Improving Regulatory Oversight in Online Content Moderation
Benedetta Tessa, Denise Amram, Anna Monreale, Stefano Cresci

TL;DR
This paper proposes two validation processes to improve transparency and accountability in online content moderation under the EU's Digital Services Act, addressing data inconsistencies and reporting challenges.
Contribution
It introduces a Transparency Report Cross-Checking and Verification Process to enhance data accuracy and compliance in platform reporting.
Findings
Detects inconsistencies between self-reported and actual platform data
Assesses compliance levels to improve transparency
Provides a method for self-assessment and better reporting practices
Abstract
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, Transparency Reports, and Article 40 of the DSA to improve platform transparency, significant challenges remain. These include data inconsistencies and a lack of detailed information, which hinder transparency in content moderation practices. Additionally, the absence of standardized reporting structures makes cross-platform comparisons and broader analyses difficult. To address these issues, we propose two complementary processes: a Transparency Report Cross-Checking Process and a Verification Process. Their goal is to provide both internal and external validation by detecting possible inconsistencies between self-reported and actual platform data,…
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Taxonomy
TopicsHate Speech and Cyberbullying Detection · Misinformation and Its Impacts · Spam and Phishing Detection
