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Data Science

Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part II

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Beiji Zou

    1. Central South University, Changsha, China

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  2. Qilong Han

    1. Harbin Engineering University, Harbin, China

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  3. Guanglu Sun

    1. Harbin University of Science and Technology, Harbin, China

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  4. Weipeng Jing

    1. Northeast Forestry University, Harbin, China

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  5. Xiaoning Peng

    1. Huaihua University, Huaihua, China

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  6. Zeguang Lu

    1. Sciences of Country Tripod Institute of Data Science, Harbin, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 728)

Included in the following conference series:

Conference proceedings info: ICPCSEE 2018.

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Table of contents (49 papers)

  1. Front Matter

    Pages I-XXVI
    Download chapter PDF

  2. Extracting Chinese Explanatory Expressions with Discrete and Neural CRFs

    • Da Pan, Mengqi Wang, Meishan Zhang, Guohong Fu
    Pages 1-12

  3. Incremental Influence Maximization for Dynamic Social Networks

    • Yake Wang, Jinghua Zhu, Qian Ming
    Pages 13-27

  4. Method of Relevance Judgment for App Software’s User Reviews

    • Qixin Xiang, Ying Jiang, Meng Ran, Jiaman Ding
    Pages 28-41

  5. Topic Model Based Text Similarity Measure for Chinese Judgment Document

    • Yue Wang, Jidong Ge, Yemao Zhou, Yi Feng, Chuanyi Li, Zhongjin Li et al.
    Pages 42-54

  6. Utilizing Crowdsourcing for the Construction of Chinese-Mongolian Speech Corpus with Evaluation Mechanism

    • Rihai Su, Shumin Shi, Meng Zhao, Heyan Huang
    Pages 55-65

  7. A Cluster Guided Topic Model for Social Query Expansion

    • Wenyu Zhao, Dong Zhou
    Pages 66-77

  8. A Framework of Mobile Context-Aware Recommender System

    • Caihong Liu, Chonghui Guo
    Pages 78-93

  9. Build Evidence Chain Relational Model Based on Chinese Judgment Documents

    • Siyuan Kong, Yemao Zhou, Jidong Ge, Zhongjin Li, Chuanyi Li, Yi Feng et al.
    Pages 94-107

  10. Research and Development of Virtual Instruments System Based on Depth Camera

    • Xiao-li Xu, Ming-hui Sun, Xin-yue Sun, Wei-yu Zhao, Xiaoying Sun
    Pages 108-114

  11. Text Understanding with a Hybrid Neural Network Based Learning

    • Shen Gao, Huaping Zhang, Kai Gao
    Pages 115-125

  12. Towards Realizing Mandarin-Tibetan Bi-lingual Emotional Speech Synthesis with Mandarin Emotional Training Corpus

    • Peiwen Wu, Hongwu Yang, Zhenye Gan
    Pages 126-137

  13. Mining Initial Nodes with BSIS Model and BS-G Algorithm on Social Networks for Influence Maximization

    • Xiaoheng Deng, Dejuan Cao, Yan Pan, Hailan Shen, Fang Long
    Pages 138-147

  14. Critical Value Aware Data Acquisition Strategy in Wireless Sensor Networks

    • Ran Bi, Guozhen Tan, Xiaolin Fang
    Pages 148-160

  15. An Energy Efficient Routing Protocol for In-Vehicle Wireless Sensor Networks

    • Chundong Wang, Zhentang Zhao, Likun Zhu, Honglei Yao
    Pages 161-170

  16. Energy-Conserving Transmission Network Model Based on Service-Awareness

    • Huyin Zhang, Chenghao Li, Tianying Zhou, Long Qian, Jingcai Zhou
    Pages 171-183

  17. A Multi-objective Optimization Data Scheduling Algorithm for P2P Video Streaming

    • Pingshan Liu, Xiaoyi Xiong, Guimin Huang
    Pages 184-197

  18. A Novel Range-Free Jammer Localization Solution in Wireless Network by Using PSO Algorithm

    • Liang Pang, Xiao Chen, Zhi Xue, Rida Khatoun
    Pages 198-211

  19. An Algorithm for Hybrid Nodes Barrier Coverage Based on Voronoi in Wireless Sensor Networks

    • Xiaochao Dang, Rucang Ma, Zhanjun Hao, Meixiu Ma
    Pages 212-229

  20. Measurement Analysis of an Indoor Positioning System Based on LTE

    • Jiahui Qiu, Qi Liu, Wenhao Zhang, Yi Chen
    Pages 230-240
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Other volumes

  1. Data Science

  2. Data Science

Keywords

About this book

This two volume set (CCIS 727 and 728) constitutes the refereed proceedings of the Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017 (originally ICYCSEE) held in Changsha, China, in September 2017. 

The 112 revised full papers presented in these two volumes were carefully reviewed and selected from 987 submissions. The papers cover a wide range of topics related to Basic Theory and Techniques for Data Science including Mathematical Issues in Data Science, Computational Theory for Data Science, Big Data Management and Applications, Data Quality and Data Preparation, Evaluation and Measurement in Data Science, Data Visualization, Big Data Mining and Knowledge Management, Infrastructure for Data Science, Machine Learning for Data Science, Data Security and Privacy, Applications of Data Science, Case Study of Data Science, Multimedia Data Management and Analysis, Data-driven Scientific Research, Data-driven Bioinformatics, D

ata-driven Healthcare, Data-driven Management, Data-driven eGovernment, Data-driven Smart City/Planet, Data Marketing and Economics, Social Media and Recommendation Systems, Data-driven Security, Data-driven Business Model Innovation, Social and/or organizational impacts of Data Science.

Editors and Affiliations

  • Central South University, Changsha, China

    Beiji Zou

  • Harbin Engineering University, Harbin, China

    Qilong Han

  • Harbin University of Science and Technology, Harbin, China

    Guanglu Sun

  • Northeast Forestry University, Harbin, China

    Weipeng Jing

  • Huaihua University, Huaihua, China

    Xiaoning Peng

  • Sciences of Country Tripod Institute of Data Science, Harbin, China

    Zeguang Lu

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