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22. DASFAA 2017: Suzhou, China - Volume 2
- K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10178, Springer 2017, ISBN 978-3-319-55698-7
Map Matching and Spatial Keywords
- Xibo Zhou, Ye Ding, Haoyu Tan, Qiong Luo
, Lionel M. Ni:
HIMM: An HMM-Based Interactive Map-Matching System. 3-18 - Tao Wang, Jiali Mao, Cheqing Jin:
HyMU: A Hybrid Map Updating Framework. 19-33 - Jing Chen, Jiajie Xu, Chengfei Liu
Multi-objective Spatial Keyword Query with Semantics. 34-48
Query Processing and Optimization (II)
- Kaiqi Zhang, Hong Gao, Xixian Han, Donghua Yang, Zhipeng Cai
RSkycube: Efficient Skycube Computation by Reusing Principle. 51-64 - Ruoxi Shi, Hongzhi Wang
Similarity Search Combining Query Relaxation and Diversification. 65-84 - Haocheng Wu, Zuohui Tian, Wei Wu, Enhong Chen:
An Unsupervised Approach for Low-Quality Answer Detection in Community Question-Answering. 85-101 - Salman Ahmed Shaikh
Approximate OLAP on Sustained Data Streams. 102-118
Search and Information Retrieval
- Chao Wang, Ying Zhang, Wei Jie
Hierarchical Semantic Representations of Online News Comments for Emotion Tagging Using Multiple Information Sources. 121-136 - Xiaotian Hao, Ji Cheng, Jan Vosecky, Wilfred Ng:
Towards a Query-Less News Search Framework on Twitter. 137-152 - Zehui Hao, Zhongyuan Wang, Xiaofeng Meng, Jun Yan, Qiuyue Wang:
Semantic Definition Ranking. 153-168 - Amar Budhiraja, P. Krishna Reddy:
An Improved Approach for Long Tail Advertising in Sponsored Search. 169-184
String and Sequence Processing
- Bin Wang, Xiaochun Yang, Jinxu Li:
Locating Longest Common Subsequences with Limited Penalty. 187-201 - Pengfei Xu, Jiaheng Lu
Top-k String Auto-Completion with Synonyms. 202-218 - Yutong Han, Bin Wang, Xiaochun Yang, Huaijie Zhu:
Efficient Regular Expression Matching on Compressed Strings. 219-234 - Lei Duan, Li Yan, Guozhu Dong, Jyrki Nummenmaa
Mining Top-k Distinguishing Temporal Sequential Patterns from Event Sequences. 235-250
Stream Data Processing
- Chunyao Song, Tingjian Ge, Cindy X. Chen, Jie Wang:
Soft Quorums: A High Availability Solution for Service Oriented Stream Systems. 253-268 - Jiawei Jiang, Zhipeng Zhang, Bin Cui
StroMAX: Partitioning-Based Scheduler for Real-Time Stream Processing System. 269-288 - Jonghem Youn, Jihun Choi, Junho Shim, Sang-goo Lee:
Partition-Based Clustering with Sliding Windows for Data Streams. 289-303 - Qingsong Guo, Yongluan Zhou
CBP: A New Parallelization Paradigm for Massively Distributed Stream Processing. 304-320
Social Network Analytics (II)
- Pengpeng Zhao, Yongkun Li, Hong Xie, Zhiyong Wu, Yinlong Xu, John C. S. Lui:
Measuring and Maximizing Influence via Random Walk in Social Activity Networks. 323-338 - Xiaohua Shi
Adaptive Overlapping Community Detection with Bayesian NonNegative Matrix Factorization. 339-353 - Baptiste de La Robertie, Liana Ermakova, Yoann Pitarch, Atsuhiro Takasu, Olivier Teste
A Unified Approach for Learning Expertise and Authority in Digital Libraries. 354-368
Graph and Network Data Processing
- Hao Zhang, Yuanyuan Zhu, Lu Qin
Efficient Local Clustering Coefficient Estimation in Massive Graphs. 371-386 - Huanhuan Wu, Yunjian Zhao, James Cheng, Da Yan:
Efficient Processing of Growing Temporal Graphs. 387-403 - Yuan Li, Yuhai Zhao, Guoren Wang, Feida Zhu
Effective k-Vertex Connected Component Detection in Large-Scale Networks. 404-421
Spatial Databases
- Tenindra Abeywickrama
Efficient Landmark-Based Candidate Generation for kNN Queries on Road Networks. 425-440 - Lv Xu, Ganglin Mai, Zitong Chen, Yubao Liu, Genan Dai:
MinSum Based Optimal Location Query in Road Networks. 441-457 - Lizhen Wang, Wanguo Jiang, Hongmei Chen, Yuan Fang:
Efficiently Mining High Utility Co-location Patterns from Spatial Data Sets with Instance-Specific Utilities. 458-474
Real Time Data Processing
- Guangjun Wu, Xiao-chun Yun, Chao Li, Shupeng Wang, Yipeng Wang, Xiaoyu Zhang, Siyu Jia, Guangyan Zhang:
Supporting Real-Time Analytic Queries in Big and Fast Data Environments. 477-493 - Xiao Lin, Min Zhang, Yongfeng Zhang, Zhaoquan Gu, Yiqun Liu, Shaoping Ma:
Boosting Moving Average Reversion Strategy for Online Portfolio Selection: A Meta-learning Approach. 494-510 - Liangjun Song, Ping Zhang, Zhifeng Bao, Timos K. Sellis
Continuous Summarization over Microblog Threads. 511-526 - Yongnan Liu, Jianzhong Li, Hong Gao:
Drawing Density Core-Sets from Incomplete Relational Data. 527-542
Big Data (Industrial)
- Yueqing Sun, Lin Li, Zhongwei Xie, Qing Xie, Xin Li, Guandong Xu:
Co-training an Improved Recurrent Neural Network with Probability Statistic Models for Named Entity Recognition. 545-555 - Yang Li, Kai Zheng, Ying Yan, Qi Liu, Xiaofang Zhou
EtherQL: A Query Layer for Blockchain System. 556-567 - Cheol Ryu, Sunho Lee, Kihong Kim, Kunsoo Park, Yong Sik Kwon, Sang Kyun Cha, Changbin Song, Emanuel Ziegler
Optimizing Scalar User-Defined Functions in In-Memory Column-Store Database Systems. 568-580 - Han Su, Wei Chen, Rong Liu, Min Nie, Bolong Zheng, Zehao Huang, Defu Lian
GPS-Simulated Trajectory Detection. 581-593
Social Networks and Graphs (Industrial)
- Huaxiu Yao, Min Nie, Han Su, Hu Xia, Defu Lian
Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network. 597-609 - Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu
Social User Profiling: A Social-Aware Topic Modeling Perspective. 610-622 - Xiaotong Wang, Junhua Fang, Yuming Li, Rong Zhang, Aoying Zhou:
Cost-Effective Data Partition for Distributed Stream Processing System. 623-635 - Huifeng Guo, Ruiming Tang
A Graph-Based Push Service Platform. 636-648 - Yongrui Qin, Quan Z. Sheng
Edge Influence Computation in Dynamic Graphs. 649-660
Demos
- Yan Fan, Chengyu Wang, Guomin Zhou, Xiaofeng He:
DKGBuilder: An Architecture for Building a Domain Knowledge Graph from Scratch. 663-667 - Yanyan Zou, Kasun S. Perera:
CLTR: Collectively Linking Temporal Records Across Heterogeneous Sources. 668-671 - Prathamesh Walkikar, Vandana P. Janeja:
PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets. 672-676 - Lars Melander, Kjell Orsborn, Tore Risch, Daniel Wedlund:
VisDM-A Data Stream Visualization Platform. 677-680
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