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23rd DASFAA 2018: Gold Coast, QLD, Australia - Volume 1
- Jian Pei, Yannis Manolopoulos, Shazia W. Sadiq, Jianxin Li
:
Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I. Lecture Notes in Computer Science 10827, Springer 2018, ISBN 978-3-319-91451-0
Network Embedding
- Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen:
Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective. 3-19 - Juan-Hui Li, Chang-Dong Wang, Ling Huang, Dong Huang
Attributed Network Embedding with Micro-meso Structure. 20-36 - Mingjie Li, Ying Zhang
An Efficient Exact Nearest Neighbor Search by Compounded Embedding. 37-54 - Yiqi Chen, Tieyun Qian
BASSI: Balance and Status Combined Signed Network Embedding. 55-63
Recommendation
- Wei Liu, Zhi-Jie Wang, Bin Yao, Mengdie Nie, Jing Wang, Rui Mao, Jian Yin:
Geographical Relevance Model for Long Tail Point-of-Interest Recommendation. 67-82 - Siyuan Zhang, Hong Cheng:
Exploiting Context Graph Attention for POI Recommendation in Location-Based Social Networks. 83-99 - Weiqing Wang
Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation. 100-115 - Luyao Liu, Xingzhong Du, Lei Zhu
Discrete Binary Hashing Towards Efficient Fashion Recommendation. 116-132 - Xiangsheng Li, Yanghui Rao, Haoran Xie
Learning Dual Preferences with Non-negative Matrix Tri-Factorization for Top-N Recommender System. 133-149 - Zhi-Lin Zhao, Ling Huang, Chang-Dong Wang, Dong Huang
Low-Rank and Sparse Cross-Domain Recommendation Algorithm. 150-157 - Xinghua Wang, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Wenjing Fu, Xiaoguang Hong:
Cross-Domain Recommendation for Cold-Start Users via Neighborhood Based Feature Mapping. 158-165
Graph and Network Data Processing
- Lingxi Yue, Dong Wen
K-Connected Cores Computation in Large Dual Networks. 169-186 - Junming Shao, Qinli Yang, Zhong Zhang
Graph Clustering with Local Density-Cut. 187-202 - Zhu Qing, Long Yuan
External Topological Sorting in Large Graphs. 203-220 - Yixin Xu, Jianzhong Qi
Finding All Nearest Neighbors with a Single Graph Traversal. 221-238 - Dian Ouyang, Long Yuan
Towards Efficient Path Skyline Computation in Bicriteria Networks. 239-254 - Chuanyu Zong, Xiufeng Xia, Bin Wang, Xiaochun Yang, Jiajia Li
Answering Why-Not Questions on Structural Graph Clustering. 255-271 - Chen Yang, Min Lyu, Yongkun Li, Qianqian Zhao, Yinlong Xu:
SSRW: A Scalable Algorithm for Estimating Graphlet Statistics Based on Random Walk. 272-288 - Keyvan Sasani, Mohammad Hossein Namaki, Yinghui Wu, Assefaw Hadish Gebremedhin:
Multi-metric Graph Query Performance Prediction. 289-306 - Jiuru Gao, Jiajie Xu, Guanfeng Liu
A Privacy-Preserving Framework for Subgraph Pattern Matching in Cloud. 307-322 - Zidu Yin, Kun Yue, Hao Wu, Yingjie Su:
Adaptive and Parallel Data Acquisition from Online Big Graphs. 323-331 - Guozhong Li, Nathan Ng, Peipei Yi, Zhiwei Zhang, Byron Choi:
Answering the Why-Not Questions of Graph Query Autocompletion. 332-341 - Saeid Hosseini
Exploiting Reshaping Subgraphs from Bilateral Propagation Graphs. 342-351
Social Network Analytics
- Ming Zhong
Sample Location Selection for Efficient Distance-Aware Influence Maximization in Geo-Social Networks. 355-371 - Tao Zhao, Hong Huang, Xiaoming Fu
Identifying Topical Opinion Leaders in Social Community Question Answering. 372-387 - Yuliang Ma, Ye Yuan, Guoren Wang, Xin Bi, Yishu Wang:
Personalized Geo-Social Group Queries in Location-Based Social Networks. 388-405 - Chang Liao, Yun Xiong, Xiangnan Kong, Yangyong Zhu:
Tracking Dynamic Magnet Communities: Insights from a Network Perspective. 406-424 - Fan Zhang, Long Yuan
Discovering Strong Communities with User Engagement and Tie Strength. 425-441 - Chang Liao, Yun Xiong, Xiangnan Kong, Yangyong Zhu, Shimin Zhao, Shanshan Li:
Functional-Oriented Relationship Strength Estimation: From Online Events to Offline Interactions. 442-459 - Konstantinos Giannakopoulos, Lei Chen:
Incremental and Adaptive Topic Detection over Social Media. 460-473 - Jinhai Zhu, Shuai Ma, Hui Zhang, Chunming Hu, Xiong Li:
Incorporating User Grouping into Retweeting Behavior Modeling. 474-490 - Haiqi Sun, Reynold Cheng, Xiaokui Xiao
Maximizing Social Influence for the Awareness Threshold Model. 491-510 - Mengdi Jia, Yan Zhao, Bolong Zheng, Guanfeng Liu
A Time-Aware Path-Based Publish/Subscribe Framework. 511-528 - Yi-Ming Wen, Chang-Dong Wang, Kun-Yu Lin
Direction Recovery in Undirected Social Networks Based on Community Structure and Popularity. 529-537 - Xinrui Wang, Hong Gao, Jinbao Wang, Tianbai Yue, Jianzhong Li:
Detecting Top-k Active Inter-Community Jumpers in Dynamic Information Networks. 538-546
Sequence and Temporal Data Processing
- Bin Yao, Wei Zhang, Zhi-Jie Wang, Zhongpu Chen, Shuo Shang, Kai Zheng, Minyi Guo:
Distributed In-Memory Analytics for Big Temporal Data. 549-565 - Son T. Mai, Sihem Amer-Yahia, Ahlame Douzal Chouakria, Ky T. Nguyen, Anh-Duong Nguyen:
Scalable Active Constrained Clustering for Temporal Data. 566-582 - Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan:
Nearest Subspace with Discriminative Regularization for Time Series Classification. 583-599 - Tao Qiu, Xiaochun Yang, Bin Wang, Yutong Han, Siyao Wang:
Efficient Approximate Subsequence Matching Using Hybrid Signatures. 600-609
Trajectory and Streaming Data
- Zhigang Zhang, Jiali Mao, Cheqing Jin, Aoying Zhou:
MDTK: Bandwidth-Saving Framework for Distributed Top-k Similar Trajectory Query. 613-629 - Wenyan Yang, Yan Zhao, Bolong Zheng, Guanfeng Liu
Modeling Travel Behavior Similarity with Trajectory Embedding. 630-646 - Hui Luo
MaxBRkNN Queries for Streaming Geo-Data. 647-664 - Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo, Qing He:
Free-Rider Episode Screening via Dual Partition Model. 665-683 - Shenlu Wang
Maximize Spatial Influence of Facility Bundle Considering Reverse k Nearest Neighbors. 684-700 - Jingze Cui, Xian Zhou
A Road-Aware Neural Network for Multi-step Vehicle Trajectory Prediction. 701-716 - Ying Liu, Hui Peng, Yuncheng Wu, Juru Zeng, Hong Chen, Ke Wang, Weiling Lai, Cuiping Li:
Secure Data Aggregation with Integrity Verification in Wireless Sensor Networks. 717-733 - Peizhong Yang
A Parallel Spatial Co-location Pattern Mining Approach Based on Ordered Clique Growth. 734-742
RDF and Knowledge Graphs
- Peng Peng, Lei Zou, M. Tamer Özsu
Multi-query Optimization in Federated RDF Systems. 745-765 - Yueqi Xin, Xin Wang, Di Jin, Simiao Wang:
Distributed Efficient Provenance-Aware Regular Path Queries on Large RDF Graphs. 766-782 - Peng Lin, Qi Song, Jialiang Shen, Yinghui Wu:
Discovering Graph Patterns for Fact Checking in Knowledge Graphs. 783-801 - Yanlong Wen, Yudong Jin, Xiaojie Yuan:
KAT: Keywords-to-SPARQL Translation Over RDF Graphs. 802-810
Text and Data Mining
- Raheem Sarwar
A Scalable Framework for Stylometric Analysis of Multi-author Documents. 813-829 - Jiangtao Zhang, Juanzi Li, Xiao-Li Li
Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition. 830-846 - Liang Liu, Huan Huo, Xiufeng Liu
Recognizing Textual Entailment with Attentive Reading and Writing Operations. 847-860 - Denghao Ma, Yueguo Chen, Xiaoyong Du, Yuanzhe Hao:
Interpreting Fine-Grained Categories from Natural Language Queries of Entity Search. 861-877 - Yulong Li, Yi Cai, Ho-fung Leung, Qing Li
Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification. 878-890 - Tongtong Wang, Hao Huang, Wei Lu, Zhe Peng, Xiaoyong Du:
Efficient and Scalable Mining of Frequent Subgraphs Using Distributed Graph Processing Systems. 891-907 - Yifeng Lu, Florian Richter, Thomas Seidl
Efficient Infrequent Itemset Mining Using Depth-First and Top-Down Lattice Traversal. 908-915 - Linwei Li, Yaobo Wu, Yixiong Ke, Chaoying Liu, Yinan Jing, Zhenying He, Xiaoyang Sean Wang:
Online Subset Topic Modeling for Interactive Documents Exploration. 916-923 - Tong Lee Chung, Bin Xu, Yongbin Liu, Chunping Ouyang:
Main Point Generator: Summarizing with a Focus. 924-932
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