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Web and Big Data. APWeb-WAIM 2022 International Workshops

KGMA 2022, SemiBDMA 2022, DeepLUDA 2022, Nanjing, China, November 25-27, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Shiyu Yang

    1. Guangzhou University, Guangzhou, China

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    You can also search for this editor in PubMed   Google Scholar

  2. Saiful Islam

    1. Griffith University, Gold Coast, Australia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1784)

Included in the following conference series:

Conference proceedings info: APWeb-WAIM 2022.

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About this book

This book constitutes revised selected papers from the workshops of the 6th Asia-Pacific Web and Web-Age Information Management International Joint Conference on Web and Big Data, APWeb-WAIM 2022: The Fifth International Workshop on Knowledge Graph Management and Applications, KGMA 2022, The Fourth International Workshop on Semi-structured Big Data Management and Applications, SemiBDMA 2022, and The Third International Workshop on Deep Learning in Large-scale Unstructured Data Analytics, DeepLUDA 2022, held in Nanjing, China, in August 2022. 



The 23 papers were thoroughly reviewed and selected from the 39 submissions and present recent research on the theory, design, and implementation of data management systems.


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Keywords

Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. The Fifth International Workshop on Knowledge Graph Management and Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Knowledge-Enhanced Medical Visual Question Answering: A Survey (Invited Talk Summary)

      • Haofen Wang, Huifang Du
      Pages 3-9

    3. Effectively Filtering Images for Better Multi-modal Knowledge Graph

      • Huang Peng, Hao Xu, Jiuyang Tang, Jibing Wu, Hongbin Huang
      Pages 10-22

    4. Accelerating Distributed Knowledge Graph System Based on Non-Volatile Memory

      • Yuhang Li, Weiming Li, Yangyang Wang, Yanfeng Chai, Yunpeng Chai
      Pages 23-33

    5. Towards a Unified Storage Scheme for Dual Data Models of Knowledge Graphs

      • Yuzhou Qin, Xin Wang, Wenqi Hao
      Pages 34-44

    6. Cross-platform Product Matching Based on Knowledge Graph

      • Wenlong Liu, Jiahua Pan, Xingyu Zhang, Xinxin Gong, Yang Ye, Xujin Zhao et al.
      Pages 45-48

  3. The Fourth International Workshop on Semi-structured Big Data Management and Applications

    1. Front Matter

      Pages 49-49
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    2. A GCN-Based Sequential Recommendation Model for Heterogeneous Information Networks

      • Dong Li, Yuchen Wang, Tingwei Chen, Xijun Sun, Kejian Wang, Gaokuo Wu
      Pages 51-62

    3. SP-LAN: A Stock Prediction Model Based on LSTM-Attention Network

      • Jingyou Sun, Dong Li, Xing Wang, Yue Kou, Peixuan Li, Yang Xie
      Pages 63-74

    4. Research on Composite Index Construction Method Based on Master-Slave Blockchain Structure

      • Guiyue Zhang, Yu Sui, Jiacheng Zhang, Chen Liu, Wenlong Hu, Tingwei Chen
      Pages 75-85

    5. Multi-source Heterogeneous Blockchain Data Quality Assessment Model

      • Ran Zhang, Su Li, Junxiang Ding, Chuanbao Zhang, Likuan Du, Junlu Wang
      Pages 86-94

  4. The Third International Workshop on Deep Learning in Large-Scale Unstructured Data Analytics

    1. Front Matter

      Pages 95-95
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    2. A Multimodal Activation Detection Model for Wake-Free Robots

      • Hangming Zhang, Jianming Wang, Shengjiao Yang, Yukuan Sun
      Pages 97-109

    3. Analysis of Public Opinion Evolution in Public Health Emergencies Based on Multi-fusion Model

      • Bin Zhang, Ximin Sun, Jing Zhou, Xiaoming Li, Dan Liu, Shuai Wang
      Pages 110-124

    4. Failure Simulation Study of Double-Layer Exhaust Manifold for Turbocharged Engine Under LCF & HCF

      • Dongzhe Xuan, Yanji Piao, Dechao Wang, Zhijun Quan
      Pages 125-137

    5. Lung Electrical Impedance Tomography Based on Improved Generative Adversarial Network

      • Xiuyan Li, Ruzhi Zhang, Qi Wang, Xiaojie Duan, Jianming Wang
      Pages 138-150

    6. Snake Robot Motion Planning Based on Improved Depth Deterministic Policy Gradient

      • Xianlin Liu, Jianming Wang, Yukuan Sun
      Pages 151-162

    7. Global Path Planning for Multi-objective UAV-Assisted Sensor Data Collection: A DRL Approach

      • Rongtao Zhang, Jie Hao, Ran Wang, Hui Wang, Hai Deng, Shifang Lu
      Pages 163-174

    8. Infrared Image Object Detection of Vehicle and Person Based on Improved YOLOv5

      • Jintao Wang, Qingzeng Song, Maorui Hou, Guanghao Jin
      Pages 175-187
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Other volumes

  1. Web and Big Data

  2. Web and Big Data

  3. Web and Big Data

  4. Web and Big Data. APWeb-WAIM 2022 International Workshops

Editors and Affiliations

  • Guangzhou University, Guangzhou, China

    Shiyu Yang

  • Griffith University, Gold Coast, Australia

    Saiful Islam

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