This paper presents an approach to improve document based information
systems using Artificial Intelligence techniques. The basic element of
the system is a dynamic thesaurus, which is adapted to a specific gro
up of documents. Generation and maintenance of this thesaurus are (par
tially) automated by means of a knowledge acquisition tool, that uses
both, analysis of documents and user knowledge. This requires an exten
ded thesaurus concept, which defines the thesaurus as a data structure
for knowledge representation. A Graphical User Interface (GUI) makes
the thesaurus easily accesible for the user.