Intelligent Information and Database Systems 11th Asian Conference,
The two-volume set LNAI 11431 and 11432 constitutes the refereed proceedings of the 11th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2019, held in Yogyakarta, Indonesia, in April 2019.The total of 124 full papers accepted for
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Ngoc Thanh Nguyen · Ford Lumban Gaol · Tzung-Pei Hong · Bogdan Trawin´ski (Eds.)
Intelligent Information and Database Systems 11th Asian Conference, ACIIDS 2019 Yogyakarta, Indonesia, April 8–11, 2019 Proceedings, Part II
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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
11432
More information about this series at http://www.springer.com/series/1244
Ngoc Thanh Nguyen Ford Lumban Gaol Tzung-Pei Hong Bogdan Trawiński (Eds.) •
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Intelligent Information and Database Systems 11th Asian Conference, ACIIDS 2019 Yogyakarta, Indonesia, April 8–11, 2019 Proceedings, Part II
123
Editors Ngoc Thanh Nguyen Ton Duc Thang University Ho Chi Minh City, Vietnam Wrocław University of Science and Technology Wrocław, Poland Tzung-Pei Hong National University of Kaohsiung Kaohsiung, Taiwan
Ford Lumban Gaol Bina Nusantara University Jakarta, Indonesia Bogdan Trawiński Wrocław University of Science and Technology Wrocław, Poland
ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-030-14801-0 ISBN 978-3-030-14802-7 (eBook) https://doi.org/10.1007/978-3-030-14802-7 Library of Congress Control Number: 2019932916 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer Nature Switzerland AG 2019 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. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
ACIIDS 2019 was the 11th event in a series of international scientific conferences on resear
