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Lamborghini

The recommendation algorithm for Ali Recommendation Algorithm Competition

Installation

  1. Download Eclipse JavaEE
  2. git clone https://github.com/lgrcyanny/Lamborghini.git
  3. run maven install

Algorithm

  1. Calculate predict ratings for each user of each brand with MapReduce
    please run "RatingsGenerator.java" in eclipse
  2. Calculate repeat buy records with MapReduce
    please run "RepeatBuyGenerator.java"
  3. Calculate Recommendations with Collaborative Filtering User Based Algorithm
  4. Cominbe User Based results with repeat buy records to give the final reuslt
    please run "RecommendationsGenerator.java"

lamborghini's People

Contributors

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Watchers

James Cloos avatar avatar avatar

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