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Explanation And Interaction
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Book Synopsis Explanation in Causal Inference by : Tyler J. VanderWeele
Download or read book Explanation in Causal Inference written by Tyler J. VanderWeele and published by Oxford University Press, USA. This book was released on 2015 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive examination of methods for mediation and interaction, VanderWeele's book is the first to approach this topic from the perspective of causal inference. Numerous software tools are provided, and the text is both accessible and easy to read, with examples drawn from diverse fields. The result is an essential reference for anyone conducting empirical research in the biomedical or social sciences.
Book Synopsis The Cambridge Handbook of Group Interaction Analysis by : Elisabeth Brauner
Download or read book The Cambridge Handbook of Group Interaction Analysis written by Elisabeth Brauner and published by Cambridge University Press. This book was released on 2018-08-02 with total page 968 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook provides a compendium of research methods that are essential for studying interaction and communication across the behavioral sciences. Focusing on coding of verbal and nonverbal behavior and interaction, the Handbook is organized into five parts. Part I provides an introduction and historic overview of the field. Part II presents areas in which interaction analysis is used, such as relationship research, group research, and nonverbal research. Part III focuses on development, validation, and concrete application of interaction coding schemes. Part IV presents relevant data analysis methods and statistics. Part V contains systematic descriptions of established and novel coding schemes, which allows quick comparison across instruments. Researchers can apply this methodology to their own interaction data and learn how to evaluate and select coding schemes and conduct interaction analysis. This is an essential reference for all who study communication in teams and groups.
Book Synopsis Knowledge and Interaction by : Andrea A. diSessa
Download or read book Knowledge and Interaction written by Andrea A. diSessa and published by Routledge. This book was released on 2015-12-07 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decades of research in the cognitive and learning sciences have led to a growing recognition of the incredibly multi-faceted nature of human knowing and learning. Up to now, this multifaceted nature has been visible mostly in distinct and often competing communities of researchers. From a purely scientific perspective, "siloed" science—where different traditions refuse to speak with one another, or merely ignore one another—is unacceptable. This ambitious volume attempts to kick-start a serious, new line of work that merges, or properly articulates, different traditions with their divergent historical, theoretical, and methodological commitments that, nonetheless, both focus on the highly detailed analysis of processes of knowing and learning as they unfold in interactional contexts in real time. Knowledge and Interaction puts two traditions in dialogue with one another: Knowledge Analysis (KA), which draws on intellectual roots in developmental psychology and cognitive modeling and focuses on the nature and form of individual knowledge systems, and Interaction Analysis (IA), which has been prominent in approaches that seek to understand and explain learning as a sequence of real-time moves by individuals as they interact with interlocutors, learning environments, and the world around them. The volume’s four-part organization opens up space for both substantive contributions on areas of conceptual and empirical work as well as opportunities for reflection, integration, and coordination.
Book Synopsis Interpretable Machine Learning by : Christoph Molnar
Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Book Synopsis Research Methods in Human-Computer Interaction by : Jonathan Lazar
Download or read book Research Methods in Human-Computer Interaction written by Jonathan Lazar and published by Morgan Kaufmann. This book was released on 2017-04-28 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods in Human-Computer Interaction is a comprehensive guide to performing research and is essential reading for both quantitative and qualitative methods. Since the first edition was published in 2009, the book has been adopted for use at leading universities around the world, including Harvard University, Carnegie-Mellon University, the University of Washington, the University of Toronto, HiOA (Norway), KTH (Sweden), Tel Aviv University (Israel), and many others. Chapters cover a broad range of topics relevant to the collection and analysis of HCI data, going beyond experimental design and surveys, to cover ethnography, diaries, physiological measurements, case studies, crowdsourcing, and other essential elements in the well-informed HCI researcher's toolkit. Continual technological evolution has led to an explosion of new techniques and a need for this updated 2nd edition, to reflect the most recent research in the field and newer trends in research methodology. This Research Methods in HCI revision contains updates throughout, including more detail on statistical tests, coding qualitative data, and data collection via mobile devices and sensors. Other new material covers performing research with children, older adults, and people with cognitive impairments. - Comprehensive and updated guide to the latest research methodologies and approaches, and now available in EPUB3 format (choose any of the ePub or Mobi formats after purchase of the eBook) - Expanded discussions of online datasets, crowdsourcing, statistical tests, coding qualitative data, laws and regulations relating to the use of human participants, and data collection via mobile devices and sensors - New material on performing research with children, older adults, and people with cognitive impairments, two new case studies from Google and Yahoo!, and techniques for expanding the influence of your research to reach non-researcher audiences, including software developers and policymakers
Book Synopsis How the Mind Explains Behavior by : Bertram F. Malle
Download or read book How the Mind Explains Behavior written by Bertram F. Malle and published by MIT Press. This book was released on 2006-08-11 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this provocative monograph, Bertram Malle describes behavior explanations as having a dual nature—as being both cognitive and social acts—and proposes a comprehensive theoretical model that integrates the two aspects. When people try to understand puzzling human behavior, they construct behavior explanations, which are a fundamental tool of social cognition. But, Malle argues, behavior explanations exist not only in the mind; they are also overt verbal actions used for social purposes. When people explain their own behavior or the behavior of others, they are using the explanation to manage a social interaction—by offering clarification, trying to save face, or casting blame. Malle's account makes clear why these two aspects of behavior explanation exist and why they are closely linked; along the way, he illustrates the astonishingly sophisticated and subtle patterns of folk behavior explanations. Malle begins by reviewing traditional attribution theories and their simplified portrayal of behavior explanation. A more realistic portrayal, he argues, must be grounded in the nature, function, and origins of the folk theory of mind—the conceptual framework underlying people's grasp of human behavior and its connection to the mind. Malle then presents a theory of behavior explanations, focusing first on their conceptual structure and then on their psychological construction. He applies this folk-conceptual theory to a number of questions, including the communicative functions of behavior explanations, and the differences in explanations given for self and others as well as for individuals and groups. Finally, he highlights the strengths of the folk-conceptual theory of explanation over traditional attribution theory and points to future research applications.
Book Synopsis Action and Interaction by : Shaun Gallagher
Download or read book Action and Interaction written by Shaun Gallagher and published by Oxford University Press. This book was released on 2020-04-09 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shaun Gallagher presents a ground-breaking interdisciplinary account of human action, bringing out its essentially social dimension. He explores and synthesizes the different approaches of action theory, social cognition, and critical social theory. He shows that in order to understand human agency and the aspects of mind that are associated with it, we need to grasp the crucial role of context or circumstance in action, and the normative constraints of social and cultural practices. He also investigates issues concerning social cognition and embodied intersubjective interaction, including direct social perception and the role of narrative and communicative practices from an interdisciplinary perspective. Gallagher thereby brings together embodied and enactive approaches to action for the first time in this book and, in developing an alternative to standard conceptions of understanding others, he bridges social cognition and critical social theory, drawing out the implications for recognition, autonomy, and justice.
Book Synopsis Using Discourse Analysis to Improve Classroom Interaction by : Lesley A. Rex
Download or read book Using Discourse Analysis to Improve Classroom Interaction written by Lesley A. Rex and published by Routledge. This book was released on 2010-04-26 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This accessible "how to" book about classroom interaction offers teachers powerful tools of discourse analysis as a way of understanding the complex dynamics of human interaction that constitute effective, equitable teaching and learning and guides them step-by-step through how to build their interactional awareness to improve their teaching.
Book Synopsis Studies in the Organization of Conversational Interaction by : Jim Schenkein
Download or read book Studies in the Organization of Conversational Interaction written by Jim Schenkein and published by . This book was released on 1978 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Discourses in Interaction by : Sanna-Kaisa Tanskanen
Download or read book Discourses in Interaction written by Sanna-Kaisa Tanskanen and published by John Benjamins Publishing. This book was released on 2010 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourteen contributions in this collection come from different approaches in pragmatics, interactional linguistics, conversation analysis, discourse analysis and dialogue analysis; the name given to what is studied ranges from spoken language and conversation to interaction, dialogue, discourse and communication. What the articles have in common is a similar starting point: they are informed by a form of linguistic understanding which has emerged within what could be called the interactional turn. The materials investigated come from several different languages, representing a variety of interactions: private and public, written and spoken, historical and present-day. While studies of such diverse materials naturally differ in their starting points, goals and aims, engaging them in a dialogue can help reveal where old beliefs may be challenged and new understandings may emerge. The interactional approaches to discourse presented in this volume show that there are several discourses on interaction: interconnected, parallel, but also varying and even divergent.
Book Synopsis The Cambridge Handbook of Pragmatics by : Keith Allan
Download or read book The Cambridge Handbook of Pragmatics written by Keith Allan and published by Cambridge University Press. This book was released on 2012-01-12 with total page 967 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pragmatics is the study of human communication: the choices speakers make to express their intended meaning and the kinds of inferences that hearers draw from an utterance in the context of its use. This Handbook surveys pragmatics from different perspectives, presenting the main theories in pragmatic research, incorporating seminal research as well as cutting-edge solutions. It addresses questions of rational and empirical research methods, what counts as an adequate and successful pragmatic theory, and how to go about answering problems raised in pragmatic theory. In the fast-developing field of pragmatics, this Handbook fills the gap in the market for a one-stop resource to the wide scope of today's research and the intricacy of the many theoretical debates. It is an authoritative guide for graduate students and researchers with its focus on the areas and theories that will mark progress in pragmatic research in the future.
Book Synopsis Symbolic Interactionism by : Herbert Blumer
Download or read book Symbolic Interactionism written by Herbert Blumer and published by Univ of California Press. This book was released on 1986 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a collection of articles dealing with the point of view of symbolic interactionism and with the topic of methodology in the discipline of sociology. It is written by the leading figure in the school of symbolic interactionism, and presents what might be regarded as the most authoritative statement of its point of view, outlining its fundamental premises and sketching their implications for sociological study. Blumer states that symbolic interactionism rests on three premises: that human beings act toward things on the basis of the meanings of things have for them; that the meaning of such things derives from the social interaction one has with one's fellows; and that these meanings are handled in, and modified through, an interpretive process.
Book Synopsis Interaction Ritual Chains by : Randall Collins
Download or read book Interaction Ritual Chains written by Randall Collins and published by Princeton University Press. This book was released on 2014-05-06 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sex, smoking, and social stratification are three very different social phenomena. And yet, argues sociologist Randall Collins, they and much else in our social lives are driven by a common force: interaction rituals. Interaction Ritual Chains is a major work of sociological theory that attempts to develop a "radical microsociology." It proposes that successful rituals create symbols of group membership and pump up individuals with emotional energy, while failed rituals drain emotional energy. Each person flows from situation to situation, drawn to those interactions where their cultural capital gives them the best emotional energy payoff. Thinking, too, can be explained by the internalization of conversations within the flow of situations; individual selves are thoroughly and continually social, constructed from the outside in. The first half of Interaction Ritual Chains is based on the classic analyses of Durkheim, Mead, and Goffman and draws on micro-sociological research on conversation, bodily rhythms, emotions, and intellectual creativity. The second half discusses how such activities as sex, smoking, and social stratification are shaped by interaction ritual chains. For example, the book addresses the emotional and symbolic nature of sexual exchanges of all sorts--from hand-holding to masturbation to sexual relationships with prostitutes--while describing the interaction rituals they involve. This book will appeal not only to psychologists, sociologists, and anthropologists, but to those in fields as diverse as human sexuality, religious studies, and literary theory.
Book Synopsis The Interaction Field by : Erich Joachimsthaler
Download or read book The Interaction Field written by Erich Joachimsthaler and published by PublicAffairs. This book was released on 2020-09-15 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how the most successful businesses are creating value and igniting smart growth in a fast-paced, competitive market. Most businesses today focus on competition and disruption instead of collaboration, participation, and engagement. They focus on transactions instead of interactions. They seek to optimize or extract value rather than share it. They build assets and thrive on enormous scale, huge distribution networks, and brand recognition. But then along comes a rival that doesn't care much about your brand and your other assets, and it either rushes past you or mows you down. In The Interaction Field, management expert and professor Erich Joachimsthaler explains that the only way to thrive in this environment is through the Interaction Field model. Companies who embrace this model generate, facilitate, and benefit from data exchanges among multiple people and groups -- from customers and stakeholders, but also from those you wouldn't expect to be in the mix, like suppliers, software developers, regulators, and even competitors. And everyone in the field works together to solve big, industry-wide, or complex and unpredictable societal problems. The future is going to be about creating value for everyone. Businesses that solve immediate challenges of people today and also the major social and economic challenges of the future are the ones that will survive and grow.
Book Synopsis Seductive Interaction Design by : Stephen P. Anderson
Download or read book Seductive Interaction Design written by Stephen P. Anderson and published by Pearson Education. This book was released on 2011-06-13 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: What happens when you’ve built a great website or app, but no one seems to care? How do you get people to stick around long enough to see how your service might be of value? In Seductive Interaction Design, speaker and author Stephen P. Anderson takes a fresh approach to designing sites and interactions based on the stages of seduction. This beautifully designed book examines what motivates people to act. Topics include: AESTHETICS, BEAUTY, AND BEHAVIOR: Why do striking visuals grab our attention? And how do emotions affect judgment and behavior? PLAYFUL SEDUCTION: How do you create playful engagements during the moment? Why are serendipity, arousal, rewards, and other delights critical to a good experience? THE SUBTLE ART OF SEDUCTION: How do you put people at ease through clear and suggestive language? What are some subtle ways to influence behavior and get people to move from intent to action? THE GAME OF SEDUCTION: How do you continue motivating people long after the first encounter? Are there lessons to be gained from learning theories or game design? Principles from psychology are found throughout the book, along with dozens of examples showing how these techniques have been applied with great success. In addition, each section includes interviews with influential web and interaction designers.
Download or read book Microinteractions written by Dan Saffer and published by "O'Reilly Media, Inc.". This book was released on 2013-04-30 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: It’s the little things that turn a good digital product into a great one. With this practical book, you’ll learn how to design effective microinteractions: the small details that exist inside and around features. How can users change a setting? How do they turn on mute, or know they have a new email message? Through vivid, real-world examples from today’s devices and applications, author Dan Saffer walks you through a microinteraction’s essential parts, then shows you how to use them in a mobile app, a web widget, and an appliance. You’ll quickly discover how microinteractions can change a product from one that’s tolerated into one that’s treasured. Explore a microinteraction’s structure: triggers, rules, feedback, modes, and loops Learn the types of triggers that initiate a microinteraction Create simple rules that define how your microinteraction can be used Help users understand the rules with feedback, using graphics, sounds, and vibrations Use modes to let users set preferences or modify a microinteraction Extend a microinteraction’s life with loops, such as “Get data every 30 seconds”
Download or read book Beyond Versus written by James Tabery and published by MIT Press. This book was released on 2023-10-31 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why the “nature versus nurture” debate persists despite widespread recognition that human traits arise from the interaction of nature and nurture. If everyone now agrees that human traits arise not from nature or nurture but from the interaction of nature and nurture, why does the “nature versus nurture” debate persist? In Beyond Versus, James Tabery argues that the persistence stems from a century-long struggle to understand the interaction of nature and nurture—a struggle to define what the interaction of nature and nurture is, how it should be investigated, and what counts as evidence for it. Tabery examines past episodes in the nature versus nurture debates, offers a contemporary philosophical perspective on them, and considers the future of research on the interaction of nature and nurture. From the eugenics controversy of the 1930s and the race and IQ controversy of the 1970s to the twenty-first-century debate over the causes of depression, Tabery argues, the polarization in these discussions can be attributed to what he calls an “explanatory divide”—a disagreement over how explanation works in science, which in turn has created two very different concepts of interaction. Drawing on recent developments in the philosophy of science, Tabery offers a way to bridge this explanatory divide and these different concepts integratively. Looking to the future, Tabery evaluates the ethical issues that surround genetic testing for genes implicated in interactions of nature and nurture, pointing to what the future does (and does not) hold for a science that continues to make headlines and raise controversy.
