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Author DASFAA (Conference : Database systems) (24th : 2019 : Chiang Mai, Thailand)

Title Database systems for advanced applications : 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part II / Guoliang Li, Jun Yang, Joao Gama, Juggapong Natwichai, Yongxin Tong, (Eds.)
Published Cham, Switzerland : Springer, [2019]
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Description 1 online resource : illustrations (some color)
Series LNCS sublibrary: SL 3 - information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 11447
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 11447
Contents [I]. Machine learning: 1. An approach based on Bayesian networks for query selectivity estimation / Max Halford, Philippe Saint-Pierre, and Franck Morvan -- 2. An exploration of cross-modal retrieval for unseen concepts / Fangming Zhong, Zhikui Chen, and Geyong Min -- 3. Continuous patient-centric sequence generation via sequentially coupled adversarial learning / Lu Wang, Wei Zhang, and Xiaofeng He -- 4. DMMAM : deep multi-source multi-task attention model for intensive care unit diagnosis / Zhenkun Shi, Wanli Zuo, Weitong Chen, Lin Yue, Yuwei Hao, and Shining Liang -- 5. Learning k-occurrence regular expression with interleaving / Yeting Li, Xiaolan Zhang, Jialun Cao, Haiming Chen, and Chong Gao -- 6. Learning from user social relation for document sentiment classification / Kangzhi Zhao, Yong Zhang, Yan Zhang, Chunxiao Xing, and Chao Li -- 7. Reinforcement learning to diversify top-N recommendation / Lixin Zou, Long Xia, Zhuoye Ding, Dawei Yin, Jiaxing Song, and Weidong Liu -- 8. Retweeting prediction using matrix factorization with binomial distribution and contextual information / Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Feng Yi, and Dongxu Han -- 9. Sparse gradient compression for distributed SGD / Haobo Sun, Yingxia Shao, Jiawei Jiang, Bin Cui, Kai Lei, Yu Xu, and Jiang Wang -- 10. STDR : a deep learning method for travel time estimation / Jie Xu, Yong Zhang, Li Chao, and Chunxiao Xing -- 11. Using fractional latent topic to enhance recurrent neural network in text similarity modeling / Yang Song, Wenxin Hu, and Liang He -- 12. Efficiency mining maximal diverse frequent itemsets / Dingming Wu, Dexin Luo, Christian S. Jensen, and Joshua Zhexue Huang
[III]. Recommendation: 18. AdaCML : adaptive collaborative metric learning for recommendation / Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, and Zhiming Cui -- 19. Adaptive attention-aware gated recurrent unit for sequential recommendation / Anjing Luo, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Zhixu Li, Lei Zhao, Victor S. Sheng, and Zhiming Cui -- 20. Attention and convolution enhanced memory network for sequential recommendation / Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, and Zhiming Cui -- 21. Attention-based neural tag recommendation / Jiahao Yuan, Yuanyuan Jin, Wenyan Liu, and Xiaoling Wang -- 22. Density matrix based preference evolution networks for e-commerce recommendation / Panpan Wang, Zhao Li, Xuming Pan, Donghui Ding, Xia Chen, and Yuexian Hou -- 23. Multi-source multi-net micro-video recommendation with hidden item category discovery / Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xiaofang Zhou, and Jadwiga Indulska -- 24. Incorporating task-oriented representation in text classification / Xue Lei, Yi Cai, Jingyun Xu, Da Ren, Qing Li, and Ho-fung Leung -- 25. Music playlist recommendation with long short-term memory / Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, and Kai Zheng -- 26. Online collaborative filtering with implicit feedback / Jianwen Yin, Chenghao Liu, Jundong Li, BingTian Dai, Yun-chen Chen, Min Wu, and Jianling Sun -- 27. Subspace ensemble-based neighbor user searching for neighborhood-based collaborative filtering / Zepeng Li and Li Zhang -- 28. Towards both local and global query result diversification / Ming Zhong, Huanyu Cheng, Ying Wang, Yuanyuan Zhu, Tieyun Qian, and Jianxin Li
[II]. Privacy and graph: 13. Efficient local search for minimum dominating sets in large graphs / Yi Fan, Yongxuan Lai, Chengqian Li, Nan Li, Zongjie Ma, Jun Zhou, Longin Jan Latecki, and Kaile Su -- 14. Multi-level graph compression for fast reachability detection / Shikha Anirban, Junhu Wang, and Md. Saiful Islam -- 15. Multiple privacy regimes mechanism for local differential privacy / Yutong Ye, Min Zhang, Dengguo Feng, Hao Li, and Jialin Chi -- 16. Privacy preserving elastic stream processing with clouds using homomorphic encryption / Arosha Rodrigo, Miyuru Dayarathna, and Sanath Jayasena -- 17. Select the best for me : privacy-preserving polynomial evaluation algorithm over road network / Wei Song, Chengliang Shi, Yuan Shen, and Zhiyong Peng
[IV]. Social network: 29. Strucutred spectral clustering of PurTree data / Xiaojun Chen, Chao Guo, Yixiang Fang, and Rui Mao -- 30. Dynamic stochastic block model with scale-free characteristic for temporal complex networks / Xunxun Wu, Pengfei Jiao, Yaping Wang, Tianpeng Li, Wenjun Wang, and Bo Wang -- 31. In good company : efficient retrieval of the top-k most relevant event-partner pairs / Dingming Wu, Yi Zhu, and Christian S. Jensen -- 32. Local experts finding across multiple social networks / Yuliang Ma, Ye Yuan, Guoren Wang, Yishu Wang, Delong Ma, and Pengjie Cui -- 33. SBRNE : an improved unified framework for social and behavior recommendations with network embedding / Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, and Ning Li -- 34. User intention-based document summarization on heterogeneous sentence networks / Hsiu-Yi Wang, Jia-Wei Chang, and Jen-Wei Huang
[VI]. Spatio-temporal: 41. A frequency-aware spatio-temporal network for traffic flow prediction / Shunfeng Peng, Yanyan Shen, Yanmin Zhu, and Yuting Chen -- 42. Efficient algorithms for solving aggregate keyword routing problems / Qize Jiang, Weiwei Sun, Baihua Zheng, and Kunjie Chen -- 43. Perceiving topic bubbles : local topic detection in spatio-temporal tweet stream / Junsha Chen, Neng Gao, Cong Xue, Chenyang Tu, and Daren Zha -- 44. Real-time route planning and online order dispatch for bus-booking platforms / Hao Zhou, Yucen Gao, Xiaofeng Gao, and Guihai Chen -- 45. STL : online detection of taxi trajectory anomaly based on spatial-temporal laws / Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, and Tao Zhang
[V]. Spatial: 35. A hierarchical index structure for region-aware spatial keyword search with edit distance constraint / Junye Yang, Yong Zhang, Huiqi Hu, and Chunxiao Xing -- 36. Collective POI querying based on multiple keywords and user preference / Dongjin Yu, Yiyu Wu, Chengfei Liu, and Xiaoxiao Sun -- 37. DPSCAN : structural graph clustering based on density peaks / Changfa Wu, Yu Gu, and Ge Yu -- 38. Efficient processing of spatial group preference queries / Zhou Zhang, Peiquan Jin, Yuan Tian, Shouhong Wan, and Lihua Yue -- 39. Reverse-auction-based competitive order assignment for mobile taxi-hailing systems / Hui Zhao, Mingjun Xiao, Jie Wu, An Liu, and Baoyi An -- 40. Top-k spatio-topic query on social media data / Lianming Zhou, Xuanhao Chen, Yan Zhao, and Kai Zheng
Summary This two-volume set LNCS 11446 and LNCS 11447 constitutes the refereed proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019. The 92 full papers and 64 short papers were carefully selected from a total of 501 submissions. In addition, 13 demo papers and 6 tutorial papers are included. The full papers are organized in the following topics: big data; clustering and classification; crowdsourcing; data integration; embedding; graphs; knowledge graph; machine learning; privacy and graph; recommendation; social network; spatial; and spatio-temporal. The short papers, demo papers, and tutorial papers can be found in the volume LNCS 11448, which also includes the workshops of DASFAA 2019. -- Provided by publisher
Bibliography Includes bibliographical references and authors' index
Notes Online resource; title from digital title page (viewed on May 17, 2019)
Subject Artificial intelligence.
Computer networks.
Data mining.
Database management -- Congresses.
Databases -- Congresses.
Information organization.
Information retrieval.
Social sciences -- Data processing.
Artificial intelligence.
Computer networks.
Data mining.
Database management.
Databases.
Information organization.
Information retrieval.
Social sciences -- Data processing.
Genre/Form Conference papers and proceedings.
Form Electronic book
Author Juggapong Natwichai, editor.
Gama, João, editor.
Li, Guoliang, editor.
Tong, Yongxin, editor.
Yang, Jun, 1975 September 9- editor.
ISBN 3030185796
9783030185794