Recommendation Api

Recommendation API

  • Recommendation based on customer id, item id and the preference of the customer for a particular Item
  • Finds similarity based on on Users and Item Similarity which finds similarity based on Items
  • Implementation using EuclideanDistanceSimilarity and PearsonCorrelationSimilarity Algorithms
  • This preference file has to be uploaded once which can be a batch process
  • More the input files more relevant is recommendation
  • Slope One algorithm implementation for collaborative filtering
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