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Session-based recommender system

This recommender system is based on Sequence prediction using markov chains aiming to predict the next screen for the visitor to reduce clicks and improve user experience. The data used in this project are log files that are confidential.

Framework & API's

  • scikit-learn
  • pandas
  • R package "clickstream"
  • rpy2
  • Flask
  • Celery
  • RabbitMQ

Tools

  • Anaconda (Python 3.6)
  • Atom
  • Jupyter Notebook

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A session-based recommender system based on sequence prediction using Markov chains

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