The "recommended for you" feature seems to work on tags. Now imagine you rated, bought or downloaded a game that has a tag among many that might not be quite accurate or only be a minor aspect of that game. And now imagine being bombarded with lots of games in the "recommended for you" that have this tag as their main feature.
I for one would welcome the ability to exclude or remove a tag that has sneaked into my recommended tag list. Just like I can tell Amazon to ignore a product for recommendations (if I buy medical products for my granny, I do not want to see ads for those...)