Shamkant B. Navathe · Weili Wu Shashi Shekhar · Xiaoyong Du X. Sean Wang · Hui Xiong (Eds.) 2 4 6 Database Systems 9 S C for Advanced Applications N L 21st International Conference, DASFAA 2016 Dallas, TX, USA, April 16–19, 2016 Proceedings, Part I 123 Lecture Notes in Computer Science 9642 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7409 Shamkant B. Navathe Weili Wu (cid:129) Shashi Shekhar Xiaoyong Du (cid:129) X. Sean Wang Hui Xiong (Eds.) (cid:129) Database Systems for Advanced Applications 21st International Conference, DASFAA 2016 – Dallas, TX, USA, April 16 19, 2016 Proceedings, Part I 123 Editors ShamkantB. Navathe Xiaoyong Du Georgia Institute of Technology Renmin University Atlanta, GA Beijing USA China Weili Wu X.SeanWang University of Texas atDallas FudanUniversity Richardson, TX Shanghai USA China ShashiShekhar HuiXiong University of Minnesota Rutgers,TheStateUniversityofNewJersey Minneapolis, MN NewBrunswick, NJ USA USA ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-32024-3 ISBN978-3-319-32025-0 (eBook) DOI 10.1007/978-3-319-32025-0 LibraryofCongressControlNumber:2016934671 LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI ©SpringerInternationalPublishingSwitzerland2016 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. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland Preface Welcometotheproceedingsofthe21stInternationalConferenceonDatabaseSystemsfor Advanced Applications (DASFAA)! The DASFAA conference is held in varying loca- tionsthroughouttheworld,andthe2016DASFAAconferencewasheldinDallas,Texas, USA.DASFAAisanannualinternationaldatabaseconference,whichshowcasesstate-of- the-artR&Dactivitiesindatabasesystemsandtheirapplications.Itprovidesaforumfor technicalpresentationsanddiscussionsamongdatabaseresearchers,developers,andusers fromacademia,business,andindustry. TheDASFAAconferenceistrulyaninternationalforum.Duringits21-yearhistory, the conference has been held in more than 12 countries around the world. This year’s conference continued this global trend: Our Organizing and Program Committee (PC) members represent 10 countries, and authors submitted papers from 24 different countries/regions. This year’s conference was competitive. A total of 183 papers were submitted for review. Each paper was reviewed by at least three PC members (except for a few reviewed by two PC members) and the selection was made on the basis of discussion amongthereviewersandtheprogramco-chairs.Thisyear,61paperswereacceptedfor presentation,representinganacceptancerateofabout33%.Inkeepingwiththegoalof advancing the state of the art in databases, paper topics span numerous active and emerging topic areas including big data, crowdsourcing, Web applications, cloud data management, data archive and digital library, data mining, data model and query language,dataqualityandcredibility,datasemanticsanddataintegration,datastreams and time-series data, data warehouse and OLAP, databases for emerging hardware, database usability and HCI, graph data management, index and storage systems, information extraction and summarization, multimedia databases, parallel, distributed and P2P systems, probabilistic and uncertain data, query processing and optimization, real-timedatamanagement,recommendationsystems,searchandinformationretrieval, security and privacy, Semantic Web and knowledge management, sensor data man- agement, social network analytics, statistical and scientific databases, temporal and spatial databases, transaction management, Web information systems, and XML and semi-structured data. Reviewingandselectingpapersfromsuchalargesetofresearchgroupsrequiredthe coordinated effort of many individuals. We want to thank all 83 members of the Program Committee and 90 external reviewers, who provided insightful feedback to the authors and helped with this selection process. In addition to the technical pre- sentations, our program also included two invited speakers: Aidong Zhang, Jian Pei and 10-year best paper “Probabilistic Similarity Join on Uncertain Data” which appeared in DASFAA 2006 (written by Hans-Peter Kriegel, Peter Kunath, Martin Pfeifle, Matthias Renz). In addition, a set offour workshops completed the program. VI Preface Organizing the DASFAA 2016 program required the time and expertise of numerous contributors. We are grateful for the tremendous help of Hong Gao, Jinho Kim,andYasushiSakurai,whoorganizedtheworkshops,ShaojieTang,whowasthis year’s publication chair, Ming Wang and Jun Liang, who organized the indusrial/ practitioners track, Latifur Khan, Lidong Wu, and Dingzhu Du, who served as local organizationco-chairs,SangWonLee,JinSoungYoo,andJiaofeiZhong,whoserved aspublicityco-chairs,JingYuan,whoservedastheregistrationchair,andLeiCuiand Jing Yuan, who served as webmasters. In addition, the guidance of the Steering Committee liaison, Xiaofang Zhou, was invaluable throughout each step of the con- ference organization and we thank him for his tireless efforts as well. Finally, we thank the DASFAA community for their support of this international conference.WehopeyouenjoytheDASFAAconferenceandthatyouareinspiredby the ideas found in these papers. January 2016 Shamkant B. Navathe Weili Wu Shashi Shekhar Xiaoyong Du X. Sean Wang Hui Xiong Organization Organizing Committee General Co-chairs Shamkant B. Navathe Georgia Tech, USA Weili Wu University of Texas at Dallas, USA Shashi Shekhar University of Minnesota, USA Program Committee Co-chairs Xiaoyong Du Renmin University, China X. Sean Wang Fudan University, China Hui Xiong Rutgers, The State University of New Jersey, USA Workshop Co-chairs Hong Gao Harbin Institute of Technology, China Jinho Kim Kangwon National University, South Korea Yasushi Sakurai Kumamoto University, Japan Industrial/Practitioners Track Co-chairs Ming Wang Google, USA Jun Liang SAP, USA Publication Co-chair Shaojie Tang University of Texas at Dallas, USA Local Organization Co-chairs Latifur Khan University of Texas at Dallas, USA Lidong Wu University of Texas at Tyler, USA Dingzhu Du University of Texas at Dallas, USA VIII Organization Publicity Co-chairs Sang Won Lee Sungkyunkwan University, Korea Jin Soung Yoo Indiana University - Purdue University Fort Wayne, USA Jiaofei Zhong California State University, USA Registration Chair Jing Yuan University of Texas at Dallas, USA Webmasters Lei Cui University of Texas at Dallas, USA Jing Yuan University of Texas at Dallas, USA Steering Committee Liaison Xiaofang Zhou University of Queensland, Australia Program Committee Toshiyuki Amagasa University of Tsukuba, Japan Spiridon Bakiras John Jay College, CUNY, USA Zhifeng Bao RMIT University, Australia Boualem Benatallah University of New South Wales, Australia Zhipeng Cai Georgia State University, USA K. Selcuk Candan Arizona State University, USA Jianneng Cao Institute for Infocomm Research, A* Singapore Varun Chandola State University of New York at Buffalo, USA Lei Chen Hong Kong University of Science and Technology, SAR China Yi Chen New Jersey Institute of Technology, USA James Cheng Chinese University of Hong Kong, SAR China Reynold Cheng The University of Hong Kong, SAR China Bin Cui Peking University, China Ugur Demiryurek University of Southern California, USA Prasad Deshpande IBM Research, India Bowen Du Beihang University, China Hong Gao Harbin Institute of Technology, China Yunjun Gao College of Computer Science, Zhejiang University, China Yong Ge The University of North Carolina at Charlotte, USA Vikram Goyal IIIT-Delhi, India Le Gruenwald The University of Oklahoma, USA Ralf Hartmut Güting Fernuniversität Hagen, Germany Takahiro Hara Graduate School of Information Science and Technology, Osaka University, Japan Organization IX Haibo Hu Hong Kong Baptist University, SAR China Yan Huang University of North Texas, USA Yoshiharu Ishikawa Nagoya University, Japan Bo Jin Dalian University of Technology, China Donghyun Kim North Carolina Central University, USA Wang-Chien Lee The Pennsylvania State University, USA Cuiping Li Renmin University of China Guoliang Li Tsinghua University, China Siming Li eBay, USA Yingshu Li Georgia State University, USA Zhanhuai Li Northwestern Polytechnical University, China Zhongmou Li Rutgers University, USA Lipyeow Lim University of Hawaii at Manoa, USA Chuanren Liu Rutgers Business School, USA Jiaheng Lu Renmin University of China Zaixin Lu Marywood University, USA Jun Luo Nanyang Technological University, Singapore Qiong Luo Hong Kong University of Science and Technology, SAR China Jun Miyazaki Tokyo Institute of Technology, Japan Yasuhiko Morimoto Hiroshima University, Japan Shinsuke Nakajima Kyoto Sangyo University, Japan Wilfred Ng Hong Kong University of Science and Technology, SAR China Sarana Nutanong City University of Hong Kong, SAR China Makoto Onizuka Osaka University, Japan Jian Pei Simon Fraser University, Canada Zhiyong Peng State Key Lab. of Software Engineeering, China Weining Qian East China Normal University, China Zbigniew Ras University of North Carolina, USA Kun Ren Yale University, USA Chiara Renso KDDLAB, ISTI-CNR, Pisa, Italy Markus Schneider University of Florida, USA Shuo Shang China University of Petroleum, China Xuequn Shang Northwestern Polytechnical University, China Yan Shi University of Wisconsin-Platteville, USA Kyuseok Shim Seoul National University, South Korea Yu Suzuki Nara Institute of Science and Technology, Japan Keishi Tajima Kyoto University, Japan Nan Tang Qatar Computing Research Institute, Qatar Yong Tang South China Normal University, China Dimitri Theodoratos New Jersey Institute of Technology, USA Goce Trajcevski Northwestern University, USA Vincent S. Tseng National Chiao Tung University, Taiwan Ranga Raju Vatsavai North Carolina State University, USA Bin Wang North Eastern University of China
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