Perspectives on the varied challenges posed by big data for health, science, law, commerce, and politics. Big data is ubiquitous but heterogeneous. Big data can be used to tally clicks and traffic on web pages, find patterns in stock trades, track consumer preferences, identify linguistic correlations in large corpuses of texts. This book examines big data not as an undifferentiated whole but contextually, investigating the varied challenges posed by big data for health, science, law, commerce, and politics. Taken together, the chapters reveal a complex set of problems, practices, and policies. The advent of big data methodologies has challenged the theory-driven approach to scientific knowledge in favor of a data-driven one. Social media platforms and self-tracking tools change the way we see ourselves and others. The collection of data by corporations and government threatens privacy while promoting transparency. Meanwhile, politicians, policy makers, and ethicists are ill-prepared to deal with big data's ramifications. The contributors look at big data's effect on individuals as it exerts social control through monitoring, mining, and manipulation; big data and society, examining both its empowering and its constraining effects; big data and science, considering issues of data governance, provenance, reuse, and trust; and big data and organizations, discussing data responsibility, “data harm,” and decision making. Contributors Ryan Abbott, Cristina Alaimo, Kent R. Anderson, Mark Andrejevic, Diane E. Bailey, Mike Bailey, Mark Burdon, Fred H. Cate, Jorge L. Contreras, Simon DeDeo, Hamid R. Ekbia, Allison Goodwell, Jannis Kallinikos, Inna Kouper, M. Lynne Markus, Michael Mattioli, Paul Ohm, Scott Peppet, Beth Plale, Jason Portenoy, Julie Rennecker, Katie Shilton, Dan Sholler, Cassidy R. Sugimoto, Isuru Suriarachchi, Jevin D. West

"This book looks at the evolution of fashion history, the changes that have taken place in how and why it is studied and makes a strong case for the significance of public collections, many of which are now at risk." "It is not a traditional history of fashion but a book intended to make the reader think about how the subject has been and is being written about, the collections which are still, in many instances, under-used, and the ways in which knowledge of the subject can be applied to traditional and new methods of study - dress in art, uniformity and disguise, and the theatrical links."--BOOK JACKET.

Common Core standards, OER, STEM, and collection development—where to begin? This book investigates these critical topics together to give you the power to transform your collection and practice and put your school library at the center of STEM. Curricula that focus on Science, Technology, Engineering, and Mathematics (STEM) areas of study aren't just important for furthering competency and careers in these fields; STEM helps ensure that future generations include inventive and critical thinkers. Digital resources offer a current, exciting direction to involve school librarians with their STEM teachers. With its specific focus on open digital multimedia learning resources, this book will enable school librarians to take advantage of this opportunity and evaluate, build, and maintain their STEM collections. The book comprises three sections: an overview of policy initiatives; a thorough exploration of STEM education policy, digital materials, and collection considerations; and detailed explanations of strategies for collection development and promotion. You'll learn how to perform a collection analysis to determine the age and extent of your STEM collections and make priorities for enriching them with appropriate digital multimedia resources as well as how to classify resources using Dewey and Sears and with regard to the Common Core State Standards and the Next Generation Science Standards.

Incident response is critical for the active defense of any network, and incident responders need up-to-date, immediately applicable techniques with which to engage the adversary. Applied Incident Response details effective ways to respond to advanced attacks against local and remote network resources, providing proven response techniques and a framework through which to apply them. As a starting point for new incident handlers, or as a technical reference for hardened IR veterans, this book details the latest techniques for responding to threats against your network, including: Preparing your environment for effective incident response Leveraging MITRE ATT&CK and threat intelligence for active network defense Local and remote triage of systems using PowerShell, WMIC, and open-source tools Acquiring RAM and disk images locally and remotely Analyzing RAM with Volatility and Rekall Deep-dive forensic analysis of system drives using open-source or commercial tools Leveraging Security Onion and Elastic Stack for network security monitoring Techniques for log analysis and aggregating high-value logs Static and dynamic analysis of malware with YARA rules, FLARE VM, and Cuckoo Sandbox Detecting and responding to lateral movement techniques, including pass-the-hash, pass-the-ticket, Kerberoasting, malicious use of PowerShell, and many more Effective threat hunting techniques Adversary emulation with Atomic Red Team Improving preventive and detective controls

The Handbook provides a supporting guide to key aspects and applications of landscape ecology to underpin its research and teaching. A wide range of contributions written by expert researchers in the field summarize the latest knowledge on landscape ecology theory and concepts, landscape processes, methods and tools, and emerging frontiers. Landscape ecology is an interdisciplinary and holistic discipline, and this is reflected in the chapters contained in this Handbook. Authors from varying disciplinary backgrounds tackle key concepts such as landscape structure and function, scale and connectivity; landscape processes such as disturbance, flows, and fragmentation; methods such as remote sensing and mapping, fieldwork, pattern analysis, modelling, and participation and engagement in landscape planning; and emerging frontiers such as ecosystem services, landscape approaches to biodiversity conservation, and climate change. Each chapter provides a blend of the latest scientific understanding of its focal topics along with considerations and examples of their application from around the world. An invaluable guide to the concepts, methods, and applications of landscape ecology, this book will be an important reference text for a wide range of students and academics in ecology, geography, biology, and interdisciplinary environmental studies.

Explore and advance bioinformatics and systems biology tools for crop breeding programs in this practical resource for researchers Plant biology and crop breeding have produced an immense amount of data in recent years, from genomics to interactome and beyond. Bioinformatics tools, which aim at analyzing the vast quantities of data produced by biological research and processes, have developed at a rapid pace to meet the challenges of this vast data trove. The resulting field of bioinformatics and systems biology is producing increasingly rich and transformative research. Bioinformatics for Plant Research and Crop Breeding offers an overview of this field, its recent advances, and its wider applications. Drawing on a range of analytical and data-science tools, its foundation on an in-silico platform acquired multi-omics makes it indispensable for scientists and researchers alike. It promises to become ever more relevant as new techniques for generating and organizing data continue to transform the field. Bioinformatics for Plant Research and Crop Breeding readers will also find: A focus on emerging trends in plant science, sustainable agriculture, and global food security Detailed discussion of topics including plant diversity, plant stresses, nanotechnology in agriculture, and many others Applications incorporating artificial intelligence, machine learning, deep learning and more Bioinformatics for Plant Research and Crop Breeding is ideal for researchers and scientists interested in the potential of OMICs, and bioinformatic tools to aid and develop crop improvement programs.

Paradigms Lost challenges key paradigms currently held about the prevention or reduction of stigma attached to mental illness using evidence and the experience the authors gathered during the many years of their work in this field. Each chapter examines one currently held paradigm and presents reasons why it should be replaced with a new perspective. The book argues for enlightened opportunism (using every opportunity to fight stigma), rather than more time consuming planning, and emphasizes that the best way to approach anti-stigma work is to select targets jointly with those who are most concerned. The most radical change of paradigms concerns the evaluation of outcome for anti-stigma activities. Previously, changes in stigmatizing attitudes were used as the best indicator of success. Paradigms Lost and its authors argue that it is now necessary to measure changes in behaviors (both from the perspective of those stigmatized and those who stigmatize) to obtain a more valid measure of a program's success. Other myths to be challenged: providing knowledge about mental illness will reduce stigma; community care will de-stigmatize mental illness and psychiatry; people with a mental illness are less discriminated against in developing countries. Paradigms Lost concludes by describing key elements in successful anti stigma work including the recommended duration of anti-stigma programmes, the involvement of those with mental illness in designing programmes, and the definition of programmes in accordance with local circumstances. A summary of weaknesses of currently held paradigms and corresponding lists of best practice principles to guide future anti-stigma action and research bring this insightful volume to an apt conclusion.

Instructor Resources: Tranisition Guide, Instructor's Manual, PowerPoint Slides, Case Studies, TestBank, Traditional Syllabus, and an 8-week online course Syllabus