A recommendation system for suggesting new books given similar books.

Overview

Book Recommendation System

A recommendation system for suggesting new books given similar books.

Datasets

Notebooks

  • goodreads-EDA.ipynb: Data cleaning and investigation
  • book-recsys.ipynb: first pass at simple and content based recommendations
  • goodreads-book-recsys-kaggle-v1.ipynb: All EDA and models. Added hybrid rating weighted and content based recommendations.
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Owner
Sam Partee
Machine Learning Engineer @HPE_Cray | HPC @ AI
Sam Partee
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Recommender System Papers

Included Conferences: SIGIR 2020, SIGKDD 2020, RecSys 2020, CIKM 2020, AAAI 2021, WSDM 2021, WWW 2021

RUCAIBox 704 Jan 6, 2023