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Web and Big Data

6th International Joint Conference, APWeb-WAIM 2022, Nanjing, China, November 25–27, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Bohan Li

    1. Nanjing University of Aeronautics and Astronautics, Nanjing, China

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  2. Lin Yue

    1. Newcastle University, Callaghan, Australia

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  3. Chuanqi Tao

    1. Nanjing University of Aeronautics and Astronautics, Nanjing, China

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  4. Xuming Han

    1. Jinan University, Guangzhou, China

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  5. Diego Calvanese

    1. Free University of Bozen-Bolzano, Bolzano, Italy

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  6. Toshiyuki Amagasa

    1. University of Tsukuba, Tsukuba, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13421)

Included in the following conference series:

Conference proceedings info: APWeb-WAIM 2022.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xxviii
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  2. Big Data Analytic and Management

    1. Front Matter

      Pages 1-1
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    2. An Improved Yin-Yang-Pair Optimization Algorithm Based on Elite Strategy and Adaptive Mutation Method for Big Data Analytics

      • Hui Xu, Mingchao Ding, Yanping Lu, Zhiwei Ye
      Pages 3-19

    3. MCSketch: An Accurate Sketch for Heavy Flow Detection and Heavy Flow Frequency Estimation

      • Jie Lu, Hongchang Chen, Zhen Zhang
      Pages 20-27

    4. The Influence of the Student's Online Learning Behaviors on the Learning Performance

      • Chunying Li, Junjie Yao, Zhikang Tang, Yong Tang, Yanchun Zhang
      Pages 28-36

    5. A Context Model for Personal Data Streams

      • Fausto Giunchiglia, Xiaoyue Li, Matteo Busso, Marcelo Rodas-Britez
      Pages 37-44

    6. ACF2: Accelerating Checkpoint-Free Failure Recovery for Distributed Graph Processing

      • Chen Xu, Yi Yang, Qingfeng Pan, Hongfu Zhou
      Pages 45-59

    7. Death Comes But Why: An Interpretable Illness Severity Predictions in ICU

      • Shaofei Shen, Miao Xu, Lin Yue, Robert Boots, Weitong Chen
      Pages 60-75

    8. Specific Emitter Identification Based on ACO-XGBoost Feature Selection

      • Jianjun Cao, Chumei Gu, Baowei Wang, Yuxin Xu, Mengda Wang
      Pages 76-90

    9. NED-GNN: Detecting and Dropping Noisy Edges in Graph Neural Networks

      • Ming Xu, Baoming Zhang, Jinliang Yuan, Meng Cao, Chongjun Wang
      Pages 91-105

    10. A Temporal-Context-Aware Approach for Individual Human Mobility Inference Based on Sparse Trajectory Data

      • Shuai Xu, Donghai Guan, Zhuo Ma, Qing Meng
      Pages 106-120

    11. Unsupervised Online Concept Drift Detection Based on Divergence and EWMA

      • Qilin Fan, Chunyan Liu, Yunlong Zhao, Yang Li
      Pages 121-134

    12. A Knowledge-Enabled Customized Data Modeling Platform Towards Intelligent Police Applications

      • Tiexin Wang, Hong Jiang, Huihui Zhang, Xinhua Yan
      Pages 135-149

    13. Integrated Bigdata Analysis Model for Industrial Anomaly Detection via Temporal Convolutional Network and Attention Mechanism

      • Chenze Yang, Bing Chen, Hai Deng
      Pages 150-160

  3. Advanced Database and Web Applications

    1. Front Matter

      Pages 161-161
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    2. WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps

      • Yu Wang, Gang Xiong, Zhen Li, Mingxin Cui, Gaopeng Gou, Chengshang Hou
      Pages 163-179

    3. HaCache: A Hybrid Adaptive Cache for Persistent Memory Based Key-Value Systems

      • Lixiao Cui, Gang Wang, Yusen Li, Xiaoguang Liu
      Pages 180-189

    4. An Energy-efficient Routing Protocol Based on Two-Layer Clustering in WSNs

      • Feng Xu, Qian Ni, PanFei Liu
      Pages 190-198

    5. An Energy-efficient Routing Protocol Based on DPC-MND Clustering in WSNs

      • Feng Xu, Jing Liu, PanFei Liu
      Pages 199-206

  4. Cloud Computing and Crowdsourcing

    1. Front Matter

      Pages 207-207
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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

Keywords

About this book

This three-volume set, LNCS 13421, 13422 and 13423, constitutes the thoroughly refereed proceedings of the 6th International Joint Conference, APWeb-WAIM 2022, held in Nanjing, China, in August 2022.

The 75 full papers presented together with 45 short papers, and 5 demonstration papers were carefully reviewed and selected from 297 submissions. The papers are organized around the following topics: Big Data Analytic and Management, Advanced database and web applications, Cloud Computing and Crowdsourcing, Data Mining, Graph Data and Social Networks, Information Extraction and Retrieval, Knowledge Graph, Machine Learning, Query processing and optimization, Recommender Systems, Security, privacy, and trust and Blockchain data management and applications, and Spatial and multi-media data.

Editors and Affiliations

  • Nanjing University of Aeronautics and Astronautics, Nanjing, China

    Bohan Li, Chuanqi Tao

  • Newcastle University, Callaghan, Australia

    Lin Yue

  • Jinan University, Guangzhou, China

    Xuming Han

  • Free University of Bozen-Bolzano, Bolzano, Italy

    Diego Calvanese

  • University of Tsukuba, Tsukuba, Japan

    Toshiyuki Amagasa

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