Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence

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Akshay Kore

Designing Human-Centric AI Experiences

Applied UX Design for Artificial Intelligence

Akshay Kore

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English

APress
13 August 2022

Graphics programming; Artificial intelligence; Machine learning

Series: Design Thinking

User experience (UX) design practices have seen a fundamental shift as more and

more software products incorporate machine learning (ML) components and artificial

intelligence (AI) algorithms at their core. This book will probe into UX design’s role in

making technologies inclusive and enabling user collaboration with AI. 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

By: Akshay Kore
Imprint: APress
Country of Publication: United States
Edition: 1st ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 747g
ISBN: 9781484280874
ISBN 10: 1484280873
Series: Design Thinking
Pages: 468
Publication Date: 13 August 2022
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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.

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.