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Web and Big Data. APWeb-WAIM 2021 International Workshops

KGMA 2021, SemiBDMA 2021, DeepLUDA 2021, Guangzhou, China, August 23–25, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Yunjun Gao

    1. Zhejiang University, Hangzhou, China

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  2. An Liu

    1. Soochow University, Suzhou, China

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  3. Xiaohui Tao

    1. University of Southern Queensland, Toowoomba, Australia

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  4. Junying Chen

    1. South China University of Technology, Guangzhou, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1505)

Included in the following conference series:

Conference proceedings info: APWeb-WAIM 2021.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-XIV
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  2. The Fourth International Workshop on Knowledge Graph Management and Applications

    1. Front Matter

      Pages 1-1
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    2. Should I Stay or Should I Go: Predicting Changes in Cluster Membership

      • Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura
      Pages 3-15

    3. SMat-J: A Sparse Matrix-Based Join for SPARQL Query Processing

      • Ximin Sun, Ming Liu, Shuai Wang, Xiaoming Li, Bin Zheng, Dan Liu et al.
      Pages 16-26

    4. A Distributed Engine for Multi-query Processing Based on Predicates with Spark

      • Bin Zhang, Ximin Sun, Liwei Bi, Changhao Zhao, Xin Chen, Xin Li et al.
      Pages 27-36

    5. Product Clustering Analysis Based on the Retail Product Knowledge Graph

      • Yang Ye, Qingpeng Zhang
      Pages 37-40

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

    1. Front Matter

      Pages 41-41
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    2. Survival Effect of Internet Macroscopic Topology Evolution

      • He Tian, Kaihong Guo, Zheng Wu, Mingxi Cui
      Pages 43-53

    3. The Method for Image Noise Detection Based on the Amount of Knowledge Associated with Intuitionistic Fuzzy Sets

      • Kaihong Guo, Yongzhi Zhou
      Pages 54-66

    4. Link Prediction of Heterogeneous Information Networks Based on Frequent Subgraph Evolution

      • Dong Li, Haochen Hou, Tingwei Chen, Xiaoxue Yu, Xiaohuan Shan, Junlu Wang
      Pages 67-78

    5. Memory Attentive Cognitive Diagnosis for Student Performance Prediction

      • Congjie Liu, Xiaoguang Li
      Pages 79-90

  4. The Second International Workshop on Deep Learning in Large-scale Unstructured Data Analytics

    1. Front Matter

      Pages 91-91
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    2. A Study on the Privacy Threat Analysis of PHI-Code

      • Dongyue Cui, Yanji Piao
      Pages 93-104

    3. Logistics Policy Evaluation Model Based on Text Mining

      • Guangwei Miao, Shuaiqi Wang, Chengyou Cui
      Pages 105-116

    4. MRRVOS: Modular Refinement Referring Video Object Segmentation

      • Zhijiang Duan, Yukuan Sun, Jianming Wang
      Pages 117-128

  5. Back Matter

    Pages 129-129
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Other volumes

  1. Web and Big Data

  2. Web and Big Data

  3. Web and Big Data. APWeb-WAIM 2021 International Workshops

Keywords

About this book

​This book constitutes revised selected papers from the workshops of the 5th Asia-Pacific Web and Web-Age Information Management International Joint Conference on Web and Big Data, APWeb-WAIM 2021: The Fourth International Workshop on Knowledge Graph Management and Applications, KGMA 2021, The Third International Workshop on Semi-structured Big Data Management and Application, SemiBDMA 2021, and The Second International Workshop on Deep Learning in Large-scale Unstructured Data Analytics, DeepLUDA 2021, held in Guangzhou, China, in August 2021. Due to the COVID-19 pandemic the conference was held online. 

The 11 papers were thoroughly reviewed and selected from the 28 submissions and present recent research on the theory, design, and implementation of data management systems.

Editors and Affiliations

  • Zhejiang University, Hangzhou, China

    Yunjun Gao

  • Soochow University, Suzhou, China

    An Liu

  • University of Southern Queensland, Toowoomba, Australia

    Xiaohui Tao

  • South China University of Technology, Guangzhou, China

    Junying Chen

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