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Experimental and Quantitative Methods in Contemporary Economics: Computational Methods in Experimental Economics (CMEE) 2018 Conference (Springer Proceedings in Business and Economics)

by Kesra Nermend Małgorzata Łatuszyńska

Contemporary economists, when analyzing economic behavior of people, need to use the diversity of research methods and modern ways of discovering knowledge. The increasing popularity of using economic experiments requires the use of IT tools and quantitative methods that facilitate the analysis of the research material obtained as a result of the experiments and the formulation of correct conclusions. This proceedings volume presents problems in contemporary economics and provides innovative solutions using a range of quantitative and experimental tools. Featuring selected contributions presented at the 2018 Computational Methods in Experimental Economics Conference (CMEE 2018), this book provides a modern economic perspective on such important issues as: sustainable development, consumption, production, national wealth, the silver economy, behavioral finance, economic and non-economic factors determining the behavior of household members, consumer preferences, social campaigns, and neuromarketing. International case studies are also offered.

Experimentalism and Sociology: From Crisis to Experience

by Tanja Bogusz

This book is based on the understanding that the diversity and heterogeneity of science and society are not only issue of critique, but engender experimental forms of collaboration. Building on John Dewey’s experimental theory of knowledge and inquiry, practice theory, science and technology studies and the anthropology of nature, the book offers a trenchant redefinition of a present-focused sociology as a science of experience in the spirit of experimentalism. Crisis, instead of being a mere problem, is understood as the baseline for creativity and innovation. Committed to the experimental pursuit, the book provides an experience-based methodological approach for an inter- and trans disciplinary sociology. Finally, it argues for a globalized and transformative sociological outreach beyond established epistemic and national borders. This book is of interest to sociologists and other social scientists pursuing experimentalism in theory, method and/or practice.

Experimentation Works: The Surprising Power Of Business Experiments

by Stefan H. Thomke

When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition, experience, and big data alone don't work. What does? Running disciplined business experiments. And what if companies roll out new products or introduce new customer experiences without running these experiments? They fly blind.

Experimentation in Software Engineering

by Per Runeson Martin Höst Björn Regnell Anders Wesslén Claes Wohlin Magnus C. Ohlsson

This textbook, which has become the leading source for empirical software engineering research through its earlier editions, provides an in-depth introduction to experimentation in software engineering. The focus is on the steps to go through when conducting experiments. It also introduces a structure for selecting a research design and an introduction to systematic literature reviews, surveys, and case study research. Experiments are valuable tools for all software engineers who evaluate and choose between different solutions, methods, techniques, languages, and tools. The book has three main parts. Part I introduces empirical research through a structure for selecting a research design and explains several essential areas related to empirical research. Moreover, it provides introductions to systematic literature reviews, experiments, surveys, and case studies. Part II devotes one chapter to each of the five experiment steps: scoping, planning, execution, analysis, and result presentation. Part III completes the presentation with two examples. Assignments and statistical material are provided in appendices. The book provides indispensable information regarding empirical studies, particularly for experiments, but also for systematic literature studies, surveys, and case studies. This new edition comprises substantial new material. This includes a chapter on selecting a research design, which helps put experimentation into a broader context of other research approaches. Furthermore, a new chapter on survey research has been added. Novel contributions concerning A/B testing, replications, open science, validity threats, paired comparison design and tools for statistical analysis have been added. Moreover, systematic literature studies, experiments, and case study research descriptions have been consolidated. The book has also been updated based on the evolution of software engineering since the previous edition's publication. The book is intended for students, teachers, researchers, and practitioners who would like to compare different options, for example, feature designs, or different development methods, techniques, languages, or tools. Teachers can use the book for undergraduate or graduate students; the book can be used as a course book on experimentation and empirical studies in general. Researchers will also benefit from the book by learning more about how to conduct empirical studies. Likewise, practitioners may use it as a “cookbook” when evaluating different solutions, alternatively for evaluating new methods or techniques before implementing them in their organisation.

Experimenting with Ethnography: A Companion to Analysis (Experimental Futures)

by Andrea Ballestero and Brit Ross Winthereik

Experimenting with Ethnography collects twenty-one essays that open new paths for doing ethnographic analysis. The contributors—who come from a variety of intellectual and methodological traditions—enliven analysis by refusing to take it as an abstract, disembodied exercise. Rather, they frame it as a concrete mode of action and a creative practice. Encompassing topics ranging from language and the body to technology and modes of collaboration, the essays invite readers to focus on the imaginative work that needs to be performed prior to completing an argument. Whether exchanging objects, showing how to use drawn images as a way to analyze data, or working with smartphones, sound recordings, and social media as analytic devices, the contributors explore the deliberate processes for pursuing experimental thinking through ethnography. Practical and broad in theoretical scope, Experimenting with Ethnography is an indispensable companion for all ethnographers.Contributors. Patricia Alvarez Astacio, Andrea Ballestero, Ivan da Costa Marques, Steffen Dalsgaard, Endre Dányi, Marisol de la Cadena, Marianne de Laet, Carolina Domínguez Guzmán, Rachel Douglas-Jones, Clément Dréano, Joseph Dumit, Melanie Ford Lemus, Elaine Gan, Oliver Human, Alberto Corsín Jiménez, Graham M. Jones, Trine Mygind Korsby, Justine Laurent, James Maguire, George E. Marcus, Annemarie Mol, Sarah Pink, Els Roding, Markus Rudolfi, Ulrike Scholtes, Anthony Stavrianakis, Lucy Suchman, Katie Ulrich, Helen Verran, Else Vogel, Antonia Walford, Karen Waltorp, Laura Watts, Brit Ross Winthereik

Experimenting with Social Norms: Fairness and Punishment in Cross-Cultural Perspective

by Joseph Henrich Jean Ensminger

Questions about the origins of human cooperation have long puzzled and divided scientists. Social norms that foster fair-minded behavior, altruism and collective action undergird the foundations of large-scale human societies, but we know little about how these norms develop or spread, or why the intensity and breadth of human cooperation varies among different populations. What is the connection between social norms that encourage fair dealing and economic growth? How are these social norms related to the emergence of centralized institutions? Informed by a pioneering set of cross-cultural data, Experimenting with Social Norms advances our understanding of the evolution of human cooperation and the expansion of complex societies. Editors Jean Ensminger and Joseph Henrich present evidence from an exciting collaboration between anthropologists and economists. Using experimental economics games, researchers examined levels of fairness, cooperation, and norms for punishing those who violate expectations of equality across a diverse swath of societies, from hunter-gatherers in Tanzania to a small town in rural Missouri. These experiments tested individuals’ willingness to conduct mutually beneficial transactions with strangers that reap rewards only at the expense of taking a risk on the cooperation of others. The results show a robust relationship between exposure to market economies and social norms that benefit the group over narrow economic self-interest. Levels of fairness and generosity are generally higher among individuals in communities with more integrated markets. Religion also plays a powerful role. Individuals practicing either Islam or Christianity exhibited a stronger sense of fairness, possibly because religions with high moralizing deities, equipped with ample powers to reward and punish, encourage greater prosociality. The size of the settlement also had an impact. People in larger communities were more willing to punish unfairness compared to those in smaller societies. Taken together, the volume supports the hypothesis that social norms evolved over thousands of years to allow strangers in more complex and large settlements to coexist, trade and prosper. Innovative and ambitious, Experimenting with Social Norms synthesizes an unprecedented analysis of social behavior from an immense range of human societies. The fifteen case studies analyzed in this volume, which include field experiments in Africa, South America, New Guinea, Siberia and the United States, are available for free download on the Foundation’s website:www.russellsage.org.

Experimenting with the New European Bauhaus Values and Principles in Urban Transformation (SpringerBriefs in Applied Sciences and Technology)

by Alessandro Deserti Emma Puerari

This open access book offers valuable insights into experimenting with New European Bauhaus values and principles in urban transformation, drawing on contributions from key players such as local activists, action researchers, municipalities, developers and artists. It highlights lessons learned from the lighthouse project “Desire - Designing the Irresistible Circular Society", weaving a narrative of transformative change. The book emphasizes innovative strategies, citizen engagement, and transdisciplinary approaches in shaping urban environments. The journey begins with an in-depth exploration of the Desire project, providing a nuanced understanding of the broader context of its experiments and research activities. This foundation leads to an examination of diverse approaches to achieving sustainable, inclusive, and aesthetically enriching urban transformations. Readers are guided through the complexities of urban change, gaining a holistic understanding of how urban transformation and an irresistible circular society can be cultivated and sustained within the dynamic landscape of European cities. Additionally, the book presents findings from an EU lighthouse project, showcasing how urban transformation sites evolve by integrating lessons that could inform future policy, research, and further advancements within the New European Bauhaus initiative.

Experiments With People: Revelations From Social Psychology

by Robert P. Abelson Aiden P. Gregg Kurt P. Frey

Experiments With People showcases 28 intriguing studies that have significantly advanced our understanding of human thought and social behavior. These studies, mostly laboratory experiments, shed light on the irrationality of everyday thinking, the cruelty and indifference of 'ordinary' people, the operation of the unconscious mind, and the intimate bond between the self and others. This book tells the inside story of how social psychological research gets done and why it matters. Each chapter focuses on the details and implications of a single study, but cites related research and real-life examples. All chapters are self-contained, allowing them to be read in any order. Each chapter is divided into: *Background--provides the rationale for the study;*What They Did--outlines the design and procedure used; *What They Found--summarizes the results obtained;*So What?--articulates the significance of those results; *Afterthoughts--explores the broader issues raised by the study; and*Revelation--encapsulates the 'take-home message' of each chapter.This paperback is ideal as a main or supplementary text for courses in social psychology, introductory psychology, or research design.

Experiments With People: Revelations From Social Psychology, 2nd Edition

by Aiden P. Gregg Kurt P. Frey

This book showcases 28 intriguing social psychological experiments that have significantly advanced our understanding of human social thinking and behavior. Each chapter focuses on the details and implications of a single study, while citing related research and real-life examples along the way. All the chapters are fully self-contained, allowing them to be read in any order without loss of coherence. This 2nd Edition contains a number of new studies and, together with its lively, conversational tone, it makes an ideal text for courses in social psychology, introductory psychology, or research design.

Experiments in Economics: Playing fair with money

by Ananish Chaudhuri

Are humans fair by nature? Why do we often willingly trust strangers or cooperate with them even if those actions leave us vulnerable to exploitation? Does this natural inclination towards fairness or trust have implications in the market-place? Traditional economic theory would perhaps think not, perceiving human interaction as self-interested at heart. There is increasing evidence however that social norms and norm-driven behaviour such as a preference for fairness, generosity or trust have serious implications for economics. This book provides an easily accessible overview of economic experiments, specifically those that explore the role of fairness, generosity, trust and reciprocity in economic transactions. Ananish Chaudhuri approaches a variety of economic issues and problems including: Pricing by firms Writing labour contracts between parties Marking voluntary contributions to charity, Addressing issues of environmental pollution, Providing micro-credit to small entrepreneurs, Resolving problems of coordination failure in organizations. The book discusses how norm-driven behaviour can often lead to significantly different outcomes than those predicted by economic theories and these findings should in turn cause us to re-think how we approach economic analysis and policy. Assuming no prior knowledge of economics and containing a variety of examples, this reader friendly volume will be perfect reading for people from a wide range of backgrounds including students and policy-makers. The book should appeal to economics undergraduates studying experimental economics, microeconomics or game theory as well as students in social psychology, organizational behaviour, management and other business related disciplines.

Experiments in Personality: Psychodiagnostics and psychodynamics (Psychology Revivals)

by H. J. Eysenck

Originally published in 1960, the two volumes of Experiments in Personality report a number of experiments in psychogenetics, psychopharmacology, psychodiagnostics, psychometrics and psychodynamics, all of which formed part of the programme of research which had been developing from the late 1940s at the Maudsley Hospital. Presenting the studies together in a book, rather than the more usual route of journal articles, was itself felt to be an experiment at the time, especially given the wide area covered. The decision was deliberate because all the studies reported formed part of a larger whole, which would have been lost if published separately. Volume II looks at psychodiagnostics, psychodynamics and psychometrics.

Expert Consensus in Science

by Anthony Jorm

This Open Access book shows how expert consensus pervades all areas of science. It explores, in particular, the role of consensus in establishing scientific truth, in guiding professional practice and policy and agreeing on what are acceptable scientific methodologies. For some scientific issues, a consensus forms spontaneously among scientists working on a topic, while for others, where the issues are complex, a formal deliberative consensus process is commonly needed. Deliberative consensus processes are becoming more important as scientists increasingly deal with complex multi-disciplinary issues of policy importance such as climate change due to human activity. While deliberative consensus processes are commonly used, they often lead to criticism from consensus skeptics. The book argues that deliberative consensus processes in science can be improved and proposes a number of realistic ways forward, ending with a discussion of whether communicating the scientific consensus on a topic is a good way to persuade the public.

Expert Failure (Cambridge Studies in Economics, Choice, and Society)

by Roger Koppl

The humble idea that experts are ordinary human beings leads to surprising conclusions about how to get the best possible expert advice. All too often, experts have monopoly power because of licensing restrictions or because they are government bureaucrats protected from both competition and the consequences of their decisions. This book argues that, in the market for expert opinion, we need real competition in which rival experts may have different opinions and new experts are free to enter. But the idea of breaking up expert monopolies has far-reaching implications for public administration, forensic science, research science, economics, America's military-industrial complex, and all domains of expert knowledge. Roger Koppl develops a theory of experts and expert failure, and uses a wide range of examples - from forensic science to fashion - to explain the applications of his theory, including state regulation of economic activity.

Expert Political Judgment

by Philip E. Tetlock

The intelligence failures surrounding the invasion of Iraq dramatically illustrate the necessity of developing standards for evaluating expert opinion. This book fills that need. Here, Philip E. Tetlock explores what constitutes good judgment in predicting future events, and looks at why experts are often wrong in their forecasts. Tetlock first discusses arguments about whether the world is too complex for people to find the tools to understand political phenomena, let alone predict the future. He evaluates predictions from experts in different fields, comparing them to predictions by well-informed laity or those based on simple extrapolation from current trends. He goes on to analyze which styles of thinking are more successful in forecasting. Classifying thinking styles using Isaiah Berlin's prototypes of the fox and the hedgehog, Tetlock contends that the fox--the thinker who knows many little things, draws from an eclectic array of traditions, and is better able to improvise in response to changing events--is more successful in predicting the future than the hedgehog, who knows one big thing, toils devotedly within one tradition, and imposes formulaic solutions on ill-defined problems. He notes a perversely inverse relationship between the best scientific indicators of good judgement and the qualities that the media most prizes in pundits--the single-minded determination required to prevail in ideological combat. Clearly written and impeccably researched, the book fills a huge void in the literature on evaluating expert opinion. It will appeal across many academic disciplines as well as to corporations seeking to develop standards for judging expert decision-making.

Expert Political Judgment: How Good Is It? How Can We Know?

by Philip E. Tetlock

Since its original publication, Expert Political Judgment by New York Times bestselling author Philip Tetlock has established itself as a contemporary classic in the literature on evaluating expert opinion. Tetlock first discusses arguments about whether the world is too complex for people to find the tools to understand political phenomena, let alone predict the future. He evaluates predictions from experts in different fields, comparing them to predictions by well-informed laity or those based on simple extrapolation from current trends. He goes on to analyze which styles of thinking are more successful in forecasting. Classifying thinking styles using Isaiah Berlin's prototypes of the fox and the hedgehog, Tetlock contends that the fox--the thinker who knows many little things, draws from an eclectic array of traditions, and is better able to improvise in response to changing events--is more successful in predicting the future than the hedgehog, who knows one big thing, toils devotedly within one tradition, and imposes formulaic solutions on ill-defined problems. He notes a perversely inverse relationship between the best scientific indicators of good judgement and the qualities that the media most prizes in pundits--the single-minded determination required to prevail in ideological combat. Clearly written and impeccably researched, the book fills a huge void in the literature on evaluating expert opinion. It will appeal across many academic disciplines as well as to corporations seeking to develop standards for judging expert decision-making. Now with a new preface in which Tetlock discusses the latest research in the field, the book explores what constitutes good judgment in predicting future events and looks at why experts are often wrong in their forecasts.

Expertise and Participation: Institutional Designs for Policy Development in Europe (Palgrave Studies in European Political Sociology)

by Eva Krick

This book deals with the role of expertise and public participation in modern governance. It explores the relationship, tensions and compatibility of these increasingly important and partly conflicting sources of legitimacy and authority. By zooming in on the coordinated procedures of environmental policy-making in European consensus systems and by interconnecting theories of democracy, knowledge and science, organisation and decision-making, the author develops institutional solutions to the tensions between epistemic and democratic demands on public policy-making.

Experts Versus Laymen: A Study of the Patsy and the Subcontractor

by Barney Glaser

"This book studies the relationship and balance of power between experts and laymen. It is rooted in the author's analysis of customer and contractor interactions in the housing industry, but relevant to other kinds of expert-layman relationships. Many of the conflicts between customer and contractor noted by the author also occur in lawyer-client, student-teacher, and doctor-patient relations.The author's research is structured around three core categories pertaining to experts' relations with laymen: choosing experts, power symmetry, and what he calls ""elsewhereism."" The first category has to do with seeking experts, finding them, referrals, and judging whether or not to use experts. Power symmetry concerns the inherent imbalance of power between an expert and a layman. ""Elsewhereism"" focuses on the constant competition that laymen face with unseen others in claiming the time and services of an expert.Experts versus Laymen broadens the analysis of expert-layman phenomena far beyond similar studies. It examines processes of bidding, gaining information, inspecting and evaluating work, winning trust, bargaining over costs, and determining who has situational control. This book discusses not only the contracting process in the housing industry, but far more important a world of power and domination in expert-laymen relationships."

Experts and the Will of the People: Society, Populism and Science

by Robert Evans Harry Collins Martin Weinel Darrin Durant

The rise of populism in the West has led to attacks on the legitimacy of scientific expertise in political decision making. This book explores the differences between populism and pluralist democracy and their relationship with science. Pluralist democracy is characterised by respect for minority choices and a system of checks and balances that prevents power being concentrated in one group, while populism treats minorities as traitorous so as to concentrate power in the government. The book argues that scientific expertise – and science more generally -- should be understood as one of the checks and balances in pluralist democracies. It defends science as ‘craftwork with integrity’ and shows how its crucial role in democratic societies can be rethought and that it must be publicly explained. This book will be of value to scholars and practitioners working across STS as well as to anyone interested in decoding the populist agenda against science.

Experts, Social Scientists, and Techniques of Prognosis in Cold War America (Socio-Historical Studies of the Social and Human Sciences)

by Christian Dayé

This book describes how Cold War researchers used expert opinions to construct foreknowledge of geopolitical relevance. Focusing on the RAND Corporation, an American think tank with close relations to the armed forces, Dayé analyses the development of two techniques of prognosis, the Delphi technique and Political Gaming. Based on archival research and interviews, the chapters explore the history of this series of experiments to understand how contemporary social scientists conceived of one of the core categories of the Cold War, the expert, and uncover the systematic use of expert opinions to craft prognoses. This consideration of the expert’s role in Cold War society and what that can tell us about the role of the expert today will be of interest to students and scholars across the history of science, the sociology of knowledge, future studies, the history of the Cold War, social science methodology, and social policy.

Experts: The Knowledge and Power of Expertise (Key Ideas)

by Reiner Grundmann Nico Stehr

In this book, Stehr and Grundmann outline the theoretical significance and practical importance of the growing stratum of experts, counsellors and advisors in contemporary society, and claim that the growing spectrum of knowledge-based occupations has led to the pluralisation of expertise. As decision makers in organizations and private citizens, for various reasons, increasingly seek advice from experts, the authors examine the nature of expert activity, and suggest that the role of experts needs to be distinguised from other roles such as professionals, scientists, or intellectuals. Experts, they argue, perform knowledge based activities that mediate between the context of knowledge creation and application. Existing approaches tend to restrict the role of the expert to scientists, or to conflate the roles of professionals with experts. In avoiding such restrictions, this book sets out a framework to understanding the growing role of expertise in a better way. Experts provides thought-provoking discussion that will be of interest to postgraduate students and academics working within the fields of social theory, knowledge, and consumption.

Explain Me This: Creativity, Competition, and the Partial Productivity of Constructions

by Adele E. Goldberg

Why our use of language is highly creative yet also constrainedWe use words and phrases creatively to express ourselves in ever-changing contexts, readily extending language constructions in new ways. Yet native speakers also implicitly know when a creative and easily interpretable formulation—such as “Explain me this” or “She considered to go”—doesn’t sound quite right. In this incisive book, Adele Goldberg explores how these creative but constrained language skills emerge from a combination of general cognitive mechanisms and experience. Shedding critical light on an enduring linguistic paradox, Goldberg demonstrates how words and abstract constructions are generalized and constrained in the same ways. When learning language, we record partially abstracted tokens of language within the high-dimensional conceptual space that is used when we speak or listen. Our implicit knowledge of language includes dimensions related to form, function, and social context. At the same time, abstract memory traces of linguistic usage-events cluster together on a subset of dimensions, with overlapping aspects strengthened via repetition. In this way, dynamic categories that correspond to words and abstract constructions emerge from partially overlapping memory traces, and as a result, distinct words and constructions compete with one another each time we select them to express our intended messages.While much of the research on this puzzle has favored semantic or functional explanations over statistical ones, Goldberg’s approach stresses that both the functional and statistical aspects of constructions emerge from the same learning mechanisms.

Explainable AI: Interpreting, Explaining and Visualizing Deep Learning (Lecture Notes in Computer Science #11700)

by Klaus-Robert Müller Grégoire Montavon Wojciech Samek Andrea Vedaldi Lars Kai Hansen

The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI.

Explainable Agency in Artificial Intelligence: Research and Practice (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)

by David W. Aha Silvia Tulli

This book focuses on a subtopic of explainable AI (XAI) called explainable agency (EA), which involves producing records of decisions made during an agent’s reasoning, summarizing its behavior in human-accessible terms, and providing answers to questions about specific choices and the reasons for them. We distinguish explainable agency from interpretable machine learning (IML), another branch of XAI that focuses on providing insight (typically, for an ML expert) concerning a learned model and its decisions. In contrast, explainable agency typically involves a broader set of AI-enabled techniques, systems, and stakeholders (e.g., end users), where the explanations provided by EA agents are best evaluated in the context of human subject studies. The chapters of this book explore the concept of endowing intelligent agents with explainable agency, which is crucial for agents to be trusted by humans in critical domains such as finance, self-driving vehicles, and military operations. This book presents the work of researchers from a variety of perspectives and describes challenges, recent research results, lessons learned from applications, and recommendations for future research directions in EA. The historical perspectives of explainable agency and the importance of interactivity in explainable systems are also discussed. Ultimately, this book aims to contribute to the successful partnership between humans and AI systems. Features: • Contributes to the topic of explainable artificial intelligence (XAI) • Focuses on the XAI subtopic of explainable agency • Includes an introductory chapter, a survey, and five other original contributions

Explainable and Customizable Job Sequencing and Scheduling: Advancing Production Control and Management with XAI (SpringerBriefs in Applied Sciences and Technology)

by Tin-Chih Toly Chen

This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as supporting evidence. To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing.

Explaining Environmentalism: In Search of a New Social Movement

by Philip W. Sutton

This title was first published in 2000: The author examines those current theories which purport to explain the emergence and character of 'new' social movements in the 'advanced' industrial societies since the 1960s. In particular, it sets out to test the efficacy of these explanations in relation to the history of the environmental movement in Britain. The book breaks new ground in bringing together both short-term and the more historically orientated long-term explanations into a single volume, thus providing an invaluable resource for students of social movements. Its critical exposition of major theories also points to the need for a more developmental approach which seeks to connect old and new movement forms, thus allowing for a more balanced evaluation of the potential of the environmental movement to bring about significant social change.

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