Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers PDF
Preview Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers
Wen-Chih Peng · Haixun Wang James Bailey · Vincent S. Tseng Tu Bao Ho · Zhi-Hua Zhou Arbee L.P. Chen (Eds.) Trends and Applications 3 4 in Knowledge Discovery 6 8 I A and Data Mining N L PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA Tainan, Taiwan, May 13–16, 2014 Revised Selected Papers 123 Lecture Notes in Artificial Intelligence 8643 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 Wen-Chih Peng Haixun Wang (cid:129) James Bailey Vincent S. Tseng (cid:129) Tu Bao Ho Zhi-Hua Zhou (cid:129) Arbee L.P. Chen (Eds.) Trends and Applications in Knowledge Discovery and Data Mining PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA – Tainan, Taiwan, May 13 16, 2014 Revised Selected Papers 123 Editors Wen-ChihPeng TuBaoHo National ChiaoTungUniversity JapanAdvanced InstituteofScience Hsinchu and Technology Taiwan NomiCity Japan Haixun Wang Google Research Zhi-Hua Zhou Mountain View, CA NanjingUniversity USA Nanjing China James Bailey Universityof Melbourne Arbee L.P.Chen Melbourne,VIC National ChengchiUniversity Australia Taipei Taiwan Vincent S. Tseng National ChengKungUniversity Tainan Taiwan ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin ArtificialIntelligence ISBN 978-3-319-13185-6 ISBN 978-3-319-13186-3 (eBook) DOI 10.1007/978-3-319-13186-3 LibraryofCongressControlNumber:2014956860 LNCSSublibrary:SL7–ArtificialIntelligence SpringerChamHeidelbergNewYorkDordrechtLondon ©SpringerInternationalPublishingSwitzerland2014 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 SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface This volume contains papers presented at PAKDD Workshops 2014 in conjunction with the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held onMay 13,2014inTainan, Taiwan.PAKDDhasestablished itself as thepremiereventfordataminingresearchersinthePacific-Asiaregion.PAKDD2014 has 13 workshops and these workshops are Data Analytics for Targeted Healthcare (DANTH), Data Mining and Decision Analytics for Public Health and Wellness (DMDA-Health),Biologically Inspired DataMiningTechniques(BDM),Mobile Data Management, Mining, and Computing on Social Networks (MobiSocial), Big Data Science and Engineering on E-Commerce (BigEC), Cloud Service Discovery (CloudSD),MobileSensing,MiningandVisualizationforHumanBehaviorInferences (MSMV-HBI),ScalableDatsAnalytics:TheoryandAlgorithms(SDA),Algorithmsfor Large-ScaleInformationProcessinginKnowledgeDiscovery(ALSIP),DataMiningin Social Networks (SocNet), Data Mining in Biomedical informatics and Healthcare (DMBIH), Pattern Mining and Application of Big Data (BigPMA), and Pacific Asia WorkshoponIntelligenceandSecurityInformatics(PAISI).Thisvolumecollectedthe revised papers from the first 12 workshops. The papers of PAISI are included in a separate proceeding. ThetotalnumberofsubmissionsforPAKDD2014workshopswas179.Allpapers were reviewed by at least two reviewers. Among 179 paper submissions, only 73 papers were accepted for presentation, and their revised versions are collected in this volume. The acceptance rate was approximately 40.78 %. The general quality of submissions was high and the competition was tough. The workshops would not be successful without the support of authors, reviewers, and organizers. We thank the manyauthorsforsubmittingtheirresearchpaperstothePAKDDworkshops.Wethank thesuccessfulauthorswhosepapersarepublishedinthisvolumefortheircollaboration in paper revision. We appreciate all Program Committee members for their timely reviews working to a tight schedule. We also thank members of the organization committees for organizing paper submission, reviewing, discussion, feedback, and the final submission. We appreciate the professional service provided by the Springer LNCS editorial and publishing teams, and Miss Anna Kramer’s assistance. June 2014 Wen-Chih Peng Haixun Wang James Bailey Vincent S. Tseng Tu Bao Ho Zhi-Hua Zhou Arbee L.P. Chen Organization PAKDD Conference Chairs Zhi-Hua Zhou Nanjing University, China Arbee L.P. Chen National Chengchi University, Taiwan Workshop Chairs Wen-Chih Peng National Chiao Tung University, Taiwan Haixun Wang Google Inc., USA James Bailey University of Melbourne, Australia DANTH Chairs Osmar Zaïane University of Alberta, Canada Dajun (Daniel) Zeng Chinese Academy of Sciences, China and University of Arizona, USA Ji Zhang University of Southern Queensland, Australia Guandong Xu University of Technology, Sydney, Australia Xiaohui Tao University of Southern Queensland, Australia Yidong Li Beijing Jiaotong University, China BDM Chairs Nik Kasabov AUT University, New Zealand Shafiq Alam Burki University of Auckland, New Zealand Gillian Dobbie University of Auckland, New Zealand Yun Sing Koh University of Auckland, New Zealand MobiSocial Chairs De-Nian Yang Academia Sinica, Taiwan Wang-Chien Lee Pennsylvania State University, USA VIII Organization BigEC Chairs Chih-Chieh Hung Rakuten Inc., Japan Jie Tang Tsinghua University, China Yi Chang Yahoo! Labs, USA CloudSD Chairs Jian Wu Zhejiang University, China Zibin Zheng The Chinese University of Hong Kong, Hong Kong Liang Chen Zhejiang University, China Qi Yu Rochester Institute of Technology, USA MSMV-MBI Chairs Edward Y. Chang HTC Corporation, Taiwan Fang-Jing Wu Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore Zhenhui Jessie Li Pennsylvania State University, USA SDA Chairs Jun Huan University of Kansas, USA Irwin King The Chinese University of Hong Kong, Hong Kong Michael R. Lyu The Chinese University of Hong Kong, Hong Kong Haiqin Yang The Chinese University of Hong Kong, Hong Kong DMDA-Health Chairs Benyun Shi Hong Kong Baptist University, Hong Kong Kwok-Wai William Cheung Hong Kong Baptist University, Hong Kong Jiming Liu Hong Kong Baptist University, Hong Kong Organization IX ALSIP Chairs Koji Tsuda AIST, Japan Rajeev Raman University of Leicester, UK Shin-ichi Minato Hokkaido University, Japan Koji Tsuda AIST, Japan SocNet Chairs Wookey Lee Inha University, South Korea Carson Leung University of Manitoba, Canada Cheng-Te Li National Taiwan University, Taiwan Ee-Peng Lim Singapore Management University, Singapore Guandong Xu University of Technology, Sydney, Australia DMBIH Chairs Qian Zhu Mayo Clinic, USA Yuji Zhang Mayo Clinic, USA Hongfang Liu Mayo Clinic, USA Michael Lajiness Eli Lilly and Company, USA BigPMA Chairs Keith C.C. Chan Hong Kong Polytechnic University, Hong Kong Jiun-Long Huang National Chiao Tung University, Taiwan Yi-Cheng Chen Tamkang University, Taiwan Combined Program Committee Adam Dunn University of New South Wales, Australia Aiello Marco University of Groningen, The Netherlands Alejandro Lopez Ortiz University of Waterloo, Canada Alexander Lazovik University of Groningen, The Netherlands Alexander S. Gutfraind University of Illinois at Chicago, USA Aman Kansal Microsoft Research, USA Bagheri Ebrahim Ryerson University, Canada Bai Zhang Johns Hopkins University, USA Benjamin C.M. Fung McGill University, Canada Bin Guo Northwestern Polytechnical University, China Bo Zhao Microsoft Research, USA Bolin Ding Microsoft Research, USA X Organization Bouguettaya Athman RMIT, Australia Buqing Cao Hunan University of Science and Technology, China Chen Chen Google Inc., USA Cheng-Te Li National Taiwan University, Taiwan Chiara Renso National Research Council (CNR), ISTI Institute in Pisa, Italy Chih-Chieh Hung Rakuten Inc., Japan Chih-Hua Tai National Taipei University, Taiwan Christian Guttmann IBM Research, Australia Christopher Chute Mayo Clinic, USA Christos Efstratiou University of Kent, UK Chu-Cheng Hsieh E-Bay Inc., USA Cui Tao University of Texas Health Science Center at Houston, USA Dai Bing Tian Singapore Management University, Singapore David Buckeridge McGill University, Canada David Taniar Monash University, Australia David Wild Indiana University, USA Demetris Zeinalipour University of Cyprus, Cyprus Dimitrios Lymberopoulos Microsoft Research, USA Dingcheng Li Mayo Clinic, USA Dou Shen Baidu Inc., China Emilio Corchado University of Burgos, Spain Eric Gifford Merck, USA Erol Gelenbe Imperial College London, UK Fang-Jing Wu Agency for Science, Technology and Research (A*STAR), Singapore Fatos Xhafa Universitat Politécnica de Catalunya, Spain Feng Chen Carnegie Mellon University, USA Fengjun Li University of Kansas, USA Francisco Pereira Singapore-MIT Alliance for Research and Technology, Singapore Ganesh Kumar Missouri University of Science and Technology, Venayagamoorthy USA George Zhou University of Wollongong, Australia Giuseppe Ottaviano University of Pisa and ISTI-CNR, Italy Goce Trajcevski Northwestern University, USA Gordon Sun Microsoft STC, China Guanling Chen University of Massachusetts Lowell, USA Guanling Lee National Dong Hwa University, Taiwan Habtom W. Ressom Georgetown University, USA Hai Jin HUST, China Han-Wei Shen Ohio State University, USA Hiroki Arimura Hokkaido University, Japan Hongbo Deng Yahoo! Labs, USA
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