Designing Human-Centric AI Experiences
Apress (Verlag)
978-1-4842-8087-4 (ISBN)
AI/ML-based systems have changed the way of traditional UX design. Instead of programming a method to do a specific action, creators of these systems provide data and nurture them to curate outcomes based on inputs. These systems are dynamic and while AI systems change over time, their user experience, in many cases, does not adapt to this dynamic nature.
Applied UX Design for Artificial Intelligence will explore this problem, addressing the challenges and opportunities in UX design for AI/ML systems, look at best practices for designers, managers, and product creators and showcase how individuals from a non-technical background can collaborate effectively with AI and Machine learning teams.
You Will Learn:
Best practices in UX design when building human-centric AI products or features
Ability to spot opportunities for applying AI in their organizations
Advantages and limitations of AI when building software products
Ability to collaborate and communicate effectively with AI/ML tech teams • UX design for different modalities (voice, speech, text, etc.)
Designing ethical AI system
Akshay Kore is a product designer and has led the design of AI products at Fortune 500 companies and high-growth startups. He studied Interaction design at IIT Bombay. Akshay has written articles for various publications like Hackernoon, The Startup, UX Planet, UX collective, etc., on user experience design, artificial intelligence, and voice interfaces. He frequently talks about designing AI products at conferences, design schools, organizations, and podcasts. Currently, he lives in Bangalore with his wife and two cats.
Part 1: Intelligence.- Chapter 1: On intelligence.- Chapter 2: Intelligent Agents.- Chapter 3: Incorporating Artificial Intelligence.- Part 2: Decisions.- Chapter 4: Building Trust.- Chapter 5: Designing Feedback.- Chapter 6: Handling Errors.- Part 3: Design.- Chapter 7: IE Ethics.- Chapter 8: Prototyping AI Products.- Part 4: Teamwork .- Chapter 9: Understanding AI Terminology.- Chapter 10: Working Effectively with AI Tech Teams.- Epilogue.
| Erscheinungsdatum | 17.08.2022 |
|---|---|
| Reihe/Serie | Design Thinking |
| Zusatzinfo | 143 Illustrations, black and white; XXIII, 468 p. 143 illus. |
| Verlagsort | Berkley |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Software Entwicklung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • Design for Artificial Intelligence • Designing AI products • Human+AI • Human-Centered AI • machine learning • Prediction machines • User-centered AI • User experience design for Artificial Intelligence • UX design for AI • UX design for Artificial Intelligence • UX design for ML • UX for AI |
| ISBN-10 | 1-4842-8087-3 / 1484280873 |
| ISBN-13 | 978-1-4842-8087-4 / 9781484280874 |
| Zustand | Neuware |
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