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Aastha jain linkedin 27 aug 2012
1.
Multi domain recommendation
system
2.
User characterization by
item preferences Movies Books John likes: Mary likes:
3.
User characterization by
item preferences Movies Books John likes: Mary likes: I like:
4.
User characterization by
item preferences Movies Books John likes: Mary likes: Recommendations: I like:
5.
User characterization by
item preferences Movies Books John likes: Mary likes: I like:
6.
User characterization by
item preferences Movies Books John likes: Mary likes: Recommendations: I like:
7.
Sparse Data (Bad
recommendations): I like:
8.
Sparse Data (Bad
recommendations): I like: Recommendations:
9.
Content-based information: I like:
Recommendations:
10.
Quantitative Improvement Method
Percentage Accuracy Pure Collaborative filtering 63.2% Hybrid 76.4%
11.
Aastha Jain
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