Abstract
This chapter covers the issues and benefits deriving from the introduction of digital processes and tools in enterprises in the building sector. A comparative analyzes is proposed between the current processes and the relevant information flows and the possibilities offered by the introduction of digital processes and tools. Starting from the different perspective given by the digital paradigm, the chapter analyzes how the increasing request for information and data and the need to produce information models that accompany the physical asset are changing the configuration of roles and relations between enterprises and the supply chain creating the need for new specialist management and collaboration structures (platforms) in the production phase. The second part of the chapter proposes a view on the possibilities offered by the introduction of machine learning systems for the management of information in enterprises. In particular, the potentialities of the current systems in organizing information and documents are analyzed for an improved management of the latter, both during the collection phase and with regard to the possibility to use the organization’s historical documents in order to define the analysis processes.
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Notes
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Also in England the building sector has a pulverized structure with more than 90% of the enterprises of the sector under 13 employees [5].
References
Alavi M, Leidner DE (2001) Knowledge management and knowledge management systems: conceptual foundations and research issues. MIS Quart 25(1):107–136. https://doi.org/10.2307/3250961
ANCE (2017) Osservatorio congiunturale sull’industria delle costruzioni
Bloch T, Sacks R (2018) Comparing machine learning and rule-based inferencing for semantic enrichment of BIM models. Autom Constr 91:256–272. https://doi.org/10.1016/j.autcon.2018.03.018
BSI (2013) PAS 1192-2:2013, specification for information management for the capital/delivery phase of construction projects using building information modelling. The British Standards Institution, UK
DTI UK (2006) Construction statistic annual. Department of Trade and Industry, London
Fernie S et al (2001) Learning across business sectors: context, embeddedness and conceptual chasms. In: 17th Annual ARCOM conference. University of Salford, 5–7 Sept 2001, pp 557–565. http://www.reading.edu.my/web/FILES/innovativeconstructionresearchcentre/icrc-18-i-ARCOM.pdf
Lecun Y, Bengio Y, Hinton G (2015) Deep learning. Nature 521(7553):436–444
Lundvall BÅ, Johnson B (1994) The learning economy. J Ind Stud 1:23–42
Mirarchi C (2019) Knowledge network for innovation of construction sector: increasing efficiency through process digitisation of the entire chain. Politecnico di Milano. https://www.politesi.polimi.it/handle/10589/145773
Mirarchi C, Pavan A (2019) Building information models are dirty. In: 2019 European conference on computing in construction. Chania, Greece
Nonaka I, Takeuchi H (1995) The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford University Press, New York and Oxford
RĂ©publique Francaise (2018) Kroqui platform. https://www.kroqi.fr/. Accessed on 26 Sep 2018
Tversky A, Kahneman D (1973) Availability: a heuristic for judging frequency and probability. Cognit Psychol 5(2):207–232. https://doi.org/10.1016/0010-0285(73)90033-9
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Daniotti, B., Pavan, A., Lupica Spagnolo, S., Caffi, V., Pasini, D., Mirarchi, C. (2020). Benefits and Challenges of BIM in Construction. In: BIM-Based Collaborative Building Process Management. Springer Tracts in Civil Engineering . Springer, Cham. https://doi.org/10.1007/978-3-030-32889-4_6
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DOI: https://doi.org/10.1007/978-3-030-32889-4_6
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