Ausgabe 2/2022
Includes a Special Issue on Large Scale Graph Data Analytics
Inhalt (25 Artikel)
bi-directional Bayesian probabilistic model based hybrid grained semantic matchmaking for Web service discovery
Shuangyin Li, Haoyu Luo, Gansen Zhao, Mingdong Tang, Xiao Liu
Polarity-based graph neural network for sign prediction in signed bipartite graphs
Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang, Wenjie Zhang
Robust self-tuning multi-view clustering
Changan Yuan, Yonghua Zhu, Zhi Zhong, Wei Zheng, Xiaofeng Zhu
Leveraging statistical information in fine-grained financial sentiment analysis
Han Zhang, Zongxi Li, Haoran Xie, Raymond Y. K. Lau, Gary Cheng, Qing Li, Dian Zhang
Finding attribute diversified community over large attributed networks
Afzal Azeem Chowdhary, Chengfei Liu, Lu Chen, Rui Zhou, Yun Yang
Powerful graph of graphs neural network for structured entity analysis
Hanchen Wang, Defu Lian, Wanqi Liu, Dong Wen, Chen Chen, Xiaoyang Wang
Reinforced KGs reasoning for explainable sequential recommendation
Zhihong Cui, Hongxu Chen, Lizhen Cui, Shijun Liu, Xueyan Liu, Guandong Xu, Hongzhi Yin
The art of characterization in large networks: Finding the critical attributes
Renjie Sun, Chen Chen, Xiaoyang Wang, Yanping Wu, Mengqi Zhang, Xijuan Liu
Discovering key users for defending network structural stability
Fan Zhang, Jiadong Xie, Kai Wang, Shiyu Yang, Yu Jiang
Cyclic label propagation for graph semi-supervised learning
Zhao Li, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu
VEK: a vertex-oriented approach for edge k-core problem
Zhongxin Zhou, Wenchao Zhang, Fan Zhang, Deming Chu, Binghao Li
Efficient critical relationships identification in bipartite networks
Chen Chen, Qiuyu Zhu, Yanping Wu, Renjie Sun, Xiaoyang Wang, Xijuan Liu
GSBRL : Efficient RDF graph storage based on reinforcement learning
Lei Zheng, Ziming Shen, Hongzhi Wang
RoleSim*: Scaling axiomatic role-based similarity ranking on large graphs
Weiren Yu, Sima Iranmanesh, Aparajita Haldar, Maoyin Zhang, Hakan Ferhatosmanoglu
Key-core: cohesive keyword subgraph exploration in large graphs
Zhiwei Zhang, Jeffrey Xu Yu, Guoren Wang, Ye Yuan, Lisi Chen
Efficient maintenance for maximal bicliques in bipartite graph streams
Ziyi Ma, Yuling Liu, Yikun Hu, Jianye Yang, Chubo Liu, Huadong Dai
Multi-label transfer learning via latent graph alignment
Jianghui Sang, Yongli Wang, Long Yuan, Hao Li, Xiaohui Jiang
Locating pivotal connections: the K-Truss minimization and maximization problems
Chen Chen, Mengqi Zhang, Renjie Sun, Xiaoyang Wang, Weijie Zhu, Xun Wang
Community search over large semantic-based attribute graphs
Peiying Lin, Siyang Yu, Xu Zhou, Peng Peng, Kenli Li, Xiangke Liao
K-truss community most favorites query based on top-t
Zhibang Yang, Xiaoxue Li, Xu Zhang, Wensheng Luo, Kenli Li
Fast datalog evaluation for batch and stream graph processing
Muhammad Imran, Gábor E. Gévay, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Efficient distributed path computation on RDF knowledge graphs using partial evaluation
Qaiser Mehmood, Muhammad Saleem, Alokkumar Jha, Mathieu d’Aquin
HOPLoP: multi-hop link prediction over knowledge graph embeddings
Varun Ranganathan, Denilson Barbosa