VerifyNews Fake News and Misinformation Detection
Abstract
Nowadays, digital media spreads fast.Because of that, news travels differently than before.One thing leads to another -how people make stories, pass them around, changes too.Still, Misinformation slips in easily.Lies look like truth sometimes.That shakes trust in society's systems.It messes with elections.Public warnings get twisted.VERIFY NEWS steps into this space.Not magic, just smart design.A mix of machine thinking and crowd feedback checks if articles hold up.DeepSeek GPT powers part of it.This brain reasons through claims.People help too.They vote on what feels right or wrong.Together, both sides weigh in.Paste a story online.Get back a label: true, false, shaky.See why the result makes sense.Read clear points explaining each call.Then glance at others' views nearby.Polls show where most stand.All built quietly under the hood with MongoDB, Express.js,React.js,Node.js.Strong bones support the surface.Handles more users later without breaking down.Stays safe.Works for many kinds of people.Speed matters here.First judgments come quicker now.Minds open wider when they see tricks repeated.Data piles up over time.Later studies might reuse it.Patterns hide there.Learning grows from what gets saved.
Fields of Study & Subjects
Misinformation and Its Impacts
Spam and Phishing Detection
Complex Network Analysis Techniques
Publication details
- Journal / source
- International Research Journal of Modernization in Engineering Technology and Science
- Publication date
- 12 January 2026