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This broad-ranging text offers a comprehensive outline of how visual images, language and discourse work as `systems of representation'. Individual chapters explore: representation as a signifying practice in a rich diversity of social contexts and institutional sites; the use of photography in the construction of national identity and culture; other cultures in ethnographic museums; fantasies of the racialized `Other' in popular media, film and image; the construction of masculine identities in discourses of consumer culture and advertising; and the gendering of narratives in television soap operas.
Author : William L. William L. Hamilton Publisher : Springer Nature Page : 141 pages File Size : 47,7 Mb Release : 2022-06-01 Category : Computers ISBN : 9783031015885
Graph Representation Learning by William L. William L. Hamilton Pdf
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.
"This is an extraordinarily lucid book. I am not sure that there is anyone who can do this sort of thing better than Jen Webb. It is a gift to students; extremely accessible yet complex and sophisticated in its treatment of theories and concepts of representation." - Jim McGuigan, Loughborough University Understanding Representation offers a contemporary, coherent and genuinely interdisciplinary introduction to the concept of representation. Drawing together the full range of ideas, practices, techniques and disciplines associated with the subject, this book locates them in a historical context, presents them in a readable fashion, and shows their relevance to everyday life in an engaging and accessible manner. Readers will be shown how to develop a sophisticated attitude to meaning, and understand the relationship to truth and identity that is brought into focus by communicative practices. With chapters on linguistic and political representation, art and media, and philosophical and cognitive approaches, this book: Guides readers through complex theoretical terrain with a highly readable and refreshing writing style. Explains the techniques and perspectives offered by semiotics, discourse analysis, poetics, politics, narratology, visual culture, cognitive theory, performance theory and theories of embodied subjectivity. Covers the new ideas and practices that have emerged since the work of Barthes, Eco and Foucault - especially communication and meaning-making in the digital environment, and the new paradigms of understanding associated with cognitive theories of identity and language. Teaches readers how to interpret and interrogate the world of signs in which they live. Understanding Representation provides students across the social sciences and humanities with an invaluable introduction to what is meant by 'representation'.
Author : Hanna F. Pitkin Publisher : Univ of California Press Page : 340 pages File Size : 49,7 Mb Release : 1967 Category : Philosophy ISBN : 0520021568
The Concept of Representation by Hanna F. Pitkin Pdf
This book arises out of Hannah Pitkin's doctoral dissertation and is considered by political scientists to be the gold standard in terms of a philosophical treatment of the subject. Pitkin covers the historical evolution of thinking about representation from the Greeks through the founding of the American republic highlighting diverse thinkers and politicians like Edmund Burke, Jeremy Bentham, and James Madison as well as more contemporary scholars like Robert Dahl and Charles Lindblom.
It’s a platitude – which only a philosopher would dream of denying – that whereas words are connected to what they represent merely by arbitrary conventions, pictures are connected to what they represent by resemblance. The most important difference between my portrait and my name, for example, is that whereas my portrait and I are connected by my portrait’s resemblance to me, my name and I are connected merely by an arbitrary convention. The first aim of this book is to defend this platitude from the apparently compelling objections raised against it, by analysing depiction in a way which reveals how it is mediated by resemblance. It’s natural to contrast the platitude that depiction is mediated by resemblance, which emphasises the differences between depictive and descriptive representation, with an extremely close analogy between depiction and description, which emphasises the similarities between depictive and descriptive representation. Whereas the platitude emphasises that the connection between my portrait and me is natural in a way the connection between my name and me is not, the analogy emphasises the contingency of the connection between my portrait and me. Nevertheless, the second aim of this book is to defend an extremely close analogy between depiction and description. The strategy of the book is to argue that the apparently compelling objections raised against the platitude that depiction is mediated by resemblance are manifestations of more general problems, which are familiar from the philosophy of language. These problems, it argues, can be resolved by answers analogous to their counterparts in the philosophy of language, without rejecting the platitude. So the combination of the platitude that depiction is mediated by resemblance with a close analogy between depiction and description turns out to be a compelling theory of depiction, which combines the virtues of common sense with the insights of its detractors.
A Tour of Representation Theory by Martin Lorenz Pdf
Representation theory investigates the different ways in which a given algebraic object--such as a group or a Lie algebra--can act on a vector space. Besides being a subject of great intrinsic beauty, the theory enjoys the additional benefit of having applications in myriad contexts outside pure mathematics, including quantum field theory and the study of molecules in chemistry. Adopting a panoramic viewpoint, this book offers an introduction to four different flavors of representation theory: representations of algebras, groups, Lie algebras, and Hopf algebras. A separate part of the book is devoted to each of these areas and they are all treated in sufficient depth to enable and hopefully entice the reader to pursue research in representation theory. The book is intended as a textbook for a course on representation theory, which could immediately follow the standard graduate abstract algebra course, and for subsequent more advanced reading courses. Therefore, more than 350 exercises at various levels of difficulty are included. The broad range of topics covered will also make the text a valuable reference for researchers in algebra and related areas and a source for graduate and postgraduate students wishing to learn more about representation theory by self-study.
Representation by Monica Brito Vieira,David Runciman Pdf
What is representation? What does it mean when a politician represents citizens in government? How can citizens be represented beyond the boundaries of the nation-state? These are just some of the questions which will be answered by David Runciman and Mónica Brito Vieira as they explain why representation should be understood as one of the key concepts in modern politics. The first part of the book examines the historical roots of the concept of representation, from its origins in ancient Rome through to its role in the revolutionary politics of the modern world. The second looks at different varieties of representation – in law as well as politics. The final part asks how the concept of representation can help us think creatively about current and future challenges facing the world. Representation is too often treated as a secondary or qualifying idea – as in the phrase ‘representative democracy’. This book argues that we have this the wrong way round. Representation is the foundational idea in almost all areas of our political life. Making sense of representation in its own terms is crucial for seeing why democracy functions the way it does, and for exploring how it might function differently.
Reclaiming Representation by Monica Brito Vieira Pdf
Representation is integral to the functioning and legitimacy of modern government. Yet political theorists have often been reluctant to engage directly with questions of representation, and empirical political scientists have closed down such questions by making representation synonymous with congruence. Conceptually unproblematic and normatively inert for some, representation has been deemed impossible to pin down analytically and to defend normatively by others. But this is changing. Political theorists are now turning to political representation as a subject worthy of theoretical investigation in its own right. In their effort to rework the theory of political representation, they are also hoping to impact how representation is assessed and studied empirically. This volume gathers together chapters by key contributors to what amounts to a "representative turn" in political theory. Their approaches and emphases are diverse, but taken together they represent a compelling and original attempt at re-conceptualizing political representation and critically assessing the main theoretical and political implications following from this, namely for how we conceive and assess representative democracy. Each contributor is invited to look back and ahead on the transformations to democratic self-government introduced by the theory and practice of political representation. Representation and democracy: outright conflict, uneasy cohabitation, or reciprocal constitutiveness? For those who think democracy would be better without representation, this volume is a must-read: it will question their assumptions, while also exploring some of the reasons for their discomfort. Reclaiming Representation is essential reading for scholars and graduate researchers committed to staying on top of new developments in the field.
Self-representation has a long, venerable history dating to biblical times and continuing through the common law, the colonial era, to the present. This book collects and analyzes the law, ethics opinions, and empirical studies about the wide range of issues surrounding Self-represented litigants (SRLs) in our justice system, including how much, if any, assistance should a judge provide, what duties do lawyers interacting with SRLs, and many others. Using recent empirical studies from both Civil litigation and criminal defense, Jona Goldschmidt argues that SRLs’ cases cannot be fairly heard without a mandatory judicial duty of reasonable assistance. In order to maintain public trust and confidence in our justice system, self-represented parties must be guided and assisted. Courts and the legal profession should continue to adapt and meet the challenge of managing and interacting with those who choose or are compelled to self-represent. Only when self-represented litigants are embraced by the courts, they will finally receive “equal justice under law.” This book would be of interest to those studying criminal justice and legal studies, specifically legal history and legal ethics, as well as judges, lawyers and other professionals in the field.
Rape does not have to happen. The fact that it does--and in the United States a rape is reported every six minutes--indicates that we live in a rape-prone culture where rape or the threat of rape functions as a tool for enforcing sexual difference and hierarchy. Rape and Representation explores how cultural forms construct and reenforce social attitudes and behaviors that perpetuate sexual violence. The essays proceed from the observation that literature not only reflects but also contributes to what a society believes about itself. Fourteen essays by authors in the fields of English, American and African-American, German, African, Brazilian, Classical, and French literatures and film present a wide range of texts from different historical periods and cultures. Contributors demythologize patriarchal representation in literature and art in order to show how it makes rape seem natural and inevitable. Contributors include: the editors, John J. Winkler, Patricia Klindiest Joplin, Susan Winnett, Ellen Rooney, Coppélia Kahn, Eileen Julien, Marta Peixoto, Kathryn Gravdal, Carla Freccero, Nellie V. McKay, Nancy A. Jones, and Froma I. Zeitlin. Their work raises pressing--and often difficult--questions for feminist criticism.
Introduction to Representation Theory by Pavel I. Etingof,Oleg Golberg,Sebastian Hensel ,Tiankai Liu ,Alex Schwendner ,Dmitry Vaintrob ,Elena Yudovina Pdf
Very roughly speaking, representation theory studies symmetry in linear spaces. It is a beautiful mathematical subject which has many applications, ranging from number theory and combinatorics to geometry, probability theory, quantum mechanics, and quantum field theory. The goal of this book is to give a ``holistic'' introduction to representation theory, presenting it as a unified subject which studies representations of associative algebras and treating the representation theories of groups, Lie algebras, and quivers as special cases. Using this approach, the book covers a number of standard topics in the representation theories of these structures. Theoretical material in the book is supplemented by many problems and exercises which touch upon a lot of additional topics; the more difficult exercises are provided with hints. The book is designed as a textbook for advanced undergraduate and beginning graduate students. It should be accessible to students with a strong background in linear algebra and a basic knowledge of abstract algebra.
Elements of the Theory of Representations by A. A. Kirillov Pdf
The translator of a mathematical work faces a task that is at once fascinating and frustrating. He has the opportunity of reading closely the work of a master mathematician. He has the duty of retaining as far as possible the flavor and spirit of the original, at the same time rendering it into a readable and idiomatic form of the language into which the translation is made. All of this is challenging. At the same time, the translator should never forget that he is not a creator, but only a mirror. His own viewpoints, his own preferences, should never lead him into altering the original, even with the best intentions. Only an occasional translator's note is permitted. The undersigned is grateful for the opportunity of translating Professor Kirillov's fine book on group representations, and hopes that it will bring to the English-reading mathematical public as much instruction and interest as it has brought to the translator. Deviations from the Russian text have been rigorously avoided, except for a number of corrections kindly supplied by Professor Kirillov. Misprints and an occasional solecism have been tacitly taken care of. The trans lation is in all essential respects faithful to the original Russian. The translator records his gratitude to Linda Sax, who typed the entire translation, to Laura Larsson, who prepared the bibliography (considerably modified from the original), and to Betty Underhill, who rendered essential assistance.
Written especially for undergraduate students, Representation synthesises and updates our understandings of representation - and the tools for its analysis - for use in the new mediascape. Jenny Kidd uses an engaging range of current examples and a lively style to explore a number of key questions reflecting existing and contemporary debates about representation. These key questions include: Who ‘owns’ and manages representations? Whose realities are foregrounded, and whose are consigned to invisibility? To what extent are increased opportunities for self-representation altering the landscape? And what happens to representation within the noisy, playful and often subversive communications of the Internet? Kidd considers the political, social and cultural importance of representation across a broad spectrum of cultural and creative industries. This examination of the relationship between media/cultural representations and the construction of reality, identity and society makes it an ideal text for students that need to get to grips with this core thematic of media and cultural studies.
Contemporary political philosophy disregards history as irrelevant to the nature of politics and to what constitutes a political problem. The author argues that this view reduces politics and political philosophy to a vapid academic game that is insensitive to both the essence and practice of politics. He proposes that an indissoluble link between history and politics lies in the notion of representation.