Table Of ContentGao Cong · Wen-Chih Peng
Wei Emma Zhang · Chengliang Li
Aixin Sun (Eds.)
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6 Advanced Data Mining
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13th International Conference, ADMA 2017
Singapore, November 5–6, 2017
Proceedings
123
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Lecture Notes in Arti cial Intelligence 10604
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Gao Cong Wen-Chih Peng
(cid:129)
Wei Emma Zhang Chengliang Li
(cid:129)
Aixin Sun (Eds.)
Advanced Data Mining
and Applications
13th International Conference, ADMA 2017
–
Singapore, November 5 6, 2017
Proceedings
123
Editors
Gao Cong ChengliangLi
NanyangTechnological University WuhanUniversity
Singapore Wuhan
Singapore China
Wen-Chih Peng AixinSun
National Chiao TungUniversity NanyangTechnological University
Hsinchu Singapore
Taiwan Singapore
Wei EmmaZhang
MacquarieUniversity
Sydney,NSW
Australia
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-319-69178-7 ISBN978-3-319-69179-4 (eBook)
https://doi.org/10.1007/978-3-319-69179-4
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LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
It is our great pleasure to introduce the proceedings of the 13th International Confer-
ence on Advanced Data Mining and Applications (ADMA). ADMA aims at bringing
togetherdataminingresearchersfromaroundtheworld,andalsoatprovidingaleading
internationalforumforthedisseminationoforiginaldataminingfindingsandpractical
data mining experience. Over the years, ADMA has grown to become a flagship
conference in the field of data mining and applications.
There were 118 papers submitted to ADMA 2017. Each paper was assigned to at
least three Program Committee members to review. All papers were rigorously
reviewed and had at least three reviews. At the end, 20 papers were accepted as
spotlight research papers with long presentation and 38 were accepted as regular
research papers with short presentation, which include five application and case study
papers. In addition, six research demonstration proposals were selected to be included
in the proceedings. The conference program of ADMA 2017 was also complemented
by three outstanding keynotes given by world-renowned experts, Ming-Syan Chen,
KyuseokShim,andAnthonyTung,aswellasaninvitedindustrykeynotetalksession,
deliveredbyseveralinvitedindustryspeakers.Wewouldliketoparticularlythankthe
keynote speakers.
WewouldliketothanktheProgramCommitteemembersandexternalreviewersfor
theirtimeandcomprehensivereviewsandrecommendations,whichwerecrucialtothe
finalpaperselectionandproductionofahigh-qualitytechnicalprogram.Theschedule
of the reviewing process was extremely tight. The Program Committee members’
tremendous efforts to complete the review reports before the deadline are greatly
appreciated.
Wewouldlike toexpress ourgratitude toall individuals, institutions,andsponsors
thatsupportedADMA 2017.Thishigh-quality program wouldnothavebeenpossible
without the expertise and dedication of our Program Committee members. We are
grateful to the general chairs, Aixin Sun and Hady Lauw, for their guidance and great
efforts,thedemonstrationchairs,ZhifengBaoandXinCao,fortheirtirelessefforts,the
publicitychairs,JuFanandHongzhiYin,fortheirworkinattractingsubmissions,the
publication chairs, Chenliang Li and Wei Emma Zhang, for their great efforts in
compiling all accepted papers and working with the Springer team to produce the
proceedings, the award chair, Xiaoli Li, the Web chair, Yihong Zhang, for managing
the website, the special issue chairs, Michael Sheng and Xiuzhen Zhang, the local
organization chairs, Zhen Hai and David Lo, for the local arrangements ensuring the
conference runs smoothly, and the registration chair, Victor Chu, for handling the
registrationprocess.WewouldliketoexpressoursincerethankstoZhenHaiandKaiqi
Zhao for helping with scheduling the conference program, and to Chua Beng Lay
Joanne and Boh-Nah Kiat Joo for their support in managing the conference account
hosted in Nanyang Technological University. We would also like to thank the Orga-
nizing Committee of CIKM 2017 for their support. All of them helped make
VI Preface
ADMA2017asuccess.Furthermore,wewouldliketoacknowledgethesupportofthe
members of the conference Steering Committee. Finally, we would like to thank all
researchers, practitioners, and students who contributed with their work and partici-
pated in the conference.
We hope that participants in theconference and thereaders ofthe proceedings will
find the papers in the proceedings interesting and rewarding.
November 2017 Gao Cong
Wen-Chih Peng
Organization
General Chairs
Aixin Sun Nanyang Technological University, Singapore
Hady Lauw Singapore Management University, Singapore
Program Chairs
Gao Cong Nanyang Technological University, Singapore
Wen-Chih Peng National Chiao Tung University, Taiwan
Proceedings Chairs
Chenliang Li Wuhan University, China
Wei Emma Zhang Macquarie University, Australia
Publicity Chairs
Ju Fan Renmin University of China, China
Hongzhi Yin University of Queensland, Australia
Special Issue Chairs
Michael Sheng Macquarie University, Australia
Xiuzhen Zhang RMIT University, Australia
Local Arrangements Chairs
David Lo Singapore Management University, Singapore
Zhen Hai Institute for Infocomm Research, A*STAR, Singapore
Registration Chair
Victor Chu Nanyang Technological University, Singapore
Demo Chairs
Zhifeng Bao RMIT University, Australia
Xin Cao The University of New South Wales, Australia
VIII Organization
Awards Committee Chair
Xiaoli Li Institute for Infocomm Research, A*STAR, Singapore
Web Chair
Yihong Zhang Nanyang Technological University, Singapore
Steering Committee
Xue Li University of Queensland, Australia (Chair)
Jie Cao Nanjing University of Finance and Economics, China
Michael Sheng Macquarie University, Australia
Jie Tang Tsinghua University, China
Shuliang Wang Beijing Institute of Technology, China
Kyu-Young Whang Korea Advanced Institute of Science and Technology, Korea
Min Yao Zhejiang University, China
Osmar Zaiane University of Alberta, Canada
Chengqi Zhang University of Technology Sydney, Australia
Shichao Zhang Guangxi Normal University, China
Program Committee
Swati Agarwal IIIT-Delhi, India
Djamal Benslimane Lyon 1 University, France
Tossapon Boongoen Mae Fah Luang University, Thailand
Yi-Shin Chen National Tsing Hua University, Taiwan
Lisi Chen Hong Kong Baptist University, SAR China
Yuan Fang Institute for Infocomm Research, Singapore
Kaiyu Feng Nanyang Technological University, Singapore
Philippe Harbin Institute of Technology Shenzhen Graduate School,
Fournier-Viger China
Tao Guo Nanyang Technological University, Singapore
Jialong Han Nanyang Technological University, Singapore
Bryan Hooi Carnegie Mellon University, USA
Wei Hu Nanjing University, China
Guangyan Huang Deakin University, Australia
Chih-Chieh Hung Tamkang University, Taiwan
Shafiq Joty University of British Columbia, Canada
Jianxin Li University of Western Australia, Australia
Xutao Li Harbin Institute of Technology, China
Haiquan Li University of Arizona, USA
Cheng-Te Li National Cheng Kung University, Taiwan
Jinyan Li University of Technology Sydney, Australia
Gang Li Deakin University, Australia
Guosheng Lin Nanyang Technological University, Singapore
Organization IX
Bin Liu IBM Thomas J. Watson Research Center, USA
Cheng Long Queen’s University Belfast, UK
Xudong Luo Guangxi Normal University, Guilin
Marco Maggini University of Siena, Italy
Toshiro Minami Kyushu Institute of Information Sciences
and Kyushu University, Japan
Yasuhiko Morimoto Hiroshima University, Japan
Gunarto Sindoro National Chiao Tung University, Taiwan
Njoo
Tuan Anh Pham Nanyang Technological University, Singapore
Hai Phan University of Oregon, USA
Tieyun Qian Wuhan University, China
Yongrui Qin University of Huddersfield, UK
Wenjie Ruan University of Oxford, UK
Dharmendra Sharma University of Canberra, Australia
Michael Sheng Macquarie University, Australia
Hyun Ah Song Carnegie Mellon University, USA
Guojie Song Peking University, China
Eiji Uchino Yamaguchi University, Japan
Xianzhi Wang Singapore Management University, Singapore
Hongzhi Wang Harbin Institute of Technology, China
Qinsi Wang Carnegie Mellon University, USA
Chenguang Wang IBM Research, USA
Wei Wei Huazhong University of Science and Technology, China
Yu-Ting Wen National Chiao Tung University, Taiwan
Feng Xia Dalian University of Technology, China
Zhipeng Xie Fudan University, China
Guandong Xu University of Technology Sydney, Australia
Hui-Gwo Yang National Chiao Tung University, Taiwan
Zijiang Yang York University, Canada
Dezhong Yao Nanyang Technological University, Singapore
Lina Yao The University of New South Wales, Australia
Qi Yu Rochester Institute of Technology, USA
Quan Yuan University of Illinois at Urbana-Champaign, USA
Guang Lan Zhang Boston University, USA
Wei Emma Zhang Macquarie University, Australia
Shichao Zhang Guangxi Normal University, China
Kaiqi Zhao Nanyang Technological University, Singapore
Yong Zheng Illinois Institute of Technology, USA
Xiaofeng Zhu Guangxi Normal University, China
Demo Program Committee
Yingke Chen Sichuan University, China
Xin Huang Hong Kong Baptist University, SAR China
Yuchen Li National University of Singapore, Singapore
