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Web Information Systems and Applications

16th International Conference, WISA 2019, Qingdao, China, September 20-22, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Weiwei Ni

    1. Southeast University, Nanjing, China

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  2. Xin Wang

    1. Tianjin University, Tianjin, China

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  3. Wei Song

    1. Wuhan University, Wuhan, China

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  4. Yukun Li

    1. Tianjin University of Technology, Tianjin, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11817)

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 2019.

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Table of contents (72 papers)

  1. Front Matter

    Pages i-xvii
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  2. Machine Learning and Data Mining

    1. Front Matter

      Pages 1-1
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    2. Online Anomaly Detection via Incremental Tensor Decomposition

      • Ming Gao, Yunbing Zong, Rui Li, Chengzhi An, Qiang Duan, Qingshan Yin et al.
      Pages 3-14

    3. Intelligent Trader Model Based on Deep Reinforcement Learning

      • Daoqi Han, Junyao Zhang, Yuhang Zhou, Qing Liu, Nan Yang
      Pages 15-21

    4. BiRNN-DKT: Transfer Bi-directional LSTM RNN for Knowledge Tracing

      • Bin Xu, Sheng Yan, Dan Yang
      Pages 22-27

    5. Semi-supervised Learning to Rank with Uncertain Data

      • Xin Zhang, ZhongQi Zhao, ChengHou Liu, Chen Zhang, Zhi Cheng
      Pages 28-39

    6. Signed Network Embedding Based on Noise Contrastive Estimation and Deep Learning

      • Xingong Chang, Wenqiang Shi, Fei Zhang
      Pages 40-46

    7. Under Water Object Detection Based on Convolution Neural Network

      • Shaoqiong Huang, Mengxing Huang, Yu Zhang, Menglong Li
      Pages 47-58

    8. Face Photo-Sketch Synthesis Based on Conditional Adversarial Networks

      • Xiaoqi Xie, Huarong Xu, Lifen Weng
      Pages 59-71

    9. Research and Implementation of Vehicle Tracking Algorithm Based on Multi-Feature Fusion

      • Heng Guan, Huimin Liu, Minghe Yu, Zhibin Zhao
      Pages 72-78

    10. An Enterprise Competitiveness Assessment Method Based on Ensemble Learning

      • Yaomin Chang, Yuzheng Li, Chuan Chen, Bin Cao, Zhenxing Li
      Pages 79-84

    11. A Method for Duplicate Record Detection Using Deep Learning

      • Qing Gu, Yongquan Dong, Yang Hu, Yali Liu
      Pages 85-91

    12. Case Facts Analysis Method Based on Deep Learning

      • Zihuan Xu, Tieke He, Hao Lian, Jiabing Wan, Hui Wang
      Pages 92-97

    13. The Air Quality Prediction Based on a Convolutional LSTM Network

      • Canyang Guo, Wenzhong Guo, Chi-Hua Chen, Xin Wang, Genggeng Liu
      Pages 98-109

  3. Cloud Computing and Big Data

    1. Front Matter

      Pages 111-111
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    2. Core Solution Computing Algorithm of Web Data Exchange

      • Yuhang Ji, Gui Li, Zhengyu Li, Ziyang Han, Keyan Cao
      Pages 113-118

    3. A Novel Adaptive Tuning Mechanism for Kafka-Based Ordering Service

      • Li Xu, Xuan Ma, Lizhen Xu
      Pages 119-125

    4. Author Name Disambiguation in Heterogeneous Academic Networks

      • Xiao Ma, Ranran Wang, Yin Zhang
      Pages 126-137

    5. Is Bigger Data Better for Defect Prediction: Examining the Impact of Data Size on Supervised and Unsupervised Defect Prediction

      • Xinyue Liu, Yanhui Li
      Pages 138-150

    6. Using Behavior Data to Predict the Internet Addiction of College Students

      • Wei Peng, Xinlei Zhang, Xin Li
      Pages 151-162
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  1. Web Information Systems and Applications

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About this book

This book constitutes the proceedings of the 16th International Conference on Web Information Systems and Applications, WISA 2019, held in Qingdao, China, in September 2019.  The 39 revised full papers and 33 short papers presented were carefully reviewed and selected from 154 submissions. The papers are grouped in topical sections on machine learning and data mining, cloud computing and big data, information retrieval, natural language processing, data privacy and security, knowledge graphs and social networks, blockchain, query processing, and recommendations.

Editors and Affiliations

  • Southeast University, Nanjing, China

    Weiwei Ni

  • Tianjin University, Tianjin, China

    Xin Wang

  • Wuhan University, Wuhan, China

    Wei Song

  • Tianjin University of Technology, Tianjin, China

    Yukun Li

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