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Keywords: Artificial intelligence
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Journal Articles
Journal:
Construction Innovation
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:
Construction Innovation
Construction Innovation: Information Process Management (2025) 25 (7): 409–443.
Published: 26 November 2025
...Roope Nyqvist; Antti Peltokorpi; Rita Lavikka; Antti Ainamo Purpose This research paper aims to understand the development and impact of artificial intelligence ( AI )-driven digital platform business models within the construction industry, addressing their strengths, weaknesses and changes from...
Journal Articles
Journal:
Construction Innovation
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
Journal:
Construction Innovation
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
Journal:
Construction Innovation
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:
Construction Innovation
Construction Innovation: Information Process Management (2023) 23 (1): 1–18.
Published: 27 September 2021
... as it will be advantageous for project completion with a high success rate. 08 09 2020 12 12 2020 28 06 2021 30 08 2021 09 09 2021 © Emerald Publishing Limited 2021 Emerald Publishing Limited Licensed re-use rights only Competency Project managers Artificial intelligence Machine...
Journal Articles
Journal:
Construction Innovation
Construction Innovation: Information Process Management (2022) 22 (1): 141–159.
Published: 21 May 2021
...Chang Liu; Samad M.E. Sepasgozar; Sara Shirowzhan; Gelareh Mohammadi Purpose The practice of artificial intelligence (AI) is increasingly being promoted by technology developers. However, its adoption rate is still reported as low in the construction industry due to a lack of expertise...
Journal Articles
Journal:
Construction Innovation
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
Journal:
Construction Innovation
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
Journal:
Construction Innovation
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
Journal:
Construction Innovation
Construction Innovation: Information Process Management (2016) 16 (2): 185–202.
Published: 04 April 2016
... is. Mojtaba Maghrebi can be contacted at: maghrebi@unsw.edu.au 07 05 2015 24 11 2015 02 12 2015 09 12 2015 © Emerald Group Publishing Limited 2016 Emerald Group Publishing Limited Licensed re-use rights only Construction scheduling Artificial intelligence Construction...
