Enabling Real-Time Business Intelligence International Workshops, BI
This book constitutes the thoroughly refereed conference proceedings of the 7th International Workshop on Business Intelligence for the Real-Time Enterprise, BIRTE 2013, held in Riva del Garda, Italy, in August 2013 and of the 8th International Workshop o
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Malu Castellanos Umeshwar Dayal Torben Bach Pedersen Nesime Tatbul (Eds.)
Enabling Real-Time Business Intelligence International Workshops, BIRTE 2013 Riva del Garda, Italy, August 26, 2013, and BIRTE 2014 Hangzhou, China, September 1, 2014, Revised Selected Papers
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Lecture Notes in Business Information Processing Series Editors Wil van der Aalst Eindhoven Technical University, Eindhoven, The Netherlands John Mylopoulos University of Trento, Povo, Italy Michael Rosemann Queensland University of Technology, Brisbane, QLD, Australia Michael J. Shaw University of Illinois, Urbana-Champaign, IL, USA Clemens Szyperski Microsoft Research, Redmond, WA, USA
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More information about this series at http://www.springer.com/series/7911
Malu Castellanos Umeshwar Dayal Torben Bach Pedersen Nesime Tatbul (Eds.) •
•
Enabling Real-Time Business Intelligence International Workshops, BIRTE 2013 Riva del Garda, Italy, August 26, 2013, and BIRTE 2014 Hangzhou, China, September 1, 2014 Revised Selected Papers
123
Editors Malu Castellanos Hewlett-Packard Palo Alto USA
Torben Bach Pedersen Aalborg University Aalborg Denmark
Umeshwar Dayal Hitachi Laboratories Santa Clara, CA USA
Nesime Tatbul Intel Labs and MIT Cambridge, MA USA
ISSN 1865-1348 ISSN 1865-1356 (electronic) Lecture Notes in Business Information Processing ISBN 978-3-662-46838-8 ISBN 978-3-662-46839-5 (eBook) DOI 10.1007/978-3-662-46839-5 Library of Congress Control Number: 2015938085 Springer Heidelberg New York Dordrecht London © Springer-Verlag Berlin Heidelberg 2015 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. Printed on acid-free paper Springer-Verlag GmbH Berlin Heidelberg is part of Springer Science+Business Media (www.springer.com)
Preface
In today’s competitive and highly dynamic environment, analyzing data to understand how the business is performing, and to predict outcomes and trends have become critical. The traditional approach to reporting is no longer adequate. Instead users now demand easy-to-