Lecture Notes in Artificial Intelligence
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1 Lecture Notes in Artificial Intelligence 1504 Subseries of Lecture Notes in Computer Science Edited by J. G. Carbonell and J. Siekmann Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis and J. van Leeuwen
2 Sprin er Berlin g Heidelberg New York Barcelona Budapest Hong Kong London Milan Paris Singapore Tokyo
3 Otthein Herzog Andreas Giinter (Eds.) KI-98: Advances in Artificial Intelligence 22nd Annual German Conference on Artificial Intelligence Bremen, Germany, September 15-17, 1998 Proceedings Springer
4 Series Editors Jaime G. Carbonell, Carnegie Mellon University, Pittsburgh, PA, USA J6rg Siekmann, University of Saarland, Saarbrficken, Germany Volume Editors Otthein Herzog Andreas Gtinter Universit~it Bremen, Technologie-Zentrum Informatik Universit~itsallee 22, D Bremen, Germany Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Advances in artificial intelligence : proceedings / KI-98, 22th Annual German Conference on Artificial Intelligence, Bremen, Germany, September 15-17, Otthein Herzog ; Andreas Gtinter (ed.). - Berlin ; Heidelberg ; New York ; Barcelona ; Budapest ; Hong Kong ; London ; Milan ; Paris ; Singapore ; Tokyo : Springer, 1998 (Lecture notes in computer science ; Vol : Lecture notes in artificial intelligence) ISBN CR Subject Classification (1991): 1.2, J.3 ISBN Springer-Verlag Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the German Copyright Law. 9 Springer-Verlag Berlin Heidelberg 1998 Printed in Germany Typesetting: Camera ready by author SPIN / Printed on acid-free paper
5 - Umwelt-Informatik Preface A central aspect of the annual conferences on Artificial Intelligence of the AI chapter of the "Gesellschaft ftir Informatik" is the presentation of research results. Apart from all contributions chosen by the program committee, the present volume additionally contains full papers of four of the six invited talks as well as a compilation of to-date German AI projects, thus presenting a comprehensive survey of AI research in Germany. The 22nd Annual Conference on Artificial Intelligence (KI-98) took place in September 1998 at the University of Bremen and featured predominantly technical papers, six invited talks, 16 workshops with numerous contributions, four applicationoriented user panels, a technical exhibition, and a poster session. With its emphasis on "Methods of Artificial Intelligence in Medicine and Environmental Protection" it was our aim at this conference to illustrate a trend which as such is not new but still developing: as "conventional" methods are not powerful enough, many applications are frequently only made possible by artificial intelligence methods. This fact still constitutes a great opportunity and challenge for the application of these methods. The focus of this conference was further broadened by the combination with the 9 12th International Symposium "Computer Science for Environmental Protection" '98 9 and the 43rd Annual Conference of the "Deutsche Gesellschaft ftir Medizinische Informatik, Biometrie und Epidemiology e.v.". The overlapping of the different conferences with joint workshops, a joint technical exhibition, and invited talks demonstrated as well the synergistic potential of this conference week. The Best-Paper-Award donated by the Springer publishing company was awarded by the program committee to the authors: Dirk H~thnel, Wolfram Burgard, and Gerhard Lakemeyer for their contribution "GOLEX - Bridging the Gap betweet Logic (GOLOG) and a Real Robot". We would like to thank the program committee, the referees, and all those who put considerable effort into the preparation of this conference. Bremen, July 1998 Otthein Herzog Andreas Gtlnter
6 VII 22nd Annual German Conference on Artificial Intelligence (KI-98) Andreas Gtinter, Bremen Conference Chairs Otthein Herzog, Bremen Program Committee Chair Otthein Herzog, Bremen Program Committee Members Hans-Jttrgen Appelrath, Oldenburg Wolfgang Bibel, Darmstadt Siegfried Bocionek, Erlangen Hans-Jttrgen Biarckert, Saarbriicken Hans-Dieter Burkhard, Berlin Armin B. Cremers, Bonn Wolfgang Dilger, Chemnitz Norbert E. Fuchs, Zttrich Ulrich Furbach, Koblenz Gtinter G0rz, Erlangen Eberhard Greiser, Bremen Andreas G0nter, Bremen Hans-Dietrich Haasis, Bremen Werner Horn, Wien Kai von Luck, Hamburg Katharina Morik, Dortmund Bernhard Nebel, Freiburg Bernd Neumann, Hamburg Heinrich Niemann, Erlangen Frank Puppe, Wttrzburg Michael M. Richter, Kaiserlautern Claus Rollinger, Osnabrtick Erik Sandewall, Link0ping Kurt Sundermeyer, Berlin Robert Trappl, Wien Wolfgang Wahlster, SaarbrUcken Thomas Wetter, Heidelberg Workshop Chair Hans-Dieter Burkhard, Berlin Exhibition Chairs Christoph Klauck, Hamburg Ubbo Visser, Bremen Directory of German AI Research Projects Steffen HNldobler, Dresden Enno Sandner, Dresden
7 VIII List of Additional Referees Baumgartner, Peter Beetz, Michael Dellen, Barbara Dix, Jargen Fox, Dieter Gast, Helmar Giesl, Jttrgen Goldmann, Sigrid Hatzack, Wolfgang Haustein, Stefan Holzbaur, Christian Hoos, Holger Ittner, Andreas Joachims, Thorsten Kamp, Vera Khalil, Hesham Klinkenberg, Ralf Kramer, Stefan Lenski, Wolfgang M611er, Ralf MUller, Martin Ronthaler, Marc Sauer, J0rgen Schulz, Dirk Seipel, Dietmar Sperschneider, Volker Stolzenburg, Frieder Strohmaier, Antje Sttitzle, Thomas Volk, Martin Volkath, Ivo Wilke, Wolfgang Wirth, Claus-Peter Zeidler, Jens
8 Table of Contents Invited Papers Ernst P6ppel... 1 Informationsverarbeitung und Wissensgenerierung im Nervensystem Rudolf Kruse and Christian Borgelt... 3 Data Mining with Graphical Models Peter Struss Artificial Intelligence for Nature - Why Knowledge Representation and Problem Solving Should Play a Key Role in Environmental Decision Support John F. Sowa The Infinite Variety of Logics Heinz Jiirgen Mtiller Thinking in Agents Technical Papers - Section 1 Harald Meyer aufm Hofe Finding Regions for Local Repair in Partial Constraint Satisfaction Fritz M~idler and Karsten Knorr Needle's Eyes - A General Decomposition Principle for Practical Uses Stefan Edelkamp and Frank Reffel OBDDs in Heuristic Search Technical Papers - Section 2 Wolfgang Pohl Handling Negative Assumptions in a Generic User Modeling Framework Sascha Ossowski, Ana Garcfa-Serrano and Jos6 Cuena From Theory to Practice in Multiagent System Design: The Case of Structural Co-operation
9 Gerd Stumme Distributive Concept Exploration - A Knowledge Acquisition Tool in Formal Concept Analysis Technical Papers - Section 3 Franz Baader and Ralf Ktisters Computing the Least Common Subsumer and the Most Specific Concept in the Presence of Cyclic ALN- Concept Descriptions Serge Autexier, Heiko Mantel and Werner Stephan Simultaneous Quantifier Elimination Dieter Hutter Deductive Verification of lnvariants of State-Transition Systems Technical Papers - Section 4 Dirk Hahnel, Wolfram Burgard and Gerhard Lakemeyer GOLEX - Bridging the Gap between Logic (GOLOG) and a Real Robot Michael Beetz and Hanno Peters Structured Reactive Communication Plans - Integrating Conversational Actions into High-Level Robot Control Systems Helmut Horacek and Stephan Busemann Towards a Methodology for Developing Application-Oriented Report Generation Technical Papers - Section 5 Ulrike Rhein-Desel and Frank Puppe Concepts for a Diagnostic Critiquing System in Vague Domains
10 XI Alexander Seitz and Adeline M. Uhrmacher The Treatment of Time in a Case-Based Analysis of Experimental Medical Studies Cord Spreckelsen and Klaus Spitzer Formal Representation of Temporal Items of the Diagnostic and Statistic Manual of Mental Disorders Stefan Schulz, Martin Romacker and Udo Hahn Part-Whole Reasoning in Medical Knowledge Bases Using Description Logics Part II Selected German AI Research Projects Selected German AI Research Projects List of Project Contacts Author Index
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