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Combining-review-tags-based-on-meaning

The files

  • model.py coontains the code used to process the data to get tags and process the tags to get the desired output

📄 Abstract

Customers write product reviews on ecommerce websites like Amazon. Amazon processes the reviews to generate commonly occurring tags. But, there exist multiple tags referring to the same thing.

Tag #Reviews
Fingerprint - 119
Fingerprint reader - 52
Fingerprint sensor - 24
Fingerprint scanner - 18

These 4 tags refer to the same thing. Ideally there should be only one tag - fingerprint reader that combines all other fingerprint related tags and maps to the corresponding reviews.

🎯 Objective

Create algorithm to combine review tags based on meaning.

📚 Tech stack

  • Python
  • GIT
  • Github