You can define the list of columns involved in the bitmap join index. These columns proceed from the different dimension tables linked to the base table.
When you create a bitmap join index manually, you have to select columns using the list of columns in the bitmap index property sheet.
When you create a bitmap join index using the rebuild join index feature, the list of columns is initialized with all columns of the tables involved in the join except foreign keys.