Intelligence and Security Informatics for International Security Inf

On September 11, 2001 the World became cognizant of the security challenges it faces on an international scale. With this awareness a commitment has come from the scientific, engineering, and health communities to help the world meet an array of security

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INTEGRATED SERIES IN INFORMATION SYSTEMS Series Editors

Professor Ramesh Sharda Oklahoma State University

Prof. Dr. Stefan Vorj Universitat Hamburg

Other published titles in the series: E-BUSINESS MANAGEMENT: Integration of Web Technologies with Business Models1 edited by Michael J. Shaw VIRTUAL CORPORATE UNIVERSITIES: A Matrix of Knowledge and Learning for the New Digital DawdWalter R.J. Baets & Gert Van der Linden SCALABLE ENTERPRISE SYSTEMS: An Introduction to Recent Advances1 edited by Vittal Prabhu, Soundar Kumara, Manjunath Kamath LEGAL PROGRAMMING: Legal Compliance for RFID and Software Agent Ecosystems in Retail Processes and Beyond1 Brian Subirana and Malcolm Bain LOGICAL DATA MODELING: What It Is and How To Do It1 Alan Chmura and J. Mark Heumann DESIGNING AND EVALUATING E-MANAGEMENT DECISION TOOLS: The Integration of Decision and Negotiation Models into Internet-Multimedia Technologies1Giampiero E.G. Beroggi INFORMATION AND MANAGEMENT SYSTEMS FOR PRODUCT CUSTOMIZATIONI Blecker, Friedrich, Kaluza, Abdelkafi & Kreutler MEDICAL INFORMATICS: Knowledge Management and Data Mining in Biomedicine/Chen, Fuller, Friedman & Hersh KNOWLEDGE MANAGEMENT AND MANAGEMENT LEARNING: Extending the Horizons of Knowledge-Based Management1 edited by Walter Baets

INTELLIGENCE AND SECURITY INFORMATICS FOR INTERNATIONAL SECURITY Information Sharing and Data Mining

Hsinchun Chen, Ph.D. McClelland Professor of MIS Director, Arti$cial Intelligence Lab and Director, NSF COPLINK Center Management Information Systems Department Eller College of Management, University of Arizona

- Springer

Hsinchun Chen The University of Arizona, USA Library of Congress Control Number: 2005936098 ISBN-10: 0-387-24379-8 (HB) ISBN-13: 978-0387-24379-5(HB)

ISBN-10: 0-387-30332-4 (e-book) ISBN-13: 978-0387-30332-1(e-book)

O 2006 by Springer Science+Business Media, Inc. All rights reserved. This work may not be translated or copied in whole or in part without the written permission of the publisher (Springer Science + Business Media, Inc., 233 Spring Street, New York, NY 10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in connection with any form of information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed is forbidden. The use in this publication of trade names, trademarks, service marks and similar terms, even if they are not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject to proprietary rights.

Printed in the United States of America. 9 8 7 6 5 4 3 2 1

SPIN 11324362

DEDICATION I dedicate this book, with love, to the memory of my father, Kuang-Shen Chen (1933- 1997) and my brother, I-Chun (Jingo) Chen (196 1-2000). This book also owes much to support from my family, in particular, my mom, FuLien; my wife, Hsiao-Hui (Sherry); and my daughter and son, Hillary and Hugh. I would also like to thank the funding agencies, research partners, and all my mentors