Autonomous Intelligent Systems: Agents and Data Mining Internati

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Subseries of Lecture Notes in Computer Science

3505

Vladimir Gorodetsky Jiming Liu Victor A. Skormin (Eds.)

Autonomous Intelligent Systems: Agents and Data Mining International Workshop, AIS-ADM 2005 St. Petersburg, Russia, June 6-8, 2005 Proceedings

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Series Editors Jaime G. Carbonell, Carnegie Mellon University, Pittsburgh, PA, USA Jörg Siekmann, University of Saarland, Saarbrücken, Germany Volume Editors Vladimir Gorodetsky St. Petersburg Institute for Informatics and Automation 39, 14-th Liniya, St. Petersburg, 199178, Russia E-mail: [email protected] Jiming Liu Hong Kong Baptist University, Kowloon Tong, Hong Kong E-mail: [email protected] Victor A. Skormin Binghamton University, Watson School of Engineering Binghamton, NY 13902, USA E-mail: [email protected]

Library of Congress Control Number: 2005926661

CR Subject Classification (1998): I.2, H.2.8, H.4, H.3, C.2.4 ISSN ISBN-10 ISBN-13

0302-9743 3-540-26164-8 Springer Berlin Heidelberg New York 978-3-540-26164-3 Springer 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. Violations are liable to prosecution under the German Copyright Law. Springer is a part of Springer Science+Business Media springeronline.com © Springer-Verlag Berlin Heidelberg 2005 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper SPIN: 11492870 06/3142 543210

Preface

This volume contains the papers presented at the International Workshop “Autonomous Intelligent Systems: Agents and Data Mining” (AIS-ADM 2005) held in St. Petersburg, Russia, during June 6–8, 2005. The workshop was organized by the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS) in cooperation with Binghamton University (SUNY, USA) and the Web Intelligence Consortium. Autonomous Intelligent Systems (AIS) constitute an emerging class of intelligent information systems integrating recent advances in various technologies of Artificial Intelligence. Modern AIS incorporate multi-agent and data mining systems providing a new dimension for further progress in intelligent information technology. AIS-ADM 2005 provided an international forum to multi-agent and data mining researchers. A total of 29 papers from 15 countries relating to various aspects of both theory and applications of multi-agent systems, data mining and their joint area were submitted to AIS-ADM 2005. Out of them 17 were selected as regular presentations. Three technical sessions were organized, namely: Integr