Progress in Discovery Science Final Report of the Japanese Dicso
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Lecture Notes in Computer Science Edited by G. Goos, J. Hartmanis and J. van Leeuwen
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Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Tokyo
Setsuo Arikawa Ayumi Shinohara (Eds.)
Progress in Discovery Science Final Report of the Japanese Dicsovery Science Project
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Series Editors Jaime G. Carbonell,Carnegie Mellon University, Pittsburgh, PA, USA J¨org Siekmann, University of Saarland, Saarbr¨ucken, Germany Volume Editors Setsuo Arikawa Ayumi Shinohara Kyushu University Department of Informatics 6-10-1 Hakozaki, Higashi-ku, Fukuoka 812-8581, Japan E-mail: {arikawa/ayumi}i.kyushu-u.ac.jp
Cataloging-in-Publication Data applied for Die Deutsche Bibliothek - CIP-Einheitsaufnahme Progress in discovery science : final report of the Japanese discovery science project ; Setsuo Arikawa ; Ayumi Shinohara (ed.). Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London ; Milan ; Paris ; Tokyo : Springer, 2002 (Lecture notes in computer science ; 2281 : Lecture notes in artificial intelligence) ISBN 3-540-43338-4
CR Subject Classification (1998): I.2, H.2.8, H.3, G.3, F.2.2, I.5, J.1, J.2 ISSN 0302-9743 ISBN 3-540-43338-4 Springer-Verlag 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-Verlag. Violations are liable for prosecution under the German Copyright Law. Springer-Verlag Berlin Heidelberg New York a member of BertelsmannSpringer Science+Business Media GmbH http://www.springer.de © Springer-Verlag Berlin Heidelberg 2002 Printed in Germany Typesetting: Camera-ready by author, data conversion by Steingr¨aber Satztechnik GmbH Printed on acid-free paper SPIN 10846270 06/3142 543210
Preface This volume contains the research reports of the Discovery Science project in Japan (No. 10143106), in which more than 60 scientists participated. It was a three-year project sponsored by Grant-in-Aid for Scientific Research on Priority Areas from the Ministry of Education, Culture, Sports, Science, and Technology (MEXT) of Japan. This project mainly aimed to (1) develop new methods for knowledge discovery, (2) install network environments for knowledge discovery, and (3) establish Discovery Science as a new area of study in Computer Science / Artificial Intelligence. In order to attain these aims we set up five groups for studying the following research areas: (A) Logic for/of Knowledge Discovery (B) Knowledge Discovery by Inference/Reasoning (C) Knowledge Discovery Based on Computational Learning Theory (D) Knowledge Discovery in Huge Databases and Data Mining (E) Knowledge Discovery in Network Environments These rese
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