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ICED 11
Papers

Ein Vergleich von Datenanalysemethoden für eine Affective Engineering Methode

Ein Vergleich von Datenanalysemethoden für eine Affective Engineering Methode

Year: 2017

Section: User-Centered Design

Editor: Dieter Krause, Kristin Paetzold, Sandro Wartzack

Author: Susan Gretchen Zöller, Tina Schröppel, Sandro Wartzack

Series: DfX

Institution: FAU Erlangen-Nürnberg

Section: User-Centered Design

Pages: 287-298

ISBN: 978-3-946094-20-3-24

Abstract

Affective Engineering (AE) is an engineering genre that deals with users’ subjective value creation in technical product design. Therein, quantitative instruments to map subjective quality criteria are dominant. ACADE is such an instrument that focuses on a long-term alignment of product design impres-sions to the subjective needs of users. Due to its quantitative backbone, sev-eral mathematical analysis methods seem convenient, whereas their specific benefits and drawbacks are not yet clear in the AE context. Therefore, anal-yses of nonlinear regression, artificial neural networks, fuzzy logic systems and hybrids are examined under the aspect of ACADE applicability. Different quality indicators unveil characteristics which the designer may use to mine their potential for future AE analyses.

Keywords: affective engineering, nonlinear regression, fuzzy logic systems, artificial neural networks

ds endorsed conferenceDFX 2017 28th SYMPOSIUM DESIGN FOR X, Bamberg, GER, 04-05 OCTOBER, 2017

DFX 2017 28th SYMPOSIUM DESIGN FOR X, Bamberg, GER, 04-05 OCTOBER, 2017The “Symposium Design for X” will be held at the Welcome Kongresshotel, Bamberg, Germany on 4 – 5 October 2017. The annual event provides a platform to young postgraduates to present and discuss their new approaches in the field of product development. Industry professionals and professors will enrich these discussions with their manifold experience. This year's symposium will be hosted by Prof. Sandro Wartzack, head of the chair of engineering design (KTmfk) at the University of Erlangen-Nuremberg....

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Keywords
SIG Workshop - March 2013