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Digital Ethics, AI Ethics, Social Media Ethics, Data & Information Ethics
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9
Big Digital Platforms, Big Tech Companies
9
Digital & Information Literacy
7
Open Data
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Civic Engagement, Citizen Participation, Civil Society & Digital Communication
6
Data Governance, Data Justice, Data Sovereignty
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Digital Platforms & Intermediaries
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Democratization & Digital Media / Social Media
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Digitalization, Digital Transformation
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Surveillance, Surveillance Technologies, Spyware
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Countering Hate Speech, Disinformation & Propaganda
5
Digital Activism, Cyber Advocacy
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Digital & Social Media Use, Internet Use
4
Facebook
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Twitter & Microblogs
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YouTube
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Diversity & Pluralism in Media / Communication
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Data Analysis & Interpretation
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Data Protection: Law & Regulation
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Data Journalism, Computer-Assisted Investigative Reporting
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Digital Criticism
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Digital Platform & Intermediaries Regulation
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Social Media
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TikTok
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Instagram
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Public Spheres
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Access to Public Information, Freedom of Information, Right to Information
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Gender Advocacy & Empowerment, Gender Mainstreaming
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Prosumers & User Self-Marketing
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Facial Recognition, Biometric Surveillance
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Right to be Forgotten
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Citizen Journalism, Community Journalism
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Google
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Internet / Social Media Law & Regulation
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Internet Shutdowns
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Digital Journalism, Online Journalism
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Digital Political Communication
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Social Media in Political Communication
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Digital Market Concentration
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Scoring, Scoring Systems
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Influencers (Social Media)
2
Social / Digital Media and ICTs in Disaster & Humanitarian Crisis Management & Prevention
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Generative AI, including ChatGPT et al.
2
ICTs and Development
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Disinformation, Misinformation, Fake News
2
Health Disinformation & Misinformation
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Political Economy of Media
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Enterprises, Companies, Corporations
2
Infotainment, Politainment
2
Fact-Checking & Verification of Sources
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Evaluation Design & Implementation
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Evaluation Methods, Evaluation Tools
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Gender Discrimination, Gender Inequalities
2
COVID-19 Communication
2
News
2
Crowdsourcing
2
Internet Governance, Internet Policies
2
Migrants
2
Accountability & Transparency
2
Election Campaigns: Social Media
2
Political Communication
2
Data Collection, Data Collection Methods
2
Adblocking
1
Advertising Effects & Impact
1
Advertising Markets & Industries
1
Gender Representation & Stereotypes in Advertising
1
Film & Video Advocacy / Activism
1
Media Advocacy, Media Activism
1
Agricultural Information & Extension
1
Agriculture & ICTs, e-Agriculture
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Audience Research Methods
1
Audience Research: Online Surveys
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Audience Research: Planning & Implementing Surveys
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Digital & Social Media Use: Children
1
Digital & Social Media Use: Youth
1
Disinformation Consumption & Perception
1
Media Use, Media Consumption
1
Mobile Phone Use: Youth
1
Mobile Phone Use
1
Mobile Phone Use: Migrants & Refugees
1
News Consumption & Information Sources of Media Users
1
Authoritarian Regimes: Government Communication Strategies
1
Independent & Oppositional Media in Authoritarian Regimes
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Book Marketing, Branding & Promotion
1
Catholic Church and Communication
1
Catholic Digital Media Presence & Online Communities
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Child Protection Online
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Communication Rights
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Encryption, Cryptology
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Digital Media Censorship, Control & Filtering, Internet & Social Media Censorship
1
Freedom of Expression Online, Internet Freedom
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Censorship Circumvention Tools & Strategies
1
Internet Censorship Circumvention Tools & Strategies
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Community Development
1
Community Informatics
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Storytelling
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Conflict-Sensitive Digital Technology Use & Social Media in Prevention & Transformation
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Cyberwarfare, Cyber Operations: Attacking Enemy Computers, Software, and Control Systems
1
Computational Content Analysis
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Digital Cultures
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Nonprofit Organizations, NGOs
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Nonprofit Management, NGO Management, Management General
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Good Governance
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Digital Communication, Digital Media
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Cybercrimes
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Data
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Digital Healthcare & Information, Mobile Health, E-Health, Telemedicine
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Digital Labour, Digital Work
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Religious Digital & Social Media Practices
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Digital Research Methods
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Digital & Social Media Effects
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E-Governance, E-Democracy
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Search Engines
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Content Moderation & Regulation: Social Media
1
Influencer Marketing
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Journalistic Social Media Use
1
LinkedIn
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AI & Democracy / Democratization
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AI Regulation & Legislation
1
Deep Learning
1
Cloud Computing
1
Digitalization & Religion
1
Digitalisation, Online Communication & Democracy / Democratization
1
ICT Development Assistance
1
ICT Effects & Impact
1
ICT Policies
1
Discrimination in Language & Media
1
Minorities
1
Racism in Social Media & Digital Communication
1
Uyghurs, Uighurs
1
Disaster & Humanitarian Crisis Information Management
1
Humanitarian Law
1
Conspiracy Narratives, Conspiracy Theories
1
Media Literacy: Disinformation, Fake News, Hate Speech
1
Data Bases, Digital Libraries, Open Access Repositories
1
Digital Economies & Markets
1
Entertainment Media Industries & Markets
1
Media Viability & Financial Sustainability
1
Nonprofit Journalism, Nonprofit Media
1
Labour, Labour Markets, Labour Laws, Working Conditions
1
Open, Distance and Digital Education (ODDE)
1
Older Adults (General)
1
Sports Reporting
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Accountability & Transparency of the Media
1
Sexuality: Media Representation, Sexually Explicit Media Content, Pornography
1
Impact Assessment & Outcome Evaluation
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Women (General)
1
Women's Rights
1
Decolonial & Non-Western Approaches
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Innovations
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Health Ethics
1
Vaccination Campaigns & Vaccine Hesitancy
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China: Transnational Information Operations, International Broadcasting, Public Diplomacy
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Transnational Media Corporations, International Media Companies
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Journalism
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Civic Journalism, Public Journalism
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Investigative Journalism
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Safety of Journalists, Safety Risks of Media Workers
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Media & Communication Policies
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Media Literacy: Secondary Education
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Media Literacy: Teacher Training
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Human Rights
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Human Rights Violations
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Media Governance
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Media Management
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Quality Criteria, Quality Standards
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Digital Media Use: Migrants & Diasporas
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Female Migrants / Migration
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Migration & Refugees Reporting & (Social) Media Representation
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Conflict & War Photography
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Capitalism
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Public Administration
1
Politics and Media
1
Democracy / Democratization and Media
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Political Parties: Communication Strategies
1
Trade Unions & Labor Movements: Communication Strategies
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Cyberpsychology
1
Persuasive Communication
1
COVID-19 Pandemic & Religion
1
Muslim Digital Media & Online Communities
1
Data Coding
1
Quantitative Research Methods: Big Data
1
Statistical Data: Collection, Analysis & Interpretation
1
Mobile Phones in Rural Areas
1
Crimes, Criminality, Organized Crime
1
Discrimination
1
Disappeared People, Missing People
1
Society
1
Inequalities
1
Blockchain Technologies
1
Digital Radio
1
Engineering
1
Data Protection (Computer Software)
1
Robots, Robotics
1
Technologies: Impact Assessment
1
Theories of Communication & Media
1
Infographics & Data Visualization
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Language
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Countries / Regions
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Methods applied
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Demokratie im digitalen Kapitalismus: Wie Bürger*innen durch Algorithmen ersetzt werden
Bielefeld: transcript; Bielefeld University Press (2021), 189 pp.
"Seitdem das Fernsehen Politik macht, werden Einwände und Kritik gegen Regierende über den Bildschirm kommuniziert – die Bürger*innen sind in passives Zuschauen gedrängt. Der Aufstieg der sozialen Medien dagegen verspricht neue Möglichkeiten der Teilhabe. Doch wird der öffentliche Raum immer
...
The Next Wave of Disruption: Emerging Market Media Use of Artificial Intelligence and Machine Learning. An Overview of New Technology Implementation in Emerging Market Media
Copenhagen: International Media Support (IMS) (2021), 63 pp.
"Just as in the global context, new tools are being used by the media in Latin America and Central and Eastern Europe (CEE). The use of artificial intelligence and machine learning (ALI/ML) is not limited to large, corporate media. But the reality of different news organisations with a variety of bu
...
Using Big Data for Impact Evaluations
Oxford: Centre of Excellence for Development Impact and Learning (CEDIL) (2021), 7 pp.
"Big data can contribute to the evidence base in development sectors where evaluations are often infeasible due to data issues. Given the rapidly increasing availability of big data and improving computation capacity, there is a great potential for using big data in future impact evaluations. Big da
...
Algorithms and Communication
Berlin: Institute for Media and Communication Studies Freie Universität Berlin (2021), 132 pp.
"The role of algorithms for producing and curating content as well as potential outcomes of these mechanisms is one of the most debated issues in existing communication research. “Communicating algorithms” affect processes of political, social and interpersonal communication. A broad variety of
...
The Ethical Algorithm: The Science of Socially Aware Alogrithm Design
New York: Oxford University Press (2020), 218 pp.
"Understanding and improving the science behind the algorithms that run our lives is quickly becoming one of the most pressing issues of this century. Traditional solutions, such as laws, regulations and watchdog groups, have proven woefully inadequate, at best. Derived from the cutting-edge of scie
...
Retooling Politics: How Digital Media are Shaping Democracy
Cambridge; New York et al.: Cambridge University Press (2020), ix, 326 pp.
"Donald Trump, the Arab Spring, Brexit: Digital media have provided political actors and citizens with new tools to engage in politics. These tools are now routinely used by activists, candidates, nongovernmental organizations, and parties to inform, mobilize, and persuade people. But what are the e
...
Digital Technologies and War
International Review of the Red Cross, volume 102, issue 913 (2020), pp. 1-444
New Dark Age: Der Sieg der Technologie und das Ende der Zukunft
Bonn: Bundeszentrale für politische Bildung (bpb), Sonderausg. (2020), 319 pp.
"[Der Autor] spürt den paradoxen und tragischen Momenten nach, zu denen die menschlichen Bemühungen einer technischen Beherrschung der Welt geführt haben. So zeigt er auf, wie Navigationssysteme Touristen in den Ozean leiten, Autopiloten Flugzeugabschüsse provozieren, algorithmisierter Hochfrequ
...
Invisible Women: Exposing Data Bias in a World Designed for Men
London: Vintage (2020), xv, 411 pp.
"Invisible Women shows us how, in a world largely built for and by men, we are systematically ignoring half the population. It exposes the gender data gap - a gap in our knowledge that is at the root of perpetual, systemic discrimination against women, and that has created a pervasive but invisible
...
Next-Generation Ethics: Engineering a Better Society
Cambridge et al.: Cambridge University Press (2020), xii, 472 pp.
"Many of the significant developments of our era have resulted from advances in technology, including the design of large-scale systems; advances in medicine, manufacturing, and artificial intelligence; the role of social media in influencing behaviour and toppling governments; and the surge of onli
...
Arendt’s Algorithm: AI’s Disenfranchising Effect on Refugees as Examined Through China’s Uighur Population
[author] (2020), 23 pp.
"China’s Integrated Joint Operations Platform (IJOP) operates in Xinjiang by collecting Big Data and alerting authorities to those it deems potentially harmful to the CCP regime. It does so through two major devices: the mobile phone, and the camera. These act as tools of disablement constraining
...
Managing Machine Learning Projects in International Development: A Practical Guide
USAID; Vital Wave; DAI (2020), 70 pp.
"This guide has explored some of the key considerations that should inform the conceptualization and implementation of Machine Learning (ML) and artifical intelligence (AI) components within a development project. New, automated decision systems can offer considerable and rapid efficiency gains, but
...
Prinzip Mensch: Macht, Freiheit und Demokratie im Zeitalter der Künstlichen Intelligenz
Bonn: Dietz (2020), 431 pp.
"Paul Nemitz und Matthias Pfeffer zeigen eindrücklich, wie die derzeitigen Versuche ethischer Regulierung von Künstlicher Intelligenz zu kurz greifen. Nemitz ist Mitglied der Datenethikkommission der Bundesregierung und war massgeblich verantwortlich für die Einführung der EU-Datenschutzgrundver
...
Digitalität und künstliche Intelligenz: Technik im Dienst des Geist-begabten und Selbst-bewussten Menschen
Mainz: Clearingstelle Medienkompetenz Katholische Hochschule Mainz (2020), 9 pp.
"Was wollen wir mit den Thesen erreichen? Sie sind eine Momentaufnahme auf die Digitalität. Sie müssen ständig fortgeschrieben werden, weil die Entwicklungen ungeheuer agil sind. Sie beinhalten auch keine umfassende theologische Deutung der Digitalität. Die vorliegenden Thesen sind aber ein Disk
...
Using Big Data for Evaluating Development Outcomes: A Systematic Map
Centre of Excellence for Development Impact and Learning (CEDIL) (2020), vi, 104 pp.
"Spatially and temporally relevant ‘big data’ that does not require data collection in the field has the potential to provide insights into people’s economic, social, behavioural and political lives, and hence could be used in measuring key development outcomes. Big data consists of humangener
...
Measuring Results and Impact in the Age of Big Data: The Nexus of Evaluation, Analytics, and Digital Technology
Rockefeller Foundation (2020), ix, 72 pp.
Leveraging Big Data to Advance Gender Equality
Washington, DC: International Finance Corporation (IFC) (2020), 7 pp.
"Gender equality and the empowerment of women and girls, one of the Sustainable Development Goals, is a highly complex and challenging undertaking. We must address multiple issues—discrimination, violence, education, employment, economic resources, and technology—and work across economic sectors
...
Festín de datos: Empresas y datos personales en América Latina
Bogotá: Dejusticia (2020), 204 pp.
Data Feast: Enterprises and Personal Data in Latin America
Bogotá: Dejusticia (2020), 196 pp.
Praxisleitfaden zu den Algo.Rules: Orientierungshilfen für Entwickler:innen und ihre Führungskräfte
iRights.Lab; Bertelsmann Stiftung (2020), 27 pp.
