Advanced Data Mining and Applications: 13th International Conference, ADMA 2017, Singapore, November 5–6, 2017, Proceedings PDF
Preview Advanced Data Mining and Applications: 13th International Conference, ADMA 2017, Singapore, November 5–6, 2017, Proceedings
Gao Cong · Wen-Chih Peng Wei Emma Zhang · Chengliang Li Aixin Sun (Eds.) 4 0 6 Advanced Data Mining 0 1 I A and Applications N L 13th International Conference, ADMA 2017 Singapore, November 5–6, 2017 Proceedings 123 fi 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 LibraryofCongressControlNumber:2017956084 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerInternationalPublishingAG2017 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 ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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