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Knowledge Discovery from Archaeological Materials
This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics.These operate in both high- and low-dimensional environments and often have better results than traditional methods.The basic principles and main methods are introduced with recommendations for when to use them.
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Firsthand Knowledge : Action & Adventure
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Knowledge Guided Machine Learning : Accelerating Discovery using Scientific Knowledge and Data
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines.Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios.As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks.This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and data at an equal footing.Indeed, KGML involves diverse scientific and ML communities, where researchers and practitioners from various backgrounds and application domains are continually adding richness to the problem formulations and research methods in this emerging field.Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data provides an introduction to this rapidly growing field by discussing some of the common themes of research in KGML using illustrative examples, case studies, and reviews from diverse application domains and research communities as book chapters by leading researchers.KEY FEATURES First-of-its-kind book in an emerging area of research that is gaining widespread attention in the scientific and data science fields Accessible to a broad audience in data science and scientific and engineering fields Provides a coherent organizational structure to the problem formulations and research methods in the emerging field of KGML using illustrative examples from diverse application domains Contains chapters by leading researchers, which illustrate the cutting-edge research trends, opportunities, and challenges in KGML research from multiple perspectives Enables cross-pollination of KGML problem formulations and research methods across disciplines Highlights critical gaps that require further investigation by the broader community of researchers and practitioners to realize the full potential of KGML
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The Knowledge of Nature and the Nature of Knowledge in Early Modern Japan
Between the early seventeenth and the mid-nineteenth century, the field of natural history in Japan separated itself from the discipline of medicine, produced knowledge that questioned the traditional religious and philosophical understandings of the world, developed into a system (called honzogaku) that rivaled Western science in complexity and then seemingly disappeared. Or did it? In The Knowledge of Nature and the Nature of Knowledge in Early Modern Japan, Federico Marcon recounts how Japanese scholars developed a sophisticated discipline of natural history analogous to Europe's but created independently, without direct influence, and argues convincingly that Japanese natural history succumbed to Western science not because of suppression and substitution, as scholars traditionally have contended, but by adaptation and transformation.The first book-length English-language study devoted to the important field of honzogaku, The Knowledge of Nature and the Nature of Knowledge in Early Modern Japan will be an essential text for historians of Japanese and East Asian science, and a fascinating read for anyone interested in the development of science in the early modern era.
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Knowledge Assets and Knowledge Audits
With the rising importance of knowledge as a primary factor in global industries, it is increasingly necessary for knowledge management professionals to understand, engage with, and speak the language of assets, investments and auditing.However, all too often, professionals don’t have these skills, and have no way to learn them. This exciting guide helps knowledge management professionals gain a basic understanding of assets, investments and audits, so they can command respect from those who are in control of financial investments.It also ensures that organizations have a roadmap for developing short- and long-term investment strategies.Providing guidance for identifying assets - and liabilities - as well as describing the types of investment available to align with knowledge assets, expert authors Pawan Handa, Jean Pagani, and Denise Bedford walk readers through standard audit practices, and help you through the process of designing, conducting, and reporting on the results of a knowledge audit.For knowledge management professionals, corporate and business leaders and managers, workforce professionals, and educators, this is an unmissable guide that unites the new face of the global economy with accepted auditing practices.
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Noam Chomsky: On Power, Knowledge and Human Nature
Noam Chomsky is among the most influential contemporary thinkers.Peter Wilkin looks in particular at the philosophical basis of his social and political thought, especially his ideal about power, knowledge and human nature.He shows how Chomsky's ideas can help to defend naturalism as in social and political thought.Chomsky's critical writings of social inquiry and his normative ideas on libertarian socialism and human emancipation are interpreted as synthesising a number of important ideas and approaches at a time when these ideas have fallen out of favour.
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Spirituality and Knowledge Dynamics : New Perspectives for Knowledge Management and Knowledge Strategies
Can spirituality unlock the full potential of your organisation? "Spirituality and Knowledge Dynamics" offers a groundbreaking exploration of how spiritual practices, wisdom traditions, and contemplative approaches can revolutionise organisational effectiveness and well-being.This seminal work brings together cutting-edge research from a distinguished panel of sixteen scholars across fourteen nations, illuminating the transformative power of integrating spirituality into knowledge management and strategies. Divided into two thought-provoking sections, the book first delves into the theoretical underpinnings of knowledge fields, spiritual knowledge management, and spirituality as a meta-story.The second section presents empirical insights across diverse contexts, including communities, the workplace, higher education, and entrepreneurship.Through its profound and multifaceted content, this book challenges readers to reimagine the role of spirituality in driving organisational success and personal growth. Whether you are a researcher, practitioner, or educator in management, knowledge management, or higher education, "Spirituality and Knowledge Dynamics" offers invaluable perspectives on harnessing the power of spirituality to enhance knowledge dynamics and create thriving, purpose-driven organisations.Embark on a transformative journey that will reshape your understanding of the intersection between spirituality and organisations.
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Worlds of Knowledge in Women’s Travel Writing
Worlds of Knowledge in Women’s Travel Writing rediscovers the works of a wide range of authors from the eighteenth to the twentieth century.A stowaway on a voyage circumnavigating the globe; a nineteenth-century visitor to schools in Japan; an Indian activist undertaking a pilgrimage to Iraq—these are some of the women whose experiences come to life in this volume.Worlds of Knowledge explores travel writing as a genre for communicating information about other cultures and for testing assumptions about the nature and extent of women’s expertise.The book challenges the frequent focus in travel studies on English-language texts by exploring works in French and Urdu as well as English and focusing on journeys to France, Spain, Turkey, Iran, Iraq, India, Ethiopia, Japan, Australia, and the Falkland Islands.Written by experts in a wide range of fields, this interdisciplinary volume sheds new light on the range, innovation, and erudition of travel narratives by women.
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