KI 2011: Advances in Artificial Intelligence 34th Annual German
This book constitutes the refereed proceedings of the 34th Annual German Conference on Artificial Intelligence, KI 2011, held in Berlin, Germany, in October 2011. The 32 revised full papers presented together with 3 invited talks were carefull
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LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany
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Joscha Bach Stefan Edelkamp (Eds.)
KI 2011:Advances in Artificial Intelligence 34th Annual German Conference on AI Berlin, Germany, October 4-7, 2011 Proceedings
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Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Joscha Bach Humboldt-University of Berlin Berlin School of Mind and Brain Unter den Linden 6, 10099 Berlin, Germany E-mail: [email protected] Stefan Edelkamp University of Bremen Faculty 3, Mathematics and Computer Science P.O. Box 33 04 40, 28334 Bremen, Germany E-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-24454-4 e-ISBN 978-3-642-24455-1 DOI 10.1007/978-3-642-24455-1 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2011936978 CR Subject Classification (1998): I.2, H.4, F.1, H.2.8, I.2.6, H.5.2 LNCS Sublibrary: SL 7 – Artificial Intelligence
© Springer-Verlag Berlin Heidelberg 2011 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. Violations are liable to prosecution under the German Copyright Law. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
The yearly German Conference on Artificial Intelligence is the premier forum for German research in artificial intelligence, and attracts numerous international guests, too. KI 2011, the 34th event of the series, reflected a long-standing tradition, and continued to mirror the trends and developments of the science. The 2011 conference took place in Berlin during October 4–7, in co-location with INFORMATIK 2011, the 41st Annual Meeting of the Gesellschaft f¨ ur Informatik, and MATES 2011, the 9th German Conference on Multi-Agent System Technologies. Since its inception, artificial intelligence has been at the vanguard of computer science, and today, its applications and methods have become so widespread and ubiquitous that most people simply take them for granted. Its contributions have so thoroughly permeated the fabric of our digital lives that they
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