Data Management Technologies and Applications PDF
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Joaquim Filipe Jorge Bernardino Christoph Quix (Eds.) Communications in Computer and Information Science 814 Data Management Technologies and Applications 6th International Conference, DATA 2017 Madrid, Spain, July 24–26, 2017 Revised Selected Papers 123 Communications in Computer and Information Science 814 Commenced Publication in 2007 Founding and Former Series Editors: Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Phoebe Chen La Trobe University, Melbourne, Australia Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Joaquim Filipe Jorge Bernardino (cid:129) Christoph Quix (Eds.) Data Management Technologies and Applications 6th International Conference, DATA 2017 – Madrid, Spain, July 24 26, 2017 Revised Selected Papers 123 Editors Joaquim Filipe Christoph Quix INSTICC RWTH Aachen University Polytechnic Institute ofSetúbal Aachen Setúbal Germany Portugal Jorge Bernardino University of Coimbra Coimbra Portugal ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-3-319-94808-9 ISBN978-3-319-94809-6 (eBook) https://doi.org/10.1007/978-3-319-94809-6 LibraryofCongressControlNumber:2018947371 ©SpringerInternationalPublishingAG,partofSpringerNature2018 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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 storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbytheregisteredcompanySpringerInternationalPublishingAG partofSpringerNature Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface The present book includes extended and revised versions of a set of selected papers from the 6th International Conference on Data Science, Technology and Applications (DATA 2017), held in Madrid, Spain, during July 24–26. Wereceived66papersubmissionsfrom28countries,ofwhich18%areincludedin thisbook.Thepaperswereselectedbytheeventchairsandtheirselectionisbasedona number of criteria that include the classifications and comments provided by the Program Committee members, the session chairs’ assessment, and also the program chairs’ global view of all papers included in the technical program. The authors of selected papers were then invited to submit a revised and extended version of their papers having at least 30% innovative material. The purpose of the DATA 2017 was to bring together researchers, engineers, and practitioners interested in databases, big data, data mining, data management, data security,andotheraspectsofinformationsystemsandtechnologyinvolvingadvanced applications of data. The papers selected to be included in this book contribute to the understanding of relevant trends of current research on data science, technology, and applications, including four papers addressing the hot topic of business analytics, focusing on data mining, machine learning, and other approaches to understanding the semantics and formulating models that can be used to better solve problems in areas such as natural language understanding and e-Business; another five papers focused on data man- agement and quality, with applications as varied as rail automation, cultural heritage preservation, learning management systems, e-sports, and cloud storage; finally, three papers approached the important aspect of data security and privacy, including graph database versioning, avoiding access credentials theft using server side database credentials, and improving privacy using personalized anonymization of database query results. Wewouldliketothankalltheauthorsfortheircontributionsandalsothereviewers who helped ensure the quality of this publication. July 2017 Joaquim Filipe Jorge Bernardino Christoph Quix Organization Conference Chair Joaquim Filipe Polytechnic Institute of Setúbal/INSTICC, Portugal Program Co-chairs Jorge Bernardino Polytechnic Institute of Coimbra, ISEC, Portugal Christoph Quix Fraunhofer FIT and RWTH Aachen University, Germany Program Committee James Abello Rutgers, The State University of New Jersey, USA Muhammad Abulaish South Asian University, India Hamideh Afsarmanesh University of Amsterdam, The Netherlands Abdulrahman Alarifi King Abdulaziz City for Science and Technology, Saudi Arabia Mansour Alsaleh King Abdulaziz City for Science and Technology, Saudi Arabia Christos Anagnostopoulos University of Glasgow, UK Theodoros Ordnance Survey, UK Anagnostopoulos Nicolas Anciaux Inria Paris-Rocquencourt, France Keijiro Araki Kyushu University, Japan Avi Arampatzis Democritus University of Thrace, Greece Bernhard Bauer University of Augsburg, Germany Fevzi Belli Izmir Institute of Technology, Turkey Karim Benouaret Université Claude Bernard Lyon 1, France Leopoldo Bertossi Carleton University, Canada Gloria Bordogna CNR, National Research Council, Italy Francesco Buccafurri University of Reggio Calabria, Italy Yixiang Chen Software Engineering Institute, China Byron Choi Hong Kong Baptist University, SAR China Stefan Conrad Heinrich Heine University of Düsseldorf, Germany Agostino Cortesi Università Ca’ Foscari di Venezia, Italy Gianni Costa ICAR-CNR, Italy Theodore Dalamagas Athena Research and Innovation Center, Greece Bruno Defude Institut Mines Telecom, France Steven Demurjian University of Connecticut, USA Martin Drlik Constantine the Philosopher University in Nitra, Slovak Republic VIII Organization Fabien Duchateau Université Claude Bernard Lyon 1/LIRIS, France John Easton University of Birmingham, UK Todd Eavis Concordia University, Canada Tapio Elomaa Tampere University of Technology, Finland Mohamed Y. Eltabakh Worcester Polytechnic Institute, USA Markus Endres University of Augsburg, Germany João C. Ferreira ISCTE, Portugal Sergio Firmenich Universidad Nacional de La Plata, Argentina Francesco Folino ICAR-CNR, Italy Hamido Fujita Iwate Prefectural University, Japan Javier Fernández García ViennaUniversityofEconomicsandBusiness,Austria Jérôme Gensel Université Grenoble Alpes, France Paola Giannini University of Piemonte Orientale, Italy Giorgos Giannopoulos Athena Research and Innovation Center, Greece J. Paul Gibson Mines-Telecom, Telecom SudParis, France Boris Glavic Illinois Institute of Technology Chicago, USA Janis Grabis Riga Technical University, Latvia Aziz Guergachi Ryerson University, ITM, Canada Mena Habib Maastricht University, The Netherlands Raju Halder Indian Institute of Technology Patna, India Slimane Hammoudi ESEO, MODESTE, France Andreas Henrich University of Bamberg, Germany Tsan-Sheng Hsu Institute of Information Science, Academia Sinica, Taiwan Ivan Ivanov SUNY Empire State College, USA Wang Jianmin Tsinghua University, China Christos Kalloniatis University of the Aegean, Greece Konstantinos Kalpakis University of Maryland Baltimore County, USA Dimitris Karagiannis University of Vienna, Austria Pawel Kasprowski Silesian University of Technology, Poland Maurice van Keulen University of Twente, The Netherlands Masaru Kitsuregawa The University of Tokyo/National Institute of Informatics, Japan Kostas Kolomvatsos University of Thessaly, Greece Martin Krulis Charles University, Czech Republic Vladimir Kurbalija University of Novi Sad, Serbia Jean-Charles Lamirel LORIA, University of Strasbourg, France Konstantin Läufer Loyola University Chicago, USA Dominique Laurent Cergy-Pontoise University, ENSEA, France Raimondas Lencevicius Nuance Communications, USA Haikun Liu Huazhong University of Science and Technology, China Christos Makris University of Patras, Greece Yannis Manolopoulos Aristotle University, Greece Yuexin Mao Deloitte Consulting, USA Miguel A. Martínez-Prieto University of Valladolid, Spain Organization IX Weiyi Meng Binghamton University, USA Dimitris Mitrakos Aristotle University of Thessaloniki, Greece Bernhard Mitschang Universität Stuttgart, Germany Yasser Mohammad Assiut University, Egypt Stefano Montanelli Università degli Studi di Milano, Italy Bongki Moon Seoul National University, South Korea Mikhail Moshkov KAUST, Saudi Arabia Josiane Mothe Université de Toulouse, France Dariusz Mrozek Silesian University of Technology, Poland Richi Nayak Queensland University of Technology, Australia Erich Neuhold University of Vienna, Austria Anne Hee Hiong Ngu Texas State University-San Marcos, USA Antonino Nocera University of Reggio Calabria, Italy Paulo Novais Universidade do Minho, Portugal Boris Novikov Saint Petersburg University, Russian Federation Riccardo Ortale ICAR-CNR, Italy Vincenzo Pallotta HEIG-VD (Swiss Applied Science University, Vaud), Switzerland Jisha Jose Panackal Sacred Heart College, Chalakudy, India George Papastefanatos Athena Research and Innovation Center, Greece José R. Paramá Universidade da Coruña, Spain Jeffrey Parsons Memorial University of Newfoundland, Canada Barbara Pernici Politecnico di Milano, Italy Iulian Sandu Popa University of Versailles Saint-Quentin-en-Yvelines and Inria Saclay, France Nirvana Popescu University Politehnica of Bucharest, Romania Philippe Pucheral University of Versailles Saint-Quentin en Yvelines, France Elisa Quintarelli Politecnico di Milano, Italy Christoph Quix Fraunhofer FIT and RWTH Aachen University, Germany Paraskevi Raftopoulou University of the Peloponnese, Greece Praveen Rao University of the Missouri-Kansas City, USA Alexander Rasin DePaul University, USA Kun Ren Yale University, USA Werner Retschitzegger Johannes Kepler University, Austria Peter Revesz University of Nebraska-Lincoln, USA Colette Rolland Université De Paris 1 Panthèon Sorbonne, France Gustavo Rossi Lifia, Argentina Gunter Saake Institute of Technical and Business Information Systems, Germany Dimitris Sacharidis Technische Universität Wien, Austria Manuel Filipe Santos Centro ALGORITMI, University of Minho, Portugal Ralf Schenkel University of Trier, Germany Diego Seco University of Concepción, Chile Nematollaah Shiri Concordia University, Canada X Organization Marius Calin Silaghi Florida Institute of Technology, USA Alkis Simitsis HP Labs, USA Krishnamoorthy Sivakumar Washington State University, USA Spiros Skiadopoulos University of the Peloponnese, Greece Yeong-Tae Song Towson University, USA Sergey Stupnikov IPI RAN, Russian Federation Zbigniew Suraj University of Rzeszow, Poland George Tambouratzis Institute for Language and Speech Processing, Greece Neamat El Tazi Cairo University, Egypt Paolo Terenziani Università del Piemonte Orientale, Italy Catarci Tiziana Università degli Studi di Roma La Sapienza, Italy Christos Tryfonopoulos University of the Peloponnese, Greece Michael Vassilakopoulos University of Thessaly, Greece Thanasis Vergoulis Athena Research and Innovation Center, Greece Karin Verspoor University of Melbourne, Australia José Ríos Viqueira Universidade de Santiago de Compostela, Spain Gianluigi Viscusi EPFL Lausanne, Switzerland Robert Viseur UMons Polytech, Belgium Hannes Voigt TU Dresden, Germany Florian Wenzel EXASOL, Germany Leandro Krug Wives Universidade Federal do Rio Grande do Sul, Brazil Yun Xiong Fudan University, China Filip Zavoral Charles University Prague, Czech Republic Xiaokun Zhang Athabasca University, Canada Jiakui Zhao State Grid Information and Telecommunication Group of China, China Additional Reviewers George Alexiou R.C. Athena, Greece Iván García Miranda University of Valladolid, Spain Maria Sideri University of the Aegean, Greece Nikolaos Tantouris University of Vienna, Austria Selma Tekir Izmir Institute of Technology, Turkey Michael Walch University of Vienna, Austria Konstantinos Zagganas University of the Peloponnese, Greece Invited Speakers Torben Bach Pedersen Aalborg University, Denmark Francesco Bonchi ISI Foundation, Italy Stefano Ceri Politecnico di Milano, Italy Andreas Holzinger Medical University Graz, Austria
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