Alsamir Fake Review Detec
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Overview
🔍 Real-time fake review detection on Amazon with 97% accuracy.
ALSAMIR (Aspect-Level Sentiment-Aware Multi-modal Inter-Review) is a powerful Chrome extension that automatically detects fake and misleading reviews on Amazon product pages.
⚡ HOW IT WORKS:
- Automatically scans reviews when you open any Amazon product page
- Extracts review text, ratings, helpful votes, and verified purchase status
- Sends data to our machine learning model (XGBoost + all-MiniLM-L6-v2)
- Analyzes 402 different features per review including text meaning, aspect sentiment, and behavioral patterns
- Displays color-coded badges directly on each review
🎯 WHAT YOU SEE:
- 🟢 Green badge with percentage = Genuine review
- 🔴 Red badge with "FAKE X%" = Suspicious/fake review
📊 MODEL PERFORMANCE:
- Accuracy: 97.07%
- Precision: 94.01%
- Recall: 91.35%
- F1-Score: 92.66%
🔒 PRIVACY & SECURITY:
- No personal data collected or stored
- No cookies or tracking
- Review texts are sent to our API only for detection and are not stored
- HTTPS encryption for all communication
🛒 SUPPORTED PLATFORMS:
- Amazon.in (India)
- Amazon.com (USA)
- More platforms coming soon (Flipkart, Meesho)
🆓 COMPLETELY FREE TO USE
👨🎓 Final Semester Project by Mahendra (MCA)
📚 Based on ALSAMIR paper (Knowledge-Based Systems, 2025)
Install now and never be fooled by fake reviews again!
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🔐 Security Analysis
This extension hasn't been security-scanned yet.