Database Systems for Advanced Applications: DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings

401 Pages·2016·20.32 MB·English

by  Hong Gao

Hong Gao · Jinho Kim
Yasushi Sakurai (Eds.)
5
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6 Database Systems
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for Advanced Applications
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DASFAA 2016 International Workshops:
BDMS, BDQM, MoI, and SeCoP
Dallas, TX, USA, April 16–19, 2016, Proceedings
123
Lecture Notes in Computer Science 9645
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Max Planck Institute for Informatics, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/7409
Hong Gao Jinho Kim
(cid:129)
Yasushi Sakurai (Eds.)
Database Systems
for Advanced Applications
DASFAA 2016 International Workshops:
BDMS, BDQM, MoI, and SeCoP
–
Dallas, TX, USA, April 16 19, 2016
Proceedings
123
Editors
Hong Gao YasushiSakurai
Harbin Institute of Technology KumamotoUniversity
Harbin Kumamoto-shi
China Japan
Jinho Kim
KangwonNational University
Kangwon
Korea (Republicof)
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-319-32054-0 ISBN978-3-319-32055-7 (eBook)
DOI 10.1007/978-3-319-32055-7
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LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI
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Preface
Along with the main conference, the DASFAA 2016 workshops provide an interna-
tional forum for researchers to discuss research results. This year, we had four work-
shops held in conjunction with DASFAA 2016:
(cid:129) The Third International Workshop on Semantic Computing and Personalization
(SeCoP 2016)
(cid:129) The Third International Workshop on Big Data Management and Service (BDMS
2016)
(cid:129) TheFirstInternationalWorkshoponBigDataQualityManagement(BDQM2016)
(cid:129) The Second International Workshop on Mobile of Internet (MoI 2016)
All the workshops were selected after a public call-for-proposals process, and each
of them focuses on a specific area that contributes to the main themes of DASFAA
2016. In total, 32 papers were accepted, including 15 papers for SeCoP 2016, seven
papers for BDMS 2016, eight papers for BDQM 2016, and two papers for MoI 2016.
WewouldliketothanktheworkshoporganizersandProgramCommitteemembersfor
theirtremendouseffortinmakingtheDASFAA2016workshopsasuccess.Inaddition,
we are grateful to the main conference organizers for their generous support.
April 2016 Hong Gao
Jinho Kim
Yasushi Sakurai
Organization
The Third International Workshop on Semantic Computing
and Personalization (SeCoP 2016)
Workshop Chairs
Haoran Xie CaritasInstituteofHigherEducation,HongKong,SARChina
Fu Lee Wang CaritasInstituteofHigherEducation,HongKong,SARChina
Yi Cai South China University of Technology, China
Wei Chen Chinese Academy of Agricultural Sciences, China
Yanghui Rao Sun Yat-Sen University, China
Program Committee
Di Zou The Hong Kong Polytechnic University, Hong Kong,
SAR China
Jianfeng Si Institute for Infocomm Research, Singapore
Xudong Mao Alibaba, China
Raymong Y.K. Lau City University of Hong Kong, Hong Kong, SAR China
Rong Pan Sun Yat-Sen University, China
Yunjun Gao Zhejiang University, China
Shaojie Qiao Southwest Jiaotong University, China
Jianke Zhu Zhejiang University, China
Neil Y. Yen University of Aizu, Japan
Derong Shen Northeastern University, USA
Jing Yang Research Center on Fictitious Economy and Data Science
CAS, China
Yuqing Sun Shangdong University, China
Raymong Wong Hong Kong University of Science and Technology,
Hong Kong, SAR China
Jie Tang Tsinghua University, China
Jian Chen South China University of Technology, China
Wong Tak Lam The Hong Kong Institute of Education, Hong Kong,
SAR China
Xiaodong Zhu University of Shanghai for Science and Technology, China
Zhiwen Yu South China University of Technology, China
Wenjuan Cui China Academy of Sciences, China
Shaoxu Song Tsinghua University, China
Guangliang Chen Delft University of Technology, The Netherlands
Tao Wang Southampton University, UK
VIII Organization
The Third International Workshop on Big Data Management
and Service (BDMS 2016)
Workshop Chairs
Xiaoling Wang East China Normal University, China
Kai Zheng The University of Queensland, Australia
An Liu Soochow University, China
Program Committee
Muhammad Aamir Monash University, Australia
Cheema
Cheqing Jin East China Normal University, China
Qizhi Liu Nanjing University, China
Bin Mu Tongji University, China
Xuequn Shang Northwestern Polytechnical University, China
Weiwei Sun Fudan University, China
Yan Wang Macquarie University, Australia
Lizhen Xu Southeast University, China
Xiaochun Yang Northeastern University, China
Kun Yue Yunnan University, China
Dell Zhang University of London, UK
Xiao Zhang Renmin University of China, China
Fuzheng Zhang Microsoft Research Asia, China
Defu Lian University of Electronic Science and Technology of China,
China
Zhuoming Xu Hohai University, China
The First Workshop on Big Data Quality Management
(BDQM 2016)
Workshop Chairs
Hongzhi Wang Harbin Institute of Technology, China
Jing Gao University at Buffalo, State University of New York, USA
Program Committee
Xiaochun Yang Northeastern University, China
Yueguo Chen Renmin University, China
Nan Tang Qatar Computing Research Institute, Qatar
Jiannan Wang Simon Fraser University, Canada
Xianmin Liu Harbin Institute of Technology, China
Zhijing Qin Pinterest, USA
Guoliang Li Tsinghua University, China
Cheqing Jin East China Normal University, China
Organization IX
Wenjie Zhang University of New South Wales, Australia
Shuai Ma Beihang University, China
Zhaonian Zou Harbin Institute of Technology, China
The Second International Workshop on Mobile of Internet
(MoI 2016)
Workshop Chairs
Li Wang TaiYuan University of Technology, China
Huawei Shen Chinese Academy of Science, China
Lidong Wu University of Texas at Tyler, USA
Bruno Gonçalves Aix-Marseille Université, France
Program Committee
Weili Wu University of Texas at Dallas, USA
XiuFang Feng TaiYuan University of Technology, China
HongWei Xie TaiYuan University of Technology, China
Changyou Zhang Institute of Software, Chinese Academy of Sciences, China
Donghyun Kim North Carolina Central University, USA
Yansha Guo Tianjin University of Technology and Education, China
Tong Wang Harbin Institute of Technology, China
Shuyuan Mary Ho Florida State University, USA
Xin Lu College of Information System and Management,
National University of Defense Technology, China
Yanyan Lan Chinese Academy of Science, China
Jiafeng Guo Chinese Academy of Science, China
Xiaolong Jin Chinese Academy of Science, China
Contents
SeCoP 2016
Weibo Mood Towards Stock Market. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Wen Hao Chen, Yi Cai, and Kin Keung Lai
ImprovingDiversityofUser-Based Two-Step RecommendationAlgorithm
with Popularity Normalization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
Xiangyu Zhao, Wei Chen, Feng Yang, and Zhongqiang Liu
Followee Recommendation in Event-Based Social Networks . . . . . . . . . . . . 27
Shuchen Li, Xiang Cheng, Sen Su, and Le Jiang
SBTM: Topic Modeling over Short Texts . . . . . . . . . . . . . . . . . . . . . . . . . 43
Jianhui Pang, Xiangsheng Li, Haoran Xie, and Yanghui Rao
Similarity-Based Classification for Big Non-Structured
and Semi-Structured Recipe Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
Wei Chen and Xiangyu Zhao
An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set
for Multi-label Emotion Intensity Analysis. . . . . . . . . . . . . . . . . . . . . . . . . 65
Chu Wang, Daling Wang, Shi Feng, and Yifei Zhang
FeaturesExtractionBasedonNeuralNetworkforCross-DomainSentiment
Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81
Endong Zhu, Guoyan Huang, Biyun Mo, and Qingyuan Wu
PersonalizedMedicalReadingRecommendation:DeepSemanticApproach ... 89
Tatiana Erekhinskaya, Mithun Balakrishna, Marta Tatu,
and Dan Moldovan
A Highly Effective Hybrid Model for Sentence Categorization. . . . . . . . . . . 98
Zhenhong Chen, Kai Yang, Yi Cai, Dongping Huang,
and Ho-fung Leung
Improved Automatic Keyword Extraction Given More Semantic
Knowledge. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 112
Kai Yang, Zhenhong Chen, Yi Cai, DongPing Huang,
and Ho-fung Leung
Generating Computational Taxonomy for Business Models of the Digital
Economy. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
Chao Wu, Yi Cai, Mei Zhao, Songping Huang, and Yike Guo