Intelligent Adaptive Systems - An Interaction-Centered Design Perspective

A synthesis of recent research and developments on intelligent adaptive systems from the HF (human factors) and HCI (human-computer interaction) domains, this book provides integrated design guidance and recommendations for researchers and system developers. It addresses a recognized lack of integration between the HF and HCI research communities, which has led to inconsistencies between the research approaches adopted, and a lack of exploitation of research from one field by the other. The book establishes design guidance through the review of conceptual frameworks, analytical methodologies, and design processes for intelligent adaptive systems.

List of contents

Introduction. Theoretical Approaches. Introduction to Intelligent Adaptive Systems. Conceptual Frameworks for Intelligent Adaptive Systems. Analysis and Design of Intelligent Adaptive Systems. Analytical Techniques. Agent-based Design Principles. User Monitoring Approaches. Guidance for the Design of Intelligent Adaptive Systems. Practical Applications. Case Studies. Conclusions. Appendix 8 - Courses that may use this as a textbook.

About the author

Dr. Ming Hou is a senior defence scientist at Defence Research and Development Canada (DRDC) Toronto, where he is responsible for providing science-based advice to the Canadian Armed Forces about the investment in and application of advanced technologies for human-machine systems requirements. His research interests include applied cognition, intelligent adaptive interface and systems design, human-technology/automation interaction, intelligent tutoring, and stereoscopic virtual and mixed reality displays. Dr. Hou is the Canadian National Leader of the Human Systems Performance Technical Panel for the Air in The Technical Cooperation Program (TTCP). He also serves several NATO working groups. Dr. Hou is a senior member of the Institute of Electrical and Electronics Engineers (IEEE), a member of the Human Factors and Ergonomics Society, and a member of the Association of Computing Machinery.
Dr. Simon Banbury is the owner and president of Looking Glass HF Inc., an independent Canadian-based human factors consultancy specializing in optimizing how people interact with technology. He is also a Professeur Associé of the School of Psychology at Université Laval (Canada) where he supervises PhD students and supports teamwork and medical decision making research. Dr. Banbury has almost twenty years of human factors consultancy and applied research experience in defence, industrial, and academic domains; he has worked as a human factors consultant in the defence and industrial sectors, as a lecturer of psychology at Cardiff University, and as a defence scientist for the United Kingdom’s Defence Evaluation and Research Agency (DERA).
Dr. Catherine Burns is a systems design engineering professor and the founding director of the Centre for Bioengineering and Biotechnology at the University of Waterloo (Canada). At Waterloo she also directs the Advanced Interface Design Lab. Her research examines user interface design, visualization, and cognitive work analysis and her work has been applied in military, healthcare, power plant control, and oil and gas refining domains. She regularly consults with companies in the areas of human performance in complex systems, interface design, and traditional human factors engineering. Dr. Burns has authored over 200 publications, co-authored a book on ecological interface design, and co-edited Applications of Cognitive Work Analysis. She has been the program chair for the Cognitive Engineering and Decision Making Technical Group of the Human Factors and Ergonomics Society and has been awarded both teaching and research excellence awards at the University of Waterloo.

Product details

• Authors: Simon Banbury, Catherine Burns, Ming Hou, Ming Banbury Hou
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 12.10.2017
• EAN: 9781138747784
• ISBN: 978-1-138-74778-4
• No. of pages: 331
• Subject: Natural sciences, medicine, IT, technology > Technology > Mechanical engineering, production engineering