-- Alan Dundes. Propp's work is seminal...[and], now that it is available in a new edition, should be even more valuable to folklorists who are directing their attention to the form of the folktale, especially to those structural characteristics which are common to many entries coming from even different cultures. -- Choice

    Now, on YouTube and blogs and Facebook and Twitter, we are media. And while we watch more television than ever before, how we watch it is changing in ways we have barely slowed down to register. No longer content in our traditional role as couch potatoes, we approach television shows, movies, even advertising as invitations to participate—as experiences to immerse ourselves in at will. Wired contributing editor Frank Rose introduces us to the people who are reshaping media for a two-way world—people like Will Wright (The Sims), James Cameron (Avatar), Damon Lindelof (Lost), and dozens of others whose ideas are changing how we play, how we chill, and even how we think. The Art of Immersion is an eye-opening look at the shifting shape of entertainment today.

    In Dataclysm, Christian Rudder uses it to show us who we truly are.   For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers.   In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible.   Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.

    Some of the objects are described by future historians; others through found materials, short stories, or dialogues. All come from a very real future.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    M. Forster's Aspects of the Novel and Milan Kundera's The Art of the Novel, How Fiction Works is a scintillating study of the magic of fiction--an analysis of its main elements and a celebration of its lasting power. Here one of the most prominent and stylish critics of our time looks into the machinery of storytelling to ask some fundamental questions: What do we mean when we say we "know" a fictional character? What constitutes a telling detail? When is a metaphor successful? Is Realism realistic? Why do some literary conventions become dated while others stay fresh?James Wood ranges widely, from Homer to Make Way for Ducklings, from the Bible to John le Carré, and his book is both a study of the techniques of fiction-making and an alternative history of the novel. Playful and profound, How Fiction Works will be enlightening to writers, readers, and anyone else interested in what happens on the page.

    With the unwitting help of its users, the generative Internet is on a path to a lockdown, ending its cycle of innovation—and facilitating unsettling new kinds of control.IPods, iPhones, Xboxes, and TiVos represent the first wave of Internet-centered products that can’t be easily modified by anyone except their vendors or selected partners. These “tethered appliances” have already been used in remarkable but little-known ways: car GPS systems have been reconfigured at the demand of law enforcement to eavesdrop on the occupants at all times, and digital video recorders have been ordered to self-destruct thanks to a lawsuit against the manufacturer thousands of miles away. New Web 2.0 platforms like Google mash-ups and Facebook are rightly touted—but their applications can be similarly monitored and eliminated from a central source. As tethered appliances and applications eclipse the PC, the very nature of the Internet—its “generativity,” or innovative character—is at risk.The Internet’s current trajectory is one of lost opportunity. Its salvation, Zittrain argues, lies in the hands of its millions of users. Drawing on generative technologies like Wikipedia that have so far survived their own successes, this book shows how to develop new technologies and social structures that allow users to work creatively and collaboratively, participate in solutions, and become true “netizens.”The book is available to download under a Creative Commons Attribution Non-Commercial Share-Alike 3.0 license: Download PDF. http://futureoftheinternet.org/download

    Mick Short considers how meanings and effects are generated in the three major literary genres, carying out stylistic analysis of poetry, drama and prose fiction in turn. He analyses a wide range of extracts from English literature, adopting an accessible approach to the analysis of literary texts which can be applied easily to other texts in English and in other languages.

    Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life.Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking.While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner.In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.

    His analysis explains not only the deficiencies of the self-regulating market, but the potentially dire social consequences of untempered market capitalism. New introductory material reveals the renewed importance of Polanyi's seminal analysis in an era of globalization and free trade.

    He is a key figure in poststructuralism, and one of the most influential philosophers of the twentieth century. Felix Guattari (1930-1992) was a psychoanalyst at the la Borde Clinic, as well as being a major social theorist and radical activist. A Thousand Plateaus is part of Deleuze and Guattari's landmark philosophical project, Capitalism and Schizophrenia - a project that still sets the terms of contemporary philosophical debate. A Thousand Plateaus provides a compelling analysis of social phenomena and offers fresh alternatives for thinking about philosophy and culture. Its radical perspective provides a toolbox for nomadic thought and has had a galvanizing influence on today's anti-capitalist movement.Translated by Brian Massumi

    These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks. The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, David MacKay's groundbreaking book is ideal for self-learning and for undergraduate or graduate courses. Interludes on crosswords, evolution, and sex provide entertainment along the way. In sum, this is a textbook on information, communication, and coding for a new generation of students, and an unparalleled entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine learning.

    Hebdige [...] is concerned with the UK's postwar, music-centred, white working-class subcultures, from teddy boys to mods and rockers to skinheads and punks.' - Rolling StoneWith enviable precision and wit Hebdige has addressed himself to a complex topic - the meanings behind the fashionable exteriors of working-class youth subcultures - approaching them with a sophisticated theoretical apparatus that combines semiotics, the sociology of devience and Marxism and come up with a very stimulating short book - Time OutThis book is an attempt to subject the various youth-protest movements of Britain in the last 15 years to the sort of Marxist, structuralist, semiotic analytical techniques propagated by, above all, Roland Barthes. The book is recommended whole-heartedly to anyone who would like fresh ideas about some of the most stimulating music of the rock era - The New York Times

    Psychology is the only branch of learning in which I am particularly versed. To the psychologist the religious propensities of man must be at least as interesting as any other of the facts pertaining to his mental constitution. It would seem, therefore, as a psychologist, the natural thing for me would be to invite you to a descriptive survey of those religious propensities." When William James went to the University of Edinburgh in 1901 to deliver a series of lectures on "natural religion," he defined religion as "the feelings, acts, and experiences of individual men in their solitude, so far as they apprehend themselves to stand in relation to whatever they may consider the divine." Considering religion, then, not as it is defined by--or takes place in--the churches, but as it is felt in everyday life, he undertook a project that, upon completion, stands not only as one of the most important texts on psychology ever written, not only as a vitally serious contemplation of spirituality, but for many critics one of the best works of nonfiction written in the 20th century. Reading The Varieties of Religious Experience, it is easy to see why. Applying his analytic clarity to religious accounts from a variety of sources, James elaborates a pluralistic framework in which "the divine can mean no single quality, it must mean a group of qualities, by being champions of which in alternation, different men may all find worthy missions." It's an intellectual call for serious religious tolerance--indeed, respect--the vitality of which has not diminished through the subsequent decades.

    It’s a story about literature, community, and technology—about what stories are being told, who’s telling them, how, and why.With provocative discussions from both professional and fan writers, on subjects from Star Trek to The X-Files and Buffy the Vampire Slayer to Harry Potter, Twilight, and beyond, Fic sheds light on the widely misunderstood world(s) of fanfiction—not only how fanfiction is transforming the literary landscape, but how it already has.Fic features a foreword by Lev Grossman (author of The Magicians) and interviews with Jonathan Lethem, Doug Wright, and Eurydice (Vivean Dean).Katie Forsythe/wordstringsCyndy Aleo (algonquinrt; d0tpark3r)V. Arrow (aimmyarrowshigh)Tish Beaty (his_tweet)Brad BellAmber BensonPeter Berg (Homfrog)Kristina BusseRachel CaineFrancesca CoppaRandi Flanagan (BellaFlan)Jolie FontenotWendy C. Fries (Atlin Merrick)Ron HoganBethan JonesChristina Lauren (Christina Hobbs/tby789 and Lauren Billings/LolaShoes)Jacqueline LichtenbergRukmini Pande and Samira NadkarniChris RankinTiffany ReiszAndrew ShafferAndy SawyerHeidi Tandy (Heidi8)Darren WershlerJules Wilkinson (missyjack)Jen Zern (NautiBitz)