Nine revolutionary algorithms that power our computers and smartphones Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers, and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? John MacCormick answers this question in language anyone can understand, using vivid examples to explain the fundamental tricks behind nine computer algorithms that power our PCs, tablets, and smartphones.

The current success story of new media and the ongoing digitalisation of our world provide an illuminating starting point for the discussion of the powerful revolutions in our media and media uses initiated by the introduction of a(ny) ‘new’ medium: how do new media evolve and how do they relate to established, ‘old’ media and media uses? What does the rise of new media and media uses imply for other discourses? And not least: which methodological and theoretical approaches help us to understand these developments? Metamorphoses of (New) Media offers an international and interdisciplinary range of studies on these questions. In examining the effects of new media and media uses in fields such as social discourse, transmediality, and aesthetics, the essays in this collection engage with a great variety of examples, from political debate on Twitter to digital storytelling and the game-like experience of DVDs. What these diverse perspectives share, however, is an approach to Metamorphoses of (New) Media as an ongoing, recursive process of change that initiates dialogue and casts light on existing discursive, medial, and aesthetic models.

An accessible introduction to algorithms, explaining not just what they are but how they work, with examples from a wide range of application areas. Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to the nonspecialist reader. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum. After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today's social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google's founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.

A spell-binding quest for the one algorithm capable of deriving all knowledge from data, including a cure for cancer Society is changing, one learning algorithm at a time, from search engines to online dating, personalized medicine to predicting the stock market. But learning algorithms are not just about Big Data - these algorithms take raw data and make it useful by creating more algorithms. This is something new under the sun: a technology that builds itself. In The Master Algorithm, Pedro Domingos reveals how machine learning is remaking business, politics, science and war. And he takes us on an awe-inspiring quest to find 'The Master Algorithm' - a universal learner capable of deriving all knowledge from data.

“If I were the only survivor on a remote island and all I had with me were this book, a Swiss army knife and a bottle, I would throw the bottle into the sea with the note: ‘Don’t worry, I have everything I need.’” — Ciril Horjak, alias Dr. Horowitz, a comic artist “The writing is understandable, but never simplistic. Instructive, but never patronizing. Straightforward, but never trivial. In-depth, but never too intense.” — Ali Žerdin, editor at Delo, the main Slovenian newspaper “Does science think? Heidegger once answered this question with a decisive No. The writings on modern science skillfully penned by Sašo Dolenc, these small stories about big stories, quickly convince us that the contrary is true. Not only does science think in hundreds of unexpected ways, its intellectual challenges and insights are an inexhaustible source of inspiration and entertainment. The clarity of thought and the lucidity of its style make this book accessible to anyone … in the finest tradition of popularizing science, its achievements, dilemmas and predicaments.” — Mladen Dolar, philosopher and author of A Voice and Nothing More “Sašo Dolenc is undoubtedly one of our most successful authors in the field of popular science, possessing the ability to explain complex scientific achievements to a broader audience in a clear and captivating way while remaining precise and scientific. His collection of articles is of particular importance because it encompasses all areas of modern science in an unassuming, almost light-hearted manner.” — Boštjan Žekš, physicist and former president of the Slovenian Academy of Sciences and Arts

A New York Times Book Review Notable Book of 2017 • One of the best books of the year by The New York Times, LA Times, and NPR Franklin Foer reveals the existential threat posed by big tech, and in his brilliant polemic gives us the toolkit to fight their pervasive influence. Over the past few decades there has been a revolution in terms of who controls knowledge and information. This rapid change has imperiled the way we think. Without pausing to consider the cost, the world has rushed to embrace the products and services of four titanic corporations. We shop with Amazon; socialize on Facebook; turn to Apple for entertainment; and rely on Google for information. These firms sell their efficiency and purport to make the world a better place, but what they have done instead is to enable an intoxicating level of daily convenience. As these companies have expanded, marketing themselves as champions of individuality and pluralism, their algorithms have pressed us into conformity and laid waste to privacy. They have produced an unstable and narrow culture of misinformation, and put us on a path to a world without private contemplation, autonomous thought, or solitary introspection—a world without mind. In order to restore our inner lives, we must avoid being coopted by these gigantic companies, and understand the ideas that underpin their success. Elegantly tracing the intellectual history of computer science—from Descartes and the enlightenment to Alan Turing to Stewart Brand and the hippie origins of today's Silicon Valley—Foer exposes the dark underpinnings of our most idealistic dreams for technology. The corporate ambitions of Google, Facebook, Apple, and Amazon, he argues, are trampling longstanding liberal values, especially intellectual property and privacy. This is a nascent stage in the total automation and homogenization of social, political, and intellectual life. By reclaiming our private authority over how we intellectually engage with the world, we have the power to stem the tide. At stake is nothing less than who we are, and what we will become. There have been monopolists in the past but today's corporate giants have far more nefarious aims. They’re monopolists who want access to every facet of our identities and influence over every corner of our decision-making. Until now few have grasped the sheer scale of the threat. Foer explains not just the looming existential crisis but the imperative of resistance.

Exploring how we make, distribute, and consume today’s media systems Media backends--the electronics, labor, and operations behind our screens--significantly influence our understanding of the sociotechnical relations, economies, and operations of media. Lisa Parks, Julia Velkova, and Sander De Ridder assemble essays that delve into the evolving politics of the media infrastructural landscape. Throughout, the contributors draw on feminist, queer, and intersectional criticism to engage with infrastructural and industrial issues. This focus reflects a concern about the systemic inequalities that emerge when tech companies and designers fail to address workplace discrimination and algorithmic violence and exclusions. Moving from smart phones to smart dust, the essayists examine topics like artificial intelligence, human-machine communication, and links between digital infrastructures and public service media alongside investigations into the algorithmic backends at Netflix and Spotify, Google’s hyperscale data centers, and video-on-demand services in India. A fascinating foray into an expanding landscape of media studies, Media Backends illuminates the behind-the-screen processes influencing our digital lives. Contributors: Mark Andrejevic, Philippe Bouquillion, Jonathan Cohn, Faithe J. Day, Sander De Ridder, Fatima Gaw, Christine Ithurbide, Anne Kaun, Amanda Lagerkvist, Alexis Logsdon, Stine Lomborg, Tim Markham, Vicki Mayer, Rahul Mukherjee, Kaarina Nikunen, Lisa Parks, Vibodh Parthasarathi, Philipp Seuferling, Ranjit Singh, Jacek Smolicki, Fredrik Stiernstedt, Matilda Tudor, Julia Velkova, and Zala Volcic

A comprehensive introduction and overview of research in Routine Dynamics written by the central researchers in the field.

Winner of the 2017 Sweetland Digital Rhetoric Collaborative Book Prize Software developers work rhetorically to make meaning through the code they write. In some ways, writing code is like any other form of communication; in others, it proves to be new, exciting, and unique. In Rhetorical Code Studies, Kevin Brock explores how software code serves as meaningful communication through which software developers construct arguments that are made up of logical procedures and express both implicit and explicit claims as to how a given program operates. Building on current scholarly work in digital rhetoric, software studies, and technical communication, Brock connects and continues ongoing conversations among rhetoricians, technical communicators, software studies scholars, and programming practitioners to demonstrate how software code and its surrounding discourse are highly rhetorical forms of communication. He considers examples ranging from large, well-known projects like Mozilla Firefox to small-scale programs like the “FizzBuzz” test common in many programming job interviews. Undertaking specific examinations of code texts as well as the contexts surrounding their composition, Brock illuminates the variety and depth of rhetorical activity taking place in and around code, from individual differences in style to changes in large-scale organizational and community norms. Rhetorical Code Studies holds significant implications for digital communication, multimodal composition, and the cultural analysis of software and its creation. It will interest academics and students of writing, rhetoric, and software engineering as well as technical communicators and developers of all types of software.

How the digital revolution has shaped our language In the age of search, keywords increasingly organize research, teaching, and even thought itself. Inspired by Raymond Williams's 1976 classic Keywords, the timely collection Digital Keywords gathers pointed, provocative short essays on more than two dozen keywords by leading and rising digital media scholars from the areas of anthropology, digital humanities, history, political science, philosophy, religious studies, rhetoric, science and technology studies, and sociology. Digital Keywords examines and critiques the rich lexicon animating the emerging field of digital studies. This collection broadens our understanding of how we talk about the modern world, particularly of the vocabulary at work in information technologies. Contributors scrutinize each keyword independently: for example, the recent pairing of digital and analog is separated, while classic terms such as community, culture, event, memory, and democracy are treated in light of their historical and intellectual importance. Metaphors of the cloud in cloud computing and the mirror in data mirroring combine with recent and radical uses of terms such as information, sharing, gaming, algorithm, and internet to reveal previously hidden insights into contemporary life. Bookended by a critical introduction and a list of over two hundred other digital keywords, these essays provide concise, compelling arguments about our current mediated condition. Digital Keywords delves into what language does in today's information revolution and why it matters.