4.2 Article

In Platforms We Trust?Unlocking the Black-Box of News Algorithms through Interpretable AI

Related references

Note: Only part of the references are listed.
Article Communication

A longitudinal analysis of the privacy paradox

Tobias Dienlin et al.

Summary: Through a longitudinal study on a representative sample of the German population, this research found that there is a connection between individuals' concerns about online privacy and their information sharing behavior and attitudes, but the long-term effects of privacy concerns on information sharing and attitudes are not significant.

NEW MEDIA & SOCIETY (2023)

Article Communication

From audiences to data points: The role of media agencies in the platformization of the news media industry

Ida Willig

Summary: Media agencies play a crucial role in the contemporary media industry by directing marketing budgets to specific media and platforms, while also confronting ethical challenges. This article calls for political attention and critical research on the impact of new value chains between platforms, advertisers, audiences, media agencies, news media, and tech companies providing digital services.

MEDIA CULTURE & SOCIETY (2022)

Article Psychology, Multidisciplinary

The effects of cultural dimensions on algorithmic news: How do cultural value orientations affect how people perceive algorithms?

Donghee Shin et al.

Summary: A comparative study between the US and UAE examined how users in different cultures perceive chatbot-driven news and found that the acceptance of chatbots is influenced by cultural factors. The results suggest that algorithms reflect cultural values and are situated in social contexts, potentially reinforcing cultural and social values in a co-evolving relationship with humans.

COMPUTERS IN HUMAN BEHAVIOR (2022)

Article Information Science & Library Science

Personal data concern, behavioral puzzle and uncertainty in the age of digital surveillance

Yong Jin Park

Summary: The study uses U.S. national panel surveys to conduct three related analyses on puzzling responses to data concern. Each analysis shows that people have distinctive heuristic structures for quick judgments when releasing personal data. The findings suggest that readily-accessible cognitive judgments can simplify estimating likelihood of privacy gain and loss, ultimately affecting decisions on privacy protection.

TELEMATICS AND INFORMATICS (2022)

Article Communication

The Story Behind the Story: Examining Transparency About the Journalistic Process and News Outlet Credibility

Gina M. Masullo et al.

Summary: Transparency boxes have limited impact on news outlet credibility, they must be very prominent to have an effect, and do not work consistently.

JOURNALISM PRACTICE (2022)

Article Communication

Why Does Explainability Matter in News Analytic Systems? Proposing Explainable Analytic Journalism

Donghee Shin

Summary: As the use of algorithms in journalism continues to grow, analytic/algorithmic journalism (AJ) has seen rapid development in major news organizations. Studies have shown that explainability plays a crucial role in how users perceive and trust algorithm-driven AI systems, with users' trust depending on their assessment of algorithmic qualities.

JOURNALISM STUDIES (2021)

Article Communication

Structural Logic of Ai Surveillance and its Normalisation in the Public Sphere

Yong Jin Park

Summary: This study examines the fundamental logics of surveillance impetus in the rapid transition to AI-based information processing and argues that the resulting normalization of surveillance is perpetuated by three axioms. It emphasizes the mutual shaping between users and institutions and the impact of policy principles on surveillance normalization.

JAVNOST-THE PUBLIC (2021)

Article Communication

Algorithmic Personalization and the Two-Step Flow of Communication

Oren Soffer

Summary: This study examines the relationship between traditional mass communication's two-step flow theory and algorithmic personalization, highlighting the roles of opinion leaders and algorithms as gatekeeping agents, as well as the changing nature of peer groups in different eras. It also considers differences in the source of authority of opinion leaders and algorithms, as well as the social settings and public awareness in the communication flow.

COMMUNICATION THEORY (2021)

Article Communication

Algorithms in the newsroom? News readers' perceived credibility and selection of automated journalism

Anja Wolker et al.

Summary: Automated journalism, the production of journalistic content through computer algorithms, is becoming more prevalent in newsrooms. The perception of credibility by news readers is crucial for the success of automated journalism. While European news readers may generally perceive human, automated, and combined content similarly in terms of credibility, credibility does not play a significant role in their selection or avoidance of news articles. Topic-specific factors may still influence how news readers perceive different forms of journalism.

JOURNALISM (2021)

Proceedings Paper Computer Science, Cybernetics

Online Privacy Heuristics that Predict Information Disclosure

S. Shyam Sundar et al.

PROCEEDINGS OF THE 2020 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI'20) (2020)

Article Computer Science, Interdisciplinary Applications

Privacy calculus or heuristic cues? The dual process of privacy decision making on Chinese social media

Le Wang et al.

JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT (2020)

Review Psychology, Multidisciplinary

Privacy matters ... or does It? Algorithms, rationalization, and the erosion of concern for privacy

Nathanael J. Fast et al.

CURRENT OPINION IN PSYCHOLOGY (2020)

Review Computer Science, Artificial Intelligence

Causability and explainability of artificial intelligence in medicine

Andreas Holzinger et al.

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2019)

Article Communication

Algorithmic vulnerabilities and the datalogical: Early motherhood and tracking-as-care regimes

Helen Thornham

CONVERGENCE-THE INTERNATIONAL JOURNAL OF RESEARCH INTO NEW MEDIA TECHNOLOGIES (2019)

Article Communication

The limits of transparency: Data brokers and commodification

Matthew Crain

NEW MEDIA & SOCIETY (2018)

Article Communication

The platformization of cultural production: Theorizing the contingent cultural commodity

David B. Nieborg et al.

NEW MEDIA & SOCIETY (2018)

Article Communication

ETHICAL CHALLENGES OF ALGORITHMIC JOURNALISM

Konstantin Nicholas Dorr et al.

DIGITAL JOURNALISM (2017)

Article Communication

Do Not Stand Corrected: Transparency and Users' Attitudes to Inaccurate News and Corrections in Online Journalism

Michael Karlsson et al.

JOURNALISM & MASS COMMUNICATION QUARTERLY (2017)

Article Psychology, Multidisciplinary

Beyond self-disclosure: Disclosure of information about others in social network sites

Mehrdad Koohikamali et al.

COMPUTERS IN HUMAN BEHAVIOR (2017)

Article Communication

An Extended Privacy Calculus Model for SNSs: Analyzing Self-Disclosure and Self-Withdrawal in a Representative US Sample

Tobias Dienlin et al.

JOURNAL OF COMPUTER-MEDIATED COMMUNICATION (2016)

Article Information Science & Library Science

Information disclosure of social media users Does control over personal information, user awareness and security notices matter?

Vladlena Benson et al.

INFORMATION TECHNOLOGY & PEOPLE (2015)

Article Computer Science, Cybernetics

Information disclosure on mobile devices: Re-examining privacy calculus with actual user behavior

Mark J. Keith et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2013)