Data · dataset · 2020
Transparency Requirements for Digital Social Media Platforms: Recommendations for Policy Makers and Industry
Listed in BERD@NFDI Data Portal
This paper sets out a framework for transparency on the part of the larger digital social media companies in connection with their content moderation activities and the algorithms and data that involve the distribution of problematic content on their systems.
Description
It departs from the movement in many countries for content regulation and mandated take-downs, preferring instead to focus on creating a balanced and clear legal structure for disclosure that can help to restore public trust in digital platforms and provide assurances that they are operating in the public interest.
It recommends a tiered system of transparency. Disclosures about content moderation programs and enforcement procedures and transparency reports are aimed at the general public. Disclosures about prioritization, personalization and recommendation algorithms are provided to vetted researchers and regulators.
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Vetted researchers are also given access to anonymized data for conducting audits in connection with content moderation programs, while personal data and commercially sensitive data are available only for regulators. This recommended transparency approach could be started through voluntary measures undertaken by the larger social media companies in conjunction with public interest groups and researchers, but its natural home is within a comprehensive system of regulation for the larger social media companies overseen by a government agency.
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/dmktb-1ct14 ↗
landing page · from berd platform de
- DOI doi.org/10.2139/ssrn.3615726 ↗
DOI / persistent id · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/dmktb-1ct14 ↗
metadata API · from berd platform de
Topics
- From keywords
- Economics & Finance
- Inferred from text
- Strategy, management and organisational behaviour 69%
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | dmktb-1ct14 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:group:3507 | enrichment · berd platform de | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |