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Index/Topics/Machine Learning in Conflict Reporting

Machine Learning in Conflict Reporting

The application of machine learning techniques to analyze and reduce bias in conflict reporting.

Fact-Checks

2 results
Jan 29, 2026

is the information provided here affected in any way by the algorithms assigned by the humans involved?

Yes — the information supplied here is affected by algorithms shaped and deployed by humans: determine what gets amplified, suppressed, framed, and predicted, and those systems embody human choices ab...

Jan 7, 2026

What methods do scholars use to quantify media bias and error rates in conflict reporting, and what datasets are publicly available?

Scholars quantify bias and error in conflict reporting by combining comparative event-matching, statistical models of selection/framing, and machine-learning text analysis; they triangulate media repo...