The DSA Transparency Database: Auditing Self-reported Moderation Actions by Social Media
Amaury Trujillo, Tiziano Fagni, Stefano Cresci
摘要
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 centralized database has sparked scholarly interest as an unprecedented and potentially unique trove of data on real-world online moderation. Here, we thoroughly analyze all 353.12M records submitted by the eight largest social media platforms in the EU during the first 100 days of the database. Specifically, we conduct a platform-wise comparative study of their: volume of moderation actions, grounds for decision, types of applied restrictions, types of moderated content, timeliness in undertaking and submitting moderation actions, and use of automation. Furthermore, we systematically cross-check the contents of the database with the platforms' own transparency reports. Our analyses reveal that (i) the platforms adhered only in part to the philosophy and structure of the database, (ii) the structure of the database is partially inadequate for the platforms' reporting needs, (iii) the platforms exhibited substantial differences in their moderation actions, (iv) a remarkable fraction of the database data is inconsistent, (v) the platform X (formerly Twitter) presents the most inconsistencies. Our findings have far-reaching implications for policymakers and scholars across diverse disciplines. They offer guidance for future regulations that cater to the reporting needs of online platforms in general, but also highlight opportunities to improve and refine the database itself.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper1
问问它们各自怎么用它它引用的顶会 Paper8
- Disproportionate Removals and Differing Content Moderation Experiences for Conservative, Transgender, and Black Social Media Users: Marginalization and Moderation Gray AreasOliver L. Haimson, Daniel Delmonaco, Peipei Nie, Andrea WegnerCSCW 2021 · 被引用 287 次
- Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on TwitterShagun Jhaver, Christian Boylston, Diyi Yang, Amy S. BruckmanCSCW 2021 · 被引用 168 次
- Exploring Lightweight Interventions at Posting Time to Reduce the Sharing of Misinformation on Social MediaFarnaz Jahanbakhsh, Amy X. Zhang, Adam J. Berinsky, Gordon Pennycook 等CSCW 2021 · 被引用 116 次
- Do Platform Migrations Compromise Content Moderation? Evidence from r/The_Donald and r/IncelsManoel Horta Ribeiro, Shagun Jhaver, Savvas Zannettou, Jeremy Blackburn 等CSCW 2021 · 被引用 102 次
- Make Reddit Great Again: Assessing Community Effects of Moderation Interventions on r/The_DonaldAmaury Trujillo, Stefano CresciCSCW 2022 · 被引用 55 次
相关 Paper
- Beyond the Checkbox: Strengthening DSA Compliance Through Social Media Algorithmic AuditingSara Solarova, Matús Mesarcík, Branislav Pecher, Ivan SrbaCHI 2026 · 被引用 2 次
- Post-Post-API Age: Studying Digital Platforms in Scant Data Access TimesKayo Mimizuka, Megan A. Brown, Kai-Cheng Yang, Josephine LukitoCSCW 2026 · 被引用 1 次
- "Community Guidelines Make this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation PoliciesBrennan Schaffner, Arjun Nitin Bhagoji, Siyuan Cheng, Jacqueline Mei 等CHI 2024 · 被引用 25 次
- Setting the Course, but Forgetting to Steer: Analyzing Compliance with GDPR's Right of Access to Data by Instagram, TikTok, and YoutubeSai Keerthana Karnam, Abhisek Dash, Antariksh Das, Sepehr Mousavi 等S&P 2026 · 被引用 3 次
- Understanding Account Deletion and Relevant Dark Patterns on Social MediaBrennan Schaffner, Neha A. Lingareddy, Marshini ChettyCSCW 2022 · 被引用 66 次
