Database Systems for Advanced Applications: 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part I

829 Pages·2019·46.119 MB·English

by  Guoliang Li, Jun Yang, Joao Gama, Juggapong Natwichai, Yongxin Tong

Guoliang Li · Jun Yang ·
Joao Gama · Juggapong Natwichai ·
Yongxin Tong (Eds.)
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1 Database Systems
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for Advanced Applications
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24th International Conference, DASFAA 2019
Chiang Mai, Thailand, April 22–25, 2019
Proceedings, Part I
123
Lecture Notes in Computer Science 11446
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More information about this series at http://www.springer.com/series/7409
Guoliang Li Jun Yang
(cid:129) (cid:129)
Joao Gama Juggapong Natwichai
(cid:129) (cid:129)
Yongxin Tong (Eds.)
Database Systems
for Advanced Applications
24th International Conference, DASFAA 2019
–
Chiang Mai, Thailand, April 22 25, 2019
Proceedings, Part I
123
Editors
GuoliangLi Jun Yang
TsinghuaUniversity Duke University
Beijing,China Durham, NC,USA
JoaoGama JuggapongNatwichai
University of Porto ChiangMai University
Porto, Portugal ChiangMai, Thailand
Yongxin Tong
Beihang University
Beijing,China
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-030-18575-6 ISBN978-3-030-18576-3 (eBook)
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Preface
The International Conference on Database Systems for Advanced Applications
DASFAA provides a leading international forum for discussing the latest research on
database systems and advanced applications. DASFAA 2019 provided a forum for
technical presentations and discussions among database researchers, developers, and
users from academia, business, and industry, which showcases state-of-the-art R&D
activitiesindatabasesystemsandtheirapplications.Theconference’slonghistoryhas
established the event as the premier research conference in the database area.
OnbehalfoftheDASFAA2019programco-chairs,wearepleasedtowelcomeyou
to the proceedings of the 24th International Conference on Database Systems for
Advanced Applications DASFAA 2019, held during April 22–25, 2019, in Chiang
Mai, Thailand. Chiang Mai is the largest city in northern Thailand. It is the capital of
Chiang MaiProvinceandwasaformercapital ofthekingdomofLanNa1296–1768,
which later became the Kingdom of Chiang Mai, a tributary state of Siam from
1774 to 1899, and finally the seat of princely rulers until 1939. It is 700 km north of
Bangkoknearthehighestmountainsinthecountry.ThecitysitsastridethePingRiver,
a major tributary of the Chao Phraya River.
Wereceived501researchpapersubmissions,eachofwhichwasassignedtoatleast
three Program Committee (PC) members and one SPC member. The thoughtful
discussion on each paper by the PC with facilitation and meta-review provided by the
SPC resulted in the selection of 92 full research papers (acceptance ratio of 18%) and
64shortpapers(acceptanceratioof28%).Inaddition,weincluded13demopapersand
six tutorials in the program. This year the dominant topics for the selected papers
included big data, machine learning, graph and social network, recommendation, data
integration and crowd sourcing, and spatial data management.
Three workshops are selected by the workshop co-chairs to be held in conjunction
with DASFAA 2019, including BDMS: the 6th International Workshop on Big Data
Management and Service; BDQM: the 4th Workshop on Big Data Quality Manage-
ment; GDMA: the Third International Workshop on Graph Data Management and
Analysis. We received 26 workshop paper submissions and accepted 14 papers.
The conference program included three keynote presentations by Prof.
AnthonyK.H.TungNationalUniversityofSingapore,Prof.LeiChenTheHongKong
University of Science and Technology, and Prof. Ashraf Aboulnaga Qatar Computing
Research Institute.
Wewishtothankeveryonewhohelpedwiththeorganizationincludingthechairsof
each workshop, demonstration chairs, and tutorial chairs and their respective PC
members and reviewers. We thank all the authors who submitted their work, all of
which contributed to making this part of the conference a success. We are grateful to
the general chairs, Xue Li from The University of Queensland, Australia, and Nat
Vorayos from Chiang Mai University, Thailand. We thank the local Organizing
Committee chairs, Juggapong Natwichai and Krit Kwanngern from Chiang Mai
vi Preface
University, Thailand, for their tireless work before and during the conference. Special
thanks go to the proceeding chairs, Yongxin Tong Beihang University, China and
JuggapongNatwichaiChiangMaiUniversity,Thailand,forproducingtheproceedings.
We hope that you will find the proceedings of DASFAA 2019 interesting and
beneficial to your research.
March 2019 Guoliang Li
Joao Gama
Jun Yang
Organization
Honorary Co-chairs
Sampan Singharajwarapan Chiang Mai University, Thailand
Bannakij Lojanapiwat Chiang Mai University, Thailand
General Co-chairs
Xue Li The University of Queensland, Australia
Nat Vorayos Chiang Mai University, Thailand
Program Co-chairs
Guoliang Li Tsinghua University, China
Joao Gama University of Porto, Portugal
Jun Yang Duke University, USA
Industrial Track Co-chairs
Cong Yu Google Inc., USA
Fan Jiang Alibaba, China
Workshop Co-chairs
Qun Chen Northwestern Polytechnical University, China
Jun Miyazaki Tokyo Institute of Technology, Japan
Demo Track Co-chairs
Nan Tang Qatar Computing Research Institute, Qatar
Masato Oguchi Ochanomizu University, Japan
Tutorial Chair
Sen Wang The University of Queensland, Australia
Panel Chair
Lei Chen Hong Kong University of Science and Technology,
SAR China
viii Organization
PhD School Co-chairs
Sarana Nutanong Vidyasirimedhi Institute of Science and Technology,
Thailand
Xiaokui Xiao National University of Singapore, Singapore
Proceedings Co-chairs
Yongxin Tong Beihang University, China
Juggapong Natwichai Chiang Mai University, Thailand
Publicity Co-chairs
Nah Yunmook Dankook University, South Korea
Ju Fan Renmin University of China, China
An Liu Soochow University, China
Chiemi Watanabe University of Tsukuba, Japan
Local Organization Co-chairs
Juggapong Natwichai Chiang Mai University, Thailand
Krit Kwanngern Chiang Mai University, Thailand
DASFAA Liaison
Xiaofang Zhou The University of Queensland, Australia
Regional Coordinator
Pruet Boonma Chiang Mai University, Thailand
Web Master
Titipat Sukhvibul Chiang Mai University, Thailand
Senior Program Committee Members
Philippe Bonnet IT University of Copenhagen, Denmark
K. Selçuk Candan Arizona State University, USA
Bin Cui Peking University, China
Dong Deng Rutgers University, USA
Yunjun Gao Zhejiang University, China
Tingjian Ge University of Massachusetts, Lowell, USA
Zhiguo Gong Macau University, SAR China
Wook-Shin Han Pohang University of Science and Technology,
South Korea
Organization ix
Zi Huang The University of Queensland, Australia
Wen-Chih Peng National Chiao Tung University, Taiwan
Florin Rusu UC Merced, USA
Chaokun Wang Tsinghua University, China
Hongzhi Wang Harbin Institute of Technology, China
Xiaokui Xiao National University of Singapore, Singapore
Nan Zhang The George Washington University, USA
Program Committee
Alberto Abelló Universitat Politècnica de Catalunya, Spain
Marco Aldinucci University of Turin, Italy
Laurent Anne University of Montpellier, LIRMM, CNRS, France
Akhil Arora ÉcolepolytechniquefédéraledeLausanne,Switzerland
Zhifeng Bao Royal Melbourne Institute of Technology, Australia
Ladjel Bellatreche ISAE-ENSMA, France
Yi Cai South China University of Technology, China
Andrea Cali Birkbeck University of London, UK
Yang Cao Kyoto University, Japan
Yang Cao University of Edinburgh, UK
Huiping Cao New Mexico State University, USA
Lei Cao Massachusetts Institute of Technology, USA
Barbara Catania University of Genoa, Italy
Chengliang Chai Tsinghua University, China
Lijun Chang The University of Sydney, Australia
Cindy Chen University of Massachusetts, Lowell, USA
Yueguo Chen Renmin University of China, China
Reynold Cheng The University of Hong Kong, SAR China
Fei Chiang McMaster University, Canada
Lingyang Chu Simon Fraser University, Australia
Antonio Corral University of Almeria, Spain
Lizhen Cui Shandong University, China
Hasan Davulcu Arizona State University, USA
Sabrina De Capitani di Università degli Studi di Milano, Italy
Vimercati
Zhiming Ding Institute of Software, Chinese Academy of Sciences,
China
Eduard Dragut Temple University, USA
Lei Duan Sichuan University, China
Amr Ebaid Purdue University, USA
Ahmed Eldawy University of California, Riverside, USA
Damiani Ernesto University of Milan, Italy
Liyue Fan University at Albany SUNY, USA
Ju Fan Renmin University of China, China
Elena Ferrari University of Insubria, Italy
Yanjie Fu Missouri University of Science and Technology, USA