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22. DASFAA 2017: Suzhou, China - Volume 1
- 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 I. Lecture Notes in Computer Science 10177, Springer 2017, ISBN 978-3-319-55752-6
Semantic Web and Knowledge Management
- Yang Du, Hongli Xu, Yu-e Sun, Liusheng Huang:
A General Fine-Grained Truth Discovery Approach for Crowdsourced Data Aggregation. 3-18 - Jun Chen, Chaokun Wang, Heran Lin, Weiping Wang, Zhipeng Cai
, Jianmin Wang:
Learning the Structures of Online Asynchronous Conversations. 19-34 - Amr Azzam, Neamat Tazi, Ahmad Hany Hossny:
A Question Routing Technique Using Deep Neural Network for Communities of Question Answering. 35-49 - Weijing Huang, Tengjiao Wang, Wei Chen, Yazhou Wang:
Category-Level Transfer Learning from Knowledge Base to Microblog Stream for Accurate Event Detection. 50-67
Indexing and Distributed Systems
- Jiaxi Liu, Renxuan Wang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen
AngleCut: A Ring-Based Hashing Scheme for Distributed Metadata Management. 71-86 - Yanchao Zhu, Zhao Zhang, Peng Cai, Weining Qian, Aoying Zhou:
An Efficient Bulk Loading Approach of Secondary Index in Distributed Log-Structured Data Stores. 87-102 - Haejin Chung, Yunmook Nah:
Performance Comparison of Distributed Processing of Large Volume of Data on Top of Xen and Docker-Based Virtual Clusters. 103-113 - Chenghao Guo, Zhigang Wu, Zhenying He, X. Sean Wang:
An Adaptive Data Partitioning Scheme for Accelerating Exploratory Spark SQL Queries. 114-128
Network Embedding
- Chaozhuo Li, Zhoujun Li, Senzhang Wang, Yang Yang, Xiaoming Zhang, Jianshe Zhou:
Semi-Supervised Network Embedding. 131-147 - Zhijuan Du, Zehui Hao, Xiaofeng Meng, Qiuyue Wang:
CirE: Circular Embeddings of Knowledge Graphs. 148-162 - Chaozhuo Li, Senzhang Wang, Dejian Yang, Zhoujun Li, Yang Yang, Xiaoming Zhang, Jianshe Zhou:
PPNE: Property Preserving Network Embedding. 163-179 - Yuxin Chen, Chenguang Wang:
HINE: Heterogeneous Information Network Embedding. 180-195
Trajectory and Time Series Data Processing
- Zhigang Zhang, Yilin Wang, Jiali Mao, Shaojie Qiao, Cheqing Jin, Aoying Zhou:
DT-KST: Distributed Top-k Similarity Query on Big Trajectory Streams. 199-214 - Xiaqing Wang, Zicheng Fang, Peng Wang, Ruiyuan Zhu, Wei Wang:
A Distributed Multi-level Composite Index for KNN Processing on Long Time Series. 215-230 - Zhongjian Lv, Jiajie Xu, Pengpeng Zhao, Guanfeng Liu
Outlier Trajectory Detection: A Trajectory Analytics Based Approach. 231-246 - Qiuhong Li, Peng Wang, Yang Wang, Wei Wang, Yimin Liu, Jiaye Wu, Danyang Dou:
Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach. 247-261
Data Mining
- Zhongwei Sun, Zhongwen Guo, Xupeng Wang, Jing Liu, Shiyong Liu:
Fast Extended One-Versus-Rest Multi-label SVM Classification Algorithm Based on Approximate Extreme Points. 265-278 - Xiaoying Wu, Dimitri Theodoratos:
Efficiently Discovering Most-Specific Mixed Patterns from Large Data Trees. 279-294 - Zhipeng Xie, Junfeng Hu:
Max-Cosine Matching Based Neural Models for Recognizing Textual Entailment. 295-308 - Cairong Yan, Qinglong Zhang
An Intelligent Field-Aware Factorization Machine Model. 309-323
Query Processing and Optimization (I)
- Markus Endres
Beyond Skylines: Explicit Preferences. 327-342 - Guangxuan Song, Jiansong Ma, Xiaoling Wang, Cheqing Jin, Yu Cao:
Optimizing Window Aggregate Functions in Relational Database Systems. 343-360 - Anxuan Yu, Qingzhong Meng, Xuan Zhou, Binyu Shen, Yansong Zhang:
Query Optimization on Hybrid Storage. 361-375 - Jizhou Sun, Jianzhong Li, Hong Gao:
Efficient Batch Grouping in Relational Datasets. 376-390
Text Mining
- Fei Hu, Xiaofei Xu, Jingyuan Wang, Zhanbo Yang, Li Li:
Memory-Enhanced Latent Semantic Model: Short Text Understanding for Sentiment Analysis. 393-407 - Yanghui Rao, Jianhui Pang, Haoran Xie
Supervised Intensive Topic Models for Emotion Detection over Short Text. 408-422 - Qian Liu
Leveraging Pattern Associations for Word Embedding Models. 423-438 - Jiangping Huang, Shuxin Yao, Chen Lyu, Donghong Ji:
Multi-Granularity Neural Sentence Model for Measuring Short Text Similarity. 439-455
Recommendation
- Chenyang Liu, Jian Cao, Jing He
Leveraging Kernel Incorporated Matrix Factorization for Smartphone Application Recommendation. 459-474 - Lin Zheng
Preference Integration in Context-Aware Recommendation. 475-489 - Saeid Hosseini
Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation. 490-506 - Cheng Chen, Thomas Lukasiewicz, Xiangwu Meng, Zhenghua Xu:
Location-Aware News Recommendation Using Deep Localized Semantic Analysis. 507-524 - Tianhang Song, Zhaohui Peng, Senzhang Wang, Wenjing Fu, Xiaoguang Hong, Philip S. Yu:
Review-Based Cross-Domain Recommendation Through Joint Tensor Factorization. 525-540
Security, Privacy, Senor and Cloud
- Yongkai Li, Shubo Liu, Jun Wang, Mengjun Liu:
A Local-Clustering-Based Personalized Differential Privacy Framework for User-Based Collaborative Filtering. 543-558 - Jialin Chi, Cheng Hong, Min Zhang, Zhenfeng Zhang:
Fast Multi-dimensional Range Queries on Encrypted Cloud Databases. 559-575 - Xiao Liu, An Liu, Xiangliang Zhang
When Differential Privacy Meets Randomized Perturbation: A Hybrid Approach for Privacy-Preserving Recommender System. 576-591 - Yifeng Luo, Junshi Guo, Jiaye Zhu, Jihong Guan, Shuigeng Zhou:
Supporting Cost-Efficient Multi-tenant Database Services with Service Level Objectives (SLOs). 592-606 - Wenjie Ruan
Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion. 607-622
Social Network Analytics (I)
- Qian Yan, Hao Huang, Yunjun Gao, Wei Lu, Qinming He:
Group-Level Influence Maximization with Budget Constraint. 625-641 - Qi Li, Liang Zhao, Yuanyuan Xue, Li Jin, Mostafa Alli
Correlating Stressor Events for Social Network Based Adolescent Stress Prediction. 642-658 - Xiao Zhang, Wenzhong Li, Sanglu Lu:
Emotion Detection in Online Social Network Based on Multi-label Learning. 659-674
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