Big Data, gathered together and re-analysed, can be used to form endless variations of our persons - so-called 'data doubles'. Whilst never a precise portrayal of who we are, they unarguably contain glimpses of details about us that, when deployed into various routines (such as management, policing and advertising) can affect us in many ways. How are we to deal with Big Data? When is it beneficial to us? When is it harmful? How might we regulate it? Offering careful and critical analyses, this timely volume aims to broaden well-informed, unprejudiced discourse, focusing on: the tenets of Big Data, the politics of governance and regulation; and Big Data practices, performance and resistance. An interdisciplinary volume, The Politics of Big Data will appeal to undergraduate and postgraduate students, as well as postdoctoral and senior researchers interested in fields such as Technology, Politics and Surveillance.

This volume provides an integrative review of the emerging and increasing use of network science techniques in cognitive psychology, first developed in mathematics, computer science, sociology, and physics. The first resource on network science for cognitive psychologists in a growing international market, Vitevitch and a team of expert contributors provide a comprehensive and accessible overview of this cutting-edge topic. This innovative guide draws on the three traditional pillars of cognitive psychological research-experimental, computational, and neuroscientific-and incorporates the latest findings from neuroimaging. The network perspective is applied to the fundamental domains of cognitive psychology including memory, language, problem-solving, and learning, as well as creativity and human intelligence, highlighting the insights to be gained through applying network science to a wide range of approaches and topics in cognitive psychology Network Science in Cognitive Psychology will be essential reading for all upper-level cognitive psychology students, psychological researchers interested in using network science in their work, and network scientists interested in investigating questions related to cognition. It will also be useful for early career researchers and students in methodology and related courses.

Diagnostic Expertise in Organizational Environments provides a state-of-the-art foundation for a new paradigm in expertise research and practice. Skilled diagnosis is essential for accurate and efficient performance across a range of organizational contexts, including aviation, finance, rail, forensic investigation, firefighting, and medicine. However, it is also a complex process, subject to the abilities and experience of individual operators, the culture and practices of organizations, the relationships between operators, and the availability and usefulness of technology. As a consequence, diagnostic skills can be difficult to learn, maintain, and evaluate. This volume is a comprehensive approach that examines diagnostic expertise at the level of the individual practitioner, in the social context, and at the organizational level. The chapter authors comprise both academics and highly skilled practitioners so that there is a clear transition from understanding the problem of diagnostic skills to the implementation of solutions, either through redesign, training, and/or selection. It will appeal to those academics and practitioners interested and involved in this field and also prove useful to students of psychology, cognitive science education and/or computer interaction.

The study of intuition and its relation to thoughtful reasoning is a burgeoning research topic in psychology and beyond. While the area has the potential to radically transform our conception of the mind and decision making, the procedures used for establishing empirical conclusions have often been vaguely formulated and obscure. This book fills a gap in the field by providing a range of methods for exploring intuition experimentally and thereby enhancing the collection of new data. The book begins by summarizing current challenges in the study of intuition and gives a new foundation for intuition research. Going beyond classical dual-process models, a new scheme is introduced to classify the different types of processes usually collected under the label of intuition. These new classifications range from learning approaches to complex cue integration models. The book then goes on to describe the wide variety of behavioural methods available to investigate these processes, including information search tracing, think aloud protocols, maximum likelihood methods, eye-tracking, and physiological and non-physiological measures of affective responses. It also discusses paradigms to investigate implicit associations and causal intuitions, video-based approaches to expert research, methods to induce specific decision modes as well as questionnaires to assess individual preferences for intuition or deliberation. By uniquely providing the basis for exploring intuition by introducing the different methods and their applications in a step-by-step manner, this text is an invaluable reference for individual research projects. It is also very useful as a course book for advanced decision making courses, and could inspire experimental explorations of intuition in psychology, behavioural economics, empirical legal studies and clinical decision making.

Exercise your imagination and set off sparks of genius. Explore the "thinking tools" of extraordinary people, from Albert Einstein and Jane Goodall to Amadeus Mozart and Virginia Woolf, and learn how you can practice the same imaginative skills to become your creative best. With engaging narratives and ample illustrations, Robert and Michele Root-Bernstein investigate cognitive tools as diverse as observing, imaging, recognizing patterns, modeling, playing, and more. SPARKS OF GENIUS is "a clever, detailed and demanding fitness program for the creative mind" (Kirkus Reviews) and a groundbreaking guidebook for anyone interested in imaginative thinking, lifelong learning, and transdisciplinary education.

Unlocking Creativity in Solving Novel Mathematics Problems delivers a fascinating insight into thinking and feeling approaches used in creative problem solving and explores whether attending to 'feeling' makes any difference to solving novel problems successfully. With a focus on research throughout, this book reveals ways of identifying, describing and measuring 'feeling' (or 'intuition') in problem-solving processes. It details construction of a new creative problem-solving conceptual framework using cognitive and non-cognitive elements, including the brain's visuo-spatial and linguistic circuits, conscious and non-conscious mental activity, and the generation of feeling in listening to the self, identified from verbal data. This framework becomes the process model for developing a comprehensive quantitative model of creative problem solving incorporating the Person, Product, Process and Environment dimensions of creativity. In a world constantly seeking new ideas and new approaches to solving complex problems, the application of this book's findings will revolutionize the way students, teachers, businesses and industries approach novel problem solving, and mathematics learning and teaching.

Can problems be solved by setting them aside or by sleeping on them? Incubation, the process of stopping conscious work on problems for a set period of time, is an integral part of the creative problem solving process. Providing an overview of the main issues, findings and implications of cognitive research on incubation effects in problem solving and creativity, this book argues that incubation is an effective strategy for tackling problems that do not yield to initial solution attempts. Gilhooly reasons that unconscious work is automatic and explores the underlying processes involved in incubation, providing evidence to showcase the major role of unconscious processing in problem solving. Incubation in Problem Solving and Creativity concludes with a discussion of the implications of unconscious work theory for enhanced problem solving, positioning incubation as an effective and important stage in creative problem solving. This book is an invaluable resource for students and researchers of problem solving, creativity and thinking and reasoning as well as for students from all disciplines taking problem solving modules.

The Routledge International Handbook of Thinking and Reasoning is an authoritative reference work providing a balanced overview of current scholarship spanning the full breadth of the rapidly developing and expanding field of thinking and reasoning. It contains 35 chapters written by leading international researchers, covering foundational issues as well as state-of-the-art developments in thinking and reasoning research. Topics covered range across all sub-areas of thinking and reasoning, including deduction, induction, abduction, judgment, decision making, argumentation, problem solving, expertise, creativity and rationality. The contributors engage with cutting-edge debates such as the status of dual-process theories of thinking, the role of unconscious, intuitive, emotional and metacognitive processes in thinking, and the importance of probabilistic conceptualisations of thinking and reasoning. Authors also examine the importance of neuroscientific findings in informing theoretical developments, and explore the situated nature of thinking and reasoning across a range of real-world contexts such as mathematics, medicine and science. The Handbook provides a clear sense of the way in which contemporary ideas are challenging traditional viewpoints as "new paradigm of the psychology of reasoning" emerges. This paradigm-shifting research is paving the way toward a richer and more inclusive understanding of thinking and reasoning, where important new questions drive a forward-looking research agenda. It is essential reading for both established researchers in the field of thinking and reasoning as well as advanced students wishing to learn more about both the historical foundations and latest developments in this rapidly growing field.

This comprehensive volume addresses the important question of whether and how the current transformation of targeted killing is transforming the global international order. The age-old practice of targeted killing has undergone a profound transformation since the turn of the millennium. States resort to it more frequently, especially in the context of counter-terrorism operations. The rapid development of surveillance and drone technologies facilitates targeted-killing missions, and states are starting to slowly abandon their policies of secrecy and denial with regard to this form of violence. To answer this question, the volume introduces a theoretical framework that conceives the maintenance and transformation of international order as a dynamic, triangular process between violence, discourse, and the institutions that make up the international order. It then sheds light on different parts of this triangular process: the reinterpretation of international law to legitimize targeted killing, the contestation between state and non-state actors over the development of a new targeted-killing norm, the emergence of targeted killing in the context of changes in the broader normative context of international order, and the impact of new technologies, in particular autonomous weapons systems, on the future of targeted-killing practices and international order. This book was originally published as a special issue of Contemporary Security Policy.

3-System Theory of the Cognitive Brain: A Post-Piagetian Approach to Cognitive Development puts forward Olivier Houde's 3-System theory of the cognitive brain, based on numerous post-Piagetian psychological and brain imaging data acquired from children and adults. This ground-breaking theory simultaneously anchors itself in a deep understanding of the history of psychology and fuels current debates on thinking, reasoning and cognitive development. Spanning the long-term history of psychology, from Plato and Aristotle to more current experimental psychology, this pioneering work goes beyond the approaches of Kahneman (i.e. System 1 theory) and Piaget (i.e. System 2 theory) to put forward a theory in which the inhibitory-control system (i.e. System 3) takes precedence. Houde argues that the brain contains a third control system located in the prefrontal cortex which is dedicated to inhibiting Kahneman's intuitive heuristics system and activating Piaget's logical algorithms system anywhere in the brain on a case-by-case basis, depending on the goal and context of the task. 3-System Theory of the Cognitive Brain simultaneously explains the early logical abilities discovered in babies, the dynamic, strategic and non-linear process of cognitive development in children, and the fast heuristics and biases observed in adults. Houde considers the exciting implications of this theory on neuro-education using examples from the classroom. This book is essential reading for students and researchers in cognitive development and education, child psychology, reasoning and neurosciences.

3-System Theory of the Cognitive Brain: A Post-Piagetian Approach to Cognitive Development puts forward Olivier Houde's 3-System theory of the cognitive brain, based on numerous post-Piagetian psychological and brain imaging data acquired from children and adults. This ground-breaking theory simultaneously anchors itself in a deep understanding of the history of psychology and fuels current debates on thinking, reasoning and cognitive development. Spanning the long-term history of psychology, from Plato and Aristotle to more current experimental psychology, this pioneering work goes beyond the approaches of Kahneman (i.e. System 1 theory) and Piaget (i.e. System 2 theory) to put forward a theory in which the inhibitory-control system (i.e. System 3) takes precedence. Houde argues that the brain contains a third control system located in the prefrontal cortex which is dedicated to inhibiting Kahneman's intuitive heuristics system and activating Piaget's logical algorithms system anywhere in the brain on a case-by-case basis, depending on the goal and context of the task. 3-System Theory of the Cognitive Brain simultaneously explains the early logical abilities discovered in babies, the dynamic, strategic and non-linear process of cognitive development in children, and the fast heuristics and biases observed in adults. Houde considers the exciting implications of this theory on neuro-education using examples from the classroom. This book is essential reading for students and researchers in cognitive development and education, child psychology, reasoning and neurosciences.

This book brings together an influential sequence of papers that argue for a radical re-conceptualisation of the psychology of inference, and of cognitive science more generally. The papers demonstrate that the thesis that logic provides the basis of human inference is central to much cognitive science, although the commitment to this view is often implicit. They then note that almost all human inference is uncertain, whereas logic is the calculus of certain inference. This mismatch means that logic is not the appropriate model for human thought. Oaksford and Chater's argument draws on research in computer science, artificial intelligence and philosophy of science, in addition to experimental psychology. The authors propose that probability theory, the calculus of uncertain inference, provides a more appropriate model for human thought. They show how a probabilistic account can provide detailed explanations of experimental data on Wason's selection task, which many have viewed as providing a paradigmatic demonstration of human irrationality. Oaksford and Chater show that people's behaviour appears irrational only from a logical point of view, whereas it is entirely rational from a probabilistic perspective. The shift to a probabilistic framework for human inference has significant implications for the psychology of reasoning, cognitive science more generally, and forour picture of ourselves as rational agents.

Examining the thematic intersection of law, technology and violence, this book explores cyber attacks against states and current international law on the use of force. The theory of information ethics is used to critique the law's conception of violence and to develop an informational approach as an alternative way to think about cyber attacks. Cyber attacks against states constitute a new form of violence in the information age, and international law on the use of force is limited in its capacity to regulate them. This book draws on Luciano Floridi's theory of information ethics to critique the narrow conception of violence embodied in the law and to develop an alternative way to think about cyber attacks, violence, and the state. The author uses three case studies - the 2007 cyber attacks against Estonia, the Stuxnet incident involving Iran that was discovered in 2010, and the cyber attacks used as part of the Russian interference in the 2016 US presidential election - to demonstrate that an informational approach offers a means to reimagine the state as an entity and cyber attacks as a form of violence against it. This interdisciplinary approach will appeal to an international audience of scholars in international law, international relations, security studies, cyber security, and anyone interested in the issues surrounding emerging technologies.

The Comprehension of Jokes consolidates and develops the tradition of analysing jokes, by defining a framework of concepts which are suited to capturing what happens when someone understands a joke. The collection of concepts presented improves upon past work on joke analysis, outlining a simple model of text comprehension which supports all the assumptions necessary for a model of joke-understanding. This proposed framework encompasses and integrates a relatively wide range of disparate factors, including incongruity, superiority, and impropriety. Written by an expert in the field of humour, it provides a conceptual basis which will help to map out the landscape of joke comprehension. The book draws on past suggestions in many areas, primarily philosophy, psychology, linguistics, and artificial intelligence. Current theories of how people understand non-humorous texts offer some important ideas, such as the need for representations of differing beliefs about the world, or the way that predictions may occur during the understanding of a text. The framework improves the clarity and coherence of some existing theoretical proposals and combines these ideas into a well-defined way of describing how a person understands a newly-encountered joke. All this is illustrated using typical textual jokes, some analysed in considerable detail. The book enables hypotheses about why jokes are funny to be stated more precisely and compared more easily, and should contribute to the development of a fuller cognitive model of joke comprehension. The Comprehension of Jokes will be of great interest to academics and postgraduate students in humour research, as well as those in disciplines like linguistics, psychology, and cognitive science who wish to explore the field of jokes and humour.

Research on insight problem solving examines how new ideas are generated to solve problems that initially resist the application of prior knowledge or analogue solutions. In the laboratory, insight problems are designed to create an impasse; overcoming the impasse is sometimes accompanied by a distinctive phenomenological experience, the so-called Aha! moment. Insight: On the Origins of New Ideas presents research that captures these episodes of insight under laboratory conditions and informs models that account for their emergence. Descriptions and analyses of episodes of discovery both in and out of the laboratory are included to provide a general overview of insight. Featuring contributions from leading researchers, the volume debates the relative importance of intelligence and working memory, the development of an alternative interpretation of the problem based on deliberate analyses and heuristics, and unconscious inferences in the emergence of insight. These discussions generate new testable hypotheses to shed light on the cognitive processes underpinning insight, along with concrete methodological recommendations that, together, map a productive programme of future research. This book will be of interest to students and researchers of thinking and reasoning - specifically those interested in insight and creative problem solving.

To date we have only a fragmentary understanding of the thought processes that engender insightful solutions to problems that require a change in representation or the discovery of distant associations to presented information. We likewise have only a piecemeal understanding of the thinking that underpins creative problem solving, where solutions are needed that are new to the solver. Recently there has been a growing interest in removing the mystery from insight and creativity through better specified theories and theory-driven experimentation. The chapters in this volume reflect key developments in this expanding field of insight and creativity research. Collectively, the chapters converge on a nuanced view of insight and creative thinking as often arising from the interplay between two qualitatively distinct types of processes that interact to yield sudden, surprising and innovative solutions to problems that initially seemed impenetrable and resistant to the application of inventive ideas. This dual-process perspective, which capitalises on the distinction between 'special' (automatic, unconscious and associative) Type 1 processes and 'routine' (controlled, conscious and analytic) Type 2 processes, helps advance a theoretical understanding of insight and creativity, whilst also provoking important new research questions. This book was originally published as a special issue of Thinking and Reasoning.

To date we have only a fragmentary understanding of the thought processes that engender insightful solutions to problems that require a change in representation or the discovery of distant associations to presented information. We likewise have only a piecemeal understanding of the thinking that underpins creative problem solving, where solutions are needed that are new to the solver. Recently there has been a growing interest in removing the mystery from insight and creativity through better specified theories and theory-driven experimentation. The chapters in this volume reflect key developments in this expanding field of insight and creativity research. Collectively, the chapters converge on a nuanced view of insight and creative thinking as often arising from the interplay between two qualitatively distinct types of processes that interact to yield sudden, surprising and innovative solutions to problems that initially seemed impenetrable and resistant to the application of inventive ideas. This dual-process perspective, which capitalises on the distinction between 'special' (automatic, unconscious and associative) Type 1 processes and 'routine' (controlled, conscious and analytic) Type 2 processes, helps advance a theoretical understanding of insight and creativity, whilst also provoking important new research questions. This book was originally published as a special issue of Thinking and Reasoning.

Originally published in 1985, the chapters in this volume collectively approach the phenomenon of questioning from many perspectives. There are studies on question comprehension, question answering, question asking and the influence of adjunct questions on text comprehension and memory. The chapters cover different theories, models, methods, and practical applications. Some contributors focus exclusively on adult subjects, whereas other examine cognitive development in children. The earlier chapters in the book have a "pure science" emphasis, whereas the later chapters have an "applied" emphasis. Of course, the distinction between science and application had, in the editors' words, become "very fuzzy" in the years prior to publication.

This book describes a method for building real-world problem solving systems such as medical diagnostic procedures and intelligent controllers for autonomous underwater vehicles (AUVs) and other robots. The approach taken is different from other work reported in the artificial intelligence literature in several respects:
* It defines "schema-based reasoning, " in which schemas -- explicitly declared packets of related knowledge -- are used to control not only the reasoner's planning, but also all other facets of its behavior.
* It is a kind of reactive reasoning that the author calls "adaptive problem solving" -- the reasoner maintains commitments to future goals but is able to change its focus of attention as the problem-solving situation requires.
* It is a "context-sensitive" reasoning method. Every decision it makes relies on the use of contextual knowledge to be appropriate for the current problem-solving situation. Furthermore, context is represented explicitly; by always keeping a current representation of the context in mind, the reasoner's behavior is automatically sensitive to the context with very little work needed per decision.
* Schema-based reasoning -- a generalization of case-based reasoning -- extends the usual idea of case-based reasoning to encompass all aspects of the reasoner's behavior, and it extends it to make use of generalized "cases" (i.e., schemas) rather than particular cases, thus saving effort needed to transfer knowledge from an old case to a new situation.
Though the work originated in the domain of medical diagnostic problem solving, treating diagnosis as a planning task, it is even more appropriate for controlling autonomous systems. The author is currently extending the approach by creating a robust controller for long-range autonomous underwater vehicles that will be used to carry out ocean science missions.

Dual Process Theory 2.0 provides a comprehensive overview of the new directions in which dual process research is heading. Human thinking is often characterized as an interplay between intuition and deliberation and this two-headed, dual process view of human thinking has been very influential in the cognitive sciences and popular media. However, despite the popularity of the dual process framework it faces multiple challenges. Recent advances indicate that there is a strong need to re-think some of the fundamental assumptions of the original dual process model. With chapters written by leading scholars who have been actively involved in the development of an upgraded 'Dual Process Theory 2.0', this edited volume presents an accessible overview of the latest empirical findings and theoretical ideas.. With cutting edge insights on the interaction between intuition and deliberation, Dual Process Theory 2.0 should be of interest to psychologists, philosophers, and economists who are using dual process models.

In this concise and lucid survey, originally published in 1972, the author considers the major theoretical perspectives influential in the psychology of thinking at the time. They are looked at in relation to the problems which they are designed to answer and their success in accounting for the experimental evidence.

The core baseline of Intelligence-led Policing is the aim of increasing efficiency and quality of police work, with a focus on crime analysis and intelligence methods as tools for informed and objective decisions both when conducting targeted, specialized operations and when setting strategic priorities. This book critically addresses the proliferation of intelligence logics within policing from a wide array of scholarly perspectives. It considers questions such as: How are precautionary logics becoming increasingly central in the dominant policing strategies? What kind of challenges will this move entail? What does the criminalization of preparatory acts mean for previous distinctions between crime prevention and crime detection? What are the predominant rationales behind the proactive use of covert cohesive measures in order to prevent attacks on national security? How are new technological measures, increased private partnerships and international cooperation challenging the core nature of police services as the main providers of public safety and security? This book offers new insights by exploring dilemmas, legal issues and questions raised by the use of new policing methods and the blurred and confrontational lines that can be observed between prevention, intelligence and investigation in police work.

Originally published in 1976, this fourth and final volume in a series that met with critical acclaim is concerned with a certain kind of answer to the question "What distinguishes the concepts that are a natural part of human languages from those that are merely expressible in language?" The kind of answers contemplated rely on formal properties of the logics that overlay the two sorts of concepts. The author presents a substantive theory of natural concepts which helps to make concrete the methodological proposals. In order to make the theory more manageable, it is restricted to sentential modifiers expressed in English. Although these proposals are substantive, the methodology they exemplify may be of even more significance. Some of the ideas in the author's approach derive from the work of Chomsky, and several issues relevant to the growth of logical thinking are also treated with data that speak to questions raised in Volume 3, concerning qualitative change through development. This final volume in the series will be essential reading for all concerned with both logical abilities in children, their development, and novel methodological approaches to research bearing on this and related issues.

Originally published in 1975, this volume (3 of 4) presents an expanded model of certain deductive abilities in children and adults. A partial explanation of the growth of these abilities was suggested in Volume 2 of this series, and it is amplified here, both with regard to propositional logic and the logic of class inclusion. A new methodology is employed, the issue of the effect of content in deductive reasoning is covered, and developmental questions are reformulated. Although only data from experiments with adolescents are presented here, the volume sets the stage for potentially illustrating developmental comparisons, a topic pursued in Volume 4 of this novel and inventive series.