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Big Data – BigData 2023

12th International Conference, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, September 23–26, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Shunli Zhang

    1. Jiujiang University, Jiangxi, China

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  2. Bo Hu

    1. Shenzhen Yihuo Technology Co., Ltd., Shenzhen, China

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  3. Liang-Jie Zhang

    1. Shenzhen Entrepreneurship and Innovation Federation, Shenzhen, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14203)

Included in the following conference series:

Conference proceedings info: BigData 2023.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Research Track

    1. Front Matter

      Pages 1-1
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    2. A Survey on Cross-Domain Few-Shot Image Classification

      • Shisheng Deng, Dongping Liao, Xitong Gao, Juanjuan Zhao, Kejiang Ye
      Pages 3-17

    3. Exploring the Predictive Power of Correlation and Mutual Information in Attention Temporal Graph Convolutional Network for COVID-19 Forecasting

      • Subas Rana, Nasid Habib Barna, John A. Miller
      Pages 18-33

    4. IoT Lakehouse: A New Data Management Paradigm for AIoT

      • Guochuan Liu, Zhenjiang Pang, Jing Zeng, Haimin Hong, Yongming Sun, Mingjie Su et al.
      Pages 34-47

    5. HMGR: A Hybrid Model for Geolocation Recommendation

      • Ruwang Wen, Zhengxiang Cheng, Weixuan Mao, Zhuolin Mei, Jiaoli Shi, Xiao Cheng
      Pages 48-62

    6. Non-essential Perspective on Thinking Law of Data Protection and Utilization

      • Zhao Li, Honggui He, Wen Wang, Siqi, Tao
      Pages 63-79

    7. The Shifting Role of Government in Government Data Openness

      • Siqi Tao, Yuan Xin, Zhao Li, Minjie Hong
      Pages 80-94

    8. How Do We Talk and Feel About COVID-19? Sentiment Analysis of Twitter Topics

      • Carmela Comito
      Pages 95-107

    9. Lightweight Weight Update for Convolutional Neural Networks

      • Feipeng Wang, Kerong Ben, Xian Zhang, Meini Yang
      Pages 108-118

    10. Bioinformatics-Based Acquisition of Alzheimer’s Disease Hub Genes

      • Meng-Ting Hou, Xi-Yu Li, Juan Bao
      Pages 119-127

  3. Application Track

    1. Front Matter

      Pages 129-129
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    2. Enhanced Campus Information Query System based on ChatGPT Interface and Local Content Database

      • Kang Minjie, Ji Ran, Gui Ao, Pang Xuejiao, Fan Xiaohu, Yi Li et al.
      Pages 131-148

    3. Prediction of TrkB Complex and Antidepressant Targets Leveraging Big Data

      • Xufu Xiang, Chungen Qian, Xin Liu, Fuzhen Xia
      Pages 149-165

    4. Does Trust Improve Commercial Insurance Participation Behavior?

      • Lei Yu, Xinlong Yang, Jue Wang, Yumeng Yang
      Pages 166-181

    5. Research on Big Data Empowering Ecological Governance

      • Xuejiao Liu, Yi Li
      Pages 182-191

    6. Research on Complex Financial Ecosystem Modeling and Traceability Analysis Based on Heterogeneous Graph Attention Networks

      • Xiaochen Liu
      Pages 192-205

  4. Short Paper Track

    1. Front Matter

      Pages 207-207
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    2. Accelerate SVM Training with OHD-SVM on GPU

      • Chao-Chin Wu, De-Xang Wang, Lien-Fu Lai
      Pages 209-217

    3. Construction of Data Security System

      • Bingbing Yu, Jiefan Hu
      Pages 218-229
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  1. Big Data – BigData 2023

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International Conference, BigData 2023, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, during September 23–26, 2023.  

The 14 full papers presented together with 2 short papers were carefully reviewed and selected from 27 submissions. The conference focuses on ​research track and application track.

Editors and Affiliations

  • Jiujiang University, Jiangxi, China

    Shunli Zhang

  • Shenzhen Yihuo Technology Co., Ltd., Shenzhen, China

    Bo Hu

  • Shenzhen Entrepreneurship and Innovation Federation, Shenzhen, China

    Liang-Jie Zhang

Bibliographic Information

  • Book Title: Big Data – BigData 2023

  • Book Subtitle: 12th International Conference, Held as Part of the Services Conference Federation, SCF 2023, Honolulu, HI, USA, September 23–26, 2023, Proceedings

  • Editors: Shunli Zhang, Bo Hu, Liang-Jie Zhang

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-44725-9

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-44724-2Published: 23 September 2023

  • eBook ISBN: 978-3-031-44725-9Published: 22 September 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIV, 232

  • Number of Illustrations: 21 b/w illustrations, 42 illustrations in colour

  • Topics: Big Data, Computer Systems Organization and Communication Networks, Artificial Intelligence

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