Automatic music rating based on listening habits

Posted by marco92w on Stack Overflow See other posts from Stack Overflow or by marco92w
Published on 2010-05-19T18:29:52Z Indexed on 2010/05/19 18:30 UTC
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I've created a Winamp-like music player in Delphi. Not so complex, of course. Just a simple one.

But now I would like to add a more complex feature: Songs in the library should be automatically rated based on the user's listening habits.

This means: The application should "understand" if the user likes a song or not. And not only whether he/she likes it but also how much.

My approach so far (data which could be used):

  • Simply measure how often a song was played per time. Start counting time when the song was added to the library so that recent songs don't have any disadvantage.
  • Measure how long a song was played on average (minutes).
  • Starting a song but directly change to another one should have a bad influence on the ranking since the user didn't seem to like the song.
  • ...

Could you please help me with this problem? I would just like to have some ideas. I don't need the implementation in Delphi.

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