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Data Sharing to Foster Information as a Public Good: The Case of Media Viability and Safety of Journalists in the Digital Ecosystem
Paris: UNESCO (2023), 17 pp.
"Trends towards greater transparency of platforms, in the form of extending cooperation around data, offer benefit to the interests of all stakeholders. This policy brief considers the normative, institutional and technical mechanisms that support access to datasets that are not accessible generally
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Situating Data: Inquiries in Algorithmic Culture
Amsterdam: Amsterdam University Press (2023), 291 pp.
"Taking up the challenges of the datafication of culture, as well as of the scholarship of cultural inquiry itself, this collection contributes to the critical debate about data and algorithms. How can we understand the quality and significance of current socio-technical transformations that result
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Media Analytics: Understanding Media, Audiences, and Consumers in the 21st Century
New York; London: Routledge (2023), xxi, 416 pp.
"This textbook takes a case study approach to media and audience analytics. Realizing the best way to understand analytics in the digital age is to practice it, the authors have created a collection of cases using data sets that present real and hypothetical scenarios for students to work through. M
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A Text Mining Content Analysis Tool for Christian Faith-Based Media Institutions’ Production
Nairobi: Strathmore University, Master Thesis (2023), xiv, 71 pp.
"This research is proposing a new approach for the faith-based media institutions in the creation and production of content. The solution proposed by this research is a text mining content analysis tool that uses data mining techniques including Association, Clustering and Classification in the disc
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Data for Social Good: Non-Profit Sector Data Projects
Singapore: Palgrave Macmillan (2023), xv, 127 pp.
"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 methodolo
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The Dynamics of Influencer Marketing: A Multidisciplinary Approach
London; New York: Routledge (2023), ix, 210 pp.
"YouTube, Instagram, Facebook, Vimeo, Twitter, etc. have their own logics, dynamics and different audiences. This book analyses how the users of these social networks, especially those of YouTube and Instagram, become content prescribers, opinion leaders and, by extension, people of influence. What
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Digitalisation and Civic Space: Chances and Challenges
Berlin: Brot für die Welt (2022), 58 pp.
"Multifaceted, uncensored, promoting democracy - that is the internet, many people had long hoped. But from today's perspective, this is not true - or only partially. Because the big digital platforms and the world wide web are both: media of freedom and control. In many places, they support civil s
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How Big Data Can Bolster Autocratic Legitimacy (Via the Rhetoric of Safety and Convenience)
Tokyo: Toda Peace Institute (2022), 14 pp.
"This Policy Brief examines the different ways in which big data collection serves autocratic agendas by hiding the oppressive potential of heightened surveillance through promises of enhanced safety, convenience, and modernisation. Political actors with autocratic agendas can package their governan
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Access Rules: Freeing Data from Big Tech for a Better Future
Oakland, Cal.: University of California Press (2022), 209 pp.
"Access Rules mounts a strong and hopeful argument for how informational tools at present in the hands of a few could instead become empowering machines for everyone. By forcing data-hoarding companies to open access to their data, we can reinvigorate both our economy and our society. Authors Viktor
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Topic and Sentiment Analysis of Responses to Muslim Clerics’ Misinformation Correction About COVID-19 Vaccine: Comparison of Three Machine Learning Models
Online Media and Global Communication, volume 1, issue 3 (2022), pp. 497-523
"This study employed three machine learning algorithms, Naïve Bayes, SVM, and a Balanced Random Forest to build a sentiment model that can detect Muslim sentiment about Muslim clerics’ anti-misinformation campaign on YouTube. Overall, 9701 comments were collected. An LDA-based topic model was als
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Interrogating Datafication: Towards a Praxeology of Data
Bielefeld: transcript Verlag (2022), 308 pp.
"What constitutes a data practice and how do contemporary digital media technologies reconfigure our understanding of practices in general? Autonomously acting media, distributed digital infrastructures, and sensor-based media environments challenge the conditions of accounting for data practices bo
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Data Ethics Guidebook: Cultivating an Ethical Mindset in Research & Evaluation
Oakland, Cal.: Informing Change (2022), 37 pp.
"The goal of this Data Governance Toolkit is to guide non-profit organizations through the steps and best practices for implementing Data Governance within your organization, while keeping in mind the changing organization IT landscape, enterprise architecture and program deliverables. To support or
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Data Ethics Toolkit: A companion to the Data Ethics Guidebook
Oakland, Cal.: Informing Change (2022), 21 pp.
"This Toolkit is a companion resource to the Guidebook for Ethical Thinking. Its contents represent practical tools for putting the Guidebook recommendations into practice, from a one-page map for ethical thinking to customizable consent forms to Stories from the Field." (Page 2)
Atlas der Zivilgesellschaft. Freiheitsrechte unter Druck: Schwerpunkt Digitalisierung
München; Berlin: oekom Verlag; Brot für die Welt (2022), 86 pp.
"Vielfaltig, unzensiert, demokratiefördernd - das ist das Internet, hofften viele Menschen lange. Doch diese Attribute passen aus heutiger Sicht nicht - oder nur teilweise. Denn die großen digitalen Plattformen und das World Wide Web sind beides: Medien der Freiheit und der Kontrolle. Sie helfen d
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(Dis)Obedience in Digital Societies: Perspectives on the Power of Algorithms and Data
Bielefeld: transcript Verlag (2022), 377 pp.
"Algorithms are not to be regarded as a technical structure but as a social phenomenon - they embed themselves, currently still very subtle, into our political and social system. Algorithms shape human behavior on various levels: they influence not only the aesthetic reception of the world but also
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Digitale Gesellschaft
Aus Politik und Zeitgeschichte, volume 72, issue 10-11 (2022), 56 pp.
"Die Coronapandemie hat schonungslos die Schwachstellen der digitalen Gesellschaft aufgedeckt: die Digitalisierungsdefizite der öffentlichen Verwaltung, die schlechte digitale Ausstattung der Schulen und Universitäten, die Monopolstellung internationaler Digitalkonzerne, die Polarisierung in den s
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How Publishers Are Learning to Create and Distribute News on TikTok
Oxford: Reuters Institute for the Study of Journalism (2022), 35 pp.
"This report sets out data on the extent of publisher adoption alongside motivations for joining TikTok; pulls together top tips from TikTok creators and discuss the metrics most commonly used to evaluate success; explores different strategies for engaging users on the platform, highlighting case st
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A Treatment for Viral Deception? Automated Moderation of COVID-19 Disinformation
Universität Innsbruck (2022), 110 pp.
"This paper examines responses to disinformation, in particular those involving automated tools, from a human rights perspective. It provides an introduction to current automated content moderation and curation practices, and to the interrelation between the digital information ecosystem and the phe
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