Innovations In Artificial Intelligence And Human Computer Interaction In The Digital Era

Download Innovations In Artificial Intelligence And Human Computer Interaction In The Digital Era full books in PDF, epub, and Kindle. Read online Innovations In Artificial Intelligence And Human Computer Interaction In The Digital Era ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era

Author : Surbhi Bhatia
Publisher : Elsevier
ISBN 13 : 0323998917
Total Pages : 340 pages
Book Rating : 4.3/5 (239 download)

DOWNLOAD NOW!

Book Synopsis Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era by : Surbhi Bhatia

Download or read book Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era written by Surbhi Bhatia and published by Elsevier. This book was released on 2023-04-15 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Artificial Intelligence and Human Computer Interaction in the Digital Era investigates the interaction and growing interdependency of the HCI and AI fields, which are not usually addressed in traditional approaches. Chapters explore how well AI can interact with users based on linguistics and user-centered design processes, especially with the advances of AI and the hype around many applications. Other sections investigate how HCI and AI can mutually benefit from a closer association and the how the AI community can improve their usage of HCI methods like "Wizard of Oz” prototyping and "Thinking aloud” protocols. Moreover, HCI can further augment human capabilities using new technologies. This book demonstrates how an interdisciplinary team of HCI and AI researchers can develop extraordinary applications, such as improved education systems, smart homes, smart healthcare and map Human Computer Interaction (HCI) for a multidisciplinary field that focuses on the design of computer technology and the interaction between users and computers in different domains. The main goal of HCI is to make computers easier to use and more helpful to the users or customers. Presents fundamental concepts of both HCI and AI, addressing a multidisciplinary audience of researchers and engineers working on User Centered Design (UCD), User Interface (UI) design and User Experience (UX) design Explores a broad range of case studies from across healthcare, industry and education Investigates multiple strategies for designing and developing intelligent user interfaces to solve real-world problems Outlines research challenges and future directions for the intersection of AI and HCI

Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era

Author : Surbhi Bhatia Khan
Publisher : Elsevier
ISBN 13 : 0323999492
Total Pages : 342 pages
Book Rating : 4.3/5 (239 download)

DOWNLOAD NOW!

Book Synopsis Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era by : Surbhi Bhatia Khan

Download or read book Innovations in Artificial Intelligence and Human-Computer Interaction in the Digital Era written by Surbhi Bhatia Khan and published by Elsevier. This book was released on 2023-07-22 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Artificial Intelligence and Human Computer Interaction in the Digital Era investigates the interaction and growing interdependency of the HCI and AI fields, which are not usually addressed in traditional approaches. Chapters explore how well AI can interact with users based on linguistics and user-centered design processes, especially with the advances of AI and the hype around many applications. Other sections investigate how HCI and AI can mutually benefit from a closer association and the how the AI community can improve their usage of HCI methods like “Wizard of Oz prototyping and “Thinking aloud protocols. Moreover, HCI can further augment human capabilities using new technologies. This book demonstrates how an interdisciplinary team of HCI and AI researchers can develop extraordinary applications, such as improved education systems, smart homes, smart healthcare and map Human Computer Interaction (HCI) for a multidisciplinary field that focuses on the design of computer technology and the interaction between users and computers in different domains. Presents fundamental concepts of both HCI and AI, addressing a multidisciplinary audience of researchers and engineers working on User Centered Design (UCD), User Interface (UI) design, and User Experience (UX) design Explores a broad range of case studies from across healthcare, industry, and education Investigates multiple strategies for designing and developing intelligent user interfaces to solve real-world problems Outlines research challenges and future directions for the intersection of AI and HCI

Human-Computer Interaction and Beyond: Advances Towards Smart and Interconnected Environments (Part I)

Author : Nirmalya Thakur
Publisher : Bentham Science Publishers
ISBN 13 : 9814998826
Total Pages : 173 pages
Book Rating : 4.8/5 (149 download)

DOWNLOAD NOW!

Book Synopsis Human-Computer Interaction and Beyond: Advances Towards Smart and Interconnected Environments (Part I) by : Nirmalya Thakur

Download or read book Human-Computer Interaction and Beyond: Advances Towards Smart and Interconnected Environments (Part I) written by Nirmalya Thakur and published by Bentham Science Publishers. This book was released on 2021-09-06 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human-Computer Interaction and Beyond: Advances Towards Smart and Interconnected Environments is a 2-part book set which presents discoveries, innovative ideas, concepts, practical solutions, and novel applications of Human-Computer Interaction (HCI) and related disciplines such as artificial intelligence, machine learning, data mining, computer vision, and natural language processing. The book provides readers with information about HCI trends which are shaping the future of smart, interconnected urban and industrial environments. Contributions are authored by experts and scientists in the field of HCI and its interrelated disciplines from 8 different countries – Chile, China, Croatia, India, Iran, Malaysia, Peru, and South Korea. The chapters of this volume present novel and state of the art research works conducted at the intersection of HCI aimed at developing trust, increasing user acceptance, augmenting user performance, and fostering human-technology partnerships. Chapters cover usability testing in digital healthcare systems, user experience testing of handicapped children and assistive technologies for visually impaired users and a gamified user experience design for learning. The volume also presents a review of twitter usability testing among Indian users, along with specific cases of arthritis diagnostic systems, meteorological draught analysis and the role of EUPS in improving GUI design to improve the user experience. Human-Computer Interaction and Beyond: Advances Towards Smart and Interconnected Environments is an informative reference for scientists, researchers, and developers in both academia and industry who wish to learn, design, implement, and apply these emerging technologies in HCI in different sectors, with the goal of realizing futuristic technology-driven living and functional smart cities and environments.

Human-Centered AI

Author : Ben Shneiderman
Publisher : Oxford University Press
ISBN 13 : 0192660004
Total Pages : 390 pages
Book Rating : 4.1/5 (926 download)

DOWNLOAD NOW!

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 2022-01-13 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.

Artificial Intelligence for Human Computer Interaction: A Modern Approach

Author : Yang Li
Publisher : Springer Nature
ISBN 13 : 3030826813
Total Pages : 602 pages
Book Rating : 4.0/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence for Human Computer Interaction: A Modern Approach by : Yang Li

Download or read book Artificial Intelligence for Human Computer Interaction: A Modern Approach written by Yang Li and published by Springer Nature. This book was released on 2021-11-04 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book explores the many interesting questions that lie at the intersection between AI and HCI. It covers a comprehensive set of perspectives, methods and projects that present the challenges and opportunities that modern AI methods bring to HCI researchers and practitioners. The chapters take a clear departure from traditional HCI methods and leverage data-driven and deep learning methods to tackle HCI problems that were previously challenging or impossible to address. It starts with addressing classic HCI topics, including human behaviour modeling and input, and then dedicates a section to data and tools, two technical pillars of modern AI methods. These chapters exemplify how state-of-the-art deep learning methods infuse new directions and allow researchers to tackle long standing and newly emerging HCI problems alike. Artificial Intelligence for Human Computer Interaction: A Modern Approach concludes with a section on Specific Domains which covers a set of emerging HCI areas where modern AI methods start to show real impact, such as personalized medical, design, and UI automation.

Smart and Intelligent Systems

Author : Abbas Moallem
Publisher : CRC Press
ISBN 13 : 1000455645
Total Pages : 231 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!

Book Synopsis Smart and Intelligent Systems by : Abbas Moallem

Download or read book Smart and Intelligent Systems written by Abbas Moallem and published by CRC Press. This book was released on 2021-12-28 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The more we know about smart and intelligent systems and their use, the more productive organizations can become, and the more quality of life will improve."—Gavriel Salvendy, President Academy of Science, Engineering and Medicine of Florida, University Distinguished Professor University of Central Florida" "Robots, drones, self-driving cars, and personal assistants are only some of the ‘intelligent’ and ‘smart’ systems which are populating our world and changing the way we use technology to carry out our everyday activities, bringing about both exciting opportunities for human-technology symbiosis, as well as compelling design and development challenges. Through a carefully selected choice of chapters, authored by top scientists in the field, this book, edited by Abbas Moallem, sheds light on fundamental aspects of intelligent and smart systems, investigating the role and impact of affective and psychophysiological computing, machine learning, cybersecurity, agent transparency, and human-agent teaming in the shaping of this new interaction paradigm, as well as the human factors involved in their application in critical domains such as health, education, and manufacturing in the emerging technological landscape."—Constantine Stephanidis, Professor of Computer Science, University of Crete, Distinguished member of Foundation for Research and Technology - Hellas (FORTH) In today’s digital world, the words "smart" and intelligent" are now used to label devices, machinery, systems, and even environments. What is a "smart" system? Is "smart" synonymous with "intelligent"? If not, what does an "intelligent system" mean? Are all smart systems intelligent? This book tries to answer these questions by summarizing the existing research in various areas and providing new research findings. Smart and Intelligent Systems: The Human Elements in Artificial Intelligence, Robotics, and Cybersecurity presents new areas of smart and intelligent system design. It defines smart and intelligent systems, offers a human factors approach, discusses networking applications, and combines the human element with smart and intelligent systems. This book is perfect for engineering students in data sciences and artificial intelligence and practitioners at all levels in the fields of human factors and ergonomics, systems engineering, computer science, software engineering, and robotics.

Computational Imaging and Analytics in Biomedical Engineering

Author : T. R. Ganesh Babu
Publisher : CRC Press
ISBN 13 : 100383017X
Total Pages : 356 pages
Book Rating : 4.0/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Computational Imaging and Analytics in Biomedical Engineering by : T. R. Ganesh Babu

Download or read book Computational Imaging and Analytics in Biomedical Engineering written by T. R. Ganesh Babu and published by CRC Press. This book was released on 2024-07-26 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new book focuses on mathematical and numerical methods for medical images and data. The book presents the various mathematical modeling techniques, numerical analysis, computing and computational techniques, and applications of machine learning for medical images and medical informatics. It also focuses on programming concepts using MATLAB and Phython for medical image and signal analytics. The volume demonstrates the use of computational techniques and tools such as machine learning, deep neural networks, artificial intelligence and human-computer interaction ,fusion methods for CT and pet images, etc., for diagnosis of brain disorders, cervical cancer, lung disease, melanoma, atrial fibrillation and other circulatory issues, dental images, diabetes, and other medical issues.

Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse

Author : Lathabhavan, Remya
Publisher : IGI Global
ISBN 13 :
Total Pages : 376 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!

Book Synopsis Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse by : Lathabhavan, Remya

Download or read book Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse written by Lathabhavan, Remya and published by IGI Global. This book was released on 2024-04-22 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's digital age, the rapid advancement of AI and digital technologies has led to the emergence of digital consciousness, blurring the lines between human and machine thinking. At the same time, these technologies offer unprecedented convenience and efficiency but pose significant challenges. Individuals are increasingly facing issues such as stress, anxiety, and technology addiction, impacting their overall well-being and decision-making processes. The dichotomy between digital consciousness and human consciousness raises critical questions about how we can navigate these challenges in a rapidly evolving technological landscape. To address these pressing concerns, Comparative Analysis of Digital Consciousness and Human Consciousness: Bridging the Divide in AI Discourse offers a comprehensive exploration of the impacts of digital consciousness on human well-being and decision-making. This book delves into the paradoxes and challenges posed by the coexistence of digital and human consciousness, providing insights from psychological perspectives, practitioner experiences, and academic research. By offering a nuanced understanding of these concepts, we aim to equip readers with the knowledge and tools needed to manage the implications of digital consciousness in their personal and professional lives.

From Tool to Partner

Author : JONATHAN GRUDIN
Publisher : Springer Nature
ISBN 13 : 3031022181
Total Pages : 165 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis From Tool to Partner by : JONATHAN GRUDIN

Download or read book From Tool to Partner written by JONATHAN GRUDIN and published by Springer Nature. This book was released on 2022-05-31 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive history of human-computer interaction (HCI). Whether you are a user-experience professional or an academic researcher, whether you identify with computer science,human factors, information systems, information science, design, or communication, you can discover how your experiences fit into the expanding field of HCI. You can determine where to look for relevant information in other fields—and where you won't find it. This book describes the different fields that have participated in improving our digital tools.It is organized chronologically, describing major developments across fields in each period. Computer use has changed radically, but many underlying forces are constant. Technology has changed rapidly, human nature very little. An irresistible force meets an immovable object. The exponential rate of technological change gives us little time to react before technology moves on. Patterns and trajectories described in this book provide your best chance to anticipate what could come next. We have reached a turning point. Tools that we built for ourselves to use are increasingly influencing how we use them, in ways that are planned and sometimes unplanned. The book ends with issues worthy of consideration as we explore the new world that we and our digital partners are shaping.

Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
ISBN 13 : 1522573690
Total Pages : 1221 pages
Book Rating : 4.5/5 (225 download)

DOWNLOAD NOW!

Book Synopsis Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction by : Khosrow-Pour, D.B.A., Mehdi

Download or read book Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction written by Khosrow-Pour, D.B.A., Mehdi and published by IGI Global. This book was released on 2018-09-28 with total page 1221 pages. Available in PDF, EPUB and Kindle. Book excerpt: As modern technologies continue to develop and evolve, the ability of users to adapt with new systems becomes a paramount concern. Research into new ways for humans to make use of advanced computers and other such technologies through artificial intelligence and computer simulation is necessary to fully realize the potential of tools in the 21st century. Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction provides emerging research in advanced trends in robotics, AI, simulation, and human-computer interaction. Readers will learn about the positive applications of artificial intelligence and human-computer interaction in various disciples such as business and medicine. This book is a valuable resource for IT professionals, researchers, computer scientists, and researchers invested in assistive technologies, artificial intelligence, robotics, and computer simulation.

Human Interaction, Emerging Technologies and Future Applications IV

Author : Tareq Ahram
Publisher : Springer Nature
ISBN 13 : 3030740099
Total Pages : 709 pages
Book Rating : 4.0/5 (37 download)

DOWNLOAD NOW!

Book Synopsis Human Interaction, Emerging Technologies and Future Applications IV by : Tareq Ahram

Download or read book Human Interaction, Emerging Technologies and Future Applications IV written by Tareq Ahram and published by Springer Nature. This book was released on 2021-04-15 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on research and developments in human-technology interaction. A special emphasis is given to human-computer interaction, and its implementation for a wide range of purposes such as healthcare, manufacturing, transportation, and education, among others. The human aspects are analyzed in detail. Innovative studies related to human-centered design, wearable technologies, augmented, virtual and mixed reality simulation, as well as developments and applications of machine learning and AI for different purposes, represent the core of the book. Emerging issues in business, security, and infrastructure are also critically examined, thus offering a timely, scientifically-grounded, but also professionally-oriented snapshot of the current state of the field. The book is based on contributions presented at the 4th International Conference on Human Interaction and Emerging Technologies: Future Applications, IHIET-AI 2021, held on April 28-30, 2021, in Strasbourg, France. It offers a timely survey and a practice-oriented reference guide to researchers and professionals dealing with design and/or management of the new generation of service systems.

Management and Information Technology in the Digital Era

Author : Nawal Chemma
Publisher : Emerald Group Publishing
ISBN 13 : 1803822953
Total Pages : 265 pages
Book Rating : 4.8/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Management and Information Technology in the Digital Era by : Nawal Chemma

Download or read book Management and Information Technology in the Digital Era written by Nawal Chemma and published by Emerald Group Publishing. This book was released on 2022-09-30 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management and Information Technology in the Digital Era: Challenges and Perspectives explores the management and practical implications of digital information management to provide theoretical insight for managers and researchers to co-create their technology values and better understand its prospects and challenges.

AI by Design

Author : Catriona Campbell
Publisher : CRC Press
ISBN 13 : 1000554929
Total Pages : 164 pages
Book Rating : 4.0/5 (5 download)

DOWNLOAD NOW!

Book Synopsis AI by Design by : Catriona Campbell

Download or read book AI by Design written by Catriona Campbell and published by CRC Press. This book was released on 2022-03-13 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the reader to Artificial Intelligence and its importance to our future. Campbell uses behavioural psychology, explores technology, economics, real-life and historical examples to predict five future scenarios with AI. Illustrating through speculative fiction, she describes possible futures after AI exceeds human capabilities. We are at a tipping point in history and must plan to ensure a successful co-existence with artificial intelligence. This book explains how to design for a future with AI so that, rather than herald our downfall, it helps us achieve a new renaissance.

Advances in Human Computer Interaction

Author : Shane Pinder
Publisher : BoD – Books on Demand
ISBN 13 : 953761915X
Total Pages : 614 pages
Book Rating : 4.5/5 (376 download)

DOWNLOAD NOW!

Book Synopsis Advances in Human Computer Interaction by : Shane Pinder

Download or read book Advances in Human Computer Interaction written by Shane Pinder and published by BoD – Books on Demand. This book was released on 2008-10-01 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: In these 34 chapters, we survey the broad disciplines that loosely inhabit the study and practice of human-computer interaction. Our authors are passionate advocates of innovative applications, novel approaches, and modern advances in this exciting and developing field. It is our wish that the reader consider not only what our authors have written and the experimentation they have described, but also the examples they have set.

From Tool to Partner

Author : Jonathan Grudin
Publisher :
ISBN 13 : 9781681732275
Total Pages : 150 pages
Book Rating : 4.7/5 (322 download)

DOWNLOAD NOW!

Book Synopsis From Tool to Partner by : Jonathan Grudin

Download or read book From Tool to Partner written by Jonathan Grudin and published by . This book was released on 2017-01-02 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive history of human-computer interaction (HCI). Whether you are a user experience professional or an academic researcher, whether you identify with computer science, human factors, information systems, information science, design, or communication, you can discover how your experiences fit into the expanding field of HCI. You can determine where to look for relevant information in other fields--and where you won't find it. This book describes the different fields that have participated in improving our digital tools. It is organized chronologically, describing major developments across fields in each period. Computer use has changed radically, but many underlying forces are constant. Technology has changed rapidly, human nature very little. An irresistible force meets an immovable object. The exponential rate of technological change gives us little time to react before technology moves on. Patterns and trajectories described in this book provide your best chance to anticipate what could come next. We have reached a turning point. Tools that we built for ourselves to use are increasingly influencing how we use them, in ways that are planned and sometimes unplanned. The book ends with issues worthy of consideration as we explore the new world that we and our digital partners are shaping.

The Future of Human-Computer Integration

Author : Norliza Katuk
Publisher : CRC Press
ISBN 13 : 1040034314
Total Pages : 202 pages
Book Rating : 4.0/5 (4 download)

DOWNLOAD NOW!

Book Synopsis The Future of Human-Computer Integration by : Norliza Katuk

Download or read book The Future of Human-Computer Integration written by Norliza Katuk and published by CRC Press. This book was released on 2024-06-13 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Future of Human-Computer Integration: Industry 5.0 Technology, Tools, and Algorithms provides a valuable insight into how Industry 5.0 technologies, tools, and algorithms can revolutionise industries and drive innovation. By emphasising the convergence of computer technology and human interaction, readers will learn the concepts of Industry 5.0, from the fundamentals to advanced techniques, with real-world examples and case studies in different industry sectors. The authors equip readers with the knowledge to mitigate risks to ensure success in this complex human and computer synchronisation in the era of Industry 5.0. This collection of writings by experts in their respective fields invites readers to journey through the transition from Industry 4.0 to Industry 5.0. Practical insights are offered alongside cutting-edge applications, such as blockchain, the Internet of Things (IoT), QR code, and augmented reality (AR), as well as the consideration of privacy, trust, and authentication through digital signatures. Such technologies and applications hold much promise to revolutionise industries and drive innovation. Topics in this book include the role of AI in human-computer interaction, efficient asset management using blockchain, computational thinking in program development, synergy of 5G and IoT in healthcare services, advances in increasing data capacity of QR codes, and personalised user experience with augmented reality. The authors also consider the challenges, risks, and concerns of such technologies and their applications in Industry 5.0. This book comprehensively explores Industry 5.0 from a computer science perspective as it delves into the technology aspects and tools for Industry 5.0. It offers readers a detailed understanding of how computer science intersects with Industry 5.0, how to humanise it, and its application to industry. This book has been written for technology professionals and practitioners, especially ones in healthcare, smart systems, and the oil and gas sectors. It will serve as a useful reference for students studying such advanced courses as digital technology, digital transformation, emergent technologies, and innovation through new technologies.

Computer Science and Artificial Intelligence

Author : Panel on Computer Science and Artificial Intelligence
Publisher : National Academies Press
ISBN 13 : 030959085X
Total Pages : 17 pages
Book Rating : 4.3/5 (95 download)

DOWNLOAD NOW!

Book Synopsis Computer Science and Artificial Intelligence by : Panel on Computer Science and Artificial Intelligence

Download or read book Computer Science and Artificial Intelligence written by Panel on Computer Science and Artificial Intelligence and published by National Academies Press. This book was released on 1997-06-24 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of this report is on artificial intelligence (AI) and human-computer interface (HCI) technology. Observations, conclusions, and recommendations regarding AI and HCI are presented in terms of six grand challenge areas which serve to identify key scientific and engineering issues and opportunities. Chapter 1 presents the panel's definitions of these and related terms. Chapter 2 presents the panel's general observations and recommendations regarding AI and HCI. Finally, Chapter 3 discusses computer science, AI, and HCI in terms of the six selected "grand challenge" areas and three time horizons, that is, short term (within the next 2 years), midterm (2 to 6 years), and long term (more than 6 years from now) and presents additional recommendations in these areas.