Cleaning Wooden Kitchen Floor Tiles?

I have tiles which get dirty very fast, so it is really important to keep it clean and maintain it or else it will become so dirty that bringing back its sheen will become impossible. Any suggestions for keeping them clean?

By Mable Macaulay