mahout_collaborative_filtering

I went through examples of clustering and collaborative filtering using Mahout in Action. The code is all in java which required me to use the Intellij IDE. I also set up a development Hadoop distribution, but as of yet have not been able to interact with it from the IDE

Recommendaton Algorithms-

1. GenericUserBasedRecommender- user based similarity metric, neighborhood definition and size

2. GenericItemBasedRecommender- Item similarity metric

a.PearsonCorrelationSimilarity

b.EuclideanDistanceSimilarity

c.TanimotoCoefficientSimilarity

d.LogLikelihoodSimilarity

3. SlopeOneRecommender

4. SVD Recommender

5. KnnItemBasedRecommender

6. TreeClusteringRecommender

Clustering Algorithms