An apparatus, a computer program and a computerized method for determining constituent words of a compound word are provided. Constituent words constitute a compound word. When the constituent words comply to split decision criteria then the constituent words can be used in a separate form. The separate form of the constituent words is used in the search to retrieve the related documents from the document collection.