Certain songs come up too often in shuffle

[paul47]

Is there a reason for this? It's not because of duplicate songs. I get the feeling that because particular songs have been played often in the past that they come up more often. I don't like that, makes me sick of the song. I also get the feeling that a lot of the songs I've saved to my playlists never get played.