NirVorJogyoKnowledge-Driven Detection
Chapter 4 · Knowledge-Driven Approach

Is this Bangla news authentic or manipulated?

Paste a Bangla news article or a link. The system compares it against trusted reporting and returns an authenticity score built from four signals — knowledge consistency, semantic similarity, sentiment, and source credibility.

Try a sample:
Live scoring runs through the PHP backend → Python NLP service (NER, Doc2Vec, Bengali VADER, source credibility). If the Python service is offline, PHP uses a transparent fallback so results still appear.

Authentic

Consistent with trusted reporting
0%
Authenticity

Feature breakdown — authenticity = mean(x1, x2, x3, x4)

Best-matching trusted news