Discovery Science 20th International Conference, DS 2017, Kyoto, Jap

This book constitutes the proceedings of the 20th International Conference on Discovery Science, DS 2017, held in Kyoto, Japan, in October 2017, co-located with the International Conference on Algorithmic Learning Theory, ALT 2017. The 18 revised full pap

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Akihiro Yamamoto Takuya Kida Takeaki Uno Tetsuji Kuboyama (Eds.)

Discovery Science 20th International Conference, DS 2017 Kyoto, Japan, October 15–17, 2017 Proceedings

123

Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science

LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany

LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany

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More information about this series at http://www.springer.com/series/1244

Akihiro Yamamoto Takuya Kida Takeaki Uno Tetsuji Kuboyama (Eds.) •



Discovery Science 20th International Conference, DS 2017 Kyoto, Japan, October 15–17, 2017 Proceedings

123

Editors Akihiro Yamamoto Kyoto University Kyoto Japan

Takeaki Uno National Institute of Informatics Tokyo Japan

Takuya Kida Hokkaido University Sapporo Japan

Tetsuji Kuboyama Gakushuin University Tokyo Japan

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-67785-9 ISBN 978-3-319-67786-6 (eBook) DOI 10.1007/978-3-319-67786-6 Library of Congress Control Number: 2017953423 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer International Publishing AG 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

The 20th International Conference on Discovery Science (DS 2017) was held in Kyoto, Japan, during October 15–17, 2017. As in previous years, the conference was co-located with the International Conference on Algorithmic Learning Theory (ALT 2017), which was already in its 28th year.