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Full Description
The book aims to mainstream UI/UX design process by explaining latest AI/ML models in a comprehensible way and highlighting case studies on developing intelligent user interfaces for XR systems, human robot interaction, cockpit design and trajectory prediction. The book also discussed latest standards and guidelines relevant to UI/UX design, layout and equipment list for setting up lab on intelligent interaction design involving robots, drones and XR systems.
This book:
Covers a wide array of topics ranging from human factors, computer vision, AR/VR systems, Large Language Model, and usability evaluation techniques including statistical hypothesis techniques.
Discusses latest AI systems such as Vision Transformers, LLM based Human Robot Interface and Virtual Reality based Spacecraft simulation system.
Provides a list of freely downloadable software on the covered topics.
Contains graphical illustrations and a list of quick facts for easy revision and recalling of basic concepts in each chapter.
Gives new project idea on intelligent user interfaces that can be explored by students and early career researchers.
The intended audience of this book are engineering and design students and faculty members, user interface designers, and product managers who would like to be aware of latest AI/ML without diving into too much theoretical details and use it for their project or product development.
Contents
1. Introduction. 2. Human Factors. 3. Basics of AI/ML. 4. Modalities of Interaction. 5. Computer Vision. 6. Textual Information Processing. 7. Information Visualization. 8. User Study. 9. Human Robot Interaction. 10. Case Studies on Cockpit Design. 11. Case Studies on Trajectory Prediction. 12. Standardization. 13. Concluding Remarks.
