Spotify does have a dislike button on their recommendation playlists and also, Spotify's recommendations engine is by far the best that have ever been on the market. It managed to discover new artists that I'd have never found unless I lost several dozen hours on Discogs. The important part is to train recommendation playlist accordingly.