This open access book provides practical guidance for non-profits and community sector organisations about how to get started with data analytics projects using their own organisations' datasets and open public data. The book shares best practices on collaborative social data projects and methodology. For researchers, the work offers a playbook for partnering with community organisations in data projects for public good and gives worked examples of projects of various sizes and complexity.

With pervasive use of mobile devices and social media, there is a constant tension between the promise of new forms of social engagement and the threat of misuse and misappropriation, or the risk of harm and harassment. Negotiating Digital Citizenship explores the diversity of experiences that define digital citizenship. These range from democratic movements that advocate social change via social media platforms to the realities of online abuse, racial or sexual intolerance, harassment and stalking. Young people, educators, social service providers and government authorities have become increasingly enlisted in a new push to define and perform 'good' digital citizenship, yet there is little consensus on what this term really means and sparse analysis of the vested interests that drive its definition. The chapters probe the idea of digital citizenship, map its use among policy makers, educators, and activists, and identify avenues for putting the concept to use in improving the digital environments and digitally enabled tenets of contemporary social life. The components of digital citizenship are dissected through questions of control over our online environments, the varieties of contest and activism and possibilities of digital culture and creativity.

Automating Vision explores the rise of seeing machines through four case studies: facial recognition, drone vision, mobile and locative media and driverless cars. Proposing a conceptual lens of camera consciousness, which is drawn from the early visual anthropology of Gregory Bateson and Margaret Mead, Automating Vision accounts for the growing power and value of camera technologies and digital image processing. Behind the smart camera devices examined throughout the book lies a set of increasingly integrated and automated technologies underpinned by artificial intelligence, machine learning and image processing. Seeing machines are now implicated in growing visual data markets and are supported by emerging layers of infrastructure that they coproduce. In this book, Anthony McCosker and Rowan Wilken address the social impacts, the disruptions and reconfigurations to existing digital media ecosystems, to urban environments and to mobility and social relations that result from the increasing automation of vision and explore how it might be possible to ensure a safe and equitable future as we learn to see with and negotiate the interventions of seeing machines. This book will appeal to students and scholars in media, communication, cultural studies, sociology of media and science and technology studies. More resources for the book can be found at https://www.anthonymccosker.com/automating-vision.

Automating Vision explores the rise of seeing machines through four case studies: facial recognition, drone vision, mobile and locative media and driverless cars. Proposing a conceptual lens of camera consciousness, which is drawn from the early visual anthropology of Gregory Bateson and Margaret Mead, Automating Vision accounts for the growing power and value of camera technologies and digital image processing. Behind the smart camera devices examined throughout the book lies a set of increasingly integrated and automated technologies underpinned by artificial intelligence, machine learning and image processing. Seeing machines are now implicated in growing visual data markets and are supported by emerging layers of infrastructure that they coproduce. In this book, Anthony McCosker and Rowan Wilken address the social impacts, the disruptions and reconfigurations to existing digital media ecosystems, to urban environments and to mobility and social relations that result from the increasing automation of vision and explore how it might be possible to ensure a safe and equitable future as we learn to see with and negotiate the interventions of seeing machines. This book will appeal to students and scholars in media, communication, cultural studies, sociology of media and science and technology studies. More resources for the book can be found at https://www.anthonymccosker.com/automating-vision.

This open access book provides practical guidance for non-profits and community sector organisations about how to get started with data analytics projects using their own organisations' datasets and open public data. The book shares best practices on collaborative social data projects and methodology. For researchers, the work offers a playbook for partnering with community organisations in data projects for public good and gives worked examples of projects of various sizes and complexity.

With pervasive use of mobile devices and social media, there is a constant tension between the promise of new forms of social engagement and the threat of misuse and misappropriation, or the risk of harm and harassment. Negotiating Digital Citizenship explores the diversity of experiences that define digital citizenship. These range from democratic movements that advocate social change via social media platforms to the realities of online abuse, racial or sexual intolerance, harassment and stalking. Young people, educators, social service providers and government authorities have become increasingly enlisted in a new push to define and perform 'good' digital citizenship, yet there is little consensus on what this term really means and sparse analysis of the vested interests that drive its definition. The chapters probe the idea of digital citizenship, map its use among policy makers, educators, and activists, and identify avenues for putting the concept to use in improving the digital environments and digitally enabled tenets of contemporary social life. The components of digital citizenship are dissected through questions of control over our online environments, the varieties of contest and activism and possibilities of digital culture and creativity.