Author: Ben Shneiderman
Publisher: Oxford University Press
ISBN: 0192845292
Category : Computers
Languages : en
Pages : 390

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Book Description
The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity.

Author: Gavin Lew
Publisher: Apress
ISBN: 9781484257746
Category : Computers
Languages : en
Pages : 143

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Book Description
As venture capital and industrial resources are increasingly poured into rapid advances in artificial intelligence, the actual usage and success of AI depends on a satisfactory experience for the user. UX will play a significant role in the adoption of AI technologies across markets, and AI and UX explores just what these demands will entail. Great effort has been put forth to continuously make AI “smarter.” But, will smarter always equal more successful AI? It is not just about getting a product to market, but about getting the product into a user’s hands in a form that will be embraced. This demands examining the product from the perspective of the user. Authors Gavin Lew and Robert Schumacher have written AI and UX to examine just how product managers and designers can best strike this balance. From exploring the history of the parallel journeys of AI and UX, to investigating past product examples and failures, to practical expert knowledge on how to best execute a positive user experience, AI and UX examines all angles of how AI can best be developed within a UX framework. The new world of AI necessitates an equally new UX lens through which to see all potential products. While massive inroads have created strides in AI technology, it must be accessible and easy to use for the consumer. Innovators in the field need to shift thinking from “it works” to “it works well,” which makes all the difference in increasing adoption. Let your users enhance your data, and let the UX of your product do the selling for you. AI and UX is your roadmap for the future. What You'll Learn Understand how the usage and success of AI depends on a great user experience Discover how technology can advance beyond “it works” to “it works well,” which subsequently increases its adoption Determine what ways can we let the users enhance the data to make AI better attuned to their needs Realize how you can make humans smarter in their interactions with AI Who This Book Is For Those interested in AI and future implications; these can be futurists, technophiles, or product designers and product managers working on AI products

Author: Akshay Kore
Publisher: Apress
ISBN: 9781484280874
Category : Computers
Languages : en
Pages : 0

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Book Description
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

Author: Christopher Noessel
Publisher: Rosenfeld Media
ISBN: 1933820705
Category : Computers
Languages : en
Pages : 241

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Book Description
Advances in narrow artificial intelligence make possible agentive systems that do things directly for their users (like, say, an automatic pet feeder). They deliver on the promise of user-centered design, but present fresh challenges in understanding their unique promises and pitfalls. Designing Agentive Technology provides both a conceptual grounding and practical advice to unlock agentive technology’s massive potential.

Author: Paul Daugherty
Publisher: Harvard Business Press
ISBN: 1647821096
Category : Business & Economics
Languages : en
Pages : 152

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Book Description
Technology advances are making tech more . . . human. This changes everything you thought you knew about innovation and strategy. In their groundbreaking book, Human + Machine, Accenture technology leaders Paul R. Daugherty and H. James Wilson showed how leading organizations use the power of human-machine collaboration to transform their processes and their bottom lines. Now, as new AI powered technologies like the metaverse, natural language processing, and digital twins begin to rapidly impact both life and work, those companies and other pioneers across industries are tipping the balance even more strikingly toward the human side with technology-led strategy that is reshaping the very nature of innovation. In Radically Human, Daugherty and Wilson show this profound shift, fast-forwarded by the pandemic, toward more human—and more humane—technology. Artificial intelligence is becoming less artificial and more intelligent. Instead of data-hungry approaches to AI, innovators are pursuing data-efficient approaches that enable machines to learn as humans do. Instead of replacing workers with machines, they're unleashing human expertise to create human-centered AI. In place of lumbering legacy IT systems, they're building cloud-first IT architectures able to continuously adapt to a world of billions of connected devices. And they're pursuing strategies that will take their place alongside classic, winning business formulas like disruptive innovation. These against-the-grain approaches to the basic building blocks of business—Intelligence, Data, Expertise, Architecture, and Strategy (IDEAS)—are transforming competition. Industrial giants and startups alike are drawing on this radically human IDEAS framework to create new business models, optimize post-pandemic approaches to work and talent, rebuild trust with their stakeholders, and show the way toward a sustainable future. With compelling insights and fresh examples from a variety of industries, Radically Human will forever change the way you think about, practice, and win with innovation.

Author: Helen Armstrong
Publisher: Chronicle Books
ISBN: 1648960782
Category : Design
Languages : en
Pages : 177

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Book Description
Big Data, Big Design provides designers with the tools they need to harness the potential of machine learning and put it to use for good through thoughtful, human-centered, intentional design. Enter the world of Machine Learning (ML) and Artificial Intelligence (AI) through a design lens in this thoughtful handbook of practical skills, technical knowledge, interviews, essays, and theory, written specifically for designers. Gain an understanding of the design opportunities and design biases that arise when using predictive algorithms. Learn how to place design principles and cultural context at the heart of AI and ML through real-life case studies and examples. This portable, accessible guide will give beginners and more advanced AI and ML users the confidence to make reasoned, thoughtful decisions when implementing ML design solutions.

Author: Wendy Gunn
Publisher: A&C Black
ISBN: 0857853694
Category : Social Science
Languages : en
Pages : 331

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Book Description
Design Anthropology provides the definitive introduction to the field of design anthropology and the concepts, methods, practices and challenges of this exciting and emerging area of study

Author: Kim Goodwin
Publisher: John Wiley & Sons
ISBN: 1118079884
Category : Computers
Languages : en
Pages : 770

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Book Description
Whether you’re designing consumer electronics, medical devices, enterprise Web apps, or new ways to check out at the supermarket, today’s digitally-enabled products and services provide both great opportunities to deliver compelling user experiences and great risks of driving your customers crazy with complicated, confusing technology. Designing successful products and services in the digital age requires a multi-disciplinary team with expertise in interaction design, visual design, industrial design, and other disciplines. It also takes the ability to come up with the big ideas that make a desirable product or service, as well as the skill and perseverance to execute on the thousand small ideas that get your design into the hands of users. It requires expertise in project management, user research, and consensus-building. This comprehensive, full-color volume addresses all of these and more with detailed how-to information, real-life examples, and exercises. Topics include assembling a design team, planning and conducting user research, analyzing your data and turning it into personas, using scenarios to drive requirements definition and design, collaborating in design meetings, evaluating and iterating your design, and documenting finished design in a way that works for engineers and stakeholders alike.

Author: Jason Jerald
Publisher: Morgan & Claypool
ISBN: 1970001135
Category : Computers
Languages : en
Pages : 637

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Book Description
This is a strong foundation of human-centric virtual reality design for anyone and everyone involved in creating VR experiences. Without a clear understanding of the human side of virtual reality (VR), the experience will always fail. The VR Book bridges this gap by focusing on human-centered design. Creating compelling VR applications is an incredibly complex challenge. When done well, these experiences can be brilliant and pleasurable, but when done badly, they can result in frustration and sickness. Whereas limitations of technology can cause bad VR execution, problems are oftentimes caused by a lack of understanding human perception, interaction, design principles, and real users. This book focuses on the human elements of VR, such as how users perceive and intuitively interact with various forms of reality, causes of VR sickness, creating useful and pleasing content, and how to design and iterate upon effective VR applications. This book is not just for VR designers, it is for managers, programmers, artists, psychologists, engineers, students, educators, and user experience professionals. It is for the entire VR team, as everyone contributing should understand at least the basics of the many aspects of VR design. The industry is rapidly evolving, and The VR Book stresses the importance of building prototypes, gathering feedback, and using adjustable processes to efficiently iterate towards success. It contains extensive details on the most important aspects of VR, more than 600 applicable guidelines, and over 300 additional references.

Author: Christopher Simmons
Publisher: HOW Books
ISBN: 1600619711
Category : Design
Languages : en
Pages : 208

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Book Description
For many, doing good work that also does good in the world is part of the ethos of design practice. Just Design celebrates and explores this increasingly critical aspect of design by showcasing a diverse collection of inspiring projects, people and causes. Look inside to explore more than 140 exceptional design solutions from many of the world's leading designers and discover new work from emerging voices. Dig deeper by reading the story behind every included project—including 10 expanded case studies. Gain new perspective with thoughtful essays by Alissa Walker, Kate Andrews, Aaris Sherin, Alice Bybee, Cinthia Wen and Brian Collins. Energize your creative spirit with inspirational profiles and interviews with designers such as Emily Pilloton, Michael Osborne and Randy J. Hunt, and unique perspectives from Kalle Lasn, Brian Dougherty and Ric Grefe. What People Are Saying About Just Design "Just Design is the first book to offer a thoughtful, comprehensive and inspiring look at what happens when designers use their knowledge, resources and ability to create work that is concerned with positive change over cashing a check. The sample projects, interviews and contributing stories provide a contagious energy, motivation, and optimism that is hard to find in any other design book." —Armin Vit Co-founder, UnderConsideration "Christopher Simmons' brilliant new book showcases the worldwide, world-class work designers are doing to convey what is good and important for everyone, everywhere. Just Design is proof positive that design—and designers—can change the world, one design at a time." —Debbie Millman President, Sterling Brands Past President, AIGA "Through deft curation and succinct, exacting project descriptions, Christopher Simmons and his guests provide a compelling set of work that confirms the critical and unique power of social design and its practitioners." —Allan Chochinov Partner, Core77 Chair, SVA MFA Products of Design "Just Design is the kind of book that makes you proud to be a designer. And inspires you to be a better one." —Valerie Casey Founder, Designers Accord "Just Design should be required reading for any designer or communications professional seeking to make a difference." —Joel Makower Chairman, GreenBiz Group, Author, Strategies for the Green Economy Inside: Adams Morioka • Adbusters • Albert Einstein • Altitude • Aufuldish & Warinner • Bob Dylan • Charles Darwin • Design Army • Firebelly Design • Frank Chimero • James Victore • Karlsonwilker • Lance Armstrong • Mende Design • MINE™ • Modern Dog • Office • Pentagram • Plato • Stefan • Sagmeister • Turnstyle • Vanderbyl Design • Volume Inc. • Winston Churchill • And more...