Design und kunstliche Intelligenz: Theoretische und praktische Grundlagen der Gestaltung mit maschinell lernenden Systemen

Designing with intelligent applications involves using algorithms to tailor information feeds to individual users, expanding designers' tasks, roles, and understanding. This book explores how designers can apply machine learning productively, including relevant models, ethical practices, and case studies.

Format: Paperback / softback
Length: 208 pages
Publication date: 24 October 2022
Publisher: Birkhauser

Intelligent machines have transcended the realm of science fiction and are now an integral part of our daily lives. From personalized social media feeds to autonomous vehicles, these advanced technologies are revolutionizing various industries. However, while these intelligent applications are prevalent, there exists a significant gap in the design-centered practice of application-oriented, AI-based design.

This book aims to bridge that gap by exploring how designers can effectively incorporate machine learning into their work. It demonstrates how designers' tasks, roles, and understanding can expand as machines take on design decisions, leading to a fundamental shift in the concept and practice of creativity. By providing relevant models and current applications of artificial intelligence in design, the book offers valuable insights into how designers can harness the power of machine learning to create innovative and effective solutions.

Furthermore, it emphasizes the importance of good and ethical practice in designing with machine learning, covering principles such as transparency, accountability, and user-centered design. Seven discipline-specific case studies, along with a chapter on practical applications, provide real-world examples of how designers have successfully integrated machine learning into their work.

In conclusion, this book is a valuable resource for designers seeking to stay ahead of the curve in an increasingly AI-driven world. It empowers designers to leverage the power of machine learning to create innovative and effective solutions, while also promoting ethical and responsible practices in design. By expanding their understanding of machine learning and its applications, designers can play a crucial role in shaping the future of technology and design.

Weight: 793g
Dimension: 260 x 200 (mm)
ISBN-13: 9783035625547