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Designing Human-Centric AI Experiences

Applied UX Design for Artificial Intelligence
BuchKartoniert, Paperback
468 Seiten
Englisch
Springererschienen am13.08.20221st ed.
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 featuresAbility to spot opportunities for applying AI in their organizationsAdvantages and limitations of AI when building software productsAbility to collaborate and communicate effectively with AI/ML tech teams - UX design for different modalities (voice, speech, text, etc.)Designing ethical AI systemmehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR64,19
E-BookPDF1 - PDF WatermarkE-Book
EUR62,99

Produkt

KlappentextUser 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 featuresAbility to spot opportunities for applying AI in their organizationsAdvantages and limitations of AI when building software productsAbility to collaborate and communicate effectively with AI/ML tech teams - UX design for different modalities (voice, speech, text, etc.)Designing ethical AI system
Details
ISBN/GTIN978-1-4842-8087-4
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2022
Erscheinungsdatum13.08.2022
Auflage1st ed.
Seiten468 Seiten
SpracheEnglisch
IllustrationenXXIII, 468 p. 143 illus.
Artikel-Nr.50417597

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr

Autor

Akshay Kore is a senior product designer working on Human-computer interaction problems. He previously worked with the AI and Research group at Microsoft and currently works with Observe.ai (YC S18) designing AI products and systems. He holds a degree in Interaction Design from IIT Bombay. Akshay regularly contributes to various publications like Hackernoon, The Startup, UX Planet, UX Design magazine on user experience, AI, and voice interfaces. He also frequently speaks at industry conferences, design schools, organizations, and podcasts.
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