Investigating the Use of ChatGPT for the Scheduling of Construction Projects
Исследование использования ChatGPT для планирования строительных проектов
2023-03-24
SCID: 54.1/wg3hja92
Discuss with AI
ChatGPTGenerative Pre-Trained Transformer (GPT)Natural Language Processing (NLP)construction schedulinguser evaluation of generated schedules
Figures from the paper
Abstract (AI)
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.
Key Findings
1
ChatGPT can generate a coherent construction schedule that follows a logical approach and fulfills the indicated project scope for a simple project.
2
Participants indicated ChatGPT has potential to automate many preliminary and time-consuming scheduling tasks in construction.
3
Participants reported an overall positive interaction experience with ChatGPT when used for construction scheduling tasks.
4
The study found current limitations in the technology and concluded further development is needed before wide industry adoption.
5
The work highlights the promise of large language models and NLP techniques for construction industry applications and calls for further research.
Research Object
Construction schedule for a simple construction project generated by ChatGPT (a GPT language model)
Research Subject
Quality and usability of the ChatGPT-generated construction schedule including coherence, logical sequencing, fulfillment of scope requirements, and user interaction experience for automating preliminary scheduling tasks
Publication Details
Publication Date
2023-03-24
Journal
Publisher
ISSN
Cited by
228
Open access PDF
Access Type
Author Information
Download PDF
Subscribe to digest