Ai And Ux
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Ai And Ux
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Author : Gavin Lew
language : en
Publisher: Apress
Release Date : 2020-10-17
Ai And Ux written by Gavin Lew and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-17 with Computers categories.
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
User Experience Artificial Intelligence
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Author : Davide Spallazzo
language : en
Publisher: Springer Nature
Release Date : 2025-01-18
User Experience Artificial Intelligence written by Davide Spallazzo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-18 with Computers categories.
This open access book addresses the thriving trend of embedding artificial intelligence (AI) and machine learning (ML) capabilities in products and services reaching the lay public, focusing on the user experience (UX) they prompt from a designerly perspective. It offers a UX evaluation method designed explicitly for AI-infused systems to answer one of the core problems affecting the relationship and interactions people have with such artefacts. The work investigates how people perceive and make sense of systems integrating AI capabilities, trying to understand how their meaning and significance can affect the experience of such products and what design challenges may arise. Given the fundamental premise that current UX methods cannot address AI-infused artefacts, it introduces the results of Meet-AI, a research project exploring specific ways to tackle these problems. The book then presents a comprehensive analysis of current UX methods, and a literature review focused on detecting possible gaps and the most suitable qualities to describe AI-infused systems, and summarizes the findings from all previous investigations into a UX evaluation scale: AIXE (AI user eXperience Evaluation). The book also portrays how the tool has been validated and expanded to become a more comprehensive method. It further describes how the scale has been applied to a comparative study of domestic smart speakers, and introduces a reversed interpretation of the outcomes, framing them as heuristics to inform the early phases of the design process and paving the way for future experimentations in the meta-design dimension.
Explainable Ai And User Experience Prototyping And Evaluating An Ux Optimized Xai Interface In Computer Vision
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Author : Georg Dedikov
language : en
Publisher: GRIN Verlag
Release Date : 2023-05-16
Explainable Ai And User Experience Prototyping And Evaluating An Ux Optimized Xai Interface In Computer Vision written by Georg Dedikov and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-16 with Computers categories.
Master's Thesis from the year 2023 in the subject Computer Science - SEO, Search Engine Optimization, grade: 1,0, University of Regensburg (Professur für Wirtschaftsinformatik, insb. Internet Business & Digitale Soziale Medien), language: English, abstract: This thesis presents a toolkit of 17 user experience (UX) principles, which are categorized according to their relevance towards Explainable AI (XAI). The goal of Explainable AI has been widely associated in literature with dimensions of comprehensibility, usefulness, trust, and acceptance. Moreover, authors in academia postulate that research should rather focus on the development of holistic explanation interfaces instead of single visual explanations. Consequently, the focus of XAI research should be more on potential users and their needs, rather than purely technical aspects of XAI methods. Considering these three impediments, the author of this thesis derives the assumption to bring valuable insights from the research area of User Interface (UI) and User Experience design into XAI research. Basically, UX is concerned with the design and evaluation of pragmatic and hedonic aspects of a user’s interaction with a system in some context. These principles are taken into account in the subsequent prototyping of a custom XAI system called Brain Tumor Assistant (BTA). Here, a pre-trained EfficientNetB0 is used as a Convolutional Neural Network that can divide x-ray images of a human brain into four classes with an overall accuracy of 98%. To generate factual explanations, Local Interpretable Model-agnostic Explanations are subsequently applied as an XAI method. The following evaluation of the BTA is based on the so-called User Experience Questionnaire (UEQ) according to Laugwitz et al. (2008), whereby single items of the questionnaire are adapted to the specific context of XAI. Quantitative data from a study with 50 participants in each control and treatment group is used to present a standardized way of quantifying the dimensions of Usability and UX specifically for XAI systems. Furthermore, through an A/B test, evidence is presented that visual explanations have a significant (α=0.05) positive effect on the dimensions of attractiveness, usefulness, controllability, and trustworthiness. In summary, this thesis proves that explanations in computer vision not only have a significantly positive effect on trustworthiness, but also on other dimensions.
A Simple Guide To User Experience In The Ai World
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Author : Dela Rostami
language : en
Publisher: Dela Rostami
Release Date :
A Simple Guide To User Experience In The Ai World written by Dela Rostami and has been published by Dela Rostami this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Are you ready to unlock the potential of AI through exceptional user experience design? "UX for AI" demystifies the complex world of user experience in the burgeoning field of artificial intelligence. This book is crafted for beginners and provides a thorough introduction to the essentials of UX, tailored specifically for AI applications. In this guide, you'll discover: Fundamentals of UX: Learn what UX is, how it differs from UX research, and why it's crucial in AI. History and Theory: Explore the evolution of UX design thinking and how psychological principles apply to user-centered design. Practical Approaches: Gain insights into defining design problems, conducting effective research, and employing AI-specific design strategies. Ethics and Accessibility: Tackle critical issues such as ethical design, bias in AI, and creating inclusive experiences. Career Guidance: Understand the landscape for UX careers in AI, including skills needed and potential career paths. Whether you're a budding designer, a tech professional looking to shift into UX, or simply AI-curious, "UX for AI" offers the tools and knowledge you need to create impactful, user-friendly AI systems. Embark on your UX journey today and start designing the future of AI!
Designing Human Centric Ai Experiences
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Author : Akshay Kore
language : en
Publisher: Apress
Release Date : 2022-08-13
Designing Human Centric Ai Experiences written by Akshay Kore and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-13 with Computers categories.
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
Artificial Intelligence In Hci
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Author : Helmut Degen
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
Artificial Intelligence In Hci written by Helmut Degen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Computers categories.
The three-volume book set LNAI 14734, 14735, and 14736 constitutes the refereed proceedings of 5th International Conference on Artificial Intelligence in HCI, AI-HCI 2024, held as part of the 26th International Conference, HCI International 2024, which took place in Washington, DC, USA, during June 29-July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The AI-HCI 2024 proceedings were organized in the following topical sections: Part I: Human-centered artificial intelligence; explainability and transparency; AI systems and frameworks in HCI; Part II: Ethical considerations and trust in AI; enhancing user experience through AI-driven technologies; AI in industry and operations; Part III: Large language models for enhanced interaction; advancing human-robot interaction through AI; AI applications for social impact and human wellbeing.
Ai For Designers
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Author : Lise Pilot
language : en
Publisher: Independently Published
Release Date : 2024-07-08
Ai For Designers written by Lise Pilot and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-08 with Computers categories.
AI for Designers: Using Artificial Intelligence to Supercharge Your Workflow and Build AI-Powered Products Unlock the transformative power of artificial intelligence and revolutionize your design process with "AI for Designers." This comprehensive guide, authored by seasoned UX design expert Lise Pilot, explores the dynamic intersection of AI and user experience design, offering practical insights and actionable strategies to enhance every stage of your workflow. Discover How to: Integrate AI tools to streamline UX research, ideation, prototyping, and evaluation. Develop an AI mindset to identify opportunities for AI integration in your projects. Navigate ethical considerations and ensure responsible AI usage in your designs. Future-proof your UX career by mastering AI-driven methodologies and techniques. Key Features: In-Depth Exploration: Understand essential AI concepts and how they apply to UX design. Practical Applications: Learn how to harness AI for real-world design challenges, including a case study on creating a private jet booking app. Step-by-Step Guides: Follow detailed instructions on incorporating AI tools at every stage of the design process. Future Trends: Stay ahead of the curve with insights into the evolving role of AI in design and emerging industry trends. Praise for AI for Designers: "Lise Pilot's expertise shines through in this must-read for any designer looking to stay relevant in the age of AI. A comprehensive and practical guide that bridges the gap between human creativity and AI innovation." - [Industry Expert] About the Author: Lise Pilot is a veteran UX designer with over two decades of experience in digital design. Specializing in User-Centered Design methodology, she has dedicated her career to delivering exceptional customer-centric solutions that maximize business value. Lise's deep understanding of AI technologies and their applications in UX design make her a leading voice in the field. Join the AI revolution in design and transform the way you work. "AI for Designers" is your ultimate roadmap to becoming an AI-savvy designer, ready to tackle the challenges and opportunities of the future.
Ux Strategy
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Author : Jaime Levy
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2015-05-20
Ux Strategy written by Jaime Levy and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-20 with Business & Economics categories.
User experience (UX) strategy requires a careful blend of business strategy and UX design, but until now, there hasn’t been an easy-to-apply framework for executing it. This hands-on guide introduces lightweight strategy tools and techniques to help you and your team craft innovative multi-device products that people want to use. Whether you’re an entrepreneur, UX/UI designer, product manager, or part of an intrapreneurial team, this book teaches simple-to-advanced strategies that you can use in your work right away. Along with business cases, historical context, and real-world examples throughout, you’ll also gain different perspectives on the subject through interviews with top strategists. Define and validate your target users through provisional personas and customer discovery techniques Conduct competitive research and analysis to explore a crowded marketplace or an opportunity to create unique value Focus your team on the primary utility and business model of your product by running structured experiments using prototypes Devise UX funnels that increase customer engagement by mapping desired user actions to meaningful metrics
The Best Interface Is No Interface
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Author : Golden Krishna
language : en
Publisher: New Riders
Release Date : 2015-01-31
The Best Interface Is No Interface written by Golden Krishna and has been published by New Riders this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-31 with Computers categories.
Our love affair with the digital interface is out of control. We’ve embraced it in the boardroom, the bedroom, and the bathroom. Screens have taken over our lives. Most people spend over eight hours a day staring at a screen, and some “technological innovators” are hoping to grab even more of your eyeball time. You have screens in your pocket, in your car, on your appliances, and maybe even on your face. Average smartphone users check their phones 150 times a day, responding to the addictive buzz of Facebook or emails or Twitter. Are you sick? There’s an app for that! Need to pray? There’s an app for that! Dead? Well, there’s an app for that, too! And most apps are intentionally addictive distractions that end up taking our attention away from things like family, friends, sleep, and oncoming traffic. There’s a better way. In this book, innovator Golden Krishna challenges our world of nagging, screen-based bondage, and shows how we can build a technologically advanced world without digital interfaces. In his insightful, raw, and often hilarious criticism, Golden reveals fascinating ways to think beyond screens using three principles that lead to more meaningful innovation. Whether you’re working in technology, or just wary of a gadget-filled future, you’ll be enlighted and entertained while discovering that the best interface is no interface.
The Ultimate Handbook Of Ui Ux Product Design
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Author : Lise Pilot
language : en
Publisher: Independently Published
Release Date : 2024-11-16
The Ultimate Handbook Of Ui Ux Product Design written by Lise Pilot and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-16 with Computers categories.
The Ultimate Guide to a Career in UI/UX Product Design and Thriving in the Age of AI Explore the essentials of a career in UI/UX design and learn how to adapt in an era shaped by artificial intelligence. Whether you're an aspiring designer, an experienced professional seeking growth, or someone navigating the intersection of design and AI, this book is your go-to resource. Inside, you'll discover: The evolution of UI/UX design and its future in a tech-driven world. Proven methodologies like User-Centered Design (UCD) to create meaningful user experiences. Tips and tools for research, prototyping, and usability testing to sharpen your skills. Career strategies for breaking into or advancing in the UI/UX industry. Opportunities in AI for designers to stay ahead of the curve. Packed with real-world insights, personal anecdotes, and practical advice from a seasoned expert, The Ultimate Handbook of UI/UX Product Design and How to Thrive in the Age of AI will empower you to excel in this ever-evolving field. About the Author Lise Pilot has over three decades of experience as a digital User Experience Designer, navigating the rapid changes in technology from the dot-com boom to the AI revolution. Her expertise spans mobile design, enterprise UX, and emerging AI technologies. This book encapsulates her knowledge and passion for guiding the next generation of designers toward success.