Overview
- Editors:
- Zhisheng Huang
VU Amsterdam, Amsterdam, The Netherlands
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- Wouter Beek
VU Amsterdam, Amsterdam, The Netherlands
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- Hua Wang
Victoria University, Melbourne, Australia
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- Rui Zhou
Swinburne University of Technology, Hawthorn, Australia
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- Yanchun Zhang
Victoria University, Melbourne, Australia
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Part of the book series:Lecture Notes in Computer Science (LNCS, volume 12342)
Part of the book sub series:Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: WISE 2020.
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About this book
The 81 full papers presented were carefully reviewed and selected from 190 submissions. The papers are organized in the following topical sections:
Part I: network embedding; graph neural network; social network; graph query; knowledge graph and entity linkage; spatial temporal data analysis; and service computing and cloud computing
Part II: information extraction; text mining; security and privacy; recommender system; database system and workflow; and data mining and applications
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Keywords
- artificial intelligence
- communication systems
- data communication systems
- data mining
- databases
- graph theory
- graphic methods
- information retrieval
- internet
- machine learning
- network protocols
- neural networks
- semantics
- signal processing
- social networks
- telecommunication networks
- telecommunication systems
- wireless telecommunication systems
- World Wide Web
Table of contents (41 papers)
Front Matter
Pages i-xviiiNetwork Embedding
Front Matter
Pages 1-1Higher-Order Graph Convolutional Embedding for Temporal Networks
- Xian Mo, Jun Pang, Zhiming Liu
Pages 3-15RolNE: Improving the Quality of Network Embedding with Structural Role Proximity
- Qi Liang, Dan Luo, Lu Ma, Peng Zhang, MeiLin Zhou, YongQuan He et al.
Pages 16-28Weighted Meta-Path Embedding Learning for Heterogeneous Information Networks
- Yongjun Zhang, Xiaoping Yang, Liang Wang
Pages 29-40A Graph Embedding Based Real-Time Social Event Matching Model for EBSNs Recommendation
- Gang Wu, Xueyu Li, Kaiqian Cui, Zhiyong Chen, Baiyou Qiao, Donghong Han et al.
Pages 41-55Competitor Mining from Web Encyclopedia: A Graph Embedding Approach
- Xin Hong, Peiquan Jin, Lin Mu, Jie Zhao, Shouhong Wan
Pages 56-68
Graph Neural Network
Front Matter
Pages 69-69Fine-Grained Semantics-Aware Heterogeneous Graph Neural Networks
- Yubin Wang, Zhenyu Zhang, Tingwen Liu, Hongbo Xu, Jingjing Wang, Li Guo
Pages 71-82DynGCN: A Dynamic Graph Convolutional Network Based on Spatial-Temporal Modeling
- Jing Li, Yu Liu, Lei Zou
Pages 83-95NeuLP: An End-to-End Deep-Learning Model for Link Prediction
- Zhiqiang Zhong, Yang Zhang, Jun Pang
Pages 96-108PLSGAN: A Power-Law-modified Sequential Generative Adversarial Network for Graph Generation
- Qijie Bai, Yanting Yin, Yining Lian, Haiwei Zhang, Xiaojie Yuan
Pages 109-121
Social Network
Front Matter
Pages 123-123User Profile Linkage Across Multiple Social Platforms
- Manman Wang, Wei Chen, Jiajie Xu, Pengpeng Zhao, Lei Zhao
Pages 125-140Budgeted Influence Maximization with Tags in Social Networks
- Suman Banerjee, Bithika Pal, Mamata Jenamani
Pages 141-152Modeling Implicit Communities from Geo-Tagged Event Traces Using Spatio-Temporal Point Processes
- Ankita Likhyani, Vinayak Gupta, P. K. Srijith, Deepak P., Srikanta Bedathur
Pages 153-169Detecting Social Spammers in Sina Weibo Using Extreme Deep Factorization Machine
- Yuhao Wu, Yuzhou Fang, Shuaikang Shang, Lai Wei, Jing Jin, Haizhou Wang
Pages 170-182Clustering Hashtags Using Temporal Patterns
- Borui Cai, Guangyan Huang, Shuiqiao Yang, Yong Xiang, Chi-Hung Chi
Pages 183-195Nonnegative Residual Matrix Factorization for Community Detection
- Yulong Pei, Cong Liu, Chuanyang Zheng, Long Cheng
Pages 196-209
Graph Query
Front Matter
Pages 211-211
Other volumes
Web Information Systems Engineering – WISE 2020
Web Information Systems Engineering – WISE 2020
Editors and Affiliations
VU Amsterdam, Amsterdam, The Netherlands
Zhisheng Huang, Wouter Beek
Victoria University, Melbourne, Australia
Hua Wang, Yanchun Zhang
Swinburne University of Technology, Hawthorn, Australia
Rui Zhou
Accessibility Information
Bibliographic Information
Book Title:Web Information Systems Engineering – WISE 2020
Book Subtitle:21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I
Editors:Zhisheng Huang, Wouter Beek, Hua Wang, Rui Zhou, Yanchun Zhang
Series Title:Lecture Notes in Computer Science
DOI:https://doi.org/10.1007/978-3-030-62005-9
Publisher:Springer Cham
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:Springer Nature Switzerland AG 2020
Softcover ISBN:978-3-030-62004-2Published: 18 October 2020
eBook ISBN:978-3-030-62005-9Published: 17 October 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number:1
Number of Pages:XVIII, 578
Number of Illustrations:39 b/w illustrations, 139 illustrations in colour
Topics:Computer Applications,Artificial Intelligence,Theory of Computation,Data Mining and Knowledge Discovery,Information Storage and Retrieval