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Knowledge Base Repository

In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.

Data-pushed projects: the role of anomalies to build design processes for subsequent exploration

Bordas, Antoine; Le Masson, Pascal; Weil, Benoit

Type:
Papers
DS 122: Proceedings of the Design Society: 24th International Conference on Engineering Design (ICED23)
Year:
2023
Editor:
Kevin Otto, Boris Eisenbart, Claudia Eckert, Benoit Eynard, Dieter Krause, Josef Oehmen, Nad
Author:
Bordas, Antoine; Le Masson, Pascal; Weil, Benoit
Series:
ICED
Institution:
Mines Paris, PSL University, Centre for management science (CGS), i3 UMR CNRS, 75006 Paris, France
Section:
Design Methods
Page(s):
1137-1146
DOI number:
https://doi.org/10.1017/pds.2023.114
Abstract:
Data-pushed projects are common in companies and consist in the design of a model in order to deliver a desirable output. The design of data science models appears at the intersection of optimisation and creativity logic, with in both cases the presence of anomalies to a various extent but no clear design process.

This paper therefore proposes to study the possible design processes in data-pushed projects, highlighting distinct knowledge exploration logics and the role of anomalies in each. This research introduces a theoretical framework to study data-pushed projects and is based on design theory. Three case studies complete this theoretical work to examine each of the processes and test our hypothesis.

As a result, this paper derives three design processes adapted to data-pushed projects and put forward for each of them: 1) the various knowledge leveraged and generated and 2) the specific role of anomalies.
Keywords:
Design theory, Design process, Big data, Data-pushed projects, Anomaly management
ICED23 International Conference on Engineering Design
Conferences

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