Database Systems for Advanced Applications: DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22–25, 2019, Proceedings ... Notes in Computer Science Book 11448)

This book constitutes the workshop proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019. The 14 full papers presented were carefully selected and reviewed from 26 submissions to the three following workshops: the 6th International Workshop on Big Data Management and Service, BDMS 2019; the 4th International Workshop on Big Data Quality Management, BDQM 2019; and the Third International Workshop on Graph Data Management and Analysis, GDMA 2019. This volume also includes the short papers, demo papers, and tutorial papers of the main conference DASFAA 2019. -- Provided by publisher Front Matter ....Pages i-xxi Front Matter ....Pages 1-1 A Probabilistic Approach for Inferring Latent Entity Associations in Textual Web Contents (Lei Li, Kun Yue, Binbin Zhang, Zhengbao Sun)....Pages 3-18 UHRP: Uncertainty-Based Pruning Method for Anonymized Data Linear Regression (Kun Liu, Wenyan Liu, Junhong Cheng, Xingjian Lu)....Pages 19-33 Meta-path Based MiRNA-Disease Association Prediction (Hao Lv, Jin Li, Sai Zhang, Kun Yue, Shaoyu Wei)....Pages 34-48 Medical Question Retrieval Based on Siamese Neural Network and Transfer Learning Method (Kun Wang, Bite Yang, Guohai Xu, Xiaofeng He)....Pages 49-64 An Adaptive Kalman Filter Based Ocean Wave Prediction Model Using Motion Reference Unit Data (Yan Tang, Zequan Guo, Yin Wu)....Pages 65-79 ASLM: Adaptive Single Layer Model for Learned Index (Xin Li, Jingdong Li, Xiaoling Wang)....Pages 80-95 SparseMAAC: Sparse Attention for Multi-agent Reinforcement Learning (Wenhao Li, Bo Jin, Xiangfeng Wang)....Pages 96-110 Front Matter ....Pages 111-111 Identifying Reference Relationship of Desktop Files Based on Access Logs (Yukun Li, Xun Zhang, Jie Li, Yuan Wang, Degan Zhang)....Pages 113-127 Visualization of Photo Album: Selecting a Representative Photo of a Specific Event (Yukun Li, Ming Geng, Fenglian Liu, Degan Zhang)....Pages 128-141 Data Quality Management in Institutional Research Output Data Center (Xiaohua Shi, Zhuoyuan Xing, Hongtao Lu)....Pages 142-157 Generalized Bayesian Structure Learning from Noisy Datasets (Yan Tang, Yu Chen, Gaolong Ge)....Pages 158-169 Front Matter ....Pages 171-171 ANDMC: An Algorithm for Author Name Disambiguation Based on Molecular Cross Clustering (Siyang Zhang, Xinhua E, Tao Huang, Fan Yang)....Pages 173-185 Graph Based Aspect Extraction and Rating Classification of Customer Review Data (Sung Whan Jeon, Hye Jin Lee, Hyeonguk Lee, Sungzoon Cho)....Pages 186-199 Streaming Massive Electric Power Data Analysis Based on Spark Streaming (Xudong Zhang, Zhongwen Qian, Siqi Shen, Jia Shi, Shujun Wang)....Pages 200-212 Front Matter ....Pages 213-213 Deletion-Robust k-Coverage Queries (Xingnan Huang, Jiping Zheng)....Pages 215-219 Episodic Memory Network with Self-attention for Emotion Detection (Jiangping Huang, Zhong Lin, Xin Liu)....Pages 220-224 Detecting Suicidal Ideation with Data Protection in Online Communities (Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang)....Pages 225-229 Hierarchical Conceptual Labeling (Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen et al.)....Pages 230-234 Anomaly Detection in Time-Evolving Attributed Networks (Luguo Xue, Minnan Luo, Zhen Peng, Jundong Li, Yan Chen, Jun Liu)....Pages 235-239 A Multi-task Learning Framework for Automatic Early Detection of Alzheimer’s (Nan Xu, Yanyan Shen, Yanmin Zhu)....Pages 240-243 Top-k Spatial Keyword Quer with Typicality and Semantics (Xiangfu Meng, Xiaoyan Zhang, Lin Li, Quangui Zhang, Pan Li)....Pages 244-248 Align Reviews with Topics in Attention Network for Rating Prediction (Yile Liang, Tieyun Qian, Huilin Yu)....Pages 249-253 PSMSP: A Parallelized Sampling-Based Approach for Mining Top-k Sequential Patterns in Database Graphs (Mingtao Lei, Xi Zhang, Jincui Yang, Binxing Fang)....Pages 254-258 Value-Oriented Ranking of Online Reviews Based on Reviewer-Influenced Graph (Yiming Cao, Lizhen Cui, Wei He)....Pages 259-263 Ancient Chinese Landscape Painting Composition Classification by Using Semantic Variational Autoencoder (Bo Yao, Qianzheng Ji, Xiangdong Zhou, Yue Pang, Manliang Cao, Yixuan Wu et al.)....Pages 264-267 Learning Time-Aware Distributed Representations of Locations from Spatio-Temporal Trajectories (Huaiyu Wan, Fuchen Li, Shengnan Guo, Zhong Cao, Youfang Lin)....Pages 268-272 Hyper2vec: Biased Random Walk for Hyper-network Embedding (Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, Guohui Ling)....Pages 273-277 Privacy-Preserving and Dynamic Spatial Range Aggregation Query Processing in Wireless Sensor Networks (Lisong Wang, Zhenhai Hu, Liang Liu)....Pages 278-281 Adversarial Discriminative Denoising for Distant Supervision Relation Extraction (Bing Liu, Huan Gao, Guilin Qi, Shangfu Duan, Tianxing Wu, Meng Wang)....Pages 282-286 Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning (Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling)....Pages 287-291 Distributed PARAFAC Decomposition Method Based on In-memory Big Data System (Hye-Kyung Yang, Hwan-Seung Yong)....Pages 292-295 GPU-Accelerated Dynamic Graph Coloring (Ying Yang, Yu Gu, Chuanwen Li, Changyi Wan, Ge Yu)....Pages 296-299 Relevance-Based Entity Embedding (Weixin Zeng, Xiang Zhao, Jiuyang Tang, Jinzhi Liao, Chang-Dong Wang)....Pages 300-304 An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update (Pingfu Chao, Wen Hua, Xiaofang Zhou)....Pages 305-309 Exploring Regularity in Traditional Chinese Medicine Clinical Data Using Heterogeneous Weighted Networks Embedding (Chunyang Ruan, Ye Wang, Yanchun Zhang, Yun Yang)....Pages 310-313 AGREE: Attention-Based Tour Group Recommendation with Multi-modal Data (Fang Hu, Xiuqi Huang, Xiaofeng Gao, Guihai Chen)....Pages 314-318 Random Decision DAG: An Entropy Based Compression Approach for Random Forest (Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, Yifeng Zeng)....Pages 319-323 Generating Behavior Features for Cold-Start Spam Review Detection (Xiaoya Tang, Tieyun Qian, Zhenni You)....Pages 324-328 TCL: Tensor-CNN-LSTM for Travel Time Prediction with Sparse Trajectory Data (Yibin Shen, Jiaxun Hua, Cheqing Jin, Dingjiang Huang)....Pages 329-333 A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation (Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling)....Pages 334-337 Multidimensional Skylines over Streaming Data (Karim Alami, Sofian Maabout)....Pages 338-342 A Domain Adaptation Approach for Multistream Classification (Yue Xie, Jingjing Li, Mengmeng Jing, Ke Lu, Zi Huang)....Pages 343-347 Gradient Boosting Censored Regression for Winning Price Prediction in Real-Time Bidding (Piyush Paliwal, Oleksii Renov)....Pages 348-352 Deep Sequential Multi-task Modeling for Next Check-in Time and Location Prediction (Wenwei Liang, Wei Zhang, Xiaoling Wang)....Pages 353-357 SemiSync: Semi-supervised Clustering by Synchronization (Zhong Zhang, Didi Kang, Chongming Gao, Junming Shao)....Pages 358-362 Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors (Xianchen Wang, Hongtao Liu, Peiyi Wang, Fangzhao Wu, Hongyan Xu, Wenjun Wang et al.)....Pages 363-367 MVS-match: An Efficient Subsequence Matching Approach Based on the Series Synopsis (Kefeng Feng, Jiaye Wu, Peng Wang, Ningting Pan, Wei Wang)....Pages 368-372 Spatial-Temporal Recommendation for On-demand Cinemas (Taofeng Xue, Beihong Jin, Beibei Li, Kunchi Liu, Qi Zhang, Sihua Tian)....Pages 373-377 Finding the Key Influences on the House Price by Finite Mixture Model Based on the Real Estate Data in Changchun (Xin Xu, Zeyu Huang, Jingyi Wu, Yanjie Fu, Na Luo, Weitong Chen et al.)....Pages 378-382 Semi-supervised Clustering with Deep Metric Learning (Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia Sadiq, Xiaofang Zhou)....Pages 383-386 Spatial Bottleneck Minimum Task Assignment with Time-Delay (Long Li, Jingzhi Fang, Bowen Du, Weifeng Lv)....Pages 387-391 A Mimic Learning Method for Disease Risk Prediction with Incomplete Initial Data (Lin Yue, Haonan Zhao, Yiqin Yang, Dongyuan Tian, Xiaowei Zhao, Minghao Yin)....Pages 392-396 Hospitalization Behavior Prediction Based on Attention and Time Adjustment Factors in Bidirectional LSTM (Lin Cheng, Yongjian Ren, Kun Zhang, Li Pan, Yuliang Shi)....Pages 397-401 Modeling Item Categories for Effective Recommendation (Bo Song, Yi Cao, Weike Pan, Congfu Xu)....Pages 402-405 Distributed Reachability Queries on Massive Graphs (Tianming Zhang, Yunjun Gao, Congzheng Li, Congcong Ge, Wei Guo, Qiang Zhou)....Pages 406-410 Edge-Based Shortest Path Caching in Road Networks (Detian Zhang, An Liu, Gaoming Jin, Qing Li)....Pages 411-414 Extracting Definitions and Hypernyms with a Two-Phase Framework (Yifang Sun, Shifeng Liu, Yufei Wang, Wei Wang)....Pages 415-419 Tag Recommendation by Word-Level Tag Sequence Modeling (Xuewen Shi, Heyan Huang, Shuyang Zhao, Ping Jian, Yi-Kun Tang)....Pages 420-424 A New Statistics Collecting Method with Adaptive Strategy (Jin-Tao Gao, Wen-Jie Liu, Zhan-Huai Li, Hong-Tao Du, Ou-Ya Pei)....Pages 425-429 Word Sense Disambiguation with Massive Contextual Texts (Ya-fei Liu, Jinmao Wei)....Pages 430-433 Learning DMEs from Positive and Negative Examples (Yeting Li, Chunmei Dong, Xinyu Chu, Haiming Chen)....Pages 434-438 Serial and Parallel Recurrent Convolutional Neural Networks for Biomedical Named Entity Recognition (Qianhui Lu, Yunlai Xu, Runqi Yang, Ning Li, Chongjun Wang)....Pages 439-443 DRGAN: A GAN-Based Framework for Doctor Recommendation in Chinese On-Line QA Communities (Bing Tian, Yong Zhang, Xinhuan Chen, Chunxiao Xing, Chao Li)....Pages 444-447 Attention-Based Abnormal-Aware Fusion Network for Radiology Report Generation (Xiancheng Xie, Yun Xiong, Philip S. Yu, Kangan Li, Suhua Zhang, Yangyong Zhu)....Pages 448-452 LearningTour: A Machine Learning Approach for Tour Recommendation Based on Users’ Historical Travel Experience (Zhaorui Li, Yuanning Gao, Xiaofeng Gao, Guihai Chen)....Pages 453-456 TF-Miner: Topic-Specific Facet Mining by Label Propagation (Zhaotong Guo, Bifan Wei, Jun Liu, Bei Wu)....Pages 457-460 Fast Raft Replication for Transactional Database Systems over Unreliable Networks (Peng Cai, Jinwei Guo, Huan Zhou, Weining Qian, Aoying Zhou)....Pages 461-465 Parallelizing Big De Bruijn Graph Traversal for Genome Assembly on GPU Clusters (Shuang Qiu, Zonghao Feng, Qiong Luo)....Pages 466-470 GScan: Exploiting Sequential Scans for Subgraph Matching (Zhiwei Zhang, Hao Wei, Jianliang Xu, Byron Choi)....Pages 471-475 SIMD Accelerates the Probe Phase of Star Joins in Main Memory Databases (Zhuhe Fang, Zeyu He, Jiajia Chu, Chuliang Weng)....Pages 476-480 A Deep Recommendation Model Incorporating Adaptive Knowledge-Based Representations (Chenlu Shen, Deqing Yang, Yanghua Xiao)....Pages 481-486 BLOMA: Explain Collaborative Filtering via Boosted Local Rank-One Matrix Approximation (Chongming Gao, Shuai Yuan, Zhong Zhang, Hongzhi Yin, Junming Shao)....Pages 487-490 Spatiotemporal-Aware Region Recommendation with Deep Metric Learning (Hengpeng Xu, Yao Zhang, Jinmao Wei, Zhenglu Yang, Jun Wang)....Pages 491-494 On the Impact of the Length of Subword Vectors on Word Embeddings (Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan)....Pages 495-499 Using Dilated Residual Network to Model Distantly Supervised Relation Extraction (Lei Zhan, Yan Yang, Pinpin Zhu, Liang He, Zhou Yu)....Pages 500-504 Modeling More Globally: A Hierarchical Attention Network via Multi-Task Learning for Aspect-Based Sentiment Analysis (Xiangying Ran, Yuanyuan Pan, Wei Sun, Chongjun Wang)....Pages 505-509 A Scalable Sparse Matrix-Based Join for SPARQL Query Processing (Xiaowang Zhang, Mingyue Zhang, Peng Peng, Jiaming Song, Zhiyong Feng, Lei Zou)....Pages 510-514 Change Point Detection for Streaming High-Dimensional Time Series (Masoomeh Zameni, Zahra Ghafoori, Amin Sadri, Christopher Leckie, Kotagiri Ramamohanarao)....Pages 515-519 Front Matter ....Pages 521-521 Distributed Query Engine for Multiple-Query Optimization over Data Stream (Junye Yang, Yong Zhang, Jin Wang, Chunxiao Xing)....Pages 523-527 Adding Value by Combining Business and Sensor Data: An Industry 4.0 Use Case (Guenter Hesse, Christoph Matthies, Werner Sinzig, Matthias Uflacker)....Pages 528-532 AgriKG: An Agricultural Knowledge Graph and Its Applications (Yuanzhe Chen, Jun Kuang, Dawei Cheng, Jianbin Zheng, Ming Gao, Aoying Zhou)....Pages 533-537 KGVis: An Interactive Visual Query Language for Knowledge Graphs (Xin Wang, Qiang Fu, Jianqiang Mei, Jianxin Li, Yajun Yang)....Pages 538-541 OperaMiner: Extracting Character Relations from Opera Scripts Using Deep Neural Networks (Xujian Zhao, Xinnan Dai, Peiquan Jin, Hui Zhang, Chunming Yang, Bo Li)....Pages 542-546 GparMiner: A System to Mine Graph Pattern Association Rules (Xin Wang, Yang Xu, Ruocheng Zhao, Junjie Lin, Huayi Zhan)....Pages 547-552 A Data Publishing System Based on Privacy Preservation (Zhihui Wang, Yun Zhu, Xuchen Zhou)....Pages 553-556 Privacy as a Service: Publishing Data and Models (Ashish Dandekar, Debabrota Basu, Thomas Kister, Geong Sen Poh, Jia Xu, Stéphane Bressan)....Pages 557-561 Dynamic Bus Route Adjustment Based on Hot Bus Stop Pair Extraction (Jiaye Liu, Jiali Mao, YunTao Du, Lishen Zhao, Zhao Zhang)....Pages 562-566 DHDSearch: A Framework for Batch Time Series Searching on MapReduce (Zhongsheng Li, Qiuhong Li, Wei Wang, Yang Wang, Yimin Liu)....Pages 567-570 Bus Stop Refinement Based on Hot Spot Extraction (Yilian Xin, Jiali Mao, Simin Yu, Minxi Li, Cheqing Jin)....Pages 571-575 Adaptive Transaction Scheduling for Highly Contended Workloads (Jixin Wang, Jinwei Guo, Huan Zhou, Peng Cai, Weining Qian)....Pages 576-580 IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data (Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao)....Pages 581-584 Back Matter ....Pages 585-607