Data Science: 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part I PDF
Preview Data Science: 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part I
Qinglei Zhou · Yong Gan Weipeng Jing · Xianhua Song Yan Wang · Zeguang Lu (Eds.) Communications in Computer and Information Science 901 Data Science 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018 Zhengzhou, China, September 21–23, 2018, Proceedings, Part I 123 Communications in Computer and Information Science 901 Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Qinglei Zhou Yong Gan (cid:129) Weipeng Jing Xianhua Song (cid:129) Yan Wang Zeguang Lu (Eds.) (cid:129) Data Science 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018 – Zhengzhou, China, September 21 23, 2018 Proceedings, Part I 123 Editors Qinglei Zhou Xianhua Song ZhengzhouUniversity Harbin University of Science Zhengzhou, Henan andTechnology China Harbin, China Yong Gan Yan Wang ZhengzhouUniversity of Light Industry ZhengzhouInstitute of Technology Zhengzhou, Henan Zhengzhou, China China Zeguang Lu WeipengJing National Academy of Guo Ding Northeast Forestry University Institute of Data Science Harbin, China Beijing,China ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-981-13-2202-0 ISBN978-981-13-2203-7 (eBook) https://doi.org/10.1007/978-981-13-2203-7 LibraryofCongressControlNumber:2018951433 ©SpringerNatureSingaporePteLtd.2018 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. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721, Singapore Preface As the general and program co-chairs of the 4th International Conference of Pioneer Computer Scientists, Engineers and Educators 2018 (ICPCSEE 2018, originally ICYCSEE), it is our great pleasure to welcome you to the proceedings of the confer- ence,whichwasheldinZhengzhou,China,September21–23,2018,hostedbyHenan ComputerFederationandZhengzhouComputerFederationandZhengzhouUniversity and Henan Polytechnic University and National Academy of Guo Ding Institute of DataScience.Thegoalofthisconferenceistoprovideaforumforcomputerscientists, engineers, and educators. Thecallforpapersofthisyear’sconferenceattracted 470papersubmissions.After the hard work of the Program Committee, 125 papers were accepted to appear in the conference proceedings, with an acceptance rate of 26.5%. The major topic of this conferencewasdatascience.Theacceptedpaperscoverawiderangeofareasrelatedto Basic TheoryandTechniquesfor DataScience including MathematicalIssuesinData Science, Computational Theory for Data Science, Big Data Management and Appli- cations, Data Quality and Data Preparation, Evaluation and Measurement in Data Science, Data Visualization, Big Data Mining and Knowledge Management, Infras- tructure for Data Science, Machine Learning for Data Science, Data Security and Privacy, Applications of Data Science, Case Study of Data Science, Multimedia Data Management and Analysis, Data-Driven Scientific Research, Data-Driven Bioinfor- matics,Data-DrivenHealthcare,Data-DrivenManagement,Data-driveneGovernment, Data-Driven Smart City/Planet, Data Marketing and Economics, Social Media and Recommendation Systems, Data-Driven Security, Data-Driven Business Model Inno- vation, Social and/or Organizational Impacts of Data Science. WewouldliketothankalltheProgramCommitteemembers,319comingfrom121 institutes, for their hard work in completing the review tasks. Their collective efforts made it possible to attain quality reviews for all the submissions within a few weeks. Their diverse expertise in each individual research area has helped us to create an excitingprogramfortheconference.Theircommentsandadvicehelpedtheauthorsto improve the quality of their papers and gain deeper insights. Great thanks should also go to the authors and participants for their tremendous support in making the conference a success. We thank Dr. Lanlan Chang and Jane Li from Springer, whose professional assistance was invaluable in the production of the proceedings. Besides the technical program, this year ICPCSEE offered different experiences to the participants. We hope you enjoy the conference proceedings. June 2018 Qinglei Zhou Yong Gan Qiguang Miao Organization The 4th International Conference of Pioneering Computer Scientists, Engineers and Educators(ICPCSEE,originallyICYCSEE)2018(http://2018.icpcsee.org)washeldin Zhengzhou, China, during September 21–23 2018, hosted by Henan Computer Fed- eration and Zhengzhou Computer Federation and Zhengzhou University and Henan Polytechnic University and National Academy of Guo Ding Institute of Data Science. ICPCSEE 2018 General Chair Qinglei Zhou Zhengzhou University, China Program Chairs Yong Gan Zhengzhou Institute of Technology, China Qiguang Miao Xidian University, China Program Co-chairs Qingxian Wang Information Engineering University, China Fengbin Zheng Henan University, China JiuCheng Xu Henan Normal University, China Jiexin Pu Henan University of Science and Technology, China ZongPu Jia Henan Polytechnic University, China Zhanbo Li Zhengzhou University, China Organization Chairs Yangdong Ye Zhengzhou University, China WANG Yan Zhengzhou Institute of Technology, China Dong Liu Henan Normal University, China Junding Sun Henan Polytechnic University, China Zeguang Lu National Academy of Guo Ding Institute of Data Science, China Organization Co-chairs Jianmin Wang Zhengzhou University, China Haitao Li Zhengzhou University, China Song Yu Zhengzhou University, China Song Wei Zhengzhou University, China Sun Yi Zhengzhou University, China VIII Organization Yan Gao Henan Polytechnic University, China Zhiheng Wang Henan Polytechnic University, China Fan Zhang Zhengzhou Institute of Technology, China Publication Chairs Hongzhi Wang Harbin Institute of Technology, China Weipeng Jing Northeast Forestry University, China Publication Co-chairs Xianhua Song Harbin University of Science and Technology, China Wei Xie Harbin University of Science and Technology, China Liuyuan Chen Henan Normal University, China Hui Li Henan Polytechnic University, China Xiaopeng Chang Henan Finance University, China Education Chairs Shenyi Qian Zhengzhou University of Light Industry, China Miaolei Deng Henan University of Technology, China Industrial Chairs Zheng Shan Information Engineering University, China Zhiyongng Zhang Henan University of Science and Technology, China Demo Chairs Tianyang Zhou Information Engineering University, China Shuhong Li Henan University of Economics and Law, China Panel Chairs Bing Xia Zhongyuan University of Technology, China Huaiguang Wu Zhengzhou University of Light Industry, China Poster Chairs Guanglu Sun Harbin University of Science and Technology, China Liu Xia Sanya Aviation and Tourism College, China Organization IX Expo Chairs Shuaiyi Zhou Henan Smart City Planning and Construction Specialized Committee, China Junhao Jia Henan King Source Information Technology Co., Ltd., China Expo Co-chairs Liang Bing Henan Smart City Planning and Construction Specialized Committee, China Dandan Jia Henan Skylark Marketing Data Services Ltd., China Registration/Financial Chair Chunyan Hu National Academy of Guo Ding Institute of Data Science, China ICPCSEE Steering Committee Jiajun Bu Zhejiang University, China Wanxiang Che Harbin Institute of Technology, China Jian Chen Paratera, China Xuebin Chen North China University of Science and Technology, China Wenguang Chen Tsinghua University, China Xiaoju Dong Shanghai Jiao Tong University, China TIAN Feng Institute of Software Chinese Academy of Sciences, China Qilong Han Harbin Engineering University, China Yiliang Han Engineering University of CAPF, China Yinhe Han Institute of Computing Technology, Chinese Academy of Sciences, China Hai Jin Huazhong University of Science and Technology, China Weipeng Jing Northeast Forestry University, China Wei Li Central Queensland University, Australia Min Li Central South University, China Junyu Lin Institute of Information Engineering, Chinese Academy of Sciences, China Yunhao Liu Michigan State University, America Zeguang Lu National Academy of Guo Ding Institute of Data Science, China Rui Mao Shenzhen University, China Qiguang Miao Xidian University, China Haiwei Pan Harbin Engineering University, China Pinle Qin North University of China, China Zhaowen Qiu Northeast Forestry University, China Zheng Shan The PLA Information Engineering University, China Guanglu Sun Harbin University of Science and Technology, China X Organization Jie Tang Tsinghua University, China Hongzhi Wang Harbin Institute of Technology, China Tao Wang Peking University, China Xiaohui Wei Jilin University, China Lifang Wen Beijing Huazhang Graphics & Information Co., Ltd., China Yu Yao Northeastern University, China Xiaoru Yuan Peking University, China Yingtao Zhang Harbin Institute of Technology, China Yunquan Zhang Institute of Computing Technology, Chinese Academy of Sciences, China Liehuang Zhu Beijing Institute of Technology, China Min Zhu Sichuan University, China ICPCSEE 2018 Program Committee Members Chunyu Ai University of South Carolina Upstate, America Jiyao An Hunan University, China Xiaojing Bai TsingHua University, China Ran Bi Dalian University of Technology, China Yi Cai South China University of Technology, China Zhipeng Cai Georgia State University, America Cao Cao State Key Laboratory of Mathematical Engineering and Advanced Computing, China Zhao Cao Beijing Institute of Technology, China Baobao Chang Peking University, China Richard Chbeir LIUPPA Laboratory, France Che Nan Harbin University of Science and Technology, China Wanxiang Che Harbin Institute of Technology, China Bolin Chen Northwestern Polytechnical University, China Chunyi Chen Changchun University of Science and Technology, China Hao Chen Hunan University, China Quan Chen Guangdong University of Technology, China Shu Chen Xiangtan University, China Wei Chen Beijing Jiaotong University, China Wenliang Chen Soochow University, China Wenyu Chen University of Electronic Science and Technology of China, China Xuebin Chen North China University of Science and Technology, China Zhumin Chen Shandong University, China Ming Cheng Zhengzhou University of Light Industry, China Siyao Cheng Harbin Institute of Technology, China Byron Choi Hong Kong Baptist University, China Xinyu Dai Nanjing University, China Lei Deng Central South University, China Vincenzo Deufemia University of Salerno, Italy Jianrui Ding Harbin Institute of Technology, China
The list of books you might like
