From hidden connections in big data to bots spreading fake news, journalism is increasingly computer-generated. An expert in computer science and media explains the present and future of a world in which news is created by algorithm.
Amid the push for self-driving cars and the roboticization of industrial economies, automation has proven one of the biggest news stories of our time. Yet the wide-scale automation of the news itself has largely escaped attention. In this lively exposé of that rapidly shifting terrain, Nicholas Diakopoulos focuses on the people who tell the stories—increasingly with the help of computer algorithms that are fundamentally changing the creation, dissemination, and reception of the news.
Diakopoulos reveals how machine learning and data mining have transformed investigative journalism. Newsbots converse with social media audiences, distributing stories and receiving feedback. Online media has become a platform for A/B testing of content, helping journalists to better understand what moves audiences. Algorithms can even draft certain kinds of stories. These techniques enable media organizations to take advantage of experiments and economies of scale, enhancing the sustainability of the fourth estate. But they also place pressure on editorial decision-making, because they allow journalists to produce more stories, sometimes better ones, but rarely both.
Automating the News responds to hype and fears surrounding journalistic algorithms by exploring the human influence embedded in automation. Though the effects of automation are deep, Diakopoulos shows that journalists are at little risk of being displaced. With algorithms at their fingertips, they may work differently and tell different stories than they otherwise would, but their values remain the driving force behind the news. The human–algorithm hybrid thus emerges as the latest embodiment of an age-old tension between commercial imperatives and journalistic principles.
digitalculturebooks is an imprint of the University of Michigan Press and the Scholarly Publishing Office of the University of Michigan Library dedicated to publishing innovative and accessible work exploring new media and their impact on society, culture, and scholarly communication. Visit the website at www.digitalculture.org.
The year’s best writing on tech: a collection as imaginative and compelling as its dynamic subject
“This book is not just an illuminating and instructive guide to our high-tech frontier. It’s also a great testimony to the power of that most ancient of technologies, the written word.”
—Steven Johnson, author of Everything Bad is Good for You
Together the essays in The Best of Technology Writing 2007 capture the versatility and verve of technology writing today. Solicited through an open online nominating process, these pieces explore a wide range of intriguing topics—from “crowdsourcing” to the online habits of urban moms to the digital future of movie production. The Best of Technology Writing 2007 will appeal to anyone who enjoys stellar writing.
Steven Levy is a Senior Editor at Newsweek, where he writes the biweekly column “The Technologist.” One of the most acclaimed and versatile technology writers in the country, Levy has written six books, including The Perfect Thing (about Apple’s iPod) and Hackers, which PC Magazine’s readers voted the best sci-tech book written in the last twenty years. He has written for many publications, including the New Yorker, the New York Times Magazine, Rolling Stone, and Wired.
Featuring contributions from
Kevin Berger
Paul Boutin
Kiera Butler
Joshua Davis
Julian Dibbell
Matt Gaffney
Lori Gottlieb
John Gruber
Jeff Howe
Kevin Kelly
Jaron Lanier
Preston Lerner
Farhad Manjoo
Justin McElroy
Ben McGrath
Katharine Mieszkowski
Emily Nussbaum
Jeffrey M. O’Brien
Larry O’Brien
The Onion
Adam L. Penenberg
John Seabrook
Philip Smith
Aaron Swartz
Clive Thompson
Jeffrey R. Young
digitalculturebooks is an imprint of the University of Michigan Press and the Scholarly Publishing Office of the University of Michigan Library dedicated to publishing innovative and accessible work exploring new media and their impact on society, culture, and scholarly communication. Visit the website at www.digitalculture.org.
Fighting disease, combating hunger, preserving the balance of life on Earth: the future of biotechnological innovation may well be the future of our planet itself. And yet the vexed state of intellectual property law—a proliferation of ever more complex rights governing research and development—is complicating this future. At a similar point in the development of information technology, “open source” software revolutionized the field, simultaneously encouraging innovation and transforming markets. The question that Janet Hope explores in Biobazaar is: can the open source approach do for biotechnology what it has done for information technology? Her book is the first sustained and systematic inquiry into the application of open source principles to the life sciences.
The appeal of the open source approach—famously likened to a “bazaar,” in contrast to the more traditional “cathedral” style of technology development—lies in its safeguarding of community access to proprietary tools without discouraging valuable commercial participation. Traversing disciplinary boundaries, Hope presents a careful analysis of intellectual property-related challenges confronting the biotechnology industry and then paints a detailed picture of “open source biotechnology” as a possible solution. With insights drawn from interviews with Nobel Prize–winning scientists and leaders of the free and open source software movement—as well as company executives, international policymakers, licensing experts, and industry analysts—her book suggests that open source biotechnology is both desirable and broadly feasible—and, in many ways, merely awaiting its moment.
India’s global success in the Information Technology industry has also prompted the growth of neoliberalism and the re-emergence of the middle class in contemporary urban areas, such as Bangalore. In her significant study, BITS of Belonging, Simanti Dasgupta shows that this economic shift produces new forms of social inequality while reinforcing older ones. She investigates this economic disparity by looking at IT and water privatization to explain how these otherwise unrelated domains correspond to our thinking about citizenship, governance, and belonging.
Dasgupta’s ethnographic study shows how work and human processes in the IT industry intertwine to meet the market stipulations of the global economy. Meanwhile, in the recasting of water from a public good to a commodity, the middle class insists on a governance and citizenship model based upon market participation. Dasgupta provides a critical analysis of the grassroots activism involved in a contested water project where different classes lay their divergent claims to the city.
An Economist Best Book of the Year
A Financial Times Best Economics Book of the Year
A Fast Company “7 Books Microsoft CEO Satya Nadella Says You Need to Lead Smarter”
Between 1820 and 1990, the share of world income going to today’s wealthy nations soared from twenty percent to almost seventy. Since then, that share has plummeted to where it was in 1900. As the renowned economist Richard Baldwin reveals, this reversal of fortune reflects a new age of globalization that is drastically different from the old. The nature of globalization has changed, but our thinking about it has not.
Baldwin argues that the New Globalization is driven by knowledge crossing borders, not just goods. That is why its impact is more sudden, more individual, more unpredictable, and more uncontrollable than before—which presents developed nations with unprecedented challenges as they struggle to maintain reliable growth and social cohesion. It is the driving force behind what Baldwin calls “The Great Convergence,” as Asian economies catch up with the West.
“In this brilliant book, Baldwin has succeeded in saying something both new and true about globalization.”
—Martin Wolf, Financial Times
“A very powerful description of the newest phase of globalization.”
—Larry Summers, former U.S. Secretary of the Treasury
“An essential book for understanding how modern trade works via global supply chains. An antidote to the protectionist nonsense being peddled by some politicians today.”
—The Economist
“[An] indispensable guide to understanding how globalization has got us here and where it is likely to take us next.”
—Alan Beattie, Financial Times
Poster’s critique develops through a series of lively studies. Analyzing the appearance of Sesame Street’s Bert next to Osama Bin Laden in a New York Times news photo, he examines the political repercussions of this Internet “hoax” as well as the unlimited opportunities that Internet technology presents for the appropriation and alteration of information. He considers the implications of open-source licensing agreements, online personas, the sudden rise of and interest in identity theft, peer-to-peer file sharing, and more. Focusing explicitly on theory, he reflects on the limitations of critical concepts developed before the emergence of new media, particularly globally networked digital communications, and he argues that, contrary to the assertions of Michael Hardt and Antonio Negri, new media do not necessarily reproduce neoimperialisms. Urging a rethinking of assumptions ingrained during the dominance of broadcast media, Poster charts new directions for work on politics and digital culture.
Breaking down the walls of the traditional newsroom, Rebuilding the News traces the evolution of news reporting as it moves from print to online. As the business models of newspapers have collapsed, author C. W. Anderson chronicles how bloggers, citizen journalists, and social networks are implicated in the massive changes confronting journalism.
Through a combination of local newsroom fieldwork, social-network analysis, and online archival research, Rebuilding the News places the current shifts in news production in socio-historical context. Focusing on the Philadelphia Inquirer, the Philadelphia Daily News, Anderson presents a gripping case study of how these papers have struggled to adapt to emerging economic, social, and technological realities.
As he explores the organizational, networked culture of journalism, Anderson lays bare questions about the future of news-oriented media and its evolving relationship with “the public” in the digital age.
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