Improved techniques for assigning ratings to media assets are disclosed. A rating for a media asset collection can, for example, be determined by examining the ratings of all user-rated media assets in that media asset collection. Additionally or alternately, a rating for media assets in a group of media assets can, for example, be determined by examining the rating of the group of media assets.