Special Issue's Articles

基于图结构的大数据分析与管理技术专刊前言 林学民,杜小勇,李翠平 2018,29(3):525-527 [Abstract(3500)]  [View PDF(5108)402.88 K]

Streamlined Asynchronous Graph Processing Framework LI Jin-Ji, ZHANG Yan-Feng, GONG Shu-Feng, YU Ge and GAO Li-Xin 2018,29(3):528-544 [Abstract(4301)]  [View PDF(7580)1.86 M]

P&D GraphOLAP: Parallel Framework for Large-Scale Multidimensional Network Analysis ZHANG Zi-Xing, WU Bin, WU Xin-Yu, ZHANG You-Jie, SUN Si-Rui, PENG Cheng-Cheng and LIU Yu-Tong 2018,29(3):545-568 [Abstract(4097)]  [View PDF(6441)2.76 M]

Survey on Technologies of Distributed Graph Processing Systems WANG Tong-Tong, RONG Chui-Tian, LU Wei and DU Xiao-Yong 2018,29(3):569-586 [Abstract(4753)]  [View PDF(8748)2.59 M]

Mining Coteries Trajectory Patterns for Recommending Personalized Travel Routes LI Xiao-Xu, YU Ya-Xin, ZHANG Wen-Chao and WANG Lei 2018,29(3):587-598 [Abstract(4608)]  [View PDF(8418)1.38 M]

Distance Metric Based Diversified Ranking on Large Graphs LI Jin, YUE Kun, CAI Jiao, ZHANG Zhi-Jian and LIU Wei-Yi 2018,29(3):599-613 [Abstract(3940)]  [View PDF(5669)1.89 M]

Signed Network Prediction Method Based on the Client-to-Client Distributed Framework ZHAO Kan-Kan, ZHANG Jing, ZHANG Liang-Fu, LI Cui-Ping and CHEN Hong 2018,29(3):614-626 [Abstract(4129)]  [View PDF(5632)1.43 M]

MapReduce-Based Graph Structural Clustering Algorithm ZHANG Wei-Peng, LI Zhen-Jun, LI Rong-Hua, LIU Yu-Hong, MAO Rui and QIAO Shao-Jie 2018,29(3):627-641 [Abstract(4560)]  [View PDF(6679)1.82 M]

Nearest Neighbor Query in Road Networks BAO Jin-Ling, WANG Bin, YANG Xiao-Chun and ZHU Huai-Jie 2018,29(3):642-662 [Abstract(4213)]  [View PDF(6912)2.26 M]

Survey on Dynamic Graph Pattern Matching Technologies XU Jia, ZHANG Qian-Zhen, ZHAO Xiang, LÜ Pin and LI Tao-Shen 2018,29(3):663-688 [Abstract(6156)]  [View PDF(8993)2.76 M]

SQL-Based Solution for Fast Graph Similarity Search ZHAO Zhan-Hao, HUANG Fei-Ran, WANG Xiao-Li, LU Wei and DU Xiao-Yong 2018,29(3):689-702 [Abstract(4654)]  [View PDF(6535)1.50 M]

Privacy Preserving Method for Point-of-Interest Query on Road Network LIANG Hui-Chao, WANG Bin, CUI Ning-Ning, YANG Kai and YANG Xiao-Chun 2018,29(3):703-720 [Abstract(3985)]  [View PDF(6006)2.06 M]

Search of Genes with Similar Phenotype Based on Disease Information Network HOU Yong-Xu, DUAN Lei, LI Ling, LU Li and TANG Chang-Jie 2018,29(3):721-733 [Abstract(4045)]  [View PDF(6835)1.41 M]

Road Network Aware Online Trajectory Compression ZUO Yi-Meng, LIN Xue-Lian, MA Shuai and JIANG Jia-Hao 2018,29(3):734-755 [Abstract(4329)]  [View PDF(7841)2.69 M]

Edge Sampling Based Network Embedding Model CHEN Li, ZHU Pei-Song, QIAN Tie-Yun, ZHU Hui and ZHOU Jing 2018,29(3):756-771 [Abstract(3943)]  [View PDF(6770)2.34 M]

Effective and Efficient Approach for Graph De-Anonymization LIU Jia-Lin, SHI Shu-Yang, ZHANG Yue-Mei, SHAO Ying-Xia and CUI Bin 2018,29(3):772-785 [Abstract(4257)]  [View PDF(6879)1.81 M]

Graph Embedding by Incorporating Prior Knowledge on Vertex Information WEN Wen, HUANG Jia-Ming, CAI Rui-Chu, HAO Zhi-Feng and WANG Li-Juan 2018,29(3):786-798 [Abstract(4190)]  [View PDF(8155)1.36 M]

Database Query Cost Prediction Using Recurrent Neural Network BI Li-Yuan, WU Sai, CHEN Gang, SHOU Li-Dan, CHEN Ke and HU Tian-Lei 2018,29(3):799-810 [Abstract(4717)]  [View PDF(8504)1.46 M]

Identifying Users Across Social Networks Based on Global View Features with Crowdsourcing WANG Qian, SHEN De-Rong, FENG Shuo, KOU Yue, NIE Tie-Zheng and YU Ge 2018,29(3):811-823 [Abstract(4039)]  [View PDF(6058)1.57 M]

Optimal Task Assignment Algorithm Based on Tree-Decouple in Spatial Crowdsourcing LI Yang, JIA Meng-Di, YANG Wen-Yan, ZHAO Yan and ZHENG Kai 2018,29(3):824-838 [Abstract(4025)]  [View PDF(6948)1.61 M]

Social Relationship Mining Algorithm by Multi-Dimensional Graph Structural Clustering LI Zhen-Jun, DAI Qiang-Qiang, LI Rong-Hua, MAO Rui and QIAO Shao-Jie 2018,29(3):839-852 [Abstract(4258)]  [View PDF(8125)2.03 M]

Community Based Node Betweenness Centrality Updating Algorithms in Dynamic Networks QIAN Jun, WANG Chao-Kun and GUO Gao-Yang 2018,29(3):853-868 [Abstract(5049)]  [View PDF(7361)1.99 M]

Online Join Method for Skewed Data Streams WANG Chun-Kai and MENG Xiao-Feng 2018,29(3):869-882 [Abstract(3588)]  [View PDF(5456)1.72 M]

Vector Referencing Oriented Platform-Oblivious In-Memory Join Optimization Technique ZHANG Yan-Song, ZHANG Yu and WANG Shan 2018,29(3):883-895 [Abstract(3754)]  [View PDF(5169)1.60 M]