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Design Und Künstliche Intelligenz: Theoretische Und Praktische Grundlagen Der Gestaltung Mit Maschinell Lernenden Systemen
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Furniture DesignGraphic DesignIndustrial Design
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ISBN13: 9783035625547
Publisher: Birkhauser
Published: Nov 30 2022
Pages: 208
Weight: 1.72
Height: 0.60 Width: 8.10 Depth: 10.00
Language: German
Erweiterte Gestaltung mit intelligenten Anwendungen
Maschinell
intelligente Systeme und sind keine Science-Fiction mehr. Maschinelles
Lernen ist weit verbreitet: So werden Designaufgaben von Algorithmen
übernommen und das User: innenerlebnis durch intelligente Systeme
modifiziert. Diesen Anwendungen für künstliche Intelligenz (KI) steht
gegenüber.
Das Buch zeigt, wie sich Aufgabe, Rolle und
Verständnis von Gestaltenden erweitern, wenn die Maschine
Gestaltungsentscheidungen übernimmt, wenn der Begriff und die Praxis
dessen, was man Kreativität nennt, grundlegend moduliert wird. Somit
liefert es das Wissen darum, wie Gestalter: innen maschinelles Lernen
produktiv nutzen können.
- Einschlägige Modelle und Verfahren von künstlicher Intelligenz im Design
- Systematische Betrachtung intelligenter Gestaltungswerkzeuge im Designprozess
- Prinzipien der guten und ethisch korrekten Gestaltung mit maschinellem Lernen
- Sechs Fallbeispiele mit speziellem Disziplinfokus und einem Kapitel für praktische Anwendungen
Designing with intelligent applications
Intelligent machines
are no longer merely the stuff of science fiction; we are already
surrounded by a multitude of intelligent applications. For example, the
information feeds of large social media platforms are compiled and
designed for individual users by means of algorithms. This
often-unnoticed process in design practice contrasts conspicuously with a
glaring gap in terms of the design-centered practice of
application-oriented, AI-based design.
This book shows how
designers' tasks, roles, and understanding expand when machines take on
design decisions and when the concept and practice of what we call
creativity fundamentally shifts. Thus, this book adds to our knowledge
of how designers can apply machine learning productively.
- Relevant models and current applications of artificial intelligence in design
- Principles of good and ethical practice in designing with machine learning
- Seven discipline-specific case studies plus a chapter on practical applications
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