This book states that data users often suffer from the difficulty of acquiring knowledge for decision-making, and others are unsure how existing data are useful. The reader will be released from these dilemmas and enabled to act beyond patterns in past events by creating a process to interact with the data market and the dynamic real-world rich in new events. We present new approaches from the aspects of computation, communication, and their integration, to readers including analysts in sciences and businesses, systems managers, and learners desiring to design knowledge to learn. We show clues to explaining causalities in the target world of a black-box AI of which users may seek a predictive performance. For obtaining interpretable knowledge, we show the integration of model- and data-driven approaches, the analysis and perception of signals from data acquired in the cyber or the real word, and creative communication which connects demands to data by visualizing the data market as a place for innovations

The key scientific discoveries of the 21st century will emerge from the biosciences. These discoveries will impact our lives in ways we can only now begin to imagine. In this book, two of the field's leading experts help us imagine those impacts. Paul and Joyce A. Schoemaker tour the remarkable field of biosciences as it stands today, and preview the directions and innovations that are most likely to emerge in the coming years. They offer a clear, non-technical overview of crucial current developments that are likely to have enormous impact, and address issues ranging from increased human longevity to global warming, bio-warfare to personalized medicine. Along the way, they illuminate each of the exciting technologies and hot-button issues associated with contemporary biotechnology - including stem cells, cloning, probiotics, DNA microarrays, proteomics, gene therapy, and a whole lot more. The Schoemakers identify emerging economic, political, and technical drivers and obstacles that are likely to powerfully impact the way the biosciences progress. Then, drawing on Paul Schoemaker's unsurpassed experience helping global organizations prepare for the future, the authors sketch multiple long-term scenarios for the biosciences - and reveal how they will impact your health, family, career, society, even the Earth itself.

We find Roma settlements on the outskirts of villages, separated from the majority population by roads, railways or other barriers, disconnected from water pipelines and sewage treatment. Why are some people (or groups) better off than others when it comes to the distribution of environmental benefits? In order to understand the present situation and identify ways to address the impacts of these inequalities we must understand the past and mechanisms related to the differentiated treatment. The situation and discrimination of the Roma ethnic minority in Slovakia is examined from the perspective of environmental conditions and injustice. There is no simple answer as to why there is environmental injustice. Environmental conditions in Roma settlements are just one of the indicators of failures of policies addressing the problem of poverty and social exclusion in marginalized groups, structural discrimination, and internal Roma problems. Environmental injustice is not an outcome of the "historical determination" of the Roma population to live in environmentally problematic places.

This book explores the employment of market mechanisms for data-interactive innovations. Based on the concept of innovators' marketplaces the book introduces a new concept of 'data jackets' to enable analysis of what kind of data exist, where they are located, and what kind of information they hold, even if the contents of data cannot be made publicly available.The book presents the concept of a marketplace for data in the case of data-interactive innovations. It introduces the marketplace as a platform for value-based exchange of data and - based on the idea of the innovators' marketplace - explains how data jackets can be utilized independently from the actual contents of the data. Specific chapters deepen the understanding of variables, constraints and intentions as constituent parts of data jackets, and the extension to variable quest, a process towards the design of data. A number of case studies showcases how the methods and processes presented can be employed in real-life contexts. Finally the authors present some extensions of the concept for web-based IMDJ and connections to business information system and an outlook.

Whether in politics, marriage, education or business, what matters most is what lasts beyond the immediate to the ultimate. Arkansas Governor Mike Huckabee encourages readers to develop a worldview that looks beyond one's lifetime. He explores the legacy being left by the culture in politics as well as various expressions of art and media.

Our national attention is firmly focused on the growing opioid crises. We know the problem. But what is the solution for the 100 million Americans living with chronic pain? In Living beyond Pain, a physician and a therapist offer a whole person approach to pain management, addressing the physical, mental, and spiritual aspects of pain and providing alternative strategies that don't rely on opioids. Through education, pain triumph stories, daily guided cognitive activity, and as-needed pain rescue techniques, readers will reprogram their neurologic pathways, increase functioning, and experience improvement in their symptoms. For anyone suffering from pain or suffering alongside someone who is, this book offers real, research-based hope that there are better days ahead.

With so much of our lives lived online, we’ve never been more connected—or disconnected from what’s most important to us. It’s time to let go of our curated online worlds and get beyond our need for likes. For all that we think we’re getting out of social media, we’re also getting duped. The perfection echo chamber oftentimes makes us feel like we’re getting left behind. The truth is, life is messy, but curated online fabulousness makes it hard to let our true selves show, and it impedes our ability to have real, meaningful connections. Depression, anxiety, and suicide are also on the rise, and the virtual world is partially to blame, affecting our self-worth, our friendships, and the way we choose to navigate our real lives. As the founder and CEO of Squad, an app company built on connectedness, Isa Watson knows firsthand why we need to learn how to be more genuine. The digital world is her lifeblood, but it’s also been an Achilles’ heel: She struggled privately with some of the biggest challenges life can throw at you, while online she seemed to be living her best life—earning high-profile accolades, taking fabulous trips, and partying with the likes of many big name celebrities. It took a personal crisis to make her realize that she needed to change. In Life Beyond Likes, she gets real, sharing practical guidance on: Getting over the addiction to likes, and letting your true self shine Recognizing your own damaging habits and developing healthy ones Determining when a friendship has run its course Getting comfortable with discomfort in order to make real connections Drawing from a wealth of experiences including being the youngest published chemist in the world, working as executive in the upper echelons at JPMorgan Chase, and founding her own company, Isa helps readers better understand what constitutes success, identify what’s really important, and achieve a balance between the curated online world and the enriching, emotionally nourishing world right in front of us.

Life beyond the Boundaries explores identity formation on the edges of the ancient Southwest. Focusing on some of the more poorly understood regions, including the Jornada Mogollon, the Gallina, and the Pimería Alta, the authors use methods drawn from material culture science, anthropology, and history to investigate themes related to the construction of social identity along the perimeters of the American Southwest. Through an archaeological lens, the volume examines the social experiences of people who lived in edge regions. Through mobility and the development of extensive social networks, people living in these areas were introduced to the ideas and practices of other cultural groups. As their spatial distances from core areas increased, the degree to which they participated in the economic, social, political, and ritual practices of ancestral core areas increasingly varied. As a result, the social identities of people living in edge zones were often—though not always—fluid and situational. Drawing on an increase of available information and bringing new attention to understudied areas, the book will be of interest to scholars of Southwestern archaeology and other researchers interested in the archaeology of low-populated and decentralized regions and identity formation. Life beyond the Boundaries considers the various roles that edge regions played in local and regional trajectories of the prehistoric and protohistoric Southwest and how place influenced the development of social identity. Contributors: Lewis Borck, Dale S. Brenneman, Jeffery J. Clark, Severin Fowles, Patricia A. Gilman, Lauren E. Jelinek, Myles R. Miller, Barbara J. Mills, Matthew A. Peeples, Kellam Throgmorton, James T. Watson

Analytic procedures suitable for the study of human disease are scattered throughout the statistical and epidemiologic literature. Explanations of their properties are frequently presented in mathematical and theoretical language. This well-established text gives readers a clear understanding of the statistical methods that are widely used in epidemiologic research without depending on advanced mathematical or statistical theory. By applying these methods to actual data, Selvin reveals the strengths and weaknesses of each analytic approach. He combines techniques from the fields of statistics, biostatistics, demography and epidemiology to present a comprehensive overview that does not require computational details of the statistical techniques described. For the Third Edition, Selvin took out some old material (e.g. the section on rarely used cross-over designs) and added new material (e.g. sections on frequently used contingency table analysis). Throughout the text he enriched existing discussions with new elements, including the analysis of multi-level categorical data and simple, intuitive arguments that exponential survival times cause the hazard function to be constant. He added a dozen new applied examples to illustrate such topics as the pitfalls of proportional mortality data, the analysis of matched pair categorical data, and the age-adjustment of mortality rates based on statistical models. The most important new feature is a chapter on Poisson regression analysis. This essential statistical tool permits the multivariable analysis of rates, probabilities and counts.