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Web Information Systems and Applications

15th International Conference, WISA 2018, Taiyuan, China, September 14–15, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Xiaofeng Meng

    1. Renmin University of China, Beijing, China

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  2. Ruixuan Li

    1. Huazhong University of Science and Technology, Wuhan, China

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  3. Kanliang Wang

    1. Renmin University of China, Beijing, China

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  4. Baoning Niu

    1. Taiyuan University of Technology, Yuci, China

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  5. Xin Wang

    1. Tianjin University, Tianjin, China

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  6. Gansen Zhao

    1. South China Normal University, Guangzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11242)

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 2018.

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Table of contents (45 papers)

  1. Front Matter

    Pages I-XVI
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  2. Machine Learning and Data Mining

    1. Front Matter

      Pages 1-1
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    2. Pareto-Based Many-Objective Convolutional Neural Networks

      • Hongjian Zhao, Shixiong Xia, Jiaqi Zhao, Dongjun Zhu, Rui Yao, Qiang Niu
      Pages 3-14

    3. A Research and Application Based on Gradient Boosting Decision Tree

      • Yun Xi, Xutian Zhuang, Xinming Wang, Ruihua Nie, Gansen Zhao
      Pages 15-26

    4. Multilingual Short Text Classification via Convolutional Neural Network

      • Jiao Liu, Rongyi Cui, Yahui Zhao
      Pages 27-38

    5. Classifying Python Code Comments Based on Supervised Learning

      • Jingyi Zhang, Lei Xu, Yanhui Li
      Pages 39-47

    6. A Frequent Sequential Pattern Based Approach for Discovering Event Correlations

      • Yunmeng Cao, Chen Liu, Yanbo Han
      Pages 48-59

    7. Using a LSTM-RNN Based Deep Learning Framework for ICU Mortality Prediction

      • Hanzhong Zheng, Dejia Shi
      Pages 60-67

    8. Modularized and Attention-Based Recurrent Convolutional Neural Network for Automatic Academic Paper Aspect Scoring

      • Feng Qiao, Lizhen Xu, Xiaowei Han
      Pages 68-76

  3. Cloud Computing and Big Data

    1. Front Matter

      Pages 77-77
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    2. Fast Homomorphic Encryption Based on CPU-4GPUs Hybrid System in Cloud

      • Jing Xia, Zhong Ma, Xinfa Dai, Jianping Xu
      Pages 79-90

    3. A Method of Component Discovery in Cloud Migration

      • Jian-tao Zhou, Ting Wu, Yan Chen, Jun-feng Zhao
      Pages 91-102

    4. Online Aggregation: A Review

      • Yun Li, Yanlong Wen, Xiaojie Yuan
      Pages 103-114

    5. Collaborative Caching in P2P Streaming Systems

      • Guoqiang Gao, Ruixuan Li
      Pages 115-122

    6. A Distributed Rule Engine for Streaming Big Data

      • Debo Cai, Di Hou, Yong Qi, Jinpei Yan, Yu Lu
      Pages 123-130

    7. Optimization of Depth from Defocus Based on Iterative Shrinkage Thresholding Algorithm

      • Mingxin Zhang, Qiuyu Wu, Yongjun Liu, Jinlong Zheng
      Pages 131-144

  4. Information Retrieval

    1. Front Matter

      Pages 145-145
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    2. LDA-Based Resource Selection for Results Diversification in Federated Search

      • Liang Li, Zhongmin Zhang, Shengli Wu
      Pages 147-156

    3. Extracting 5W from Baidu Hot News Search Words for Societal Risk Events Analysis

      • Nuo Xu, Xijin Tang
      Pages 157-169

    4. Jointly Trained Convolutional Neural Networks for Online News Emotion Analysis

      • Xue Zhao, Ying Zhang, Wenya Guo, Xiaojie Yuan
      Pages 170-181
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  1. Web Information Systems and Applications

Keywords

About this book

This book constitutes the refereed proceedings of the 15th International Conference on Web Information Systems and Applications, WISA 2018, held in Taiyuan, China, in September 2018. The 29 full papers presented together with 16 short papers were carefully reviewed and selected from 103 submissions. 
The papers cover topics such as machine learning and data mining; cloud computing and big data; information retrieval; natural language processing; data privacy and security; knowledge graphs and social networks; query processing; and recommendations.

Editors and Affiliations

  • Renmin University of China, Beijing, China

    Xiaofeng Meng, Kanliang Wang

  • Huazhong University of Science and Technology, Wuhan, China

    Ruixuan Li

  • Taiyuan University of Technology, Yuci, China

    Baoning Niu

  • Tianjin University, Tianjin, China

    Xin Wang

  • South China Normal University, Guangzhou, China

    Gansen Zhao

Bibliographic Information

  • Book Title: Web Information Systems and Applications

  • Book Subtitle: 15th International Conference, WISA 2018, Taiyuan, China, September 14–15, 2018, Proceedings

  • Editors: Xiaofeng Meng, Ruixuan Li, Kanliang Wang, Baoning Niu, Xin Wang, Gansen Zhao

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-02934-0

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-02933-3Published: 20 November 2018

  • eBook ISBN: 978-3-030-02934-0Published: 19 November 2018

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVI, 498

  • Number of Illustrations: 108 b/w illustrations, 134 illustrations in colour

  • Topics: Data Mining and Knowledge Discovery

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