Adaptive Systems A Complete Guide 2020 Edition

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An Introduction to Self-adaptive Systems

Author : Danny Weyns
Publisher : John Wiley & Sons
ISBN 13 : 1119574943
Total Pages : 288 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis An Introduction to Self-adaptive Systems by : Danny Weyns

Download or read book An Introduction to Self-adaptive Systems written by Danny Weyns and published by John Wiley & Sons. This book was released on 2020-10-05 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and practical introduction to the foundations and engineering principles of self-adaptation Though it has recently gained significant momentum, the topic of self-adaptation remains largely under-addressed in academic and technical literature. This book changes that. Using a systematic and holistic approach, An Introduction to Self-adaptive Systems: A Contemporary Software Engineering Perspective provides readers with an accessible set of basic principles, engineering foundations, and applications of self-adaptation in software-intensive systems. It places self-adaptation in the context of techniques like uncertainty management, feedback control, online reasoning, and machine learning while acknowledging the growing consensus in the software engineering community that self-adaptation will be a crucial enabling feature in tackling the challenges of new, emerging, and future systems. The author combines cutting-edge technical research with basic principles and real-world insights to create a practical and strategically effective guide to self-adaptation. He includes features such as: An analysis of the foundational engineering principles and applications of self-adaptation in different domains, including the Internet-of-Things, cloud computing, and cyber-physical systems End-of-chapter exercises at four different levels of complexity and difficulty An accompanying author-hosted website with slides, selected exercises and solutions, models, and code Perfect for researchers, students, teachers, industry leaders, and practitioners in fields that directly or peripherally involve software engineering, as well as those in academia involved in a class on self-adaptivity, this book belongs on the shelves of anyone with an interest in the future of software and its engineering.

Robust Adaptive Control

Author : Petros Ioannou
Publisher : Courier Corporation
ISBN 13 : 0486320723
Total Pages : 850 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Robust Adaptive Control by : Petros Ioannou

Download or read book Robust Adaptive Control written by Petros Ioannou and published by Courier Corporation. This book was released on 2013-09-26 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presented in a tutorial style, this comprehensive treatment unifies, simplifies, and explains most of the techniques for designing and analyzing adaptive control systems. Numerous examples clarify procedures and methods. 1995 edition.

An Introduction to Genetic Algorithms

Author : Melanie Mitchell
Publisher : MIT Press
ISBN 13 : 9780262631853
Total Pages : 226 pages
Book Rating : 4.6/5 (318 download)

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Book Synopsis An Introduction to Genetic Algorithms by : Melanie Mitchell

Download or read book An Introduction to Genetic Algorithms written by Melanie Mitchell and published by MIT Press. This book was released on 1998-03-02 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics—particularly in machine learning, scientific modeling, and artificial life—and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.

Adaptive Software Development

Author : James A. Highsmith
Publisher : Dorset House Publishing Company, Incorporated
ISBN 13 : 9780932633408
Total Pages : 0 pages
Book Rating : 4.6/5 (334 download)

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Book Synopsis Adaptive Software Development by : James A. Highsmith

Download or read book Adaptive Software Development written by James A. Highsmith and published by Dorset House Publishing Company, Incorporated. This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: - support an adaptive culture or mindset, in which change and uncertainty are assumed to be the natural state--not a false expectation of order- introduce frameworks to guide the iterative process of managing change- institute collaboration, the interaction of people on three levels: interpersonal, cultural, and structural- add rigor and discipline to the RAD approach, making it scalable to the uncertainty and complexity of real-life undertakings

Complex Adaptive Systems

Author : John H. Miller
Publisher : Princeton University Press
ISBN 13 : 1400835526
Total Pages : 285 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Complex Adaptive Systems by : John H. Miller

Download or read book Complex Adaptive Systems written by John H. Miller and published by Princeton University Press. This book was released on 2009-11-28 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the first clear, comprehensive, and accessible account of complex adaptive social systems, by two of the field's leading authorities. Such systems--whether political parties, stock markets, or ant colonies--present some of the most intriguing theoretical and practical challenges confronting the social sciences. Engagingly written, and balancing technical detail with intuitive explanations, Complex Adaptive Systems focuses on the key tools and ideas that have emerged in the field since the mid-1990s, as well as the techniques needed to investigate such systems. It provides a detailed introduction to concepts such as emergence, self-organized criticality, automata, networks, diversity, adaptation, and feedback. It also demonstrates how complex adaptive systems can be explored using methods ranging from mathematics to computational models of adaptive agents. John Miller and Scott Page show how to combine ideas from economics, political science, biology, physics, and computer science to illuminate topics in organization, adaptation, decentralization, and robustness. They also demonstrate how the usual extremes used in modeling can be fruitfully transcended.

Signals and Boundaries

Author : John H. Holland
Publisher : MIT Press
ISBN 13 : 0262017830
Total Pages : 317 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Signals and Boundaries by : John H. Holland

Download or read book Signals and Boundaries written by John H. Holland and published by MIT Press. This book was released on 2012-07-13 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overarching framework for comparing and steering complex adaptive systems is developed through understanding the mechanisms that generate their intricate signal/boundary hierarchies.

An Introduction to Cyber Analysis and Targeting

Author : Jerry M. Couretas
Publisher : Springer Nature
ISBN 13 : 3030885593
Total Pages : 325 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis An Introduction to Cyber Analysis and Targeting by : Jerry M. Couretas

Download or read book An Introduction to Cyber Analysis and Targeting written by Jerry M. Couretas and published by Springer Nature. This book was released on 2022-01-19 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive view of cyber operations, analysis and targeting, including operational examples viewed through a lens of conceptual models available in current technical and policy literature. Readers will gain a better understanding of how the current cyber environment developed, as well as how to describe it for future defense. The author describes cyber analysis first as a conceptual model, based on well-known operations that span from media to suspected critical infrastructure threats. He then treats the topic as an analytical problem, approached through subject matter interviews, case studies and modeled examples that provide the reader with a framework for the problem, developing metrics and proposing realistic courses of action. Provides first book to offer comprehensive coverage of cyber operations, analysis and targeting; Pulls together the various threads that make up current cyber issues, including information operations to confidentiality, integrity and availability attacks; Uses a graphical, model based, approach to describe as a coherent whole the development of cyber operations policy and leverage frameworks; Provides a method for contextualizing and understanding cyber operations.

Crossing the Quality Chasm

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309132967
Total Pages : 359 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Crossing the Quality Chasm by : Institute of Medicine

Download or read book Crossing the Quality Chasm written by Institute of Medicine and published by National Academies Press. This book was released on 2001-07-19 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Second in a series of publications from the Institute of Medicine's Quality of Health Care in America project Today's health care providers have more research findings and more technology available to them than ever before. Yet recent reports have raised serious doubts about the quality of health care in America. Crossing the Quality Chasm makes an urgent call for fundamental change to close the quality gap. This book recommends a sweeping redesign of the American health care system and provides overarching principles for specific direction for policymakers, health care leaders, clinicians, regulators, purchasers, and others. In this comprehensive volume the committee offers: A set of performance expectations for the 21st century health care system. A set of 10 new rules to guide patient-clinician relationships. A suggested organizing framework to better align the incentives inherent in payment and accountability with improvements in quality. Key steps to promote evidence-based practice and strengthen clinical information systems. Analyzing health care organizations as complex systems, Crossing the Quality Chasm also documents the causes of the quality gap, identifies current practices that impede quality care, and explores how systems approaches can be used to implement change.

Using the Engineering Literature, Second Edition

Author : Bonnie A. Osif
Publisher : CRC Press
ISBN 13 : 143985002X
Total Pages : 602 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Using the Engineering Literature, Second Edition by : Bonnie A. Osif

Download or read book Using the Engineering Literature, Second Edition written by Bonnie A. Osif and published by CRC Press. This book was released on 2011-08-09 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the encroachment of the Internet into nearly all aspects of work and life, it seems as though information is everywhere. However, there is information and then there is correct, appropriate, and timely information. While we might love being able to turn to Wikipedia® for encyclopedia-like information or search Google® for the thousands of links on a topic, engineers need the best information, information that is evaluated, up-to-date, and complete. Accurate, vetted information is necessary when building new skyscrapers or developing new prosthetics for returning military veterans While the award-winning first edition of Using the Engineering Literature used a roadmap analogy, we now need a three-dimensional analysis reflecting the complex and dynamic nature of research in the information age. Using the Engineering Literature, Second Edition provides a guide to the wide range of resources available in all fields of engineering. This second edition has been thoroughly revised and features new sections on nanotechnology as well as green engineering. The information age has greatly impacted the way engineers find information. Engineers have an effect, directly and indirectly, on almost all aspects of our lives, and it is vital that they find the right information at the right time to create better products and processes. Comprehensive and up to date, with expert chapter authors, this book fills a gap in the literature, providing critical information in a user-friendly format.

Creating Adaptive Policies

Author : Darren Swanson
Publisher : IDRC
ISBN 13 : 8132101472
Total Pages : 184 pages
Book Rating : 4.1/5 (321 download)

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Book Synopsis Creating Adaptive Policies by : Darren Swanson

Download or read book Creating Adaptive Policies written by Darren Swanson and published by IDRC. This book was released on 2009-09-04 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title describes the concept of adaptive policymaking and presents seven tools for developing such policies. Based on hundreds of interviews with people impacted by policy and research of over a dozen policy case studies, this book serves as a pragmatic guide for policymakers by elaborating on these seven tools.

Emotion Theory: The Routledge Comprehensive Guide

Author : Andrea Scarantino
Publisher : Taylor & Francis
ISBN 13 : 1317196775
Total Pages : 1011 pages
Book Rating : 4.3/5 (171 download)

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Book Synopsis Emotion Theory: The Routledge Comprehensive Guide by : Andrea Scarantino

Download or read book Emotion Theory: The Routledge Comprehensive Guide written by Andrea Scarantino and published by Taylor & Francis. This book was released on 2024-07-23 with total page 1011 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emotion Theory: The Routledge Comprehensive Guide is the first interdisciplinary reference resource which authoritatively takes stock of the progress made both in the philosophy of emotions and in affective science from Ancient Greece to today. A two-volume landmark publication, it provides an overview of emotion theory unrivaled in terms of its comprehensiveness, accessibility and systematicity. Comprising 62 chapters by 101 leading emotion theorists in philosophy, classics, psychology, biology, psychiatry, neuroscience and sociology, the collection is organized as follows: Volume I: Part I: History of Emotion Theory (10 chapters) Part II: Contemporary Theories of Emotions (10 chapters) Part III: The Elements of Emotion Theory (7 chapters) Volume II: Part IV: Nature and Functions of 35 Specific Emotions (22 chapters) Part V: Challenges Facing Emotion Theory (13 chapters) Special Elicitors of Emotions Emotions and Their Relations to Other Elements of Mental Architecture Emotions in Children, Animals and Groups Normative Aspects of Emotions Most of the major themes of contemporary emotion theory are covered in their historical, philosophical, and scientific dimensions. This collection will be essential reading for students and researchers in philosophy, psychology, neuroscience, sociology, anthropology, political science, and history for decades to come.

Principles of Systems Science

Author : George E. Mobus
Publisher : Springer
ISBN 13 : 1493919202
Total Pages : 782 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Principles of Systems Science by : George E. Mobus

Download or read book Principles of Systems Science written by George E. Mobus and published by Springer. This book was released on 2014-11-10 with total page 782 pages. Available in PDF, EPUB and Kindle. Book excerpt: This pioneering text provides a comprehensive introduction to systems structure, function, and modeling as applied in all fields of science and engineering. Systems understanding is increasingly recognized as a key to a more holistic education and greater problem solving skills, and is also reflected in the trend toward interdisciplinary approaches to research on complex phenomena. While the concepts and components of systems science will continue to be distributed throughout the various disciplines, undergraduate degree programs in systems science are also being developed, including at the authors’ own institutions. However, the subject is approached, systems science as a basis for understanding the components and drivers of phenomena at all scales should be viewed with the same importance as a traditional liberal arts education. Principles of Systems Science contains many graphs, illustrations, side bars, examples, and problems to enhance understanding. From basic principles of organization, complexity, abstract representations, and behavior (dynamics) to deeper aspects such as the relations between information, knowledge, computation, and system control, to higher order aspects such as auto-organization, emergence and evolution, the book provides an integrated perspective on the comprehensive nature of systems. It ends with practical aspects such as systems analysis, computer modeling, and systems engineering that demonstrate how the knowledge of systems can be used to solve problems in the real world. Each chapter is broken into parts beginning with qualitative descriptions that stand alone for students who have taken intermediate algebra. The second part presents quantitative descriptions that are based on pre-calculus and advanced algebra, providing a more formal treatment for students who have the necessary mathematical background. Numerous examples of systems from every realm of life, including the physical and biological sciences, humanities, social sciences, engineering, pre-med and pre-law, are based on the fundamental systems concepts of boundaries, components as subsystems, processes as flows of materials, energy, and messages, work accomplished, functions performed, hierarchical structures, and more. Understanding these basics enables further understanding both of how systems endure and how they may become increasingly complex and exhibit new properties or characteristics. Serves as a textbook for teaching systems fundamentals in any discipline or for use in an introductory course in systems science degree programs Addresses a wide range of audiences with different levels of mathematical sophistication Includes open-ended questions in special boxes intended to stimulate integrated thinking and class discussion Describes numerous examples of systems in science and society Captures the trend towards interdisciplinary research and problem solving

Deep Learning

Author : Ian Goodfellow
Publisher : MIT Press
ISBN 13 : 0262337371
Total Pages : 801 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Deep Learning by : Ian Goodfellow

Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

Feedback Systems

Author : Karl Johan Åström
Publisher : Princeton University Press
ISBN 13 : 069121347X
Total Pages : pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Feedback Systems by : Karl Johan Åström

Download or read book Feedback Systems written by Karl Johan Åström and published by Princeton University Press. This book was released on 2021-02-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential introduction to the principles and applications of feedback systems—now fully revised and expanded This textbook covers the mathematics needed to model, analyze, and design feedback systems. Now more user-friendly than ever, this revised and expanded edition of Feedback Systems is a one-volume resource for students and researchers in mathematics and engineering. It has applications across a range of disciplines that utilize feedback in physical, biological, information, and economic systems. Karl Åström and Richard Murray use techniques from physics, computer science, and operations research to introduce control-oriented modeling. They begin with state space tools for analysis and design, including stability of solutions, Lyapunov functions, reachability, state feedback observability, and estimators. The matrix exponential plays a central role in the analysis of linear control systems, allowing a concise development of many of the key concepts for this class of models. Åström and Murray then develop and explain tools in the frequency domain, including transfer functions, Nyquist analysis, PID control, frequency domain design, and robustness. Features a new chapter on design principles and tools, illustrating the types of problems that can be solved using feedback Includes a new chapter on fundamental limits and new material on the Routh-Hurwitz criterion and root locus plots Provides exercises at the end of every chapter Comes with an electronic solutions manual An ideal textbook for undergraduate and graduate students Indispensable for researchers seeking a self-contained resource on control theory

Adaptive Health Management Information Systems

Author : Joseph Tan
Publisher : Jones & Bartlett Learning
ISBN 13 : 0763756911
Total Pages : 456 pages
Book Rating : 4.7/5 (637 download)

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Book Synopsis Adaptive Health Management Information Systems by : Joseph Tan

Download or read book Adaptive Health Management Information Systems written by Joseph Tan and published by Jones & Bartlett Learning. This book was released on 2010-03-09 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health management information systems : a managerial perspective / Joseph Tan -- Health management information systems executives : roles and responsibilities of chief executive officers and chief information officers in healthcare services organizations / Joseph Tan -- Online health information seeking : access and digital equity considerations / Fay Cobb Payton and Joseph Tan -- Health management information system enterprise software : the new generation of HMIS administrative applications / Joshia Tan with Joseph Tan -- Community health information networks : building virtual communities and networking health provider organizations / Jayfus T. Doswell, SherRhonda R. Gibbs, and Kelley M. Duncanson -- Trending toward patient-centric management systems / Joseph Tan with Joshia Tan -- Health management information system integration : achieving systems interoperability with Web services / J.K. Zhang and Joseph Tan -- Health management strategic information system planning/information requirements / Jon Blue and Joseph Tan -- Systems development : health management information system analysis and developmental methodologies / Joseph Tan -- Data stewardship : foundation for health management information system design, implementation, and evaluation / Bryan Bennett -- Managing health management information system projects : system implementation and information technology services management / Joseph Tan -- Health management information system standards : standards adoption in healthcare information technologies / Sanjay P. Sood ... [et al.] -- Health management information system governance, policy, and international perspectives : HMIS globalization through e-health / Anantachai Panjamapirom and Philip F. Musa -- Health management information system innovation : managing innovation diffusion in healthcare services organizations / Tugrul U. Daim, Nuri Basoglu, and Joseph Tan.

The Adaptive School

Author : Robert J. Garmston
Publisher : Rowman & Littlefield
ISBN 13 : 1442223642
Total Pages : 358 pages
Book Rating : 4.4/5 (422 download)

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Book Synopsis The Adaptive School by : Robert J. Garmston

Download or read book The Adaptive School written by Robert J. Garmston and published by Rowman & Littlefield. This book was released on 2016-08-30 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 3rd edition of the award winning Adaptive Schools Sourcebook provides both a theoretical and practical guide for groups and teams to develop and focus their collaborative energies to improve teaching practices and enhance student-learning outcomes. In five sections: Becoming Adaptive, Collaboration Matters, Meetings are Teachers’ Work, Resources for Inquiry, and Conflict, Change and Community, the authors draw on decades of personal experiences in schools and research from multiple disciplines to present powerful tools and useful templates for structuring the work of productive professional communities in schools. Readers will learn ways to develop and sustain the fundamental elements for enhancing social capital in schools: distinguishing between dialogue and discussion, establishing seven norms of collaboration, automating language patterns for inquiry and problem solving, facilitating groups and data teams, engaging in productive conflict, and building community. The book offers links to video clips demonstrating key skills, inventories for assessing groups, instruments for assessing personal skills, and a collection of over 150 meeting strategies and facilitator moves for engaging group members in productive interactions.

Adaptive Instructional Systems

Author : Robert A. Sottilare
Publisher : Springer Nature
ISBN 13 : 3030507882
Total Pages : 582 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Adaptive Instructional Systems by : Robert A. Sottilare

Download or read book Adaptive Instructional Systems written by Robert A. Sottilare and published by Springer Nature. This book was released on 2020-07-10 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the Second International Conference on Adaptive Instructional Systems, AIS 2020, which was due to be held in July 2020 as part of HCI International 2020 in Copenhagen, Denmark. The conference was held virtually due to the COVID-19 pandemic. A total of 1439 papers and 238 posters have been accepted for publication in the HCII 2020 proceedings from a total of 6326 submissions. The 41 papers presented in this volume were organized in topical sections as follows: designing and developing adaptive instructional systems; learner modelling and methods of adaptation; evaluating the effectiveness of adaptive instructional systems. Chapter "Exploring Video Engagement in an Intelligent Tutoring System" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. Chapters “An Ambient and Pervasive Personalized Learning Ecosystem: “Smart Learning” in the Age of the Internet of Things“ and “Exploring Video Engagement in an Intelligent Tutoring System" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.