Design Thinking In Software And Ai Projects

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Design Thinking in Software and AI Projects

Author : Robert Stackowiak
Publisher : Apress
ISBN 13 : 9781484261521
Total Pages : 130 pages
Book Rating : 4.2/5 (615 download)

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Book Synopsis Design Thinking in Software and AI Projects by : Robert Stackowiak

Download or read book Design Thinking in Software and AI Projects written by Robert Stackowiak and published by Apress. This book was released on 2020-12-05 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the fundamentals of Design Thinking and how to apply Design Thinking techniques in defining software development and AI solutions. Design Thinking is an approach to innovation which identifies problems and generates solution ideas that can be rapidly proven through prototyping. This book provides a brief history of Design Thinking and an overview of the process. It then drills down into more detail regarding methods and tools used in a Design Thinking workshops leading to useful prototypes. Guidance is provided on: Preparing for a Design Thinking Workshop Uncovering potential business problems that might be solved Prioritizing potential solutions Identifying and characterizing stakeholders Choosing the right prototypes for development Limiting scope and best practices in prototype building The book concludes with a discussion of best practices in operationalizing successful prototypes, and describes change management techniques critical for successful adoption. You can use the knowledge gained from reading this book to incorporate Design Thinking techniques in your software development and AI projects, and assure timely and successful delivery of solutions. What You Will Learn Gain foundational knowledge of what Design Thinking is and when to apply the technique Discover preparation and facilitation techniques used in workshops Know how ideas are generated and then validated through prototyping Understand implementation best practices, including change management considerations Who This Book Is For Business decision makers and project stakeholders as well as IT project owners who seek a method leading to fast development of successful software and AI prototypes demonstrating real business value. Also for data scientists, developers, and systems integrators who are interested in facilitating or utilizing Design Thinking workshops to drive momentum behind potential software development and AI projects.

Design Thinking for Software Engineering

Author : Jennifer Hehn
Publisher : Springer Nature
ISBN 13 : 3030905942
Total Pages : 231 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Design Thinking for Software Engineering by : Jennifer Hehn

Download or read book Design Thinking for Software Engineering written by Jennifer Hehn and published by Springer Nature. This book was released on 2022-02-13 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the possibility of integrating design thinking into today’s technical contexts. Despite the popularity of design thinking in research and practice, this area is still too often treated in isolation without a clear, consistent connection to the world of software development. The book presents design thinking approaches and experiences that can facilitate the development of software-intensive products and services. It argues that design thinking and related software engineering practices, including requirements engineering and user-centric design (UX) approaches, are not mutually exclusive. Rather, they provide complementary methods and tools for designing software-intensive systems with a human-centric approach. Bringing together prominent experts and practitioners to share their insights, approaches and experiences, the book sheds new light on the specific interpretations and meanings of design thinking in various fields such as engineering, management, and information technology. As such, it provides a framework for professionals to demonstrate the potential of design thinking for software development, while offering academic researchers a roadmap for further research.

Design Thinking

Author : Kaushik Kumar
Publisher : CRC Press
ISBN 13 : 1000641252
Total Pages : 198 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Design Thinking by : Kaushik Kumar

Download or read book Design Thinking written by Kaushik Kumar and published by CRC Press. This book was released on 2022-08-23 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design thinking is a ground-breaking problem solving process which combines logic, intuition, and systematic reasoning to develop long-term solutions to common engineering challenges and to inspire innovation. Serving as an introduction to the concept as well as a reference point, the book is essential reading for all engineers. Following a design thinking approach itself to structure its contents, this book is a key introduction to the process, providing case studies to demonstrate the multiple practical uses of the method. Relevant to sectors such as software development, Mobile App Development, sustainability and Artificial Intelligence, the book has a wide range of applications. The inclusion of a tools section to focus in on popular apps and software aids the reader in practically using the design thinking method. It ends by looking forward to the future prospects of design thinking, and the innovations which it can inspire. The book will be of interest to engineers of all professions, including design and management.

Design Thinking

Author : Hasso Plattner
Publisher : Springer Science & Business Media
ISBN 13 : 3642137571
Total Pages : 246 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Design Thinking by : Hasso Plattner

Download or read book Design Thinking written by Hasso Plattner and published by Springer Science & Business Media. This book was released on 2010-12-13 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Everybody loves an innovation, an idea that sells.“ But how do we arrive at such ideas that sell? And is it possible to learn how to become an innovator? Over the years Design Thinking – a program originally developed in the engineering department of Stanford University and offered by the two D-schools at the Hasso Plattner Institutes in Stanford and in Potsdam – has proved to be really successful in educating innovators. It blends an end-user focus with multidisciplinary collaboration and iterative improvement to produce innovative products, systems, and services. Design Thinking creates a vibrant interactive environment that promotes learning through rapid conceptual prototyping. In 2008, the HPI-Stanford Design Thinking Research Program was initiated, a venture that encourages multidisciplinary teams to investigate various phenomena of innovation in its technical, business, and human aspects. The researchers are guided by two general questions: 1. What are people really thinking and doing when they are engaged in creative design innovation? How can new frameworks, tools, systems, and methods augment, capture, and reuse successful practices? 2. What is the impact on technology, business, and human performance when design thinking is practiced? How do the tools, systems, and methods really work to get the innovation you want when you want it? How do they fail? In this book, the researchers take a system’s view that begins with a demand for deep, evidence-based understanding of design thinking phenomena. They continue with an exploration of tools which can help improve the adaptive expertise needed for design thinking. The final part of the book concerns design thinking in information technology and its relevance for business process modeling and agile software development, i.e. real world creation and deployment of products, services, and enterprise systems.

Mind Mapping and Artificial Intelligence

Author : Jose Maria Guerrero
Publisher : Academic Press
ISBN 13 : 0128202424
Total Pages : 254 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Mind Mapping and Artificial Intelligence by : Jose Maria Guerrero

Download or read book Mind Mapping and Artificial Intelligence written by Jose Maria Guerrero and published by Academic Press. This book was released on 2022-10-22 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the near future, we will see an increase in the development and use of all sorts of AI applications. Some of the more promising areas will be Finance, Healthcare, IoT, Manufacturing, Journalism, and Cybersecurity. Many of these applications generate a great amount of complex information. Natural Language Understanding is one of the most clear examples. Traditional ways of visualizing complex information, namely linear text, web pages and hyperlink-based applications, have serious productivity problems. Users need a lot of time to visualize the information and have problems seeing the whole picture of the results. Mind mapping is probably the only way of reducing the problems inherent in these traditional ways of visualizing complex information. Most people have no clear idea about the advantages of mind mapping or the problems created by the traditional ways of visualizing complex information. The goal of Mind Mapping and Artificial Intelligence is to provide readers with an introduction to mind mapping and artificial intelligence, to the problems of using traditional ways of visualizing complex information and as an introduction to mind mapping automation and its integration into Artificial Intelligence applications such as NLU and others. As more applications of Artificial Intelligence are developed in the near future, the need for the improvement of the visualization of the information generated will increase exponentially. Information overload will soon also happen in AI applications. This will diminish the advantages of using AI. Author José Maria Guerrero is a long-time expert in mind mapping and visualization techniques. In this book he also introduces readers to MindManager mind mapping software, which can considerably reduce the problems associated with the interpretation of complex information generated by Artificial Intelligence software. Provides coverage of the fundamentals of mind mapping and visualization applied to Artificial Intelligence applications Includes coverage of the scientific bases for mind mapping for the visualization of complex information Introduces MindManager software for mind mapping Introduces the author's MindManager toolkit for the readers to use in development of new mind mapping applications Includes case studies and real-world applications of MindManager for AI applications, including examples using IBM Watson NLU

Design Thinking for Tech

Author : George W. Anderson
Publisher : Addison-Wesley
ISBN 13 : 0137933126
Total Pages : 575 pages
Book Rating : 4.1/5 (379 download)

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Book Synopsis Design Thinking for Tech by : George W. Anderson

Download or read book Design Thinking for Tech written by George W. Anderson and published by Addison-Wesley. This book was released on 2022-11-04 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: In just 24 lessons of one hour or less, Design Thinking for Tech helps you inject techniques and exercises into your projects using the same systematic and creative process that designers have used for years. Anderson walks you through a simple four-phase Design Thinking model, showing how to loop back, keep learning, and continuously refine your work. You start by understanding the essential “what, how, when, why, and who” of Design Thinking. Next, you use core Design Thinking techniques to understand the big picture, focus on your most critical problems, think more creatively about them, take the "next best steps" toward problem resolution and value creation, and along the way rapidly iterate for progress. Every lesson builds on what you've already learned, with exercises crafted to deliver directly relevant experience. Regardless of your role in the world of technology, you'll learn how to supercharge success for any tech-related project, business initiative, or digital transformation. Learn how to... Apply a simple four-phased Design Thinking model in team and individual settings Inject game-changing methods into the project lifecycle Gain crucial “big picture” insights into how a situation has evolved over time Build and maintain healthier, more resilient teams Reskill teams to deliver greater business, functional, and technical impact Set and manage realistic expectations through a 360° view of your stakeholders Connect, communicate, and empathize with the right people at the right time Liberate the ideas trapped in your head so you can explore them deeply with others Think divergently, expand creativity, and work through uncertainty Navigate problems to quickly arrive at potential solutions Deliver incremental yet real value to people who desperately need it Start small to deliver greater value at velocity Improve how you approach and manage change Step-by-step instructions carefully walk you through the most common tasks. Practical, hands-on examples show you how to apply what you learn. Quizzes and exercises help you test your knowledge and stretch your skills. Notes and tips point out shortcuts and solutions.

Change by Design

Author : Tim Brown
Publisher : Harper Collins
ISBN 13 : 0061937746
Total Pages : 278 pages
Book Rating : 4.0/5 (619 download)

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Book Synopsis Change by Design by : Tim Brown

Download or read book Change by Design written by Tim Brown and published by Harper Collins. This book was released on 2009-09-29 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Change by Design, Tim Brown, CEO of IDEO, the celebrated innovation and design firm, shows how the techniques and strategies of design belong at every level of business. Change by Design is not a book by designers for designers; this is a book for creative leaders who seek to infuse design thinking into every level of an organization, product, or service to drive new alternatives for business and society.

Design Thinking Research

Author : Christoph Meinel
Publisher : Springer Nature
ISBN 13 : 3030763242
Total Pages : 361 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Design Thinking Research by : Christoph Meinel

Download or read book Design Thinking Research written by Christoph Meinel and published by Springer Nature. This book was released on 2021-08-11 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensive research conducted by the Hasso Plattner Design Thinking Research Program at Stanford University in Palo Alto, California, USA, and the Hasso Plattner Institute in Potsdam, Germany, has yielded valuable insights on why and how design thinking works. The participating researchers have identified metrics, developed models, and conducted studies, which are featured in this book, and in the previous volumes of this series. This volume provides readers with tools to bridge the gap between research and practice in design thinking with varied real world examples. Several different approaches to design thinking are presented in this volume. Acquired frameworks are leveraged to understand design thinking team dynamics. The contributing authors lead the reader through new approaches and application fields and show that design thinking can tap the potential of digital technologies in a human-centered way. In a final section, new ideas in neurodesign at Stanford University and at Hasso Plattner Institute in Potsdam are elaborated upon thereby challenging the reader to consider newly developed methodologies and provide discussion of how these insights can be applied to various sectors. Special emphasis is placed on understanding the mechanisms underlying design thinking at the individual and team levels. Design thinking can be learned. It has a methodology that can be observed across multiple settings and accordingly, the reader can adopt new frameworks to modify and update existing practice. The research outcomes compiled in this book are intended to inform and provide inspiration for all those seeking to drive innovation – be they experienced design thinkers or newcomers.

HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction

Author : Masaaki Kurosu
Publisher : Springer Nature
ISBN 13 : 3031176154
Total Pages : 662 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction by : Masaaki Kurosu

Download or read book HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction written by Masaaki Kurosu and published by Springer Nature. This book was released on 2022-10-04 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume LNCS 13516 is part of the refereed proceedings of the 24th International Conference on Human-Computer Interaction, HCII 2022, which was held virtually during June 26 to July 1, 2022. A total of 5583 individuals from academia, research institutes, industry, and governmental agencies from 88 countries submitted contributions, and 1276 papers and 275 posters were included in the proceedings that were published just before the start of the conference. Additionally, 296 papers and 181 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work” (papers and posters). The contributions thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas.

Handbook of Research on Mathematical Modeling for Smart Healthcare Systems

Author : Samanta, Debabrata
Publisher : IGI Global
ISBN 13 : 1668445824
Total Pages : 503 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Mathematical Modeling for Smart Healthcare Systems by : Samanta, Debabrata

Download or read book Handbook of Research on Mathematical Modeling for Smart Healthcare Systems written by Samanta, Debabrata and published by IGI Global. This book was released on 2022-06-24 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in healthcare technologies have offered real-time guidance and technical assistance for diagnosis, monitoring, operation, and interventions. The development of artificial intelligence, machine learning, internet of things technology, and smart computing techniques are crucial in today’s healthcare environment as they provide frictionless and transparent financial transactions and improve the overall healthcare experience. This, in turn, has far-reaching effects on economic, psychological, educational, and organizational improvements in the way we work, teach, learn, and provide care. These advances must be studied further in order to ensure they are adapted and utilized appropriately. The Handbook of Research on Mathematical Modeling for Smart Healthcare Systems presents the latest research findings, ideas, innovations, developments, and applications in the field of modeling for healthcare systems. Furthermore, it presents the application of innovative techniques to complex problems in the case of healthcare. Covering a range of topics such as artificial intelligence, deep learning, and personalized healthcare services, this reference work is crucial for engineers, healthcare professionals, researchers, academicians, scholars, practitioners, instructors, and students.

HCI International 2023 – Late Breaking Papers

Author : Helmut Degen
Publisher : Springer Nature
ISBN 13 : 3031480570
Total Pages : 540 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis HCI International 2023 – Late Breaking Papers by : Helmut Degen

Download or read book HCI International 2023 – Late Breaking Papers written by Helmut Degen and published by Springer Nature. This book was released on 2023-11-25 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This seven-volume set LNCS 14054-14060 constitutes the proceedings of the 25th International Conference, HCI International 2023, in Copenhagen, Denmark, in July 2023. For the HCCII 2023 proceedings, a total of 1578 papers and 396 posters was carefully reviewed and selected from 7472 submissions. Additionally, 267 papers and 133 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work”. These papers were organized in the following topical sections: HCI Design and User Experience; Cognitive Engineering and Augmented Cognition; Cultural Issues in Design; Technologies for the Aging Population; Accessibility and Design for All; Designing for Health and Wellbeing; Information Design, Visualization, Decision-making and Collaboration; Social Media, Creative Industries and Cultural Digital Experiences; Digital Human Modeling, Ergonomics and Safety; HCI in Automated Vehicles and Intelligent Transportation; Sustainable Green Smart Cities and Smart Industry; eXtended Reality Interactions; Gaming and Gamification Experiences; Interacting with Artificial Intelligence; Security, Privacy, Trust and Ethics; Learning Technologies and Learning Experiences; eCommerce, Digital Marketing and eFinance.

Design Thinking Research

Author : Hasso Plattner
Publisher : Springer
ISBN 13 : 3319196413
Total Pages : 288 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Design Thinking Research by : Hasso Plattner

Download or read book Design Thinking Research written by Hasso Plattner and published by Springer. This book was released on 2015-09-08 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes the results of Design Thinking Research carried out at Stanford University in Palo Alto, California, USA and Hasso Plattner Institute in Potsdam, Germany. The authors offer readers a closer look at Design Thinking with its processes of innovations and methods. The contents of the articles range from how to design ideas, methods and technologies via creativity experiments and wicked problem solutions, to creative collaboration in the real world and the connectivity of designers and engineers. But the topics go beyond this in their detailed exploration of design thinking and its use in IT systems engineering fields and even from a management perspective. The authors show how these methods and strategies work in companies, introduce new technologies and their functions and demonstrate how Design Thinking can influence as diverse a topic area as marriage. Furthermore, we see how special design thinking use functions in solving wicked problems in complex fields. Thinking and creating innovations are basically and inherently human – so is Design Thinking. Due to this, Design Thinking is not only a factual matter or a result of special courses nor of being gifted or trained: it’s a way of dealing with our environment and improving techniques, technologies and life.

Design Thinking Research

Author : Hasso Plattner
Publisher : Springer
ISBN 13 : 3319068237
Total Pages : 287 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Design Thinking Research by : Hasso Plattner

Download or read book Design Thinking Research written by Hasso Plattner and published by Springer. This book was released on 2014-07-16 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design thinking as a user-centric innovation method has become more and more widespread during the past years. An increasing number of people and institutions have experienced its innovative power. While at the same time the demand has grown for a deep, evidence-based understanding of the way design thinking functions. This challenge is addressed by the Design Thinking Research Program between Stanford University, Palo Alto, USA and Hasso Plattner Institute, Potsdam, Germany. Summarizing the outcomes of the 5th program year, this book imparts the scientific findings gained by the researchers through their investigations, experiments and studies. The method of design thinking works when applied with diligence and insight. With this book and the underlying research projects, we aim to understand the innovation process of design thinking and the people behind it. The contributions ultimately center on the issue of building innovators. The focus of the investigation is on what people are doing and thinking when engaged in creative design innovation and how their innovation work can be supported. Therefore, within three topic areas, various frameworks, methodologies, mind sets, systems and tools are explored and further developed. The book begins with an assessment of crucial factors for innovators such as empathy and creativity, the second part addresses the improvement of team collaboration and finally we turn to specific tools and approaches which ensure information transfer during the design process. All in all, the contributions shed light and show deeper insights how to support the work of design teams in order to systematically and successfully develop innovations and design progressive solutions for tomorrow.

The Design Thinking Playbook

Author : Michael Lewrick
Publisher : John Wiley & Sons
ISBN 13 : 1119467500
Total Pages : 943 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis The Design Thinking Playbook by : Michael Lewrick

Download or read book The Design Thinking Playbook written by Michael Lewrick and published by John Wiley & Sons. This book was released on 2018-05-03 with total page 943 pages. Available in PDF, EPUB and Kindle. Book excerpt: A radical shift in perspective to transform your organization to become more innovative The Design Thinking Playbook is an actionable guide to the future of business. By stepping back and questioning the current mindset, the faults of the status quo stand out in stark relief—and this guide gives you the tools and frameworks you need to kick off a digital transformation. Design Thinking is about approaching things differently with a strong user orientation and fast iterations with multidisciplinary teams to solve wicked problems. It is equally applicable to (re-)design products, services, processes, business models, and ecosystems. It inspires radical innovation as a matter of course, and ignites capabilities beyond mere potential. Unmatched as a source of competitive advantage, Design Thinking is the driving force behind those who will lead industries through transformations and evolutions. This book describes how Design Thinking is applied across a variety of industries, enriched with other proven approaches as well as the necessary tools, and the knowledge to use them effectively. Packed with solutions for common challenges including digital transformation, this practical, highly visual discussion shows you how Design Thinking fits into agile methods within management, innovation, and startups. Explore the digitized future using new design criteria to create real value for the user Foster radical innovation through an inspiring framework for action Gather the right people to build highly-motivated teams Apply Design Thinking, Systems Thinking, Big Data Analytics, and Lean Start-up using new tools and a fresh new perspective Create Minimum Viable Ecosystems (MVEs) for digital processes and services which becomes for example essential in building Blockchain applications Practical frameworks, real-world solutions, and radical innovation wrapped in a whole new outlook give you the power to mindfully lead to new heights. From systems and operations to people, projects, culture, digitalization, and beyond, this invaluable mind shift paves the way for organizations—and individuals—to do great things. When you're ready to give your organization a big step forward, The Design Thinking Playbook is your practical guide to a more innovative future.

Human-Centered AI

Author : Ben Shneiderman
Publisher : Oxford University Press
ISBN 13 : 0192845292
Total Pages : 390 pages
Book Rating : 4.1/5 (928 download)

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Book Synopsis Human-Centered AI by : Ben Shneiderman

Download or read book Human-Centered AI written by Ben Shneiderman and published by Oxford University Press. This book was released on 2022 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Design Thinking Research

Author : Christoph Meinel
Publisher : Springer Nature
ISBN 13 : 303109297X
Total Pages : 349 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Design Thinking Research by : Christoph Meinel

Download or read book Design Thinking Research written by Christoph Meinel and published by Springer Nature. This book was released on 2022-09-07 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extensive research conducted by the Hasso Plattner Design Thinking Research Program at Stanford University in Palo Alto, California, USA, and the Hasso Plattner Institute in Potsdam, Germany, has yielded valuable insights on why and how design thinking works. The participating researchers have identified metrics, developed models, and conducted studies, which are featured in this book, and in the previous volumes of this series. This volume provides readers with tools to bridge the gap between research and practice in design thinking with varied real world examples. Several different approaches to design thinking are presented in this volume. Acquired frameworks are leveraged to understand design thinking team dynamics. The contributing authors lead the reader through new approaches and application fields and show that design thinking can tap the potential of digital technologies in a human-centered way. It also presents new ideas in neurodesign from Stanford University and the Hasso Plattner Institute in Potsdam, inviting the reader to consider newly developed methods and how these insights can be applied to different domains. Design thinking can be learned. It has a methodology that can be observed across multiple settings and accordingly, the reader can adopt new frameworks to modify and update existing practice. The research outcomes compiled in this book are intended to inform and provide inspiration for all those seeking to drive innovation – be they experienced design thinkers or newcomers.

Artificial Intelligence

Author : Melanie Mitchell
Publisher : Farrar, Straus and Giroux
ISBN 13 : 0374715238
Total Pages : 336 pages
Book Rating : 4.3/5 (747 download)

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Book Synopsis Artificial Intelligence by : Melanie Mitchell

Download or read book Artificial Intelligence written by Melanie Mitchell and published by Farrar, Straus and Giroux. This book was released on 2019-10-15 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.