8. The method of claim 7 , wherein identifying the set of additional items comprises identifying the additional items from item relationship data, the item relationship data comprising item-to-item similarity mappings.
9. The method of claim 8 , further comprising generating the item-to-item similarity mappings, at least in part, by analyzing aggregated tag-item association data of a plurality of users to detect tag-based item similarities.