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1-3 of 3
Keywords: NLP
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Journal Articles
A hybrid reasoning framework based on construction safety requirements for responding to safety risks: incorporating natural language processing techniques
Available to Purchase
Engineering, Construction and Architectural Management 1–26.
Published: 27 October 2025
... that align with safety risk characteristics. The framework integrates rule-based reasoning (RBR) and case-based reasoning (CBR) while leveraging knowledge transformation and the reuse of domain ontologies to enhance the effectiveness of safety risk responses. Additionally, natural language processing (NLP...
Journal Articles
Enhanced identification of equipment failures from descriptive accident reports using language generative model
Available to Purchase
Engineering, Construction and Architectural Management (2026) 33 (3): 2298–2313.
Published: 26 December 2024
... 07 12 2024 © Emerald Publishing Limited 2024 Emerald Publishing Limited Licensed re-use rights only Language model NLP Construction accident Equipment failure Safety Accidents involving construction equipment pose a significant risk of fatal injuries within...
Journal Articles
Screening patents of ICT in construction using deep learning and NLP techniques
Available to Purchase
Engineering, Construction and Architectural Management (2020) 27 (8): 1891–1912.
Published: 13 May 2020
... in construction (ICTC). The fundamental problem is that ICTC incorporates various techniques and thus cannot be simply represented by man-made queries. To investigate this concern, this study develops a binary classifier by utilizing deep learning and NLP techniques to automatically identify whether a patent...
