Keywords: Artificial intelligence
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Journal Articles
Construction Innovation: Information Process Management (2026) 26 (9): 264–290.
Published: 17 August 2026
...Roope Nyqvist; Antti Peltokorpi; Pieti Marjavaara; Joonas Lehtovaara; Sonja Oksanen Purpose This research aims to propose and validate a methodology for customizing generative artificial intelligence (GenAI) to enhance its performance in a specialized domain in construction, using Finnish hospital...
Journal Articles
Journal Articles
Construction Innovation: Information Process Management (2024) 24 (1): 242–255.
Published: 01 August 2023
... Publishing Limited 2023 Emerald Publishing Limited Licensed re-use rights only Innovation Neural networks Artificial intelligence Energy consumption (EC) in buildings accounts for approximately one-third of global EC and is one of the key contributors to global carbon dioxide emissions...
Journal Articles
Construction Innovation: Information Process Management (2024) 24 (1): 33–48.
Published: 28 February 2023
... (Tremblay et al., 2018). Therefore, recent approaches focused on creating diverse scenarios by changing objects’ 3D models (Peng et al., 2015) and backgrounds (Saleh et al., 2018). Computer vision Artificial intelligence Digital twin Object detection Asset management...
Journal Articles
Construction Innovation: Information Process Management (2023) 23 (4): 898–914.
Published: 30 September 2022
... generated zone. EDU-AI can also be used in the early design phase of school projects in other countries. It can be adapted to the architectural typologies involving footprint, zoning and furnishing relations. Artificial intelligence Machine learning Generative adversarial networks Architectural design...
Journal Articles
Journal Articles
Journal Articles
Construction Innovation: Information Process Management (2020) 20 (4): 609–624.
Published: 19 May 2020
... systems to the facility management (FM) team. Design/methodology/approach This research exploits artificial intelligence (AI) in FM operations through proposing a new system that uses a deep learning pre-trained model for transfer learning. The model can identify new MEP elements through image...
Journal Articles
Construction Innovation: Information Process Management (2020) 20 (2): 209–222.
Published: 17 January 2020
... 03 2019 12 09 2019 25 11 2019 © Emerald Publishing Limited 2020 Emerald Publishing Limited Licensed re-use rights only Agreement option Material location Housing development Housing Artificial intelligence Construction plan and equipment Team working Materials Value...
Journal Articles
Construction Innovation: Information Process Management (2017) 17 (2): 116–124.
Published: 03 April 2017
... themes, particularly the internet of things (IoT) and artificial intelligence (AI), which are indicative of disruptive technology. These themes are debated mostly by practitioners. Originality/value Many views are expressed in this editorial – some are controversial whilst others should be regarded...
Journal Articles

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