Web and Big Data. APWeb-WAIM 2020 International Workshops

1. Front Matter

   Pages i-x

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2. Tutorials

   1. Front Matter

      Pages 1-1

      PDF

   2. Neighborhood Query Processing and Surrounding Objects Retrieval in Spatial Databases: Applications and Algorithms

      • Md. Saiful Islam

      Pages 3-13

   3. Distributed Graph Processing: Techniques and Systems

      • Yanfeng Zhang, Qiange Wang, Shufeng Gong

      Pages 14-23

3. The Third International Workshop on Knowledge Graph Management and Applications

   1. Front Matter

      Pages 25-25

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   2. Method for Re-finding Mobile Phone Documents Based on Feature Knowledge Graph

      • Jing Zhang, Yukun Li, Yan Zhang, Yunbo Ye

      Pages 27-40

   3. Knowledge Graph Embedding with Relation Constraint

      • Chunming Yang, Xinghao Song, Hui Zhang, Bo Li

      Pages 41-51

   4. Knowledge-Driven Multi-dimensional Dialogue Rewriting Model

      • Xiangwei Guo, Yongli Wang, Gang Xiao, Feifei Ma

      Pages 52-65

   5. Towards Knowledge Graphs Federations: Issues and Technologies

      • Xiang Zhao

      Pages 66-79

4. The Second International Workshop on Semi-structured Big Data Management and Applications

   1. Front Matter

      Pages 81-81

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   2. A Learning Interests Oriented Model for Cold Start Recommendation

      • Yuefeng Du, Tuoyu Yan, Xiaoli Li, Jiafan Zhou, Yang Wang, Jing Shan

      Pages 83-95

   3. A Composite Chain Structure Blockchain Storage Method Based on Blockchain Technology

      • Junlu Wang, Su Li, Wenyuan Ma

      Pages 96-103

   4. Curriculum-Oriented Multi-goal Agent for Adaptive Learning

      • Jieyue Ma, Xiaoli Li, Xin Zhang, Tingting Liu, Yuefeng Du, Tie Li

      Pages 104-115

   5. Distributed Storage and Query for Domain Knowledge Graphs

      • Xiaohuan Shan, Xiyi Shi, Wenyuan Ma, Junlu Wang

      Pages 116-128

5. The First International Workshop on Deep Learning in Largescale Unstructured Data Analytics

   1. Front Matter

      Pages 129-129

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   2. Label Propagation Algorithm Based on Topological Potential

      • Guocheng Wang, Zhengyou Xia

      Pages 131-143

   3. LBNet: A Model for Judicial Reading Comprehension

      • Hao Liu, Jungang Xu

      Pages 144-155

   4. Deep Semantic Hashing for Large-Scale Image Retrieval

      • Yulin Yang, Rize Jin, Caie Xu

      Pages 156-168

6. Back Matter

   Pages 169-169

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This book constitutes revised selected papers from the workshops of the 4th Asia-Pacific Web and Web-Age Information Management International Joint Conference on Web and Big Data, APWeb-WAIM 2020: The Third International Workshop on Knowledge Graph Management and Applications, KGMA 2020; The Second International Workshop on Semi-structured Big Data Management and Applications, SemiBDMA 2020, and The First International Workshop on Deep Learning in Large-scale Unstructured Data Analytics, DeepLUDA 2020, held in Tianjin, China, in September 2020. Due to the COVID-19 pandemic the conference was held online. 

The 13 papers were thoroughly reviewed and selected from the numerous submissions and present recent research on the theory, design, and implementation of data management systems.

• artificial intelligence
• communication
• computer hardware
• computer networks
• computer security
• computer systems
• data communication systems
• databases
• distributed computer systems
• graph theory
• graphic methods
• information retrieval
• machine learning
• Natural Language Processing (NLP)
• natural languages
• network protocols
• semantics
• signal processing
• telecommunication networks
• telecommunication systems

• Northwestern Polytechnical University, Xi’an, China

  Qun Chen

• Deakin University, Geelong, Australia

  Jianxin Li

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