Accepted Research Papers
6. Reconciling Multiple Categorical Preferences with Double Pareto-based Aggregation
Nikos Bikakis 1,2, Karim Benouaret 3, Dimitris Sacharidis 2
1 National Technical University of Athens, Greece
2 IMIS, “Athena” Research Center, Greece
3 Inria Nancy – Grand Est, France
12. A Skylining Approach to Optimize Influence and Cost in Location Selection
Juwei Shi 1, Hua Lu 2, Jiaheng Lu 1, Chengxuan Liao 1
1 School of Information and DEKE, MOE in Renmin University of China
2 Department of Computer Science, Aalborg University, Denmark
33. Rights Protection for Trajectory Streams
Mingliang Yue 1, Zhiyong Peng 1, Kai Zheng 2, Yuwei Peng 1
1 School of Computer, Wuhan University, Wuhan, Hubei, 430072, China
2 School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, Australia
40. CARIC-DA: Core Affinity with a Range Index for Cache-conscious Data Access in a Multicore Environment
Fang Xi 1, Takeshi Mishima 2, Haruo Yokota 1
1 Department of Computer Science, Tokyo Institute of Technology, Japan
2 Software Innovation Center, NTT Japan
47. Improving Performance of Graph Similarity Joins Using Selected Substructures
Xiang Zhao 1, Chuan Xiao 2, Wenjie Zhang 3, Xuemin Lin 3, Jiuyang Tang 1
1 National University of Defense Technology, China
2 Nagoya University, Japan
3 The University of New South Wales, Australia
49. Repair Diversification for Functional Dependency Violations
Chu He 1, Zijing Tan 1, Qing Chen 1, Chaofeng Sha 1, Zhihui Wang 1, Wei Wang 1
1 School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China
50. The Ranking Based Constrained Document Clustering Method and Its Application to Social Event Detection
Taufik Sutanto 1, Richi Nayak 1
1 Queensland University of Technology, Brisbane 4000, Australia
51. On Data Partitioning in Tree Structure Metric-Space Indexes
Rui Mao 1, Sheng Liu 1, Honglong Xu 1, Dian Zhang 1, Daniel P. Miranker 2
1 Guangdong, Province Key Laboratory of Popular High Performance Computers, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong 518060, China
2 Department of Computer Sciences, University of Texas at Austin, Austin, TX 78712, USA
56. Identifying Top k Dominating Objects over Uncertain Data
Liming Zhan 1, Ying Zhang 1, Wenjie Zhang 1, Xuemin Lin 1
1 University of New South Wales, Sydney NSW, Australia
62. Linear Path Skyline Computation in Bicriteria Networks
Michael Shekelyan 1, Gregor Jossé 1, Matthias Schubert 1, Hans-Peter Kriegel 1
1 Institute for Informatics, Ludwig-Maximilians-Universität München, Oettingenstr. 67, D-80538 Munich, Germany
63. Concurrent Execution of Mixed Enterprise Workloads on In-Memory Databases
Johannes Wust 1, Martin Grund 2, Kai Hoewelmeyer 1, David Schwalb 1, Hasso Plattner 1
1 Hasso Plattner Institute, 14440 Potsdam, Germany
2 University of Fribourg, 1700 Fribourg, Switzerland
65. Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging
Hongyun Cai 1, Zi Huang 1, Xiaofeng Zhu 2, Qing Zhang 3, Xuefei Li 1
1 The University of Queensland, QLD 4072 Australia
2 Guangxi Normal University, Guilin, 541004 China
3 Australia E-Health Research Center, QLD 4006 Australia
72. Greedy Filtering: A Scalable Algorithm for K-Nearest Neighbor Graph Construction
Youngki Park 1, Sungchan Park 1, Sang-goo Lee 1, Woosung Jung 2
1 School of Computer Science and Engineering, Seoul National University
2 Department of Computer Engineering, Chungbuk National University
84. Efficient Detection of Emergency Event from Moving Object Data Streams
Limin Guo 1, Guangyan Huang 2, Zhiming Ding 1
1 Institute of Software, Chinese Academy of Sciences, China
2 Centre for Applied Informatics, School of Engineering & Science, Victoria University, Australia
87. SAQR: An Efficient Scheme for Similarity-aware Query Refinement
Abdullah Albarrak 1, Mohamed A. Sharaf 1, Xiaofang Zhou 1
1 The University of Queensland, Queensland, Australia
88. Incremental Quality Inference in Crowdsourcing
Jianhong Feng 1, Guoliang Li 1, Henan Wang 1, Jianhua Feng 1
1 Department of Computer Science, Tsinghua University, Beijing 100084, China
90. Probabilistic Reverse Top-k Queries
Cheqing Jin 1, Rong Zhang 1, Qiangqiang Kang 1, Zhao Zhang 1, Aoying Zhou 1
1 Software Engineering Institute, East China Normal University, China
93. Monitoring Probabilistic Threshold SUM Query Processing in Uncertain Streams
Nina Hubig 1, Andreas Züfle 2, Tobias Emrich 2, Matthias Renz 2, Mario A. Nascimento 3, Hans-Peter Kriegel 2
1 Helmholtz Center Munich, TU Munich
2 Ludwig Maximilians University, Munich
3 University of Alberta, Edmonton, Canada
95. Label and Distance-Constraint Reachability Queries in Uncertain Graphs
Minghan Chen 1, Yu Gu 1, Yubin Bao 1, Ge Yu 1
1 Northeastern University, China
97. Geo-Social Skyline Queries
Tobias Emrich 1, Maximilian Franzke 1, Nikos Mamoulis 2, Matthias Renz 1, Andreas Züfle 1
1 Ludwig-Maximilians-Universität München
2 The Hong Kong University
98. Reverse-Nearest Neighbor Queries on Uncertain Moving Object Trajectories
Tobias Emrich 1, Hans-Peter Kriegel 1, Nikos Mamoulis 2, Johannes Niedermayer 1, Matthias Renz 1, Andreas Züfle 1
1 Institute for Informatics, Ludwig-Maximilians-Universität München, Germany
2 Department of Computer Science, University of Hong Kong
100. Efficient Processing of Which-Edge Questions on Shortest Path Queries
Petrie Wong 1, Duncan Yung 1, Ming Hay Luk 1, Eric Lo 1, Man Lung Yiu 1, Kenny Q. Zhu 2
1 Hong Kong Polytechnic University
2 Shanghai Jiao Tong University
101. On Mining Proportional Fault-Tolerant Frequent Itemsets
Shengxin Liu 1, Chung Keung Poon 2
1 Department of Computer Science, City University of Hong Kong, Hong Kong
2 Department of Computer Science and Center for Excellence, Caritas Institute of Higher Education, Hong Kong
105. Any Suggestions? Active Schema Support for Structuring Web Information
Silviu Homoceanu 1, Felix Geilert 1, Christian Pek 1, Wolf-Tilo Balke 1
1 IFIS TU Braunschweig, Mühlenpfordstraße 23, 38106 Braunschweig, Germany
112. Approximating an Energy-Proportional DBMS by a Dynamic Cluster of Nodes
Daniel Schall 1, Theo Härder 1
1 DBIS Group, University of Kaiserslautern, Germany
114. APSkyline: Improved Skyline Computation for Multicore Architectures
Stian Liknes 1, Akrivi Vlachou 1,2, Christos Doulkeridis 3, Kjetil Nørvåg 1
1 Norwegian University of Science and Technology (NTNU), Trondheim, Norway
2 Institute for the Management of Information Systems, R.C. “Athena”, Athens, Greece
3 Department of Digital Systems, University of Piraeus, Greece
122. Causal Structure Discovery for Spatio-temporal Data
Victor W. Chu 1, Raymond K. Wong 1, Wei Liu 2, Fang Chen 2
1 School of Computer Science and Engineering, University of New South Wales, Australia
2 National ICT Australia
126. On Perspective-Aware Top-k Similarity Search in Multi-Relational Networks
Yinglong Zhang 1,2, Cuiping Li 1, Hong Chen 1, Likun Sheng 2
1 Key Lab of Data Engineering and Knowledge Engineering of MOE, and Department of Computer Science, Renmin University of China, China
2 JiangXi Agricultural University, China
130. Ensemble Pruning: A Submodular Function Maximization Perspective
Chaofeng Sha 1, Keqiang Wang 2, Xiaoling Wang 2, Aoying Zhou 2
1 School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, Shanghai 200433, China
2 Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai 200062, China
139. Location Oriented Phrase Detection in Microblogs
Saeid Hosseini 1, Sayan Unankard 1, Xiaofang Zhou 1, Shazia Sadiq 1
1 School of Information Technology and Electrical Engineering, The University of Queensland, Australia
142. Large-scale Similarity Join with Edit-distance Constraints
Chen Lin 1,2, Haiyang Yu 1, Wei Weng 3, Xianmang He 4
1 School of Information Science and Technology, Xiamen University, Xiamen 361005, China
2 Shenzhen Research Institute of Xiamen University, Shenzhen 518057, China
3 School of Computer and Information Engineering, Xiamen University of Technology, Xiamen 361024, China
4 School of Information and Technology, Ningbo University, Ningbo 315122, China
152. ADI: Towards a Framework of App Developer Inspection
Kai Xing 1, Di Jiang 1, Wilfred Ng 1, Xiaotian Hao 1
1 Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong
155. Privacy-Preserving Reachability Query Services
Shuxiang Yin 1, Zhe Fan 2, Peipei Yi 2, Byron Choi 2, Jianliang Xu 2, Shuigeng Zhou 1
1 Shanghai Key Lab of Intelligent Information Processing, Fudan University, China
2 Computer Science Department, Hong Kong Baptist University, Hong Kong, China
156. Efficient Mining of Density-aware Distinguishing Sequential Patterns with Gap Constraints
Xianming Wang 1, Lei Duan 1,3, Guozhu Dong 2, Zhonghua Yu , Changjie Tang 1
1 School of Computer Science, Sichuan University, China
2 Department of Computer Science & Engineering, Wright State University, USA
3 State Key Laboratory of Software Engineering, Wuhan University, China
158. Object Semantics for XML Keyword Search
Thuy Ngoc Le 1, Tok Wang Ling 1, H. V. Jagadish 2, Jiaheng Lu 3
1 National University of Singapore
2 University of Michigan
3 Renmin University of China
160. Inferring Road Type in Crowdsourced Map Services
Ye Ding 1, Jiangchuan Zheng 1, Haoyu Tan 1, Wuman Luo 1, Lionel M. Ni 1,2
1 Department of Computer Science and Engineering, The Hong Kong University of Science and Technology
2 Guangzhou HKUST Fok Ying Tung Research Institute, The Hong Kong University of Science and Technology
164. Privacy-Preserving Schema Reuse
Nguyen Quoc Viet Hung 1, Do Son Thanh 1, Nguyen Thanh Tam 1, Karl Aberer 1
1 École Polytechnique Fédérale de Lausanne
169. Cost Reduction for Web-based Data Imputation
Zhixu Li 1, Shuo Shang 2, Qing Xie 1, Xiangliang Zhang 1
1 King Abdullah University of Science and Technology, Saudi Arabia
2 Department of Software Engineering, China University of Petroleum-Beijing, P.R.China
177. Novel Community Recommendation based on a User-Community Total Relation
Qian Yu 1, Zhiyong Peng 1, Liang Hong 2, Bin Liu 1, Haiping Peng 1
1 School of Computer, Wuhan University, Wuhan, Hubei, 430072, China
2 School of Information Management, Wuhan University, Wuhan, Hubei, 430072, China
193. Top-k Similarity Matching in Large Graphs with Attributes
Xiaofeng Ding 1,2, Jianhong Jia 1, Jiuyong Li 2, Jixue Liu 2, Hai Jin 1
1 SCTS & CGCL, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China
2 School of Information Technology & Mathematical Sciences, University of South Australia, Adelaide
196. Efficient Processing of Probabilistic Group Nearest Neighbor Query on Uncertain Data
Jiajia Li 1, Botao Wang 1, Guoren Wang 1, Xin Bi 1
1 College of Information Science & Engineering, Northeastern University, P.R. China
202. Thwarting Passive Privacy Attacks in Collaborative Filtering
Rui Chen 1, Min Xie 2, Laks V.S. Lakshmanan 2
1 Department of Computer Science, Hong Kong Baptist University
2 Department of Computer Science, University of British Columbia
210. User Interaction Based Community Detection in Online Social Networks
Himel Dev 1, Mohammed Eunus Ali 1, Tanzima Hashem 1
1 Department of Computer Science and Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh
217. Scalable Numerical Queries by Algebraic Inequality Transformations
Thanh Truong 1, Tore Risch 1
1 Department of Information Technology, Uppsala University, Box 337, SE-751 05, Sweden
228. An Efficient Approach for Mining Top-k High Utility Specialized Query Expansions on Social Tagging Systems
Jia-Ling Koh 1, I-Chih Chiu 1
1 Department of Information Science and Computer Engineering, National Taiwan Normal University, Taipei, Taiwan, R.O.C.
233. Discovery of Areas with Locally Maximal Confidence from Location Data
Hiroya Inakoshi 1, Hiroaki Morikawa 1, Tatsuya Asai 1, Nobuhiro Yugami 1, Seishi Okamoto 1
1 Fujitsu Laboratories Ltd., Kawasaki, Japan
244. Access Control for Data Integration in Presence of Data Dependencies
Mehdi Haddad 1, Jovan Stevovic 2,3, Annamaria Chiasera 3, Yannis Velegrakis 2, Mohand-Sa ̈ıd Hacid 4
1 INSA-Lyon, CNRS, LIRIS, UMR5205, F-69621, France
2 Information Engineering and Computer Science, University of Trento, Italy
3 Centro Ricerche GPI, Trento, Italy
4 Université Lyon 1, CNRS, LIRIS, UMR5205, F-69622, France
264. Online indexing and distributed querying model-view sensor data in the cloud
Tian Guo 1, Thanasis G. Papaioannou 2, Hao Zhuang 1, Karl Aberer 1
1 School of Computer and Communication Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL)
2 Information Technologies Institute, Center for Research & Technology Hellas (ITI-CERTH)
270. Topical Presentation of Search Results on Database
Hao Hu 1,2, Mingxi Zhang 1,2, Zhenying He 1,2, Peng Wang 1,2, Wei Wang 1,2, Chengfei Liu 3
1 School of Computer Science, Fudan University, Shanghai, China
2 Shanghai Key Laboratory of Data Science, Fudan University
3 Faculty of ICT, Swinburne University of Technology, Melbourne, Australia
271. An Efficient K-means Clustering Algorithm On MapReduce
Qiuhong Li 1,2, Peng Wang 1,2, Wei Wang 1,2, Hao Hu 1,2, Zhongsheng Li 3, Junxian Li 1,2
1 School of Computer Science, Fudan University, Shanghai, China
2 Shanghai Key Laboratory of Data Science, Fudan University
3 Jiangnan Institute of Computing Technology
272. Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks
Jiazhen He 1,2, James Bailey 1,2, Rui Zhang 1
1 Department of Computing and Information Systems, The University of Melbourne
2 Victoria Research Laboratory, National ICT Australia
283. Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval
Jianming Lv 1, Haibiao Lin 1, Can Yang 1, Zhiwen Yu 1, Yinghong Chen 1, Miaoyi Deng 1
1 South China University of Technology, Guangzhou, 510006, China
287. MIGSOM: A SOM Algorithm for Large Scale Hyperlinked Documents Inspired by Neuronal Migration
Kotaro Nakayama 1, Yutaka Matsuo 1
1 Center for Knowledge Structuring, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo Hongo, Japan
297. Novel Techniques to Reduce Search Space in Periodic-Frequent Pattern Mining
R. Uday Kiran 1, Masaru Kitsuregawa 1
1 Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
301. Efficient Sampling Methods for Shortest Path Query over Uncertain Graphs
Yurong Cheng 1, Ye Yuan 1, Guoren Wang 1, Baiyou Qiao 1, Zhiqiong Wang 1
1 College of Information Science and Engineering, Northeastern University, China
305. CLUSM: An Unsupervised Model for Microblog Sentiment Analysis Incorporating Link Information
Gaoyan Ou 1,2, Wei Chen 1,2, Binyang Li 4, Tengjiao Wang 1,2, Dongqing Yang 1,2, Kam-Fai Wong 1,3
1 Key Laboratory of High Confidence Software Technologies, Ministry of Education, China
2 School of Electronics Engineering and Computer Science, Peking University, Beijing, China
3 The Chinese University of Hong Kong, Shatin, NT, Hong Kong, China
4 University of International Relations, Beijing, China
311. ρ-uncertainty Anonymization by Partial Suppression
Xiao Jia 1, Chao Pan 1, Xinhui Xu 1, Kenny Q. Zhu 1, Eric Lo 2
1 Shanghai Jiao Tong University, China
2 Hong Kong Polytechnic University, China
327. SKY R-Tree: an Index Structure for Distance-Based Top-k Query
Yuya Sasaki 1, Wang-Chien Lee 2, Takahiro Hara 1, Shojiro Nishio 1
1 Osaka University, Osaka, Japan
2 The Pennsylvania State University, PA, USA
330. Rating Propagation in Web Services Reputation Systems: A Fast Shapley Value Approach
An Liu 1, Qing Li 2, Xiaofang Zhou 1,3, Lu Li 4, Guanfeng Liu 1, Yunjun Gao 5
1 Soochow University, Suzhou, China
2 City University of Hong Kong, Hong Kong, China
3 University of Queensland, Brisbane, Australia
4 University of Science and Technology of China, Hefei, China
5 Zhejiang University, Hangzhou, China
332. Selectivity Estimation of Reverse k-Nearest Neighbor Queries
Michael Steinke 1, Johannes Niedermayer 1, Peer Kröger 1
1 Institute for Computer Science, Ludwig-Maximilians-Universität München, Germany
349. Multi-way Theta-Join Based on CMD Storage Method
Lei Li 1, Hong Gao 1, Mingrui Zhu 1, Zhaonian Zou 1
1 Massive Data Computing Research Lab, Harbin Institute of Technology, Heilongjiang, China
366. Popularity Tendency Analysis of Ranking-oriented Collaborative Filtering from the Perspective of Loss Function
Xudong Mao 1, Qing Li 2, Haoran Xie 1, Yanghui Rao 1
1 Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong
2 Multimedia Software Engineering Research Centre, City University of Hong Kong, Kowloon, Hong Kong
Accepted Industrial Papers
393. BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework
Yuqing Zhu 1, Jianfeng Zhan 1, Chuliang Weng 2, Raghunath Nambiar 3, Jinchao Zhang 1, Xingzhen Chen 1, Lei Wang 1
1 State Key Laboratory of Computer Architecture
2 Huawei
3 Cisco
394. A*DAX: A Platform for Cross-domain Data Linking, Sharing and Analytics
Narayanan Amudha 1, Gim Guan Chua 1, Eric Siew Khuan Foo 1, Shen Tat Goh 1, Shuqiao Guo 1, Paul Min Chim Lim 1, Mun-Thye Mak 1, Muhammad Cassim Mahmud Munshi 1, See-Kiong Ng 1, Wee Siong Ng 1, Huayu Wu 1
1 Institute for Infocomm Research, A*STAR, Singapore
396. Optimizing Database Load and Extract for Big Data Era
K.T.Sridhar 1, M.A.Sakkeer 1
1 XtremeData Technologies, Bangalore, India
401. Web Page Centered Communication System Based on a Physical Property
Yuhki Shiraishi 1, Yukiko Kawai 2, Jianwei Zhang 1, Toyokazu Akiyama 2
1 Tsukuba University of Technology
2 Kyoto Sangyo University
Accepted Demos
363. TaxiHailer: A Situation-Specific Taxi Pick-up Points Recommendation System
Leyi Song 1, Chengyu Wang 1, Xiaoyi Duan 1, Bing Xiao 1, Xiao Liu 1, Rong Zhang 1, Xiaofeng He 1, Xueqing Gong 1
1 Institute for Data Science and Engineering, Software Engineering Institute, East China Normal University, Shanghai, China
378. Camel: A Journey Group T-Pattern Mining System based on Instagram Trajectory Data
Yaxin Yu 1, Xudong Huang 2, Xinhua Zhu 3, Guoren Wang 1
1 College of Information Science and Engineering, Northeastern University, China
2 College of Software, Northeastern University, China
3 QCIS, University of Technology, Sydney, Australia
380. Harbinger: An Analyzing and Predicting System for Online Social Network Users’ Behavior
Rui Guo 1, Hongzhi Wang 1, Lucheng Zhong 1, Jianzhong Li 1, Hong Gao 1
1 Harbin Institute of Technology, Harbin, Heilongjiang, China
383. Cloud-Scale Transaction Processing with ParaDB System: A Demonstration
Xiaoyan Guo 1, Yu Cao 1, Baoyao Zhou 1, Dong Xiang 1, Liyuan Zhao 1
1 EMC Labs China
384. BSMA-Gen: A Parallel Synthetic Data Generator for Social Media Timeline Structures
Chengcheng Yu 1, Fan Xia 1, Qunyan Zhang 1, Haixin Ma 1, Weining Qian 1, Minqi Zhou 1, Cheqing Jin 1, Aoying Zhou 1
1 Center for Cloud Computing and Big Data, Software Engineering Institute, East China Normal University, Shanghai, China
385. A Mobile Log Data Analysis System Based on Multidimensional Data Visualization
Ting Liang 1, Yu Cao 2, Min Zhu 1, Baoyao Zhou 2, Mingzhao Li 1, Qihong Gan 1
1 College of Computer Science, Sichuan University, Chengdu, China
2 EMC Labs, Beijing, China