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Database Systems for Advanced Applications. DASFAA 2020 International Workshops

BDMS, SeCoP, BDQM, GDMA, and AIDE, Jeju, South Korea, September 24–27, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Yunmook Nah

    1. Dankook University, Yongin, Korea (Republic of)

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  2. Chulyun Kim

    1. Seoul, Korea (Republic of)

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  3. Seon-Young Kim

    1. University of Southern California, Daejeon, Korea (Republic of)

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  4. Yang-Sae Moon

    1. Kangwon National University, Chunchon, Korea (Republic of)

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  5. Steven Euijong Whang

    1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12115)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DASFAA 2020.

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Table of contents (22 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Low Rank Communication for Federated Learning

    • Huachi Zhou, Junhong Cheng, Xiangfeng Wang, Bo Jin
    Pages 1-16

  3. Question Answering over Knowledge Base with Symmetric Complementary Attention

    • Yingjiao Wu, Xiaofeng He
    Pages 17-31

  4. Supervised Learning for Human Action Recognition from Multiple Kinects

    • Hao Wang, Christel Dartigues-Pallez, Michel Riveill
    Pages 32-46

  5. Discovery of Chasing Patterns in Trajectory Data

    • Huaqing Wu, Weizhuo He, Qizhi Liu, Yu Yang
    Pages 47-59

  6. A Cloud-Based Platform for ECG Monitoring and Early Warning Using Big Data and Artificial Intelligence Technologies

    • Chunjie Zhou, Ali Li, Zhiwang Zhang, Zhenxing Zhang, Haiping Qu
    Pages 60-72

  7. What Are MOOCs Learners’ Concerns? Text Analysis of Reviews for Computer Science Courses

    • Xieling Chen, Di Zou, Haoran Xie, Gary Cheng
    Pages 73-79

  8. A New Context-Aware Method Based on Hybrid Ranking for Community-Oriented Lexical Simplification

    • Jiayin Song, Jingyue Hu, Leung-Pun Wong, Lap-Kei Lee, Tianyong Hao
    Pages 80-92

  9. Two-Level Convolutional Neural Network for Aspect Extraction

    • Jialin Wu, Yi Cai, Qingbao Huang, Jingyun Xu, Raymond Chi-Wing Wong, Jian Chen
    Pages 93-105

  10. Leveraging Statistic and Semantic Features for Similar Question Detection Using Fusion XGBoost

    • Siyuan Liao, Leung-Pun Wong, Lap-Kei Lee, Oliver Au, Tianyong Hao
    Pages 106-120

  11. Core Research Topics of Studies on Personalized Feedback in the Past Four Decades

    • Xieling Chen, Di Zou, Gary Cheng, Haoran Xie, Fu Lee Wang, Leung Pun Wong
    Pages 121-130

  12. Maintenance Method of Logistics Vehicle Based on Data Science and Quality

    • Yu Ping Peng, Shih Chieh Cheng, Yu Tsung Huang, Jun Der Leu
    Pages 131-145

  13. An Efficient and Metadata-Aware Big Data Storage Architecture

    • Rize Jin, Joon-Young Paik, Yenewondim Biadgie
    Pages 146-152

  14. Kernel Design of Intelligent Historical Database for Multi-objective Combustion Optimization

    • Wei Zheng, Chao Wang
    Pages 153-163

  15. Threshold Functional Dependencies for Time Series Data

    • Mingyue Ji, Xiukun Wei, Dongjing Miao
    Pages 164-174

  16. A Survey on Modularization of Chatbot Conversational Systems

    • Xinzhi Zhang, Shiyulong He, Zhenfei Huang, Ao Zhang
    Pages 175-189

  17. A Long Short-Term Memory Neural Network Model for Predicting Air Pollution Index Based on Popular Learning

    • Hong Fang, Yibo Feng, Lan Zhang, Ming Su, Hairong Yang
    Pages 190-199

  18. Domain Ontology Construction for Intelligent Anti-Telephone-Fraud Applications

    • Shiqi Deng, Zhen Zhang, Liang Hong
    Pages 200-210

  19. Improving Gaussian Embedding for Extracting Local Semantic Connectivity in Networks

    • Chu Zheng, Peiyun Wu, Xiaowang Zhang
    Pages 211-224

  20. A Novel Shilling Attack Detection Method Based on T-Distribution over the Dynamic Time Intervals

    • Wanqiao Yuan, Yingyuan Xiao, Xu Jiao, Chenchen Sun, Wenguang Zheng, Hongya Wang
    Pages 225-240
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Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

  4. Database Systems for Advanced Applications. DASFAA 2020 International Workshops

Keywords

About this book

The  LNCS 12115 constitutes the workshop papers which were held also online in conjunction with the 25th International Conference on Database Systems for Advanced Applications in September 2020.

The complete conference includes 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions.

DASFAA 2020 presents this year following five workshops:  

  • The 7th International Workshop on Big Data Management and Service (BDMS 2020) 
    • The 6th International Symposium on Semantic Computing and Personalization (SeCoP 2020) 
  • The 5th Big Data Quality Management (BDQM 2020) 
  • The 4th International Workshop on Graph Data Management and Analysis (GDMA 2020)
  • The 1st International Workshop on Artificial Intelligence for Data Engineering (AIDE 2020) 


Editors and Affiliations

  • Dankook University, Yongin, Korea (Republic of)

    Yunmook Nah

  • Seoul, Korea (Republic of)

    Chulyun Kim

  • University of Southern California, Daejeon, Korea (Republic of)

    Seon-Young Kim

  • Kangwon National University, Chunchon, Korea (Republic of)

    Yang-Sae Moon

  • Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Steven Euijong Whang

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