Sentiment Analysis Framework for Fake News Detection Using BERT and Transformers

Sale!
Awaiting product image
, ,

Sentiment Analysis Framework for Fake News Detection Using BERT and Transformers

Original price was: ₹6,999.00.Current price is: ₹3,999.00. inc GSTs*

The viral spread of misinformation on social media often relies on manipulative emotional cues and polarized sentiment. Current metadata-based filters are insufficient, requiring advanced linguistic analysis to identify the subtle emotional discrepancies and stylistic patterns characteristic of synthetically generated or deceptive news content.

Guaranteed Safe Checkout
  • credit card color icon
  • phonepe icon
  • bhim app icon
  • rupay logo icon

This framework utilizes the BERT (Bidirectional Encoder Representations from Transformers) model to analyze the semantic and sentimental nuances of news articles. By examining the relationship between headline sentiment and body content, the system identifies clickbait and emotionally charged misinformation. The project involves training on large-scale datasets of verified and fabricated news to learn complex linguistic markers of deception. The resulting system provides a credibility score for textual content, serving as a critical tool for digital publishers and social media platforms to maintain information integrity.

Reviews

There are no reviews yet.

Be the first to review “Sentiment Analysis Framework for Fake News Detection Using BERT and Transformers”

Your email address will not be published. Required fields are marked *

Related products

Shopping Cart
PlaceholderSentiment Analysis Framework for Fake News Detection Using BERT and Transformers
Original price was: ₹6,999.00.Current price is: ₹3,999.00. inc GSTs*
Scroll to Top

Review My Order

0

Subtotal

Taxes & shipping calculated at checkout

Checkout