Originally published in 1970, William Ryan's groundbreaking and exhaustively researched work challenges both liberal and conservative assumptions, serving up a devastating critique of the mindset that causes us to blame the poor for their poverty and the powerless for their powerlessness. More than twenty years later, it is even more meaningful for its diagnosis of the psychic underpinnings of racial and social injustice.

    Criminological Theory: Context and Consequences, Fourth Edition shows the real-world relevance of theory by illuminating how ideas about crime play a prominent role in shaping crime-control policies and compelling students to apply theories to the contemporary milieu.

    "Nonsense," says the sensible Bernard Suits: "playing a game is a voluntary attempt to overcome unnecessary obstacles." The short book Suits wrote demonstrating precisely that is as playful as it is insightful, as stimulating as it is delightful. Suits not only argues that games can be meaningfully defined; he also suggests that playing games is a central part of the ideal of human existence, so games belong at the heart of any vision of Utopia. Originally published in 1978, The Grasshopper is now re-issued with a new introduction by Thomas Hurka and with additional material (much of it previously unpublished) by the author, in which he expands on the ideas put forward in The Grasshopper and answers some questions that have been raised by critics.

    Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    A companion work to Katie Salen and Eric Zimmerman's textbook Rules of Play: Game Design Fundamentals, The Game Design Reader is a classroom sourcebook, a reference for working game developers, and a great read for game fans and players.Thirty-two essays by game designers, game critics, game fans, philosophers, anthropologists, media theorists, and others consider fundamental questions: What are games and how are they designed? How do games interact with culture at large? What critical approaches can game designers take to create game stories, game spaces, game communities, and new forms of play?Salen and Zimmerman have collected seminal writings that span 50 years to offer a stunning array of perspectives. Game journalists express the rhythms of game play, sociologists tackle topics such as role-playing in vast virtual worlds, players rant and rave, and game designers describe the sweat and tears of bringing a game to market. Each text acts as a springboard for discussion, a potential class assignment, and a source of inspiration. The book is organized around fourteen topics, from The Player Experience to The Game Design Process, from Games and Narrative to Cultural Representation. Each topic, introduced with a short essay by Salen and Zimmerman, covers ideas and research fundamental to the study of games, and points to relevant texts within the Reader. Visual essays between book sections act as counterpoint to the writings.Like Rules of Play, The Game Design Reader is an intelligent and playful book. An invaluable resource for professionals and a unique introduction for those new to the field, The Game Design Reader is essential reading for anyone who takes games seriously.

    Mills demonstrates how this peculiar and unacknowledged "contract" has shaped a system of global European domination: how it brings into existence "whites" and "non-whites," full persons and sub-persons, how it influences white moral theory and moral psychology; and how this system is imposed on non-whites through ideological conditioning and violence.The Racial Contract argues that the society we live in is a continuing white supremacist state. Holding up a mirror to mainstream philosophy, this provocative book explains the evolving outline of the racial contract from the time of the New World conquest and subsequent colonialism to the written slavery contract, to the "separate but equal" system of segregation in the United States. According to Mills, the contract has provided the theoretical architecture justifying an entire history of European atrocity against non-whites, from David Hume's and Immanuel Kant's claims that blacks had inferior cognitive power, to the Holocaust, to the kind of imperialism in Asia that was demonstrated by the Vietnam War. Mills suggests that the ghettoization of philosophical work on race is no accident. This work challenges the assumption that mainstream theory is itself raceless. Just as feminist theory has revealed orthodox political philosophy's invisible white male bias, Mills's explication of the racial contract exposes its racial underpinnings.

    People of all ages and from all walks of life now spend thousands of hours—and dollars—partaking in this popular new brand of escapism. But the line between fantasy and reality is starting to blur. Players have created virtual societies with governments and economies of their own whose currencies now trade against the dollar on eBay at rates higher than the yen. And the players who inhabit these synthetic worlds are starting to spend more time online than at their day jobs. In Synthetic Worlds, Edward Castronova offers the first comprehensive look at the online game industry, exploring its implications for business and culture alike. He starts with the players, giving us a revealing look into the everyday lives of the gamers—outlining what they do in their synthetic worlds and why. He then describes the economies inside these worlds to show how they might dramatically affect real world financial systems, from potential disruptions of markets to new business horizons. Ultimately, he explores the long-term social consequences of online games: If players can inhabit worlds that are more alluring and gratifying than reality, then how can the real world ever compete? Will a day ever come when we spend more time in these synthetic worlds than in our own? Or even more startling, will a day ever come when such questions no longer sound alarmist but instead seem obsolete? With more than ten million active players worldwide—and with Microsoft and Sony pouring hundreds of millions of dollars into video game development—online games have become too big to ignore. Synthetic Worlds spearheads our efforts to come to terms with this virtual reality and its concrete effects. “Illuminating. . . . Castronova’s analysis of the economics of fun is intriguing. Virtual-world economies are designed to make the resulting game interesting and enjoyable for their inhabitants. Many games follow a rags-to-riches storyline, for example. But how can all the players end up in the top 10%? Simple: the upwardly mobile human players need only be a subset of the world's population. An underclass of computer-controlled 'bot' citizens, meanwhile, stays poor forever. Mr. Castronova explains all this with clarity, wit, and a merciful lack of academic jargon.”—The Economist “Synthetic Worlds is a surprisingly profound book about the social, political, and economic issues arising from the emergence of vast multiplayer games on the Internet. What Castronova has realized is that these games, where players contribute considerable labor in exchange for things they value, are not merely like real economies, they are real economies, displaying inflation, fraud, Chinese sweatshops, and some surprising in-game innovations.”—Tim Harford, Chronicle of Higher Education

    Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps.Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.

    Leading networking authority Douglas Comer presents a wide-ranging, self-contained tour of the concepts, principles, and technologies that enable today's Internet to support applications ranging from web browsing to telephony and multimedia. This Fifth Edition has been thoroughly reorganized, revised, and updated: it includes extensive new coverage of topics ranging from wireless protocols to network performance, while reducing or eliminating coverage of older protocols and technologies. Comer begins by illuminating the applications and facilities offered by today's Internet. Next, he systematically introduces the underlying network technologies and protocols that make them possible: low-level data communications; packet switching, LAN, and WAN technologies; and Internet protocols such as TCP, IP, UDP, and IPv6. With these concepts and technologies established, he introduces several of the most important contemporary issues faced by network implementers and managers, including quality of service, Internet telephony, multimedia, network security, and network management. Comer has carefully designed this book to support both top-down and bottom-up teaching approaches. Students need no background in operating systems, and no sophisticated math: Comer relies throughout on figures, drawings, examples, and analogies, "not" mathematical proofs.

    

    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.

    The Alchemy of Race and Rights is an eloquent autobiographical essay in which the author reflects on the intersection of race, gender, and class. Using the tools of critical literary and legal theory, she sets out her views of contemporary popular culture and current events, from Howard Beach to homelessness, from Tawana Brawley to the law-school classroom, from civil rights to Oprah Winfrey, from Bernhard Goetz to Mary Beth Whitehead. She also traces the workings of "ordinary racism"--everyday occurrences, casual, unintended, banal perhaps, but mortifying. Taking up the metaphor of alchemy, Williams casts the law as a mythological text in which the powers of commerce and the Constitution, wealth and poverty, sanity and insanity, wage war across complex and overlapping boundaries of discourse. In deliberately transgressing such boundaries, she pursues a path toward racial justice that is, ultimately, transformative.Williams gets to the roots of racism not by finger-pointing but by much gentler methods. Her book is full of anecdote and witness, vivid characters known and observed, trenchant analysis of the law's shortcomings. Only by such an inquiry and such patient phenomenology can we understand racism. The book is deeply moving and not so, finally, just because racism is wrong--we all know that. What we don't know is how to unthink the process that allows racism to persist. This Williams enables us to see. The result is a testament of considerable beauty, a triumph of moral tactfulness. The result, as the title suggests, is magic.

    Less familiar but far more serious is the way some use networked technologies to target real people, subjecting them, by name and address, to vicious, often terrifying, online abuse. In an in-depth investigation of a problem that is too often trivialized by lawmakers and the media, Danielle Keats Citron exposes the startling extent of personal cyber-attacks and proposes practical, lawful ways to prevent and punish online harassment. A refutation of those who claim that these attacks are legal, or at least impossible to stop, Hate Crimes in Cyberspace reveals the serious emotional, professional, and financial harms incurred by victims.Persistent online attacks disproportionately target women and frequently include detailed fantasies of rape as well as reputation-ruining lies and sexually explicit photographs. And if dealing with a single attacker’s “revenge porn” were not enough, harassing posts that make their way onto social media sites often feed on one another, turning lone instigators into cyber-mobs.Hate Crimes in Cyberspace rejects the view of the Internet as an anarchic Wild West, where those who venture online must be thick-skinned enough to endure all manner of verbal assault in the name of free speech protection, no matter how distasteful or abusive. Cyber-harassment is a matter of civil rights law, Citron contends, and legal precedents as well as social norms of decency and civility must be leveraged to stop it.

    Bonilla-Silva documented how beneath the rhetorical maze of contemporary racial discourse lies a full-blown arsenal of arguments, phrases, and stories that whites use to account for and ultimately justify racial inequities.In the new edition Bonilla-Silva has added a chapter dealing with the future of racial stratification in America that goes beyond the white / black dichotomy. He argues that the U.S. is developing a more complex and apparently "plural" racial order that will mimic Latin American patterns of racial stratification. Another new chapter addresses a variety of questions from readers of the first edition. And he has updated the book throughout with new information, data, and references where appropriate. The book ends with a new Postscript, "What is to be Done (For Real?)". As in the highly acclaimed first edition, Bonilla-Silva continues to challenge color-blind thinking.

    John Seely Brown and Paul Duguid argue that the gap between digerati hype and end-user gloom is largely due to the "tunnel vision" that information-driven technologies breed. We've become so focused on where we think we ought to be--a place where technology empowers individuals and obliterates social organizations--that we often fail to see where we're really going.The Social Life of Information shows us how to look beyond our obsession with information and individuals to include the critical social networks of which these are always a part.