can be widely adopted in the industry. Overall, this study highlights the advantages of using large language models and Natural Language Processing (NLP) techniques in the construction industry and the need for further research.https://www.mdpi.com/2075-5309/13/4/857natural language processingChatGPTschedulinggenerative pre-training transformerproject managementConstruction 5.0 |
| spellingShingle | Samuel A. Prieto Eyob T. Mengiste Borja García de Soto Investigating the Use of ChatGPT for the Scheduling of Construction Projects Buildings natural language processing ChatGPT scheduling generative pre-training transformer project management Construction 5.0 |
| title | Investigating the Use of ChatGPT for the Scheduling of Construction Projects |
| title_full | Investigating the Use of ChatGPT for the Scheduling of Construction Projects |
| title_fullStr | Investigating the Use of ChatGPT for the Scheduling of Construction Projects |
| title_full_unstemmed | Investigating the Use of ChatGPT for the Scheduling of Construction Projects |
| title_short | Investigating the Use of ChatGPT for the Scheduling of Construction Projects |
| title_sort | investigating the use of chatgpt for the scheduling of construction projects |
| topic | natural language processing ChatGPT scheduling generative pre-training transformer project management Construction 5.0 |
| url | https://www.mdpi.com/2075-5309/13/4/857 |
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