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From Guangwei Yuan <>
Subject Recommendation system
Date Thu, 19 Nov 2009 17:35:40 GMT

We have an interesting and we guess common machine learning problem.

Polyvore (the company I work for) has a few million products in its index.
For each product we have the following information:

- keywords extracted from title, description, tags
- other meta information like colors, brand, site, price, etc...
- user information, for example which users saved this product
- CTR data from interaction of users with products on our site.

We want to build a recommendation system on top of this data.  We are
considering using Solr or Mahout (on EMR) to implement this system.

If this is a project that you might be interested in helping us with, please
drop me a line ( <>).  We have a
$10K budget for the initial implementation.


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