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Big Data and Social Computing

8th China National Conference, BDSC 2023, Urumqi, China, July 15–17, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Xiaofeng Meng

    1. Renmin University of China, Beijing, China

  2. Yang Chen

    1. Fudan University, Shanghai, China

  3. Liming Suo

    1. Nankai University, Tianjin, China

  4. Qi Xuan

    1. Zhejiang University of Technology, Hangzhou, China

  5. Zi-Ke Zhang

    1. Zhejiang University, Hangzhou, China

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1846)

Included in the following conference series:

Conference proceedings info: BDSC 2023.

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About this book

This book constitutes refereed proceedings of the 8th China National Conference on Big Data and Social Computing, BDSC 2023, held in Urumqi, China, from July 15–17, 2023.

The 23 full papers and 3 short papers presented in this volume were carefully reviewed and selected from a total of 141 submissions. The papers in the volume are organized according to the following topical headings: Digital Technology and Sustainable Development; Social Network and Group Behavior; Digital infrastructure and the Intelligent Society; Digital Society and Public Security; Artificial Intelligence and Cognitive Science; and Internet Intelligent Algorithm Governance.

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Keywords

Table of contents (26 papers)

  1. Digital Society and Public Security

    1. Image Dehazing Based on CycleGAN with an Enhanced Generator and a Multiscale Discriminator

      • Yun Lu, Shenjun Zheng, Yun Sun, Liang Zhang, Yi Jiang, Hongru Wang et al.
      Pages 251-258

  2. Artificial Intelligence and Cognitive Science

    1. Front Matter

      Pages 259-259
      Download chapter PDF

    2. Accurate and Rapid Localization of Tea Bud Leaf Picking Point Based on YOLOv8

      • Fengru Xu, Bohan Li, Shuai Xu
      Pages 261-274

    3. Compressor Fault Diagnosis Based on Graph Attention Network

      • Junqing Shen, Shenjun Zheng, Tian Tian, Yun Sun, Hongru Wang, Jun Ni et al.
      Pages 275-289

    4. Conductance-Threshold Dual Adaptive Spiking Neural Networks for Speech Recognition

      • Shasha Zhou, Xianghong Lin
      Pages 290-300

    5. Mitigating Backdoor Attacks Using Prediction of Model Update Trends

      • Shaocong Xu, Shibo Jin, Panpan Li, Shanqing Yu, Jinyin Chen, Dongwei Xu
      Pages 301-309

    6. The Motor Fault Diagnosis Based on Current Signal with Graph Attention Network

      • Liang Zhang, Yi Jiang, Long Zhou, Yun Sun, Hongru Wang, Jun Ni et al.
      Pages 310-327

  3. Internet Intelligent Algorithm Governance

    1. Front Matter

      Pages 329-329
      Download chapter PDF

    2. NILSIC-BERT4Rec: Sequential Recommendation with Non-Invasive and Interest Capturing Self-Attention Mechanism

      • Haolin Liu, Chenhan Luo, Rui Zhang, Zhenye Liu, Shimin Cai
      Pages 331-345

    3. Rethinking the Robustness of Graph Neural Networks

      • Tao Wu, Canyixing Cui, Zhuo Zhao, Xingping Xian, Kan Tian, Xinwen Cao
      Pages 346-361

    4. MDC: An Interpretable GNNs Method Based on Node Motif Degree and Graph Diffusion Convolution

      • Tingting Wang, Feng Ding, Naiwen Luo, Qihang Lei, Huafei Huang, Tong Zhang et al.
      Pages 362-374

    5. Missing Data Imputation for Traffic Flow Data Using SAE-GAN-SAD

      • Tian Tian, Liang Zhang, Junqing Shen, Yi Jiang, Long Zhou, Ronghu Chang et al.
      Pages 375-388

    6. Scaffold Data Augmentation for Molecular Property Prediction

      • Tianyi Jiang, Zeyu Wang, Jinhuan Wang, Jiafei Shao, Qi Xuan
      Pages 389-402

  4. Back Matter

    Pages 403-404
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Other volumes

  1. Big Data and Social Computing

Editors and Affiliations

  • Renmin University of China, Beijing, China

    Xiaofeng Meng

  • Fudan University, Shanghai, China

    Yang Chen

  • Nankai University, Tianjin, China

    Liming Suo

  • Zhejiang University of Technology, Hangzhou, China

    Qi Xuan

  • Zhejiang University, Hangzhou, China

    Zi-Ke Zhang

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