TF.IDF
✤ Suggest tags that have a high TF.IDF weight in the item
✤ Only works for textual items
• Classification
✤ Train binary classifier for each tag
✤ Performs well for popular tags, but not as well for rare tags
• Maximal marginal relevance
✤ Finds tags that are relevant to the item and novel with
respect to existing tags