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Multi domain recommendation system

Aastha jain linkedin 27 aug 2012

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Page 1: Aastha jain linkedin 27 aug 2012

Multi domain recommendation system

aastha
Page 2: Aastha jain linkedin 27 aug 2012

User characterization by item preferences

John likes:

I like:

Recommendations:

Mary likes:

Recommendations:

Movies Books

Page 3: Aastha jain linkedin 27 aug 2012

Sparse Data (Bad recommendations):

I like: Recommendations:

Page 4: Aastha jain linkedin 27 aug 2012

Content-based information:

I like: Recommendations:

Page 5: Aastha jain linkedin 27 aug 2012

Aastha Jain