| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 11448 |
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LNCS sublibrary: SL 3 - information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 11448.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
[I]. The 6th International Workshop on Big Data Management and Service (BDMS 2019): 1. A probabilistic approach for inferring latent entity associations in textual web contents / Lei Li, Kun Yue, Binbin Zhang, and Zhengbao Sun -- 2. UHRP : uncertainty-based pruning method for anonymized data linear regression / Kun LIu, Wenyan Liu, Junhong Cheng, and Xingjian Lu -- 3. Meta-path based MiRNA-disease association prediction / Hao Lv, Jin Li, Sai Zhang, Kun Yue, and Shaoyu Wei -- 4. Medical question retrieval based on Siamese neural network and transfer learning method / Kun Wang, Bite Yang, Guohai Xu, and Xiaofeng He -- 5. An adaptive Kalman filter based ocean wave prediction model using motion reference unit data / Yan Tang, Zequan Guo, and Yin Wu -- 6. ASLM : adaptive single layer model for learned index / Xin Li, Jingdong Li, and Xiaoling Wang -- 7. SparseMAAC : sparse attention for multi-agent reinforcement learning / Wenhao Li, Bo Jin, and Xiangfeng Wang |
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[II]. The 4th International Workshop on Big Data Quality Management (BDQM 2019): 8. Identifying reference relationship of desktop files based on access logs / Yukun Li, Xun Zhang, Jie Li, Yuan Wang, and Degan Zhang -- 9. Visualization of photo album : selecting a representative photo of a specific event / Yukun Li, Ming Geng, Fenglian Liu, and Degan Zhang -- 10. Data quality management in institutional research output data center / Xiaohua Shi, Zhuoyuan Xing, and Hongtao Lu -- 11. Generalized Bayesian structure learning from noisy datasets / Yan Tang, Yu Chen, and Gaolong Ge |
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[III]. The Third International Workshop on Graph Data Management and Analysis (GDMA 2019): 12. ANDMC : an algorithm for author name disambiguation based on molecular cross clustering / Siyang Zhang, Xinhua E, Tao Huang, and Fan Yang -- 13. Graph based aspect extraction and rating classification on customer review data / Sung Whan Jeon, Hye Jin Lee, Hyeonguk Lee, and Sungzoon Cho -- 14. Streaming massive electric power data analysis based on spark streaming / Xudong Zhang, Zhongwen Qian, Siqi Shen, Jia Shi, and Shujun Wang |
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[IV]. Posters: 15. Deletion-robust k-coverage queries / Xingnan Huang and Jiping Zheng -- 16. Episodic memory network with self-attention for emotion detection / Jiangping Huang, Zhong Lin, and Xin Liu -- 17. Detecting suicidal ideation with data protection in online communities / Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, and Sen Wang -- 18. Hierarchical conceptual labeling / Haiyun Jiang, Cengguang Zhang, Deqing Yang, Yanghua Xiao, Jingping Liu, Jindong Chen, Chao Wang, Chenguang Li, Jiaqing Liang, Bin Liang, and Wei Wang -- 19. Anomaly detection in time-evolving attributed networks / Luguo Xue, Minnan Luo, Zhen Peng, Jundong Li, Yan Chen, and Jun Liu -- 20. A multi-task learning framework for automatic early detection of Alzheimer's / Nan Xu, Yanyan Shen, and Yanmin Zhu -- 21. Top-k spatial keywoord query with typicality and semantics / Xiangfu Meng, Xiaoyan Zhang, Lin Li, Quangui Zhang, and Pan Li -- 22. Align reviews with topic in attention network for rating prediction / Yile Liang, Tieyun Qian, and Huilin Yu -- 23. PSMSP : a parallelized sampling-based approach for mining top-k sequential patterns in database graphs / Mingtao Lei, Xi Zhang, Jincui Yang, and Binxing Fang -- 24. Value-oriented ranking of online reviews based on reviewer-influenced graph / Yiming Cao, Lizhen Cui, and Wei He -- 25. Ancient Chinese landscape painting composition classification by using semantic variational autoencoder / Bo Yao, Qianzheng Ji, Xiangdong Zhou, Yue Pang, Manliang Cao, Yixuan Wu, and Zijing Tan |
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26. Learning time-aware distributed representations of locations from spatio-temporal trajectories / Huaiyu Wan, Fuchen Li, Shengnan Guo, Zhong Cao, and Youfang Lin -- 27. Hyper2vec : biased random walk for hyper-network embedding / Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, and Guohui Ling -- 28. Privacy-preserving and dynamic spatial range aggregation query processing in wireless sensor networks / Lisong Wang, Zhenhai Hu, and Liang Liu -- 29. Adversarial discriminative denoising for distant supervision relation extraction / Bing Liu, Huan Gao, Guilin Qi, Shangfu Duan, Tianxing Wu, and Meng Wang -- 30. Nonnegative spectral clustering for large-scale semi-supervised learning / Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Lig -- 31. Distributed PARAFAC decomposition method based on in-memory big data system / Hye-Kyung Yang and Hwan-Seung Yong -- 32. GPU-accelerated dynamic graph coloring / Ying Yang, Yu Gu, Chuanwen Li, Changyi Wan, and Ge Yu -- 33. Relevance-based entity embedding / Weixin Zeng, Xiang Zhao, Jiuyang Tang, Jinzhi Liao, and Chang-Dong Wang -- 34. An iterative map-trajectory co-optimisation framework based on map-matching and map update / Pingfu Chao, Wen Hua, and Xiaofang Zhou -- 35. Exploring regularity in traditional Chinese medicine clinical data using heterogeneous weighted networks embedding / Chunyang Ruan, Ye Wang, Yanchun Zhang, and Yun Yang -- 36. AGREE : attention-based tour group recommendation with multi-modal data / Fang Hu, Xiuqi Huang, Xiaofeng Gao, and Guihai Chen -- 37. Random decision DAG : an entropy based compression approach for random forest / Xin Liu, Xiao Liu, Yongxuan Lai, Fan Yang, and Yifeng Zeng |
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38. Generating behavior features for cold-start spam review detection / Xiaoya Tang, Tieyun Qian, and Zhenni You -- 39. TCL : tensor-CNN-LSTM for travel time prediction with sparse trajectory data / Yibin Shen, Jiaxun Hua, Cheqing Jin, and Dingjiang Huang -- 40. A semi-supervised classification approach for multiple time-varying networks with total variation / Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, and Guohui Ling -- 41. Multidimensional skylines over streaming data / Karim Alami and Sofian Maabout -- 42. A domain adaptation approach for multistream classification / Yue Xie, Jingjing Li, Mengmeng Jing, Ke Lu, and Zi Huang -- 43. Gradient boosting censored regression for winning price prediction in real-time bidding / Piyush Paliwal and Oleksii Renov -- 44. Deep sequential multi-task modeling for next check-in time and location prediction / Wenwei Liang, Wei Zhang, and Xiaoling Wang -- 45. SemiSync : semi-supervised clustering by synchronization / Zhong Zhang, Didi Kang, Chongming Gao, and Junming Shao -- 46. Neural review rating prediction with hierarchical attentions and latent factors / Xianchen Wang, Hongtao Liu, Peiyi Wang, Fangzhao Wu, Hongyan Xu, Wenjun Wang, and Xing Xie -- 47. MVS-match : an efficient subsequence matching approach based on the series synopsis / Kefeng Feng, Jiaye Wu, Peng Wang, Ningting Pan, and Wei Wang -- 48. Spatial-temporal recommendations for on-demand cinemas / Taofeng Xue, Beihong Jin, Beibei Li, Kunchi Liu, Qi Zhang, and Sihua Tian -- 49. Finding the key influences on the house price by finite mixture model absed on the real estate data in Changchun / Xin Xu, Zeyu Huang, Jingyi Wu, Yanjie Fu, Na Luo, Weitong Chen, Jianan Wang, and Minghao Yin |
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50. Semi-supervised clustering with deep metric learning / Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia Sadiq, and Xiaofang Zhou -- 51. Spatial bottleneck minimum task assignment with time-delay / Long Li, Jingzhi Fang, Bowen Du, and Weifeng Lv -- 52. A mimic learning method for disease risk prediction with incomplete initial data / Lin Yue, Haonan Zhao, Yiqin Yang, Dongyuan Tian, Xiaowei Zhao, and Minghao Yin -- 53. Hospitalization behavior prediction based on attention and time adjustment factors in bidirectional LSTM / Lin Cheng, Yongjian Ren, Kun Zhang, Li Pan, and Yuliang Shi -- 54. Modeling item categories for effective recommendation / Bo Song, Yi Cao, Weike Pan, and Congfu Xu -- 55. Distributed reachability queries on massive graphs / Tianming Zhang, Yunjun Gao, Congzheng Li, Congcong Ge, Wei Guo, and Qiang Zhou -- 56. Edge-based shortest path caching in road networks / Detian Zhang, An Liu, Gaoming Jin, and Qing Li -- 57. Extracting definitions and hypernyms with a two-phase framework / Yifang Sun, Shifeng Liu, Yufei Wang, and Wei Wang -- 58. Tag recommendation by word-level tag sequence modeling / Xuewen Shi, Heyan Huang, Shuyang Zhao, Ping Jian, and Yi-Kun Tang -- 59. A new statistics collecting method with adaptive strategy / Jin-Tao Gao, Wen-Jie Liu, Zhan-Huai Li, Hong-Tao Du, and Ou-Ya Pei -- 60. Word sense disambiguation with massive contextual texts / Ya-fei Liu and Jinmao Wei -- 61. Learning DMEs from positive and negative examples / Yeting Li, Chunmei Dong, Xinyu Chu, and Haiming Chen -- 62. Serial and parallel recurrent convolutional neural networks for biomedical named entity recognition / Qianhui Lu, Yunlai Xu, Runqi Yang, Ning Li, and Chongjun Wang |
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63. DRGAN : a GAN-based framework for doctor recommendation in Chinese on-line QA communities / Bing Tian, Yong Zhang, Xinhuan Chen, Chunxiao Xing, and Chao Li -- 64. Attention-based abnormal-aware fusion network for radiology report generation / Xiancheng Xie, Yun Xiong, Philip S. Yu, Kangan Li, Suhua Zhang, and Yangyong Zhu -- 65. LearningTour : a machine learning approach for tour recommendation based on users' historical travel experience / Zhaorui Li, Yuanning Gao, Xiaofeng Gao, and Guihai Chen -- 66. TF-miner : topic-specific facet mining by label propagation / Zhaotong Guo, Bifan Wei, Jun Liu, and Bei Wu -- 67. Fast raft replication for transactional database systems over unreliable networks / Peng Cai, Jinwei Guo, Huan Zhou, Weining Qian, and Aoying Zhou -- 68. Parallelizing big De Brujin graph traversal for genome assembly on GPU clusters / Shuang Qiu, Zonghao Feng, and Qiong Luo -- 69. GScan : exploiting sequential scans for subgraph matching / Zhiwei Zhang, Hao Wei, Jianliang Xu, and Byron Choi -- 70. SIMD accelerates the probe phase of star joins in main memory databases / Zhuhe Fang, Zeyu He, Jiajia Chu, and Chuliang Weng -- 71. A deep recommendation model incorporating adaptive knowledge-based representation / Chenlu Shen, Deqing Yang, and Yanghua Xiao -- 72. BLOMA : explaining collaborative filtering via boosted local rank-one matrix approximation / Chongming Gao, Shuai Yuan, Zhong Zhang, Hongzhi Yin, and Junming Shao |
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73. Spatiotemporal-aware region recommendation with deep metric learning / Hengpeng Xu, Yao Zhang, Jinmao Wei, Zhenglu Yang, and Jun Wang -- 74. On the impact of the length of subword vectors on word embeddings / Xiangrui Cai, Yonghong Luo, Ying Zhang, and Xiaojie Yuan -- 75. Using dilated residual network to mode distantly supervised relation extraction / Lei Zhan, Yan Yang, Pinpin Zhu, Liang He, and Zhou Yu -- 76. Modeling more globally : a hierarchical network via multi-task learning for aspect-based sentiment analysis / Xiangying Ran, Yuanyuan Pan, Wei Sun, and Chongjun Wang -- 77. A scalable sparse matrix-based join for SPARQL query processing / Xiaowang Zhang, Mingyue Zhang, Peng Peng, Jiaming Song, Zhiyong Fent, and Lei Zou -- 78. Change point detection for streaming high-dimensional time series / Masoomeh Zameni, Zahra Ghafoori, Amin Sadri, Christopher Leckie, and Kotagiri Ramamohanarao |
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[V]. Demos: 79. Distributed query engine for multiple-query optimization over data stream / Junye Yang, Yong Zhang, Jin Wang, Chunxiao Xing -- 80. Adding value by combining business and sensor data : an industry 4.0 use case / Guenter Hesse, Christoph Matthies, Werner Sinzig, Matthias Uflacker -- 81. AgriKG : an agricultural knowledge graph and its applications / Yuanzhe Chen, Jun Kuang, Dawei Cheng, Jianbin Zheng, Ming Gao, Aoying Zhou -- 82. KGVis : an interactive visual query language for knowledge graphs / Xin Wang, Qiang Fu, Jianqiang Mei, Jianxin Li, Yajun Yang -- 83. OperaMiner : extracting character relations from Opera scripts using deep neural networks / Xujian Zhao, Xinnan Dai, Peiquan Jin, Hui Zhang, Chunming Yang, Bo Li -- 84. GparMiner : a system to mine graph pattern association rules / Xin Wang, Yang Xu, Ruocheng Zhao, Junjie Lin, Huayi Zhan -- 85. A data publishing system based on privacy and preservation / Zhihui Wang, Yun Zhu, Xuchen Zhou -- 86. Privacy as a service : publishing data and models / Ashish Dandekar, Debabrota Basu, Thomas Kister, Geong Sen Poh, Jia Xu, Stéphane Bressan -- 87. Dynamic bus route adjustment based on hot bus stop pair extraction / Jiaye Liu, Jiali Mao, YunTao Du, Lishen Zhao, Zhao Zhang -- 88. DHDSearch : a framework for batch time series searching on MapReduce / Zhongsheng Li, Qiuhong Li, Wei Wang, Yang Wang, Yimin Liu -- 89. Bus stop refinement based on hot spot extraction / Yilian Xin, Jiali Mao, Simin Yu, Minxi Li, Cheqing Jin -- 90. Adaptive transaction scheduling for highly contended workloads / Jixin Wang, Jinwei Guo, Huan Zhou, Peng Cai, Weining Qian -- 91. IMOptimizer : an online interactive parameter optimization system based on big data / Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao |
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[VI]. Tutorials: 92. Cohesive subgraphs with hierarchical decomposition on big graphs / Wenjie Zhang, Fan Zhang, Ying Zhang, and Lu Qin -- 93. Tracking user behaviours : laboratory-based and in-the-wild user studies / Gianluca Demartini and Shazia Sadiq -- 94. Mining knowledge graphs for vision tasks / Xiaojun Chang, Fengda Zhu, Xiaoran Bi, Weili Guan, Zongyuan Ge, and Minnan Luo -- 95. Enterprise knowledge graph from specific business task to enterprise knowledge management / Rong Duan and Yanghua Xiao -- 96. Knowledge graph data management / Xin Wang -- 97. Deep learning for healthcare data processing / Weitong Chen |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and authors' index |
| Subject |
Databases -- Congresses
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Database management -- Congresses
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Computer networks.
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Computer Communication Networks
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Artificial intelligence
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Computer networks
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Data mining
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Data protection
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Database management
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Databases
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Li, Guoliang (Computer scientist), editor.
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Yang, Jun, 1975 September 9- editor.
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Gama, João, editor.
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Juggapong Natwichai, editor.
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Tong, Yongxin, editor.
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| ISBN |
9783030185909 |
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3030185907 |
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