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The European Commission recently introduced new regulation to harmonize transparency reporting of large online platforms under the Digital Services Act (DSA). Here, we present the first systematic evaluation of transparency reporting data…

Computers and Society · Computer Science 2026-05-19 Amaury Trujillo , Benedetta Tessa , Stefano Cresci

The European Union introduced the Digital Services Act (DSA) to address the risks associated with digital platforms and promote a safer online environment. However, despite the potential of components such as the Transparency Database,…

Computers and Society · Computer Science 2025-06-05 Benedetta Tessa , Denise Amram , Anna Monreale , Stefano Cresci

In the course of under a year, the European Commission has launched some of the most important regulatory proposals to date on platform governance. The Commission's goals behind cross-sectoral regulation of this sort include the protection…

Computers and Society · Computer Science 2022-05-16 Catalina Goanta , Thales Bertaglia , Adriana Iamnitchi

The Digital Services Act (DSA) is a much awaited platforms liability reform in the European Union that was adopted on 1 November 2022 with the ambition to set a global example in terms of accountability and transparency. Among other…

Computers and Society · Computer Science 2024-05-06 Rishabh Kaushal , Jacob van de Kerkhof , Catalina Goanta , Gerasimos Spanakis , Adriana Iamnitchi

Since September 2023, the Digital Services Act (DSA) obliges large online platforms to submit detailed data on each moderation action they take within the European Union (EU) to the DSA Transparency Database. From its inception, this…

Social and Information Networks · Computer Science 2025-02-10 Amaury Trujillo , Tiziano Fagni , Stefano Cresci

Algorithms of online platforms are required under the Digital Services Act (DSA) to comply with specific obligations concerning algorithmic transparency, user protection and privacy. To verify compliance with these requirements, DSA…

Computers and Society · Computer Science 2026-01-27 Sara Solarova , Matúš Mesarčík , Branislav Pecher , Ivan Srba

The Digital Services Act (DSA) introduced by the European Union in 2022 offers a landmark framework for platform transparency, with Article 40 enabling vetted researchers to access data from major online platforms. Yet significant legal,…

A central requirement of the European Union's Digital Services Act (DSA) is that online platforms undergo internal and external audits. A key component of these audits is the assessment of systemic risks, including the dissemination of…

Computers and Society · Computer Science 2025-05-07 Marie-Therese Sekwenz , Rita Gsenger , Scott Dahlgren , Ben Wagner

The Digital Services Act (DSA) requires large social media platforms in the EU to provide clear and specific information whenever they remove or restrict access to certain content. These "Statements of Reasons" (SoRs) are collected in the…

Social and Information Networks · Computer Science 2023-12-08 Chiara Drolsbach , Nicolas Pröllochs

Digital regulations such as the European Union's Digital Services Act (DSA) represent major efforts to shape human-centered and human rights-based frameworks for society. Yet, as these laws are translated into practice, challenges emerge at…

Computers and Society · Computer Science 2025-07-30 Marie-Therese Sekwenz , Daria Simons , Alina Wundsam

During major political events, social media platforms encounter increased systemic risks. However, it is still unclear if and how they adjust their moderation practices in response. The Digital Services Act Transparency Database…

Social and Information Networks · Computer Science 2026-04-22 Benedetta Tessa , Gautam Kishore Shahi , Amaury Trujillo , Stefano Cresci

Social media platforms face heightened risks during major political events; yet, how platforms adapt their moderation practices in response remains unclear. The Digital Services Act Transparency Database offers an unprecedented opportunity…

Computers and Society · Computer Science 2025-04-10 Gautam Kishore Shahi , Benedetta Tessa , Amaury Trujillo , Stefano Cresci

What does the Digital Services Act (DSA) mean for online advertising? We describe and analyse the DSA rules that are most relevant for online advertising and adtech (advertising technology). We also highlight to what extent the DSA's…

Computers and Society · Computer Science 2025-03-11 Pieter Wolters , Frederik Zuiderveen Borgesius

Today's online platforms rely heavily on recommendation systems to serve content to their users; social media is a prime example. In turn, recommendation systems largely depend on artificial intelligence algorithms to decide who gets to see…

Computers and Society · Computer Science 2023-02-10 Anna-Katharina Meßmer , Martin Degeling

The Digital Services Act, recently adopted by the EU, requires social media platforms to report the "accuracy" of their automated content moderation systems. The colloquial term is vague, or open-textured -- the literal accuracy (number of…

Social and Information Networks · Computer Science 2024-08-06 Johnny Tian-Zheng Wei , Frederike Zufall , Robin Jia

The European legislature has proposed the Digital Services Act (DSA) and Artificial Intelligence Act (AIA) to regulate platforms and Artificial Intelligence (AI) products. We review to what extent third-party audits are part of both laws…

Computers and Society · Computer Science 2025-02-20 David Hartmann , José Renato Laranjeira de Pereira , Chiara Streitbörger , Bettina Berendt

While underlying the many ways to build strong cooperation settings between regulators and CSOs, this report focuses on making concrete recommendations for the design of an efficient and influential expert group with the European…

Computers and Society · Computer Science 2023-05-04 Suzanne Vergnolle

The digital markets act (DMA) regulates very large digital platforms like Meta's Facebook or Apple's iOS with the goal to promote fairness, contestability (of market power) and user choice. From a system design or broader technical…

Software Engineering · Computer Science 2026-03-10 Fabian Stiehle , Markus Funke , Patricia Lago , Ingo Weber

Compliance with the European Union's Platform-to-Business (P2B) Regulation is challenging for online platforms, and assessing their compliance can be difficult for public authorities. This is partly due to the lack of automated tools for…

Software Engineering · Computer Science 2024-01-24 Francesco Sovrano , Michaël Lognoul , Alberto Bacchelli

The Digital Markets Act (DMA) aims to ensure contestability and fairness in digital markets, particularly focusing on regulating Big Tech companies. The paper explores the DMA's capacity to address both current and future challenges in…

General Economics · Economics 2024-04-09 Simonetta Vezzoso
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