Version 1.0 • 2025
Research Whitepaper
The whitepaper outlines the data collection ethics, NLP methodology, visualization design, and the project's civic implications. It provides a comprehensive overview of how Silent Forums Initiative identifies and amplifies marginalized digital voices.
Ethical Data Collection
Community-centered approach
NLP Methodology
GPT-based semantic clustering
Civic Implications
Policy and media impact
Research Paper
Available for download now. Comprehensive documentation of our research methodology and findings.
File Size
~288 KB
Length
12 pages
@article{Guo2025SilentForums,
author={Hongjin Guo},
title={Silent Forums Initiative:
Amplifying the Digital Voices
of the Margins},
institution={King's College London},
year={2025}
}