Recommendation Frameworks

  1. easyrec
  2. crab
  3. Apache Mahout
  4. Duine
  5. Oryx
  6. myrrix
  7. Apaceh Spark
  8. Node.js: racoon
  9. Ruby Toolbox: Recommendation Engines

Graph DB & Tools

  1. Google’s Cayley
  2. Neo4J
  3. Titan
  4. Gremlin
  5. Faunus
  6. Freebase

Reading Resources

  1. Quora: Recommendation Engine Community
  2. Quora: How does LinkedIn’s recommendation system work?
  3. Quora: What are some good research papers and articles on recommendation systems and engines?
  4. Creating a User-Based Recommender in 5 minutes
  5. Neo4j Spatial, Part 1: Building a Recommendation Engine
  6. Neo4j, A Graph Database For Building Recommendation Engines, Gets A Visual Overhaul
  7. Building a real time, solr-powered recommendation engine
  8. The recommender problem revisited
  9. Constructing and mining Web-scale Knowledge Graph
  10. Recommender Systems
  11. 5 Lessons Learned from the Event Recommendation Challenge
  12. Github Contest
  13. How can I start building a recommendation engine?
  14. Quora: Recommendation System Startups and Products
  15. Quora: Personalization
  16. Quora: Collaborative Filtering
  17. Quora: Similarity Search
  18. Slideshare: Using AWS to Build a Graph-Based Product Recommendation System
  19. PDF: You Might Also Like: A Multi-GPU Recommendation System
  20. Recommendation System in R
  21. Build Recommendation Engine with MongoDB and Hadoop
  22. Building a Recommendation System in Python
  23. How good is Directed Edge?
  24. Are there any good open source python alternatives to Directed Edge and Google Prediction API?
  25. Why You Should Not Build a Recommendation Engine
  26. Recommendations Everywhere
  27. Here’s How OkCupid Uses Math to Find Your Match
  28. SlideShare: Recommendations play @flipkart
  29. The YouTube Video Recommendation System 30 How Computers Know What We Want — Before We Do
  30. Slope One
  31. Collaborative Filtering for Orkut Communities
  32. Efficient K-Nearest Neighbor Graph Construction for Generic Similarity Measures
  33. SlideShare: Algorithmic Music Recommendations at Spotify
  34. SlideShare: Music Recommendations at Scale with Spark
  35. Giving Away Our Recommendation Engine for Free
  36. Collaborative Filtering
  37. Kaggle: CarrerBuilder Post Mortem – What data did you use?
  38. LinkedIn Publications
  39. Building the Next New York Times Recommendation Engine
  40. Research on Recommendation System
  41. A Unified Approach to Building Hybrid Recommender Systems
  42. Recommender System Algorithms

Companies

  1. SuggestIO
  2. DirectedEdge
  3. PredictionIO

Big Data Resources

  1. Hortonworks: Hadoop Tutorials
  2. Apache Mahout Tutorials
  3. Awesome Hadoop
  4. Awesome BigData
  5. Cloudera’s Blog
  6. Hortonworkd’s Blog
  7. Analyzing Big Data with Twitter