Advances in Knowledge Discovery and Data Mining 12th Pacific-Asi

This book constitutes the refereed proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2008, held in Osaka, Japan, in May 2008. The 37 revised long papers, 40 revised full papers, and 36 revised short papers prese

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Subseries of Lecture Notes in Computer Science

5012

Takashi Washio Einoshin Suzuki Kai Ming Ting Akihiro Inokuchi (Eds.)

Advances in Knowledge Discovery and Data Mining 12th Pacific-Asia Conference, PAKDD 2008 Osaka, Japan, May 20-23, 2008 Proceedings

13

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 Takashi Washio Akihiro Inokuchi Osaka University The Institute of Scientific and Industrial Research 8-1 Mihogaoka, Ibaraki, Osaka 567-0047, Japan E-mail: {washio, inokuchi}@ar.sanken.osaka-u.ac.jp Einoshin Suzuki Kyushu University Graduate School of Information Science and Electrical Engineering Department of Informatics 744 Motooka, Nishi, Fukuoka 819-0395, Japan E-mail: [email protected] Kai Ming Ting Monash University Gippsland School of Information Technology Gippsland Campus, Churchill, Victoria 3842, Australia E-mail: [email protected]

Library of Congress Control Number: 2008926516 CR Subject Classification (1998): I.2, H.2.8, H.3, H.5.1, G.3, J.1, K.4 LNCS Sublibrary: SL 7 – Artificial Intelligence ISSN ISBN-10 ISBN-13

0302-9743 3-540-68124-8 Springer Berlin Heidelberg New York 978-3-540-68124-3 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 springer.com © Springer-Verlag Berlin Heidelberg 2008 Printed in Germany Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper SPIN: 12270828 06/3180 543210

Preface

The Pacific-Asia Conference on Knowledge Discovery and DataMining (PAKDD) has been held every year since 1997. PAKDD 2008, the 12th in the series, was held at Osaka, Japan during May 20–23, 2008. PAKDD is a leading international conference in the area of data mining. It provides an international forum for researchers and industry practitioners to share their new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems. This year we received a total of 312 research papers from 34 countries and regions in Asia, Australia, North America, South America, Europe, and Africa. Every submitted