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Philippine Political Disinformation - Coggle Diagram
Philippine Political Disinformation
The Problem
Fast-spreading false content
Voter decision distortion
Weakens democratic trust
Manual verification is insufficient
Corrections lag behind misinformation
Context
Philippine elections
Social media infodemic
UP / Tsek.ph research
Lowy Institute diagnostics
Relentless stream of disinformation
Societal Benefits
Informed democratic voting
Reduced political polarization
Trust in credible institutions
Improved media literacy
Combats infodemic effects
Research Questions
What misinformation types circulate most?
What linguistic and network patterns drive spread?
How effective is ML vs manual fact-checking?
Problem Statement & Goals
Real-time content monitoring
Credibility classification system
Support fact-checking organizations
Strengthen democratic decision-making
Data Sources
Tsek.ph fact-checking database
https://www.tsek.ph
Google Trends
https://trends.google.com
Kaggle datasets
Labeled fake news datasets
NLP classification datasets
X (Twitter) / Social Media API
Hashtags and engagement metrics
Trend and virality data
Analytics Methods
Social media content analysis
Text analysis
Image analysis
Video analysis
Sentiment analysis
Political post sentiment scoring
Network analysis
Information spread mapping
Propagation pattern detection
ML fake news detection
NLP classification models
Credibility scoring
Virality trend prediction
Misleading content forecasting
Organizations & Beneficiaries
Tsek.ph / UP
Automated claim classification
Faster verification workflows
COMELEC
Election misinformation response
Voter education monitoring
Philippine Information Agency
Real-time false content detection
Media Organizations
Rappler
GMA News
ABS-CBN News
Newsroom fact-checking pipelines
Academic Institutions
University of the Philippines
Disinformation behavior research
Improved AI detection models