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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 in Context : Representations, Community and Culture
In this classic edition of her groundbreaking text Knowledge in Context, Sandra Jovchelovitch revisits her influential work on the societal and cultural processes that shape the development of representational processes in humans. Through a novel analysis of processes of representation, and drawing on dialogues between psychology, sociology and anthropology, Jovchelovitch argues that representation, a social psychological construct relating Self, Other and Object-world, is at the basis of all knowledge.Exploring the dominant assumptions of western conceptions of knowledge and the quest for a unitary reason free from the ‘impurities’ of person, community and culture, Jovchelovitch recasts questions related to historical comparisons between the knowledge of adults and children, ‘civilised’ and ‘primitive’ peoples, scientists and lay communities and examines the ambivalence of classical theorists such as Piaget, Vygotsky, Freud, Durkheim and Lévy-Bruhl in addressing these issues.Featuring a new introductory chapter, the author evaluates the last decade of research since Knowledge in Context first appeared and reassesses the social psychology of the contemporary public sphere, exploring how challenges to the dialogicality of representations reconfigure both community and selfhood in this early 21st century.This book will make essential reading for all those wanting to follow debates on knowledge and representation at the cutting edge of social, cultural and developmental psychology, sociology, anthropology, development and cultural studies.
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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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School Staff Culture : Knowledge-building, Reflection and Action
A powerful school culture can unite staff in a common vision, shape positive behaviours and attitudes, and create the conditions for the staff body to work as one.As the recruitment and retention crisis deepens, staff culture is more important than ever.This book explores how schools can develop a culture where individuals take pride in their work and actively seek and embrace development and challenge, seeing the big picture of the school and cherishing their role in it. Drawing on key ideas from systems theory, psychology, anthropology, business and philosophy, this book explores the key ideas we need in order to understand culture and the concrete steps we can take in order to intentionally develop our staff culture in a positive direction.Each chapter features powerful input to strengthen our understanding alongside probing reflections to guide our own development. Written by a leading practitioner and designed to support reflections and planning for concrete actions, this is essential reading for school leaders and head teachers wanting to develop an authentic, powerful and positive school staff culture. School Staff Culture benefits from a completely free school development package, with session plans, slides and resources to structure a programme of sessions for leadership and specialist culture teams.The package supports the input, reflection, discussion, evaluation and contextualised application and review that will really bring the ideas in School Staff Culture to life in a school, and can be downloaded from www.routledge.com/9781032121963.
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Wilderness 101 : Knowledge, Skills, and Fundamentals for Every Adventurer
Wilderness 101 is the companion guide for new adventurers.Aimed at preventing newcomers to the outdoors from ending up in “survival” situations due to a lack of preparedness, this guide will impart introductory knowledge and skills to readers applicable across a range of potential activities, and useful for anyone heading into the backcountry.Based largely on course material that Maurice has taught for 32 years, readers will learn how to prepare and be equipped for all varieties of terrain, learn the fundamentals of weather conditions and how to meet them, learn to avoid wildlife and avoid attracting it, learn essential skills and emergency procedures relating to several outdoor activities, and much more.
Price: 11.99 £ | Shipping*: 3.99 £
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