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Item-to-item collaborative filtering in Apache Spark

I've developed a simple implementation of the Amazon recommendation system, published in 2003. This is the specification: http://www.cs.umd.edu/~samir/498/Amazon-Recommendations.pdf

Version

0.1

Prerequisites

  • Apache Spark 1.5.x

Configuration

  • Edit [src/main/config/mysql.config.bak] inserting your configuration data
  • Rename [src/main/config/mysql.config.bak] to [src/main/config/mysql.config]
  • Edit [src/main/scala/com/sidesna/iicfiltering/managedata/mysql/MysqlImport.scala] detailing your specific queries to get purchases, products and customers data. It's importan doesn't change aliases.

License

See the LICENSE file for license rights and limitations (MIT).

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Item-to-item collaborative filtering in Apache Spark

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