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Hybrid Tag Recommendation System

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The project aims to modify existing collaborative filtering based recommendation techniques to use content-based information from the data.

Dataset

Stack Overflow

Each data point is associated with a question body and associated tags

Instructions

Details

  • preprocessor.py: Extract keywords from the questions body to a sqlite database. Calculate tf-idf statistic for the keywords.

  • stopwords.py: Outputs a csv dataset with stopwords removed using tf-idf scores

  • tagcloud.py: Generate tag-clouds from the keyword database.

  • autoencoder.py:

  • doc2vec.py:

  • MatrixFactoriztion.py:

  • testingtraining.py:

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A project on hybrid recommendation system

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