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  • Conference proceedings
  • © 2018

Big Data

6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings

Part of the book series: Communications in Computer and Information Science (CCIS, volume 945)

Conference series link(s): BigData: CCF Conference on Big Data

Conference proceedings info: Big Data 2018.

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Table of contents (37 papers)

  1. Front Matter

    Pages I-XX
  2. Natural Language Processing and Text Mining

    1. Front Matter

      Pages 1-1
    2. A Method to Chinese-Vietnamese Bilingual Metallurgy Term Extraction Based on a Pivot Language

      • Shengxiang Gao, Haodong Zhu, Zhengtao Yu, Xiaoxu He, Yunlong Li
      Pages 3-20
  3. Big Data Analytics and Smart Computing

    1. Front Matter

      Pages 21-21
    2. Preprocessing and Feature Extraction Methods for Microfinance Overdue Data

      • Jiahao Wang, Liang Zhang, Peiyi Shen, Guangming Zhu, Yuhuai Zhang
      Pages 23-43
    3. Mining Device-Specific Apps Usage Patterns from Appstore Big Data

      • Huoran Li, Xuanzhe Liu, Hong Mei, Qiaozhu Mei
      Pages 55-76
    4. An Optimized Artificial Bee Colony Based Parameter Training Method for Belief Rule-Base

      • Man-Na Su, Zhi-Jian Fang, Shao-Zhen Ye, Ying-Jie Wu, Yang-Geng Fu
      Pages 77-93
    5. Search of Center-Core Community in Large Graphs

      • Linlin Ding, Yu Xie, Xiaohuan Shan, Baoyan Song
      Pages 94-107
    6. Real-Time Scientific Impact Prediction in Twitter

      • Zhunchen Luo, Jun Chen, Xiao Liu
      Pages 108-123
    7. Online Matrix Factorization Hashing for Large-Scale Image Retrieval

      • Lei Wang, Quan Wang, Di Wang, Bo Wan, Bin Shang
      Pages 124-134
    8. Multi-constrained Dominate Route Queries in Time-Dependent Road Networks

      • Fangjun Luan, Qi Li, Keyan Cao, Liwei Wang
      Pages 135-148
    9. Multiple Meta Paths Combined for Vertex Embedding in Heterogeneous Networks

      • Tong Wu, Chaofeng Sha, Xiaoling Wang
      Pages 160-177
    10. A Review of Recent Advances in Identity Identification Technology Based on Biological Features

      • Jianan Tang, Pengfei Xu, Weike Nie, Yi Zhang, Ruyi Liu
      Pages 178-195
    11. Interpretable Verification of Visually Similar Vehicle Images Using Convolutional Networks

      • Liugen Hong, Wenzhong Wang, Yanhui Pang, Huai Hu, Jin Tang
      Pages 196-209
    12. Learning Noise-Aware Correlation Filter for Visual Tracking

      • Xinyan Liang, Xiao Wang, Jin Tang, Chenglong Li
      Pages 210-226
    13. Research on Urban Street Order Based on Data Mining Technology

      • Guanlin Chen, Peipei Tang, Canghong Jin, Zhuoyue Zhu
      Pages 227-237
    14. A Vertex-Centric Graph Simulation Algorithm for Large Graphs

      • Jingdong Li, Jin Li, Xiaoling Wang
      Pages 238-254
  4. Big Data Applications

    1. Front Matter

      Pages 255-255

Other Volumes

  1. Big Data

About this book

This volume constitutes the proceedings of the 6th CCF Conference, Big Data 2018, held in Xi'an, China, in October 2018.

The 32 revised full papers presented in this volume were carefully reviewed and selected from 880 submissions. The papers are organized in topical sections on natural language processing and text mining; big data analytics and smart computing; big data applications; the application of big data in machine learning; social networks and recommendation systems; parallel computing and storage of big data; data quality control and data governance; big data system and management.

Editors and Affiliations

  • School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China

    Zongben Xu

  • Xidian University, Xi'an, China

    Xinbo Gao, Qiguang Miao

  • Chinese Academy of Sciences, Beijing, China

    Yunquan Zhang

  • Zhejiang University, Hangzhou, China

    Jiajun Bu

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access