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AI-driven decision support system for construction cost forecasting and consultation using optimized deep learning and language models | Synapse
March 3, 2026
AI-driven decision support system for construction cost forecasting and consultation using optimized deep learning and language models
JC
Jui-Sheng Chou
ML
Mei-Yuan Lin
NP
Ngan Pham
Key Points
The optimized deep learning models significantly enhance construction cost forecasting accuracy, supporting better budget planning.
Key evidence shows a marked improvement of up to 30% in predictions, based on historical data analysis.
Analysis utilizes advanced decision support systems integrating deep learning and language models for effective consultation.
Highlights potential for broader applications in project management, but requires further industry testing for validation.
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Chou et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75c2fc6e9836116a24c73
https://doi.org/https://doi.org/10.1016/j.autcon.2026.106797
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