Design Computing and Cognition'22

This book reports on the state-of-the-art research and development in artificial intelligence in design, design cognition, design neurocognition, and design theories from the Tenth International Conference on Design Computing and Cognition in 2022. It covers various topics such as natural language processing and design, design cognition, design neurocognition, learning and design, creative design and co-design, shape grammars, quantum computing, and human behavior. The contributions are valuable to design researchers, design educators, and users of advanced computation and cognitive science.

Format: Hardback
Length: 836 pages
Publication date: 05 January 2023
Publisher: Springer International Publishing AG

This comprehensive book presents a thorough exploration of cutting-edge research and development in the fields of artificial intelligence in design, design cognition, design neurocognition, and design theories. Drawing from the Tenth International Conference on Design Computing and Cognition, held in Glasgow, UK, in 2022, the 48 chapters are organized into five sections: natural language processing and design, design cognition, design neurocognition, learning and design, creative design and co-design, shape grammars, quantum computing, and human behavior.

These contributions hold immense value for design researchers, design educators, and users of advanced computation and cognitive science. By delving into the cognitive and neurocognitive behavior of designers, this book offers valuable insights into the intricate processes involved in designing.

The natural language processing and design section explores the intersection of AI and language, focusing on techniques such as natural language generation, machine translation, and text analysis for design purposes. The design cognition section examines the mental processes and strategies employed by designers, including problem-solving, creativity, and decision-making. The design neurocognition section investigates the neural mechanisms underlying design cognition, shedding light on how designers perceive, process, and create designs.

The learning and design section explores the role of AI in enhancing design education and training, including personalized learning algorithms, virtual reality simulations, and interactive learning environments. The creative design and co-design section explores the collaborative aspects of design, emphasizing the role of AI in facilitating communication, collaboration, and co-creation among designers. The shape grammars section explores the use of formal grammar systems in design, including pattern recognition, rule-based systems, and generative design.

The quantum computing section explores the potential applications of quantum computing in design, including optimization, simulation, and pattern recognition. The human behavior section examines the influence of human factors, such as emotions, perception, and decision-making, on design processes and outcomes.

Overall, this book serves as a valuable resource for anyone interested in advancing the field of artificial intelligence in design. It provides a comprehensive overview of the current state-of-the-art research and offers insightful perspectives on the future of design and its intersection with AI.

Weight: 1436g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031204173
Edition number: 1st ed. 2023