Graphical Models for Machine Learning and Digital Communication

Full-color guide and video tutorials make a powerful combo for learning design applications in the Adobe Creative CloudIf you like the idea of tackling the design and web applications in Adobe’s Creat

The Logic of Connective Action explains the rise of a personalized digitally networked politics in which diverse individuals address the common problems of our times such as economic fairness and climate change. Rich case studies from the United States, the United Kingdom and Germany illustrate a theoretical framework for understanding how large-scale connective action is coordinated. In many of these mobilizations, communication operates as an organizational process that may replace or supplement familiar forms of collective action based on organizational resource mobilization, leadership, and collective action framing. In some cases, connective action emerges from crowds that shun leaders, as when Occupy protesters created media networks to channel resources and create loose ties among dispersed physical groups. In other cases, conventional political organizations deploy personalized communication logics to enable large-scale engagement with a variety of political causes. The Logic o

The Logic of Connective Action explains the rise of a personalized digitally networked politics in which diverse individuals address the common problems of our times such as economic fairness and climate change. Rich case studies from the United States, the United Kingdom and Germany illustrate a theoretical framework for understanding how large-scale connective action is coordinated. In many of these mobilizations, communication operates as an organizational process that may replace or supplement familiar forms of collective action based on organizational resource mobilization, leadership, and collective action framing. In some cases, connective action emerges from crowds that shun leaders, as when Occupy protesters created media networks to channel resources and create loose ties among dispersed physical groups. In other cases, conventional political organizations deploy personalized communication logics to enable large-scale engagement with a variety of political causes. The Logic o

This book investigates three discrete models from which we can distill a set of strategies for promoting high student achievement, retention, and completion rates in higher education. They include: th

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Thousands of students have successfully improved their writing and design skills using Anderson's TECHNICAL COMMUNICATION: A READER-CENTERED APPROACH. Known for its treatment of the rhetorical situati

In the political fight over copyright, Internet advocacy has reshaped the playing field. This was shown in the 2012 'SOPA blackout', when the largest online protest in history stopped two copyright bills in their tracks. This protest was the culmination of an intellectual and political evolution more than a decade in the making. This book examines the debate over digital copyright, from the late 1980s through early 2012, and the new tools of political communication involved in the advocacy around the issue. Drawing on methods from legal studies, political science and communications, it explores the rise of a coalition seeking more limited copyright, as well as how these early-adopting, technology-savvy policy advocates used online communication to shock the world. It compares key bills, congressional debates, and offline and online media coverage using quantitative and qualitative methods to create a rigorous study for researchers that is also accessible to a general audience.

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The series marks the maturation of communications studies by setting out an overview of the discipline that can serve as a foundation for further study or a reference for professionals, graduates, and

Intergenerational learning programs bring together skipped generations (for instance, elders and young children) to promote expansive communication and identity options for participants, as well as th

THE BASIC SPANISH SERIES, SPANISH FOR BUSINESS AND FINANCE, Enhanced Second Edition, is a communication manual designed to serve those in the world of business who seek basic conversational skills in

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It has become popular in recent years to talk about 'identity' as an aspect of engagement with technology - in virtual environments, in games, in social media and in our increasingly digital world. But what do we mean by identity and how do our theories and assumptions about identity affect the kinds of questions we ask about its relationship to technology and learning? Constructing the Self in a Digital World takes up this question explicitly, bringing together authors working from different models of identity but all examining the role of technology in the learning and lives of children and youth.

Creating innovative products and game-changing processes, and adapting to new cultures and communication styles, have all become imperative for business survival. Today s business leaders, from Fortun

In Openings, award-winning author Michael Hyde provides a fascinating meditation on the ethical dimensions of human communication. With the breadth and depth of learning for which Hyde has become reno

?This Springer Briefs volume guides the reader in a comprehensive form to design new digital business models. The book provides strategic roadmaps for enterprises in the digital world, and a comprehen

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Students are guided through the latest trends in computer concepts and technology in an exciting and easy-to-follow format. Updated for currency, DISCOVERING COMPUTERS provides s the most up-to-date i

Text has always been the chief vehicle for the inscription and dissemination of knowledge and culture. As more and more of our textual communication moves into the digital realm we have reached a cruc

For the student and general reader, a tour of the digital universe that offers critical observations and new perspectives on human communication and intelligence. * Traces the development and diff

For the student and general reader, a tour of the digital universe that offers critical observations and new perspectives on human communication and intelligence. * Traces the development and diff

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Shooting film is not for the faint of heart--or at least that's what many photographers who have grown up shooting digital think. But maybe you're ready to set aside your trepidation and take the leap

British librarians and professionals in information and communication weigh in on the debate over whether collection development can be adapted to account for digital media or should be scrapped to ma

The classic business communication guide'updated for smart phones, social media, and other digital platformsCommunicate clearly, tactfully, and confidently in any situation, including:Being persuasive

This book provides a thorough introduction to the most important topics in data mining and machine learning. All the topics covered have undergone rapid development and this treatment offers a modern

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There is mounting hope in the United States that federal legislation in the form of No Child Left Behind will improve educational outcomes. As titanic as the challenge appears to be, however, the solution could be at our fingertips. This volume identifies visual types of cognitive models in reading, science and mathematics for researchers, test developers, school administrators, policy makers and teachers. In the process of identifying these cognitive models, the book also explores methodological or translation issues to consider as decisions are made about how to generate psychologically informative and psychometrically viable large-scale assessments based on the learning sciences. Initiatives to overhaul educational systems in disrepair may begin with national policies, but the success of these policies will hinge on how well stakeholders begin to rethink what is possible with a keystone of the educational system: large-scale assessment.

Data mining is the process of automatically searching large volumes of data for models and patterns using computational techniques from statistics, machine learning and information theory; it is the i

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This introductory text for undergraduate courses in multimedia journalism, visual communication, and mass communication will prepare students for becoming producers of sophisticated digital media. The

Digital systems, such as phones, computers and PDAs, place continuous demands on our cognitive and perceptual systems. They offer information and interaction opportunities well above our processing abilities, and often interrupt our activity. Appropriate allocation of attention is one of the key factors determining the success of creative activities, learning, collaboration, and many other human pursuits. This book presents research related to human attention in digital environments. Original contributions by leading researchers cover the conceptual framework of research aimed at modelling and supporting human attentional processes, the theoretical and software tools currently available, and various application areas. The authors explore the idea that attention has a key role to play in the design of future technology and discuss how such technology may continue supporting human activity in environments where multiple devices compete for people's limited cognitive resources.

The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of critical importance that researchers have the proper tools to evaluate learning approaches and understand the underlying issues. This book examines various aspects of the evaluation process with an emphasis on classification algorithms. The authors describe several techniques for classifier performance assessment, error estimation and resampling, obtaining statistical significance as well as selecting appropriate domains for evaluation. They also present a unified evaluation framework and highlight how different components of evaluation are both significantly interrelated and interdependent. The techniques presented in the book are illustrated using R and WEKA, facilitating better practical insight as well as implementation. Aimed at researchers in the theory and applications of machine learning, this book offers a solid basis for c

Written for educators seeking to engage students in collaboration and communication about authentic scenarios, The Power of Role-Based e-Learning offers helpful, accessible advice on the practice and

Written for educators seeking to engage students in collaboration and communication about authentic scenarios, The Power of Role-Based e-Learning offers helpful, accessible advice on the practice and

Combining control theory and modeling, this textbook introduces and builds on methods for simulating and tackling concrete problems in a variety of applied sciences. Emphasizing "learning by doing," t

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