Table Of ContentJie Shao · Man Lung Yiu ·
Masashi Toyoda · Dongxiang Zhang ·
Wei Wang · Bin Cui (Eds.)
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Web and Big Data
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Third International Joint Conference, APWeb-WAIM 2019
Chengdu, China, August 1–3, 2019
Proceedings, Part I
Lecture Notes in Computer Science 11641
Founding Editors
Gerhard Goos
Karlsruhe Institute of Technology, Karlsruhe, Germany
Juris Hartmanis
Cornell University, Ithaca, NY, USA
Editorial Board Members
Elisa Bertino
Purdue University, West Lafayette, IN, USA
Wen Gao
Peking University, Beijing, China
Bernhard Steffen
TU Dortmund University, Dortmund, Germany
Gerhard Woeginger
RWTH Aachen, Aachen, Germany
Moti Yung
Columbia University, New York, NY, USA
More information about this series at http://www.springer.com/series/7409
Jie Shao Man Lung Yiu
(cid:129) (cid:129)
Masashi Toyoda Dongxiang Zhang
(cid:129) (cid:129)
Wei Wang Bin Cui (Eds.)
(cid:129)
Web and Big Data
Third International Joint Conference, APWeb-WAIM 2019
–
Chengdu, China, August 1 3, 2019
Proceedings, Part I
123
Editors
Jie Shao ManLungYiu
University of Electronic Science Hong KongPolytechnic University
andTechnology of China Hong Kong,China
Chengdu,China
Dongxiang Zhang
Masashi Toyoda ZhejiangUniversity
TheUniversity of Tokyo Hangzhou, China
Tokyo,Japan
BinCui
Wei Wang PekingUniversity
National University ofSingapore Beijing,China
Singapore, Singapore
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-030-26071-2 ISBN978-3-030-26072-9 (eBook)
https://doi.org/10.1007/978-3-030-26072-9
LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI
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Preface
This volume (LNCS 11641) and its companion volume (LNCS 11642) contain the
proceedings of the Third Asia-Pacific Web (APWeb) and Web-Age Information
Management(WAIM)JointConferenceonWebandBigData,calledAPWeb-WAIM.
This joint conference aims at attracting professionals of different communities related
to Web and big data who have common interests in interdisciplinary research to share
and exchange ideas, experiences, and the underlying techniques and applications,
including Web technologies, database systems, information management, software
engineering, and big data.
The Third APWeb-WAIM conference was held in Chengdu, China, during
August 1–3, 2019. APWeb and WAIM are two separate leading international
conferences on research, development, and applications of Web technologies and
database systems. Previous APWeb conferences were held in Beijing (1998), Hong
Kong (1999), Xi’an (2000), Changsha (2001), Xi’an (2003), Hangzhou (2004),
Shanghai(2005),Harbin(2006),Huangshan(2007),Shenyang(2008),Suzhou(2009),
Busan (2010), Beijing (2011), Kunming (2012), Sydney (2013), Changsha (2014),
Guangzhou (2015), and Suzhou (2016). Previous WAIM conferences were held in
Shanghai (2000), Xi’an (2001), Beijing (2002), Chengdu (2003), Dalian (2004),
Hangzhou(2005),HongKong(2006),Huangshan(2007),Zhangjiajie(2008),Suzhou
(2009), Jiuzhaigou (2010), Wuhan (2011), Harbin (2012), Beidaihe (2013), Macau
(2014), Qingdao (2015), and Nanchang (2016). Starting in 2017, the two conference
committees agreed to launch a joint conference. The First APWeb-WAIM conference
was held in Bejing (2017) and the Second APWeb-WAIM conference was held in
Macau (2018). With the increased focus on big data, the new joint conference is
expected to attract more professionals from different industrial and academic commu-
nities, notonly from theAsia Pacific countries but also from other continents.
The high-quality program documented in these proceedings would not have been
possible without the authors who chose APWeb-WAIM for disseminating their find-
ings. After the double-blind review process (each paper received at least three review
reports),outof180submissions,theconferenceaccepted42regular(23.33%),17short
research papers, and six demonstrations. The contributed papers address a wide range
of topics, such as big data analytics, data and information quality, data mining and
application, graph data and social networks, information extraction and retrieval,
knowledge graph, machine learning, recommender systems, storage, indexing and
physical database design, text analysis and mining. We are deeply thankful to the
Program Committee members for lending their time and expertise to the conference.
The technical program also included keynotes by Dr. Divesh Srivastava (AT&T
Labs-Research, USA), Dr. Xindong Wu (Mininglamp Technology, China), Prof.
Christian S. Jensen (Aalborg University, Denmark), and Prof. Guoliang Li (Tsinghua
University,China).Wearegratefultothesedistinguishedscientistsfortheirinvaluable
contributions to the conference program.
vi Preface
We thank the general co-chairs (Heng Tao Shen, Kotagiri Ramamohanarao, and
Jiliu Zhou) for their guidance and support. Thanks also go to the workshop co-chairs
(Jingkuan Song and Xiaofeng Zhu), tutorial co-chairs (Shaojie Qiao and Jiajun Liu),
demo co-chairs (Wei Lu and Jizhou Luo), industry co-chairs (Jianjun Chen and Jia
Zhu),andpublicityco-chairs(LeiDuan,YoshiharuIshikawa,JianxinLi,andWeining
Qian).
WehopeyouenjoytheexcitingprogramofAPWeb-WAIM2019asdocumentedin
these proceedings.
June 2019 Jie Shao
Man Lung Yiu
Masashi Toyoda
Dongxiang Zhang
Wei Wang
Bin Cui
Organization
General Chairs
Heng Tao Shen University of Electronic Science and Technology
of China, China
Kotagiri Ramamohanarao University of Melbourne, Australia
Jiliu Zhou ChengduUniversityofInformationTechnology,China
Program Committee Chairs
Jie Shao University of Electronic Science and Technology
of China, China
Man Lung Yiu Hong Kong Polytechnic University, Hong Kong SAR,
China
Masashi Toyoda The University of Tokyo, Japan
Workshop Chairs
Jingkuan Song University of Electronic Science and Technology
of China, China
Xiaofeng Zhu Massey University, New Zealand
Tutorial Chairs
Shaojie Qiao ChengduUniversityofInformationTechnology,China
Jiajun Liu Renmin University of China, China
Demo Chairs
Wei Lu Renmin University of China, China
Jizhou Luo Harbin Institue of Technology, China
Industry Chairs
Jianjun Chen Huawei America Research, USA
Jia Zhu South China Normal University, China
Publication Chairs
Dongxiang Zhang Zhejiang University, China
Wei Wang National University of Singapore, Singapore
Bin Cui Peking University, China
viii Organization
Publicity Chairs
Lei Duan Sichuan University, China
Yoshiharu Ishikawa Nagoya University, Japan
Jianxin Li University of Western Australia, Australia
Weining Qian East China Normal University, China
Local Arrangements Chairs
Yang Yang University of Electronic Science and Technology
of China, China
Hong Xiao University of Electronic Science and Technology
of China, China
Webmaster
Xiaochen Wang University of Electronic Science and Technology
of China, China
Senior Program Committee
Toshiyuki Amagasa University of Tsukuba, Japan
Wolf-Tilo Balke TU Braunschweig, Germany
Xin Luna Dong Amazon, USA
Mizuho Iwaihara Waseda University, Japan
Peer Kroger Ludwig Maximilian University of Munich, Germany
Byung Suk Lee University of Vermont, USA
Sebastian Link University of Auckland, New Zealand
Wookey Lee Inha University, South Korea
Yang-Sae Moon Kangwon National University, South Korea
Xiaokui Xiao National University of Singapore, Singapore
Rui Zhang University of Melbourne, Australia
Shuigeng Zhou Fudan University, China
Xiangliang Zhang King Abdullah University of Science and Technology,
Saudi Arabia
Xingquan Zhu Florida Atlantic University, USA
Program Committee
Zhifeng Bao RMIT University, Australia
Ilaria Bartolini University of Bologna, Italy
Ladjel Bellatreche ISAE-ENSMA, France
Zouhaier Brahmia University of Sfax, Tunisia
Yi Cai South China University of Technology, China
Tru Cao Ho Chi Minh City University of Technology, Vietnam
Organization ix
Lisi Chen Inception Institute of Artificial Intelligence,
United Arab Emirates
Tanzima Hashem BangladeshUniversityofEngineeringandTechnology,
Bangladesh
Reynold Cheng University of Hong Kong, Hong Kong SAR, China
Lizhen Cui Shandong University, China
Jiangtao Cui Xidian University, China
Alex Delis University of Athens, Greece
Lei Duan Sichuan University, China
Amr Ebaid Purdue University, USA
Ju Fan Renmin University of China, China
Yaokai Feng Kyushu University, Japan
Yunjun Gao Zhejiang University, China
Tingjian Ge University of Massachusetts, Lowell, USA
Zhiguo Gong University of Macau, Macau SAR, China
Chenjuan Guo Aalborg University, Denmark
Jialong Han Tencent, China
Haibo Hu Hong Kong Polytechnic University, Hong Kong SAR,
China
Jianbin Huang Xidian University, China
Chih-Chieh Hung Tamkang University, Taiwan
Dawei Jiang Zhejiang University, China
Cheqing Jin East China Normal University, China
Peiquan Jin UniversityofScienceandTechnologyofChina,China
Feifei Li University of Utah, USA
Tianrui Li Southwest Jiaotong University, China
Hui Li Xiamen University, China
Zheng Li Amazon, USA
Yu Li Hangzhou Dianzi University, China
Xiang Lian Kent State University, USA
An Liu Soochow University, China
Hailong Liu Northwestern Polytechnical University, China
Guanfeng Liu Macquarie University, Australia
Hua Lu Aalborg University, Denmark
Mihai Lupu Vienna University of Technology, Austria
Zakaria Maamar Zayed University, United Arab Emirates
Mirco Nanni ISTI-CNR Pisa, Italy
Sanjay Madria Missouri University of Science and Technology, USA
P. Krishna Reddy International Institute of Information Technology,
Hyderabad, India
Wee Siong Ng Institute for Infocomm Research, Singapore
Baoning Niu Taiyuan University of Technology, China
Hiroaki Ohshima University of Hyogo, Japan
Yuwei Peng Wuhan University, China
Jianzhong Qi University of Melbourne, Australia
Yanghui Rao Sun Yat-sen University, China
