Data Engineering Issues in E-Commerce and Services Second Internatio

Welcome to the second International Workshop on Data Engineering Issues in E-Commerce and Services (DEECS 2006) in conjunction with the 8th IEEE Conference on E-Commerce Technology and the third IEEE Conference on Enterprise Computing, E-Commerce and E-Se

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Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen University of Dortmund, Germany Madhu Sudan Massachusetts Institute of Technology, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Moshe Y. Vardi Rice University, Houston, TX, USA Gerhard Weikum Max-Planck Institute of Computer Science, Saarbruecken, Germany

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Juhnyoung Lee Junho Shim Sang-goo Lee Christoph Bussler Simon Shim (Eds.)

Data Engineering Issues in E-Commerce and Services Second International Workshop, DEECS 2006 San Francisco, CA, USA, June 26, 2006 Proceedings

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Volume Editors Juhnyoung Lee IBM T. J. Watson Research Center, USA E-mail: [email protected] Junho Shim Sookmyung Women’s University, Seoul, Korea E-mail: [email protected] Sang-goo Lee Seoul National University, Seoul, Korea E-mail: [email protected] Christoph Bussler Cisco Systems, Inc., USA E-mail: [email protected] Simon Shim San Jose State University, USA E-mail: [email protected]

Library of Congress Control Number: 2006927371 CR Subject Classification (1998): H.4, K.4.4, J.1, H.3, H.2, K.5 LNCS Sublibrary: SL 3 – Information Systems and Application, incl. Internet/Web and HCI ISSN ISBN-10 ISBN-13

0302-9743 3-540-35440-9 Springer Berlin Heidelberg New York 978-3-540-35440-6 Springer Berlin Heidelberg New York

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Preface

Welcome to the second International Workshop on Data Engineering Issues in E-Commerce and Services (DEECS 2006) in conjunction with the 8th IEEE Conference on E-Commerce Technology and the third IEEE Conference on Enterprise Computing, E-Commerce and E-Services. The purpose of the DEECS workshop is to provide an annual forum for exchange of state-of-the-art research and developme