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This book examines the growing importance of algorithms and automation-including emerging forms of artificial intelligence-in the gathering, composition, and distribution of news. In it the authors connect a long line of research on journalism and computation with scholarly and professional terrain yet to be explored.
Taken as a whole, these chapters share some of the noble ambitions of the pioneering publications on 'reporting algorithms', such as a desire to see computing help journalists in their watchdog role by holding power to account. However, they also go further, firstly by addressing the fuller range of technologies that computational journalism now consists of: from chatbots and recommender systems to artificial intelligence and atomised journalism. Secondly, they advance the literature by demonstrating the increased variety of uses for these technologies, including engaging underserved audiences, selling subscriptions, and recombining and re-using content. Thirdly, they problematise computational journalism by, for example, pointing out some of the challenges inherent in applying artificial intelligence to investigative journalism and in trying to preserve public service values. Fourthly, they offer suggestions for future research and practice, including by presenting a framework for developing democratic news recommenders and another that may help us think about computational journalism in a more integrated, structured manner.
The chapters in this book were originally published as a special issue of Digital Journalism.
List of contents
1. Algorithms, Automation, and News
Neil Thurman, Seth C. Lewis and Jessica Kunert
2. On the Democratic Role of News Recommenders
Natali Helberger
3. Newsbots That Mediate Journalist and Audience Relationships
Heather Ford and Jonathon Hutchinson
4. Public Service Chatbots: Automating Conversation with BBC News
Bronwyn Jones and Rhianne Jones
5. Selling News to Audiences - A Qualitative Inquiry into the Emerging Logics of Algorithmic News Personalization in European Quality News Media
Balázs Bodó
6. Making Artificial Intelligence Work for Investigative Journalism
Jonathan Stray
7. Human Still in the Loop. Editors Reconsider the Ideals of Professional Journalism Through Automation
Marko Milosavljevic and Igor Vobic
8. News Algorithms, Photojournalism and the Assumption of Mechanical Objectivity in Journalism
Matt Carlson
9. Structured Journalism and the Semantic Units of News
David Caswell
10. Atomising the News: The (In)Flexibility of Structured Journalism
Rhianne Jones and Bronwyn Jones
11. Towards a Design Orientation on Algorithms and Automation in News Production
Nicholas Diakopoulos
12. Prioritizing the Audience's View of Automation in Journalism
Andrea L. Guzman
Summary
This book examines the growing importance of algorithms and automation—including emerging forms of artificial intelligence—in the gathering, composition, and distribution of news.
