15. The system of claim 14 , wherein the item-to-item similarity mappings are based, at least in part, on tag-based item similarities detected by analyzing aggregated tag data of a population of users.
14. The system of claim 12 , wherein the set of additional related items are related to the catalog items based at least partly on item-to-item similarity mappings.