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ICED 11
Papers

DATA SCIENCE AS A NEW FRONTIER FOR DESIGN

DATA SCIENCE AS A NEW FRONTIER FOR DESIGN

Year: 2015

Section: Design Information and Knowledge Management

Editor: Christian Weber, Stephan Husung, Marco CantaMESsa, Gaetano Cascini, Dorian Marjanovic, Srinivasan Venkataraman

Author: Kazakci, Akin Osman

Series: ICED

Institution: Mines ParisTech, France

Section: Design Information and Knowledge Management

Pages: 189-198

ISBN: 978-1-904670-73-5

ISSN: 2220-4334

Abstract

The purpose of this paper is to contribute to the challenge of transferring know-how, theories and methods from design research to the design processes in information science and technologies. More specifically, we shall consider a domain, namely data-science, that is becoming rapidly a globally invested research and development axis with strong imperatives for innovation given the data deluge we are currently facing. We argue that, in order to rise to the data-related challenges that the society is facing, data-science initiatives should ensure a renewal of traditional research methodologies that are still largely based on trial-error processes depending on the talent and insights of a single (or a restricted group of) researchers.

It is our claim that design theories and methods can provide, at least to some extent, the much-needed framework. We will use a worldwide data-science challenge organized to study a technical problem in physics, namely the detection of Higgs boson, as a use case to demonstrate some of the ways in which design theory and methods can help in analyzing and shaping the innovation dynamics in such projects.

Keywords: Data Science, Design, Design Methods, Design Creativity

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ds conferenceICED15 The 20th International Conference on Engineering Design 27-31st July 2015

The registration for ICED15 is open. The theme of the conference is DESIGN FOR LIFE - Design for Contended Life, Design for healthy Life, Design for Sustainable Life For Full conference information about this important Design Society event go to http://iced2015.org/ See you in Milan!...

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SIG Workshop - March 2013