Database Systems for Advanced Applications: 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II

Front Matter ....Pages I-XXIV
Front Matter ....Pages 1-1
 Personalized Prescription for Comorbidity  (Lu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha)....Pages 3-19
 Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation  (Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang et al.)....Pages 20-36
 Learning the Representation of Medical Features for Clinical Pathway Analysis  (Xiao Xu, Ying Wang, Tao Jin, Jianmin Wang)....Pages 37-52
 Domain Supervised Deep Learning Framework for Detecting Chinese Diabetes-Related Topics  (Xinhuan Chen, Yong Zhang, Kangzhi Zhao, Qingcheng Hu, Chunxiao Xing)....Pages 53-71
Front Matter ....Pages 73-73
 Publishing Graph Node Strength Histogram with Edge Differential Privacy  (Qing Qian, Zhixu Li, Pengpeng Zhao, Wei Chen, Hongzhi Yin, Lei Zhao)....Pages 75-91
 PrivTS: Differentially Private Frequent Time-Constrained Sequential Pattern Mining  (Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan, Xuemin Lin)....Pages 92-111
 Secure Range Query over Encrypted Data in Outsourced Environments  (Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang, Jianxin Li)....Pages 112-129
 TRQED: Secure and Fast Tree-Based Private Range Queries over Encrypted Cloud  (Wei Yang, Yang Xu, Yiwen Nie, Yao Shen, Liusheng Huang)....Pages 130-146
Front Matter ....Pages 147-147
 iExplore: Accelerating Exploratory Data Analysis by Predicting User Intention  (Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang et al.)....Pages 149-165
 Coverage-Oriented Diversification of Keyword Search Results on Graphs  (Ming Zhong, Ying Wang, Yuanyuan Zhu)....Pages 166-183
 Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification  (Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo, Xiuqiang He)....Pages 184-200
 Structures or Texts? A Dynamic Gating Method for Expert Finding in CQA Services  (Zhiqiang Liu, Yan Zhang)....Pages 201-208
Front Matter ....Pages 209-209
 Collusion-Resistant Processing of SQL Range Predicates  (Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa)....Pages 211-227
 Interactive Transaction Processing for In-Memory Database System  (Tao Zhu, Donghui Wang, Huiqi Hu, Weining Qian, Xiaoling Wang, Aoying Zhou)....Pages 228-246
 An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases  (Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang)....Pages 247-263
 Efficient Complex Social Event-Participant Planning Based on Heuristic Dynamic Programming  (Junchang Xin, Mo Li, Wangzihao Xu, Yizhu Cai, Minhua Lu, Zhiqiong Wang)....Pages 264-279
Front Matter ....Pages 281-281
 Repairing Data Violations with Order Dependencies  (Yu Qiu, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou, Naiwang Guo)....Pages 283-300
 Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing  (Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu)....Pages 301-317
 MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment  (Tianyu Zhu, Qi Liu, Zhenya Huang, Enhong Chen, Defu Lian, Yu Su et al.)....Pages 318-335
 Towards Adaptive Sensory Data Fusion for Detecting Highway Traffic Conditions in Real Time  (Yanling Cui, Beihong Jin, Fusang Zhang, Tingjian Ge)....Pages 336-352
 On the Interaction of Functional and Inclusion Dependencies with Independence Atoms  (Miika Hannula, Sebastian Link)....Pages 353-369
 Source Selection for Inconsistency Detection  (Lingli Li, Xu Feng, Hongyu Shao, Jinbao Li)....Pages 370-385
 Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing  (Zhao Chen, Peng Cheng, Chen Zhang, Lei Chen)....Pages 386-394
 Handling Unreasonable Data in Negative Surveys  (Jianwen Xiang, Shu Fang, Dongdong Zhao, Jing Tian, Shengwu Xiong, Dong Li et al.)....Pages 395-403
Front Matter ....Pages 405-405
 Multi-view Proximity Learning for Clustering  (Kun-Yu Lin, Ling Huang, Chang-Dong Wang, Hong-Yang Chao)....Pages 407-423
 Extracting Label Importance Information for Multi-label Classification  (Dengbao Wang, Li Li, Jingyuan Wang, Fei Hu, Xiuzhen Zhang)....Pages 424-439
 Exploiting Instance Relationship for Effective Extreme Multi-label Learning  (Feifei Li, Hongyan Liu, Jun He, Xiaoyong Du)....Pages 440-456
 Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion  (Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng, Junzhou Huang)....Pages 457-473
 Patent Quality Valuation with Deep Learning Models  (Hongjie Lin, Hao Wang, Dongfang Du, Han Wu, Biao Chang, Enhong Chen)....Pages 474-490
 Learning Distribution-Matched Landmarks for Unsupervised Domain Adaptation  (Mengmeng Jing, Jingjing Li, Jidong Zhao, Ke Lu)....Pages 491-508
 Factorization Meets Memory Network: Learning to Predict Activity Popularity  (Wen Wang, Wei Zhang, Jun Wang)....Pages 509-525
 Representation Learning for Large-Scale Dynamic Networks  (Yanwei Yu, Huaxiu Yao, Hongjian Wang, Xianfeng Tang, Zhenhui Li)....Pages 526-541
 Multi-view Discriminative Learning via Joint Non-negative Matrix Factorization  (Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao)....Pages 542-557
 Efficient Discovery of Embedded Patterns from Large Attributed Trees  (Xiaoying Wu, Dimitri Theodoratos)....Pages 558-576
 Classification Learning from Private Data in Heterogeneous Settings  (Yiwen Nie, Shaowei Wang, Wei Yang, Liusheng Huang, Zhenhua Zhao)....Pages 577-585
Front Matter ....Pages 587-587
 Fusing Satellite Data and Urban Data for Business Location Selection: A Neural Approach  (Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu)....Pages 589-605
 Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation  (Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie et al.)....Pages 606-621
 Deep Sparse Informative Transfer SoftMax for Cross-Domain Image Classification  (Hanfang Yang, Xiangdong Zhou, Lan Lin, Bo Yao, Zijing Tan, Haocheng Tang et al.)....Pages 622-637
 Sitcom-Stars Oriented Video Advertising via Clothing Retrieval  (Haijun Zhang, Yuzhu Ji, Wang Huang, Linlin Liu)....Pages 638-646
Front Matter ....Pages 647-647
 Efficient Snapshot Isolation in Paxos-Replicated Database Systems  (Jinwei Guo, Peng Cai, Bing Xiao, Weining Qian, Aoying Zhou)....Pages 649-665
 Proof of Reputation: A Reputation-Based Consensus Protocol for Peer-to-Peer Network  (Fangyu Gai, Baosheng Wang, Wenping Deng, Wei Peng)....Pages 666-681
 Incremental Materialized View Maintenance on Distributed Log-Structured Merge-Tree  (Huichao Duan, Huiqi Hu, Weining Qian, Haixin Ma, Xiaoling Wang, Aoying Zhou)....Pages 682-700
 CDSFM: A Circular Distributed SGLD-Based Factorization Machines  (Kankan Zhao, Jing Zhang, Liangfu Zhang, Cuiping Li, Hong Chen)....Pages 701-709
Front Matter ....Pages 711-711
 An Industrial-Scale System for Heterogeneous Information Card Ranking in Alipay  (Zhiqiang Zhang, Chaochao Chen, Jun Zhou, Xiaolong Li)....Pages 713-724
 A Twin-Buffer Scheme for High-Throughput Logging  (Qingzhong Meng, Xuan Zhou, Shan Wang, Haiyan Huang, Xiaoli Liu)....Pages 725-737
 Qualitative Instead of Quantitative: Towards Practical Data Analysis Under Differential Privacy  (Xuanyu Bai, Jianguo Yao, Mingyuan Yuan, Jia Zeng, Haibing Guan)....Pages 738-751
 Client Churn Prediction with Call Log Analysis  (Nhi N. Y. Vo, Shaowu Liu, James Brownlow, Charles Chu, Ben Culbert, Guandong Xu)....Pages 752-763
 Unpack Local Model Interpretation for GBDT  (Wenjing Fang, Jun Zhou, Xiaolong Li, Kenny Q. Zhu)....Pages 764-775
 Cost-Sensitive Churn Prediction in Fund Management Services  (James Brownlow, Charles Chu, Bin Fu, Guandong Xu, Ben Culbert, Qinxue Meng)....Pages 776-788
Front Matter ....Pages 789-789
 A Movie Search System with Natural Language Queries  (Xin Wang, Huayi Zhan, Lan Yang, Zonghai Li, Jiying Zhong, Liang Zhao et al.)....Pages 791-796
 EventSys: Tracking Event Evolution on Microblogging Platforms  (Lin Mu, Peiquan Jin, Lizhou Zheng, En-Hong Chen)....Pages 797-801
 AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins  (Xiaotong Wang, Cheng Jiang, Junhua Fang, Xiangfeng Wang, Rong Zhang)....Pages 802-806
 A System for Spatial-Temporal Trajectory Data Integration and Representation  (Douglas Alves Peixoto, Xiaofang Zhou, Nguyen Quoc Viet Hung, Dan He, Bela Stantic)....Pages 807-812
 SLIND: Identifying Stable Links in Online Social Networks  (Ji Zhang, Leonard Tan, Xiaohui Tao, Xiaoyao Zheng, Yonglong Luo, Jerry Chun-Wei Lin)....Pages 813-816
 MusicRoBot: Towards Conversational Context-Aware Music Recommender System  (Chunyi Zhou, Yuanyuan Jin, Kai Zhang, Jiahao Yuan, Shengyuan Li, Xiaoling Wang)....Pages 817-820
 HDUMP: A Data Recovery Tool for Hadoop  (Zhongsheng Li, Qiuhong Li, Wei Wang, Qitong Wang, Fengbin Qi, Yimin Liu et al.)....Pages 821-824
 Modeling and Evaluating MID1 ICAL Pipeline on Spark  (Zhongsheng Li, Qiuhong Li, Yimin Liu, Wei Wang, Fengbin Qi, Mingmin Chi et al.)....Pages 825-828
Back Matter ....Pages 829-834