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Web Information Systems and Applications

21st International Conference, WISA 2024, Yinchuan, China, August 2–4, 2024, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Cheqing Jin

    1. East China Normal University, Shanghai, China

  2. Shiyu Yang

    1. Guangzhou University, Guangzhou, China

  3. Xuequn Shang

    1. Northwestern Polytechnical University, Xi'an Shaanxi, China

  4. Haofen Wang

    1. Tongji University, Shanghai, China

  5. Yong Zhang

    1. Tsinghua University, Beijing, China

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14883)

Included in the following conference series:

Conference proceedings info: WISA 2024.

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About this book

This book constitutes the refereed proceedings of the 21st International Conference on Web Information Systems and Applications, WISA 2024, held in Yinchuan, China, during August 2–4, 2024.

The 39 full papers and 11 short papers presented in this book were carefully selected and reviewed from 193 submissions. These papers have been organized in the following topical sections: Knowledge construction; Intelligent service; Intelligent computing; Large language model; Security; Information system applications.

Keywords

Table of contents (50 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Knowledge Construction

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Iterative Transfer Knowledge Distillation and Channel Pruning for Unsupervised Cross-Domain Compression

      • Zhiyuan Wang, Long Shi, Zhen Mei, Xiang Zhao, Zhe Wang, Jun Li
      Pages 3-15

    3. Aspect-Based Sentiment Classification Model Based on Multi-view Information Fusion

      • Yujie Wan, Tianyu Cai, Yilin Li, Shenggen Ju
      Pages 16-28

    4. GTGNN: Global Graph and Taxonomy Tree for Graph Neural Network Session-Based Recommendation

      • Zhenhong Wu, Yuzheng Liu, Xin Shi, Xueqing Zhao, Yun Wang, Guigang Zhang
      Pages 29-40

    5. Dual Learning Model of Code Summary and Generation Based on Transformer

      • Jiaying Wang, Lijun Cao, Jing Shan, Xiaoxu Song, Junyi Jiang
      Pages 41-52

    6. Relation-Oriented Temporal Knowledge Graphs Completion Based on Recurrent Neural Network

      • Lin Zhu, Yujing Ke, Luyi Bai
      Pages 53-64

    7. MMPDRec: A Denoising Model for Knowledge Concepts Recommendation Using Metapaths

      • Bohan Zhang, Mo Chen, Jing Chen, Minghe Yu, Zhenghao Liu, Bin Xu et al.
      Pages 65-77

    8. SPR: A Similar Projection Revisor for Complex Logical Reasoning over Knowledge Graphs

      • Tingting Wang, Yuxuan Tang, Ruolin Li, Duo Yu, Bowen Feng, Feng Ding et al.
      Pages 78-90

    9. An Generative Entity Relation Extraction Model Based on UIE for Legal Text

      • Hua Yin, Shuo Huang, ZhiJian Wang, Yong Ye, WenHui Zhu
      Pages 91-99

    10. Uncertain Knowledge Graph Completion with Rule Mining

      • Yilin Chen, Tianxing Wu, Yunchang Liu, Yuxiang Wang, Guilin Qi
      Pages 100-112

  3. Intelligent Service

    1. Front Matter

      Pages 113-113
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    2. MAGAN: Mode Information and Attention-Based GAN for Realistic Time Series Data Synthesis

      • Yi Wang, Yi Luo, Peng Ren, Weifan Wang, Xianbo Liu, Yuhang Hu et al.
      Pages 115-125

    3. A Study on Context-Matching-Based Joint Training for Chinese Coreference Resolution

      • Xiangwei Yan, Weiqun Luo, Jiabao Wang, Xinyu Shen
      Pages 126-137

    4. DFCDR: Domain-Aware Feature Decoupling and Fusion for Cross-Domain Recommendation

      • Jinyue Wei, Yue Kou, Derong Shen, Tiezheng Nie, Dong Li
      Pages 138-149

    5. Two-Stage Enhancement for Recommendation Systems Based on Contrastive Learning

      • Siyu Sun, Tianyu Cai, Fanli Yan, Shenggen Ju
      Pages 150-162

    6. Popularity-Aware Graph Neural Network with Global Context for Session-Based Recommendation

      • Xiangwei Zeng, Chao Chang, Feiyi Tang, Zhengyang Wu, Yong Tang
      Pages 163-171

    7. Enhancing Sentiment Analysis for Chinese Texts Using a BERT-Based Model with a Custom Attention Mechanism

      • Linlin Ding, Yiming Han, Mo Li, Dong Li
      Pages 172-179

    8. Contrastive Learning-Based Cross-Domain Data Augmentation for Aspect-Based Sentiment Analysis

      • Xiaoling Xue, Bin Xu, Xiaodi Dong, Qihang Cai, Kening Gao
      Pages 180-188

  4. Intelligent Computing

    1. Front Matter

      Pages 189-189
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Other volumes

  1. Web Information Systems and Applications

Editors and Affiliations

  • East China Normal University, Shanghai, China

    Cheqing Jin

  • Guangzhou University, Guangzhou, China

    Shiyu Yang

  • Northwestern Polytechnical University, Xi'an Shaanxi, China

    Xuequn Shang

  • Tongji University, Shanghai, China

    Haofen Wang

  • Tsinghua University, Beijing, China

    Yong Zhang

Accessibility Information

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Bibliographic Information

  • Book Title: Web Information Systems and Applications

  • Book Subtitle: 21st International Conference, WISA 2024, Yinchuan, China, August 2–4, 2024, Proceedings

  • Editors: Cheqing Jin, Shiyu Yang, Xuequn Shang, Haofen Wang, Yong Zhang

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-97-7707-5

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024

  • Softcover ISBN: 978-981-97-7706-8Published: 17 September 2024

  • eBook ISBN: 978-981-97-7707-5Published: 16 September 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVII, 615

  • Number of Illustrations: 60 b/w illustrations, 147 illustrations in colour

  • Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Database Management, Computer Applications

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