This book offers a unique interdisciplinary perspective on the ethics of 'artificial intelligence' - autonomous, intelligent, (and connected) systems, or AISs, applying principles of social cognition to understand the social and ethical issues associated with the creation, adoption, and implementation of AISs. As humans become entangled in sociotechnical systems defined by human and artificial agents, there is a pressing need to understand how trust is created, used, and abused. Compounding the difficulty in answering these questions, stakeholders directly or indirectly affected by these systems differ in their motivations, understanding, and values. This volume provides a comprehensive resource to help stakeholders understand ethical issues of designing and implementing AISs using an ethical sensemaking approach. Starting with the general technical affordances of AIS, Dr. Jordan Richard Schoenherr considers the features of system design relating data integrity, selection and interpretation of algorithms, and the evolution processes that drive AISs innovation as a sociotechnological system. The poles of technophobia (algorithmic aversion) and technophilia (algorithmic preference) in the public perception of AISs are then described and considered against existing evidence, including issues ranging from the displacement and re-education needs of the human workforce, the impact of use of technology on interpersonal accord, and surveillance and cybersecurity. Ethical frameworks that provide tools for evaluating the values and outcomes of AISs are then reviewed, and how they can be aligned with ethical sensemaking processes identified by psychological science is explored. Finally, these disparate threads are brought together in a design framework. Also including sections on policies and guideline, gaming and social media, and Eastern philosophical frameworks, this is fascinating reading for students and academics in psychology, computer science, philosophy, and related areas, as well as professionals such as policy makers and those working with AI systems.

Language Acquisition: The Basics is an accessible introduction to the must-know issues in child language development. Covering key topics drawn from contemporary psychology, linguistics and neuroscience, readers are introduced to fundamental concepts, methods, controversies, and discoveries. It follows the remarkable journey children take; from becoming sensitive to language before birth, to the time they string their first words together; from when they use language playfully, to when they tell stories, hold conversations, and share complex ideas. Using examples from 73 different languages, Ibbotson sets this development in a diverse cross-cultural context, as well as describing the universal psychological foundations that allow language to happen. This book, which includes further reading suggestions in each chapter and a glossary of key terms, is the perfect easy-to-understand introductory text for students, teachers, clinicians or anyone with an interest in language development. Drawing together the latest research on typical, atypical and multilingual development, it is the concise beginner's guide to the field.

This work challenges the current reliance on "The Three R's" or Replacement, Reduction and Refinement which direct most animal research in the behavioral sciences. The author argues that these principles that were developed in the 1950's to guide the use of animals in research studies are outdated. He suggests that the notions of refinement and reduction are often ill-defined and can be useful only in cases where replacement is impossible.

Not long ago, projections of how office technologies would revolutionize the production of documents in a high-tech future carriedmany promises. The paper less office and the seamless and problem-free sharing of texts and other work materials among co-workers werejust around the corner, we were told. To anyone who has been involved in putting together a volume of the present kind, such forecasts will be met with considerable skepticism, if not outright distrust. The diskette, the email, the fax, the net, and all the other forms of communication that are now around are powerful assets, but they do not in any way reduce the flow of paper or the complexity of coordinating activities involved in producing an artifact such as a book. Instead, the reverse seems to be true. Obviously, the use of such tools requires considerable skill at the center of coordination, to borrow an expression from a chapter in this volume. As editors, we have been fortunate to have Ms. Lotta Strand, Linkoping University, at the center of the distributed activity that producing this volume has required over the last few years. With her considerable skill and patience, Ms. Strand and her work provide a powerful illustration of the main thrust of most of the chapters in this volume: Practice is a coordination of thinking and action, and many things had to be kept in mind during the production of this volume."

Social media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data: Basic knowledge (data & challenges) on social media analytics Clustering as a fundamental technique for unsupervised knowledge discovery and data mining A class of neural inspired algorithms, based on adaptive resonance theory (ART), tackling challenges in big social media data clustering Step-by-step practices of developing unsupervised machine learning algorithms for real-world applications in social media domain Adaptive Resonance Theory in Social Media Data Clustering stands on the fundamental breakthrough in cognitive and neural theory, i.e. adaptive resonance theory, which simulates how a brain processes information to perform memory, learning, recognition, and prediction. It presents initiatives on the mathematical demonstration of ART's learning mechanisms in clustering, and illustrates how to extend the base ART model to handle the complexity and characteristics of social media data and perform associative analytical tasks. Both cutting-edge research and real-world practices on machine learning and social media analytics are included in the book and if you wish to learn the answers to the following questions, this book is for you: How to process big streams of multimedia data? How to analyze social networks with heterogeneous data? How to understand a user's interests by learning from online posts and behaviors? How to create a personalized search engine by automatically indexing and searching multimodal information resources? .

Rumination and Related Constructs: Causes, Consequences, and Treatment of Thinking Too Much synthesizes existing research relating to rumination. Integrating research and theories from clinical, social, cognitive, and health psychology, it features empirical findings related to why people ruminate, as well as treatments that decrease rumination. The book applies a transdiagnostic approach, looking beyond just depression to emphasize the wide range of clinical outcomes associated with repetitive thought. The book additionally describes research on physiological reactivity to rumination, the expression of rumination, potential benefits of rumination, and much more.

This book offers a cognitive-semantic insight into the roots of the human decisionmaking process, using the metaphor of CHOICE as CUBE. The areas of key interest are language, culture, and education as forms of social organization. This book addresses issues relevant to a number of fields, including social epistemology, cognitive linguistics, cognitive anthropology, philosophy, culture and education studies, and will be of interest to readers in these and related disciplines.

Based on a collection of chapters of leading scholars in the field, the purpose of this book is to intervene in current debates on the scientific foundation of psychological theory, methodology and research practice, and to offer an in-depth, situated and contextual understanding of psychological generalization. This book aims to contribute to a theoretical and methodological vocabulary which includes the subjective dimension of human life in psychological inquiry, and roots processes of generalization in persons' common, social, cultural and material practices of everyday living. The volume is directed to students, professors, and researchers in psychology as well as to scholars in other branches of the humanities and social science where psychology and especially subjectivity, everyday practice and the development of psychological knowledge is an issue. The volume will be of particular interest to scholars in the field of cultural psychology, critical psychology, psychology of everyday life as well as psychological methodology and qualitative studies of everyday life including the various critical undergraduate, graduate, master, and PhD programs. The book will also be of special interest for scholars working in social psychology, history of psychology, general psychology, theoretical psychology, environmental psychology and political psychology.

Technology and Health: Promoting Attitude and Behavior Change examines how technology can be used to promote healthier attitudes and behavior. The book discusses technology as a tool to deliver media content. This book synthesizes theory-driven research with implications for research and practice. It covers a range of theories and technology in diverse health contexts. The book covers why and how specific technologies, such as virtual reality, augmented reality, mobile games, and social media, are effective in promoting good health. The book additionally suggests how technology should be designed, utilized, and evaluated for health interventions.

The biomedical sciences have recently undergone revolutionary change, due to the ability to digitize and store large data sets. In neuroscience, the data sources include measurements of neural activity measured using electrode arrays, EEG and MEG, brain imaging data from PET, fMRI and optical imaging methods. Analysis, visualization and management of these time series data sets is a growing field of research that has become increasingly important both for experimentalists and theorists interested in brain function. Written by investigators who have played an important role in developing the subject and in its pedagogical exposition, the current volume addresses the need for a textbook in this interdisciplinary area. The book is written for a broad spectrum of readers ranging from physical scientists, mathematicians and statisticians wishing to educate themselves about neuroscience, as well as biologists who would like to learn time series analysis methods in particular, and refresh their mathematical and statistical knowledge in general, through self-pedagogy. It could also be used as a supplement for a quantitative course in neurobiology or as a textbook for instruction on neural signal processing. The first part of the book contains a set of essays meant to provide conceptual background which are not technical and should be generally accessible. Salient features include the adoption of an active perspective of the nervous system, an emphasis on function, and a brief survey of different theoretical accounts in neuroscience. The second part is the longest in the book, and contains a refresher course in mathematics and statistics leading up to time series analysis techniques. The third part contains applications of data analysis techniques to the range of data sources indicated above (also available as part of the Chronux data analysis platform from http://chronux.org), and the fourth part contains special topics.

Sex is a fundamentally important biological variable. Recent years have seen significant progress in the integration of sex in many aspects of basic and clinical research, including analyses of sex differences in brain function. Significant advances in the technology available for studying the endocrine and nervous systems are now coupled with a more sophisticated awareness of the interconnections of these two communication systems of the body. A thorough understanding of the current knowledge, conceptual approaches, methodological capabilities, and challenges is a prerequisite to continued progress in research and therapeutics in this interdisciplinary area.
Sex Differences in the Brain provides scientists with the basic tools for investigating sex differences in brain and behavior and insight into areas where important progress in understanding physiologically relevant sex differences has already been made. This book was edited and co-authored by members of the Isis Fund Network on Sex, Gender, Drugs and the Brain, sponsored by the Society for Womens Health Research.
The book is arranged in three parts. The first part of the book introduces the study of sex differences in the brain, with an overview of how the brain, stress systems, and pharmacogenetics differ in males and females and how this information is important for the study of behavior and neurobiology of both genders. The second part presents examples of sex differences in neurobiology and behavior from both basic and clinical research perspectives, covering both humans and nonhuman animals. The final part discusses sex differences in the neurobiology of disease and neurological disorders.
For interestedindividuals as well as those who are considering conducting research at the intersections of endocrinology, neuroscience, and other areas of biomedicine, the study of sex differences offers exciting and challenging questions and perspectives. This book is intended as a guide and resource for clinicians, scientists, and students.

The first book to present mindfulness and yoga-based treatment for dysregulated, consumption-oriented disorders Mindfulness and yoga-based approaches as beneficial supplements to traditional mental health paradigms are well supported by empirical research. While numerous texts have examined these approaches for treatment of depression, anxiety, and eating disorders, this is the first to address mindfulness and yoga-based approaches as embodied tools for reducing dysregulation associated with self-destructive and consumption-oriented behaviours. Introducing the basic theoretical foundations, key practices, and comprehensive protocols of mindfulness and yoga-based approaches for the treatment of externally oriented behaviours, the text is targeted at mental health professionals who wish to learn how to incorporate these techniques into their practice. The book explores the societal influences that lead to the externally oriented, idealized, and ultimately self-defeating concept of the individual. It provides the structure and practical applications for clinicians to help their clients overcome struggles with externally oriented behaviours and discover an internal sense of satisfaction and peace of mind. Tapping into the concept of a ""hungry self"" within the context of consumerism, the book advocates mindfulness and yoga approaches as alternate pathways toward a contented, regulated, and authentic experience of self. It addresses various aspects of the consumptive self and defines related syndromes such as disordered eating, compulsive shopping, substance use, and gambling. Creating a context for using alternative and complementary approaches, the book describes the challenges of traditional therapies. It then covers the conceptual aspects of mindfulness and yoga and describes specific protocols that facilitate behaviours associated a healthy experience of the self for a variety of disorders. Key Features: Describes mindfulness and yoga approaches as an effective treatment for a range of consumption and self-regulation issues-the first book of its kind Explains how to integrate mindfulness and yoga with traditional mental health paradigms for maximum benefits Designed for clinicians with minimal background in yoga or mindfulness Combines a conceptual overview of embodied self-regulation with practical techniques Reviews treatment protocols informed by mindfulness and yoga practices covering their evidence base and contraindications for use

Originally published in 1988, Anthony Storr's enlightening meditation on the creative individual's need for solitude has become a classic.

"Solitude" was seminal in challenging the established belief that "interpersonal relationships of an intimate kind are the chief, if not the only, source of human happiness." Indeed, most self-help literature still places relationships at the center of human existence. Lucid and lyrical, Storr's book cites numerous examples of brilliant scholars and artists -- from Beethoven and Kant to Anne Sexton and Beatrix Potter -- to demonstrate that solitude ranks alongside relationships in its impact on an individual's well-being and productivity, as well as on society's progress and health. But solitary activity is essential not only for geniuses, says Storr; the average person, too, is enriched by spending time alone.

For fifteen years, readers have found inspiration and renewal in Storr's erudite, compassionate vision of human experience.

Joining the ancient debate over the roles of reason and appetite in the moral mind, In Praise of Desire takes the side of appetite. Acting for moral reasons, acting in a praiseworthy manner, and acting out of virtue amount to nothing more than acting out of intrinsic desires for the right or the good, correctly conceived. Reason, understood as the power to deliberate about what to think and do, is shown not to be the basis for our ability to act for reasons. Reason is rather the ability to perform certain mental actions which help us to become settled about what to think or do, and these actions are in turn motivated by desire. Thus reason is, if not a slave of the passions, then at least a useful tool deployed by desiring agents. If desire were merely an impulse to act, then a moral psychology built on intrinsic desires might be unpromising. But intrinsic desire is much more than an impulse to act. Intrinsic desires are a natural kind, states of the brain which contingently but commonly cause impulses to act, as well as causing a rich array of feelings and cognitive effects (on attention, learning, and more). Understood in this way, intrinsic desires are more central to agency, good will, and virtue than any mere impulse could be. In Praise of Desire shows that a desire-centered moral psychology can be richer than philosophers commonly think, accommodating the full complexity of moral life.

Issues concerning the unity of minds, bodies and the world have often recurred in the history of philosophy and, more recently, in scientific models. Taking into account both the philosophical and scientific knowledge about consciousness, this book presents and discusses some theoretical guiding ideas for the science of consciousness. The authors argue that, within this interdisciplinary context, a consensus appears to be emerging assuming that the conscious mind and the functioning brain are two aspects of a complex system that interacts with the world. How can this concept of reality - one that includes the existence of consciousness - be approached both philosophically and scientifically? The Unity of Mind, Brain and World is the result of a three-year online discussion between the authors who present a diversity of perspectives, tending towards a theoretical synthesis, aimed to contribute to the insertion of this field of knowledge in the academic curriculum.

Using Figurative Language presents results from a multidisciplinary decades-long study of figurative language that addresses the question, 'Why don't people just say what they mean?' This research empirically investigates goals speakers or writers have when speaking (writing) figuratively, and concomitantly, meaning effects wrought by figurative language usage. These 'pragmatic effects' arise from many kinds of figurative language including metaphors (e.g. 'This computer is a dinosaur'), verbal irony (e.g. 'Nice place you got here'), idioms (e.g. 'Bite the bullet'), proverbs (e.g. 'Don't put all your eggs in one basket') and others. Reviewed studies explore mechanisms - linguistic, psychological, social and others - underlying pragmatic effects, some traced to basic processes embedded in human sensory, perceptual, embodied, cognitive, social and schematic functioning. The book should interest readers, researchers and scholars in fields beyond psychology, linguistics and philosophy that share interests in figurative language - including language studies, communication, literary criticism, neuroscience, semiotics, rhetoric and anthropology.

Design for Health: Applications of Human Factors delves into critical and emergent issues in healthcare and patient safety and how the field of human factors and ergonomics play a role in this domain. The book uses the Design for X (DfX) methodology to discuss a wide range of contexts, technologies, and population dependent criteria (X's) that must be considered in the design of a safe and usable healthcare ecosystem. Each chapter discusses a specific topic (e.g., mHealth, medical devices, emergency response, global health, etc.), reviews the concept, and presents a case study that demonstrates how human factors techniques and principles are utilized for the design, evaluation or improvements to specific tools, devices, and technologies (Section 1), healthcare systems and environments (Section 2), and applications to special populations (Section 3). The book represents an essential resource for researchers in academia as well as practitioners in medical device industries, consumer IT, and hospital settings. It covers a range of topics from medication reconciliation to self-care to the artificial heart.

In a lively and subversive analysis, psychologist John Lambie explains how to see another person's point of view while remaining critical - in other words how to be 'critically open-minded'. Using entertaining examples from history and psychology, Lambie explores the implications of critical open-mindedness for scientific and moral progress.

This book shows connections between oral story listening and unique, enduring educational effects in and outside of the classroom. Using scientific studies and interviews, as well as personal observations from more than thirty years in schools and libraries, the authors examine learning outcomes from frequent story listening. Throughout the book, Schatt and Ryan illustrate that experiencing stories told entirely from memory transforms individuals and builds community, affecting areas such as reading comprehension, visualization, focus, flow states, empathy, attachment, and theory of mind.

Natural languages all contain constructions the interpretation of which depends upon the situation in which they are used. In Language and Context, Jason Stanley presents a series of essays which develop a theory of how the situation in which we speak interacts with the words we use to help produce what we say. The reason we can so smoothly operate with sentences that can be used to express very different items of information, Stanley argues, is that there are linguistically mandated constraints on the effects of the situation on what we say. These linguistically mandated constraints are most evident in the cases of sentences containing explicit pronouns, such as "She is a mathematician," where interpretation of the information expressed is guided by the use of the pronoun "she." But even when such explicit pronouns are lacking, our sentences provide similar cues to allow our interlocutors to determine the information expressed. We are, in the main, confident that our interlocutors will smoothly grasp what we say, because the grammar and meaning of our sentences encodes these constraints. In defending this theory, Stanley pays close attention to specific cases of context-sensitive constructions, such as quantified noun phrases, comparative adjectives, and conditionals.
Philosophers and cognitive scientist have appealed to the dependence of what is intuitively said by a sentence on the situation in which it is uttered to argue against the possibility of a systematic theory of meaning for natural language. The theory developed in this book is a vigorous defense of the possibility of a systematic theory of meaning for natural language against these influential tendencies.

Currently there is growing interest in the application of dynamical methods to the study of cognition. Computation, Dynamics, and Cognition investigates this convergence from a theoretical and philosophical perspective, generating a provocative new view of the aims and methods of cognitive science. Advancing the dynamical approach as the methodological frame best equipped to guide inquiry in the field's two main research programs--the symbolic and connectionist approaches--Marco Giunti engages a host of questions crucial not only to the science of cognition, but also to computation theory, dynamical systems theory, philosophy of mind, and philosophy of science.
In chapter one Giunti employs a dynamical viewpoint to explore foundational issues in computation theory. Using the concept of Turing computability, he precisely and originally defines the nature of a computational system, sharpening our understanding of computation theory and its applications. In chapter two he generalizes his definition of a computational system, arguing that the concept of Turing computability itself is relative to the kind of support on which Turing machine operate. Chapter three completes the book's conceptual foundation, discussing a form of scientific explanation for real dynamical systems that Giunti calls "Galilean explanation."
The book's fourth and final chapter develops the methodological thesis that all cognitive systems are dynamical systems. On Giunti's view, a dynamical approach is likely to benefit even those scientific explanations of cognition which are based on symbolic models. Giunti concludes by proposing a new modeling practice for cognitive science, one based on "Galilean models" of cognitive systems.
Innovative, lucidly-written, and broad-ranging in its analysis, Computation, Dynamics, and Cognition will interest philosophers of science and mind, as well as cognitive scientists, computer scientists, and theorists of dynamical systems. This book elaborates a comprehensive picture of the application of dynamical methods to the study of cognition. Giunti argues that both computational systems and connectionist networks are special types of dynamical systems. He shows how this dynamical approach can be applied to problems of cognition, information processing, consciousness, meaning, and the relation between body and mind.

A New York Times bestseller * A New York Times Notable Book "The tale of how Konnikova followed a story about poker players and wound up becoming a story herself will have you riveted, first as you learn about her big winnings, and then as she conveys the lessons she learned both about human nature and herself." -The Washington Post It's true that Maria Konnikova had never actually played poker before and didn't even know the rules when she approached Erik Seidel, Poker Hall of Fame inductee and winner of tens of millions of dollars in earnings, and convinced him to be her mentor. But she knew her man: a famously thoughtful and broad-minded player, he was intrigued by her pitch that she wasn't interested in making money so much as learning about life. She had faced a stretch of personal bad luck, and her reflections on the role of chance had led her to a giant of game theory, who pointed her to poker as the ultimate master class in learning to distinguish between what can be controlled and what can't. And she certainly brought something to the table, including a Ph.D. in psychology and an acclaimed and growing body of work on human behavior and how to hack it. So Seidel was in, and soon she was down the rabbit hole with him, into the wild, fiercely competitive, overwhelmingly masculine world of high-stakes Texas Hold'em, their initial end point the following year's World Series of Poker. But then something extraordinary happened. Under Seidel's guidance, Konnikova did have many epiphanies about life that derived from her new pursuit, including how to better read, not just her opponents but far more importantly herself; how to identify what tilted her into an emotional state that got in the way of good decisions; and how to get to a place where she could accept luck for what it was, and what it wasn't. But she also began to win. And win. In a little over a year, she began making earnest money from tournaments, ultimately totaling hundreds of thousands of dollars. She won a major title, got a sponsor, and got used to being on television, and to headlines like "How one writer's book deal turned her into a professional poker player." She even learned to like Las Vegas. But in the end, Maria Konnikova is a writer and student of human behavior, and ultimately the point was to render her incredible journey into a container for its invaluable lessons. The biggest bluff of all, she learned, is that skill is enough. Bad cards will come our way, but keeping our focus on how we play them and not on the outcome will keep us moving through many a dark patch, until the luck once again breaks our way.

The world has a causal structure, in the sense that some events make other events happen. Although understanding causal structure is essential for predicting and controlling the environment, causal structure is, at least usually, not obvious from superficial, perceptual cues. How then do our minds infer this structure? In the last few years, questions about causal inference and learning have become an important focus of investigation in many different disciplines - developmental psychology, cognitive psychology, ethology, philosophy, and computer science. As is common in scientific research, there has been relatively little interaction on the topic between these disciplines. However, in spite of the minimal interaction, a general review of the research shows the beginning of a formal way of determining how, in principle, the problem of causal inference and learning can be solved, and a wealth of methods for determining how it is, in fact, solved by children, adults, and animals. This volume brings together this research and provides a more sophisticated understanding of causal inference and learning.

International Review of Research in Developmental Disabilities, Volume 57 in the series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors who discuss Peer mentoring and the development of friendships between individuals with and without intellectual and developmental disabilities, Health issues across adulthood in Down Syndrome: a view from multiple databases, Mindfulness interventions in developmental disabilities: issues and possibilities, Reading Interventions for individuals with intellectual and developmental disabilities: a review, Communication system identification for individuals with complex communication needs, and much more.

Consciousness is familiar to us first hand, yet difficult to understand. This book concerns six basic concepts of consciousness exercised in ordinary English. The first is the interpersonal meaning and requires at least two people involved in relation to one another. The second is a personal meaning, having to do with one's own perspective on the kind of person one is and the life one is leading. The third meaning has reference simply to one being occurrently aware of something or as though of something. The fourth narrows the preceding sense to one having direct occurrent awareness of happenings in one's own experiential stream. The fifth is the unitive meaning of consciousness and has reference to those portions of one's stream that one self-appropriates to make up one's conscious being. The last is the general-state meaning and picks out the general operating mode in which we most often function.