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  • © 2018

Web and Big Data

Second International Joint Conference, APWeb-WAIM 2018, Macau, China, July 23-25, 2018, Proceedings, Part I

Conference proceedings info: APWeb-WAIM 2018.

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Table of contents (42 papers)

  1. Front Matter

    Pages I-XXV
  2. Text Analysis

    1. Front Matter

      Pages 1-1
    2. Abstractive Summarization with the Aid of Extractive Summarization

      • Yangbin Chen, Yun Ma, Xudong Mao, Qing Li
      Pages 3-15
    3. Rank-Integrated Topic Modeling: A General Framework

      • Zhen Zhang, Ruixuan Li, Yuhua Li, Xiwu Gu
      Pages 16-31
    4. Multi-label Classification via Label-Topic Pairs

      • Gang Chen, Yue Peng, Chongjun Wang
      Pages 32-44
    5. Sentiment Classification via Supplementary Information Modeling

      • Zenan Xu, Yetao Fu, Xingming Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang et al.
      Pages 54-62
    6. Training Set Similarity Based Parameter Selection for Statistical Machine Translation

      • Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang
      Pages 63-71
  3. Social Networks

    1. Front Matter

      Pages 73-73
    2. Identifying Scholarly Communities from Unstructured Texts

      • Ming Liu, Yang Chen, Bo Lang, Li Zhang, Hongting Niu
      Pages 75-89
    3. A Hybrid Spectral Method for Network Community Detection

      • Jianjun Cheng, Longjie Li, Haijuan Yang, Qi Li, Xiaoyun Chen
      Pages 90-104
    4. Personalized Top-n Influential Community Search over Large Social Networks

      • Jian Xu, Xiaoyi Fu, Liming Tu, Ming Luo, Ming Xu, Ning Zheng
      Pages 105-120
    5. Matrix Factorization Meets Social Network Embedding for Rating Prediction

      • Menghao Zhang, Binbin Hu, Chuan Shi, Bin Wu, Bai Wang
      Pages 121-129
    6. An Estimation Framework of Node Contribution Based on Diffusion Information

      • Zhijian Zhang, Ling Liu, Kun Yue, Weiyi Liu
      Pages 130-137
    7. Multivariate Time Series Clustering via Multi-relational Community Detection in Networks

      • Guowang Du, Lihua Zhou, Lizhen Wang, Hongmei Chen
      Pages 138-145
  4. Recommender Systems

    1. Front Matter

      Pages 147-147
    2. NSPD: An N-stage Purchase Decision Model for E-commerce Recommendation

      • Cairong Yan, Yan Huang, Qinglong Zhang, Yan Wan
      Pages 149-164
    3. Social Image Recommendation Based on Path Relevance

      • Zhang Chuanyan, Hong Xiaoguang, Peng Zhaohui
      Pages 165-180
    4. Representation Learning with Depth and Breadth for Recommendation Using Multi-view Data

      • Xiaotian Han, Chuan Shi, Lei Zheng, Philip S. Yu, Jianxin Li, Yuanfu Lu
      Pages 181-188
    5. Attentive and Collaborative Deep Learning for Recommendation

      • Feifei Li, Hongyan Liu, Jun He, Xiaoyong Du
      Pages 189-197

Other Volumes

About this book

This two-volume set, LNCS 10987 and 10988, constitutes  the thoroughly refereed proceedings of the Second International Joint Conference, APWeb-WAIM 2018, held in Macau, China in July 2018.
The 40 full papers presented together with 30 short papers, 6 demonstration papers and 3 keynotes were carefully reviewed and selected from 168 submissions. The papers are organized around the following topics: Text Analysis, Social Networks, Recommender Systems, Information Retrieval, Machine Learning, Knowledge Graphs, Database and Web Applications, Data Streams, Data Mining and Application, Query Processing, Big Data and Blockchain.

Keywords

  • Artificial intelligence
  • Classification
  • Collaborative filtering
  • Data mining
  • Data structures and algorithms for data management
  • Database query processing
  • Graph-based database models
  • Information retrieval
  • Knowledge-based system
  • Machine learning
  • Natural language processing
  • Neural networks
  • Query processing
  • Recommender systems
  • Semantics
  • Signal filtering and prediction
  • Signal processing
  • Social networks
  • Web mining
  • Web searching and information discovery

Editors and Affiliations

  • South China University of Technology, Guangzhou, China

    Yi Cai

  • Nagoya University, Nagoya, Japan

    Yoshiharu Ishikawa

  • Hong Kong Baptist University, Kowloon Tong, Hong Kong, China

    Jianliang Xu

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