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Web Information Systems and Applications

18th International Conference, WISA 2021, Kaifeng, China, September 24–26, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Chunxiao Xing

    1. Tsinghua University, Beijing, China

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  2. Xiaoming Fu

    1. Institute of Computer Science, University of Göttingen, Goettingen, Germany

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  3. Yong Zhang

    1. Tsinghua University, Beijing, China

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  4. Guigang Zhang

    1. Chinese Academy of Sciences, Beijing, China

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  5. Chaolemen Borjigin

    1. Renmin University of China, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12999)

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: WISA 2021.

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Table of contents (67 papers)

  1. Front Matter

    Pages i-xvii
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  2. World Wide Web

    1. Front Matter

      Pages 1-1
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    2. An Active Learning Approach for Identifying Adverse Drug Reaction-Related Text from Social Media Using Various Document Representations

      • Jing Liu, Lihua Huang, Chenghong Zhang
      Pages 3-15

    3. DualLink: Dual Domain Adaptation for User Identity Linkage Across Social Networks

      • Bei Xu, Yue Kou, Guangqi Wang, Derong Shen, Tiezheng Nie
      Pages 16-27

    4. Multimodal Topic Detection in Social Networks with Graph Fusion

      • Yuhao Zhang, Kehui Song, Xiangrui Cai, Yierxiati Tuergong, Ling Yuan, Ying Zhang
      Pages 28-38

    5. A New Novel Label Propagation Algorithm

      • Jie Zhang, Zhengyou Xia
      Pages 39-46

  3. Query Processing and Algorithm

    1. Front Matter

      Pages 47-47
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    2. A Coreset Based Approach for Continuous k-regret Minimization Set Queries over Sliding Windows

      • Wei Ma, Jiping Zheng, Zhiyang Hao
      Pages 49-61

    3. Configurable In-Database Similarity Search of Electronic Medical Records

      • Yuewen Wu, Yong Zhang, Jiacheng Wu
      Pages 62-73

    4. Database Native Approximate Query Processing Based on Machine-Learning

      • Yang Duan, Yong Zhang, Jiacheng Wu
      Pages 74-86

    5. Improving Medical Record Search Performance by Particle Swarm Optimization Based Data Fusion Techniques

      • Qiuyu Xu, Shengli Wu
      Pages 87-98

    6. Real-Time Aggregation Approach for Power Quality Data

      • Jun Fang, Wentao Bai, Xiaodong Xue
      Pages 99-106

  4. Data Mining

    1. Front Matter

      Pages 107-107
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    2. Decision Behavior Based Private Vehicle Trajectory Generation Towards Smart Cities

      • Qiao Chen, Kai Ma, Mingliang Hou, Xiangjie Kong, Feng Xia
      Pages 109-120

    3. Self-learning Tags and Hybrid Responses for Deep Knowledge Tracing

      • Shuang Li, Lei Xu, Yuchen Wang, Lizhen Xu
      Pages 121-132

    4. Shortest Path Distance Prediction Based on CatBoost

      • Liying Jiang, Yongxuan Lai, Quan Chen, Wenhua Zeng, Fan Yang, Fan Yi
      Pages 133-143

    5. Traffic Prediction Based on Multi-graph Spatio-Temporal Convolutional Network

      • Xiaomin Yao, Zhenguo Zhang, Rongyi Cui, Yahui Zhao
      Pages 144-155

    6. Online Runtime Prediction Method for Distributed Iterative Jobs

      • Xiaofei Yue, Lan Shi, Yuhai Zhao, Hangxu Ji, Guoren Wang
      Pages 156-168

    7. Workload Prediction of Cloud Workflow Based on Graph Neural Network

      • Ming Gao, Yuchan Li, Jixiang Yu
      Pages 169-189

    8. Prognosis Prediction of Breast Cancer Based on CGAN

      • Xi Liu, Runan Zhao, Yingqi Zhang, Fan Zhang
      Pages 190-197
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  1. Web Information Systems and Applications

Keywords

About this book

This book constitutes the proceedings of the 18th International Conference on Web Information Systems and Applications, WISA 2021, held in Kaifeng, China, in September 2021. The 49 full papers and 18 short papers presented were carefully reviewed and selected from 206 submissions. The papers are grouped in topical sections on world wide web, query processing and algorithm, natural language processing, machine learning, data mining, data privacy and security.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Chunxiao Xing, Yong Zhang

  • Institute of Computer Science, University of Göttingen, Goettingen, Germany

    Xiaoming Fu

  • Chinese Academy of Sciences, Beijing, China

    Guigang Zhang

  • Renmin University of China, Beijing, China

    Chaolemen Borjigin

Bibliographic Information

  • Book Title: Web Information Systems and Applications

  • Book Subtitle: 18th International Conference, WISA 2021, Kaifeng, China, September 24–26, 2021, Proceedings

  • Editors: Chunxiao Xing, Xiaoming Fu, Yong Zhang, Guigang Zhang, Chaolemen Borjigin

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-87571-8

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-87570-1Published: 17 September 2021

  • eBook ISBN: 978-3-030-87571-8Published: 16 September 2021

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVII, 775

  • Number of Illustrations: 91 b/w illustrations, 248 illustrations in colour

  • Topics: Data Mining and Knowledge Discovery

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