Data Fitting as the Next Level in the Management of Chances and Risks

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

Abstract

In construction projects, data, information, and knowledge create the basic framework for fully achieving the targets defined by the client and the contractor. Furthermore, the knowledge generated from data and information forms the basis for subjecting the individual elements and relationships within the entire production system to a continuous improvement process. When managing chances and risks, it is crucial to know the chance/risk ratio asso-
ciated with specific decisions made. This applies to strategic as well as operational decisions, which are made at all levels and in a wide range of different specialist areas. Regardless of whether it is made on the basis of heuristics (gut feeling or experience) or supported by complex simulation models, any decision will have to rely on corresponding basic data and
information as well as contextual knowledge. Thanks to the increasing integration of new technologies, the collection and processing of such data will also continue to advance in construction management and economics, and thus find its way out of the factory floors and onto construction sites. This systematic data collection and handling aims to acquire, develop, share, distribute, and preserve knowledge, with the ultimate objective to reuse it in a beneficial and profitable manner. This paper deals with the quantitative management of chances and risks and the influence of digitalisation and data collection/documentation. On
the conceptual level, it shows how data fitting can be applied to gain insights from data structures and to incorporate them into the process of managing chances and risks using appropriate models.
Original languageEnglish
Title of host publicationCreating a European IEM Future at the Intersection "Innovation - Digitalisation - Sustainability"
Subtitle of host publicationProceedings of the 15th EPIEM Conference 2022
EditorsBernd Markus Zunk, Amila Omazic
PublisherVerlag der Technischen Universität Graz
Pages54-59
Number of pages6
ISBN (Print)978-3-85125-889-9, 978-3-85125-890-5
DOIs
Publication statusPublished - Jun 2022
Event15th EPIEM Conference 2022: Creating a European IEM Future at the Intersection “Innovation – Digitalisation – Sustainability” - Graz University of Technology, Graz, Austria
Duration: 1 Jun 20224 Jun 2022
http://epiem.azurewebsites.net/15th-epiem-conference-2022/

Publication series

NameBWL Schriftenreihe
PublisherVerlag der Technischen Universität Graz
Number29

Conference

Conference15th EPIEM Conference 2022: Creating a European IEM Future at the Intersection “Innovation – Digitalisation – Sustainability”
Country/TerritoryAustria
CityGraz
Period1/06/224/06/22
Internet address

Fingerprint

Dive into the research topics of 'Data Fitting as the Next Level in the Management of Chances and Risks'. Together they form a unique fingerprint.

Cite this