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Web and Big Data

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

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Yi Cai

    1. South China University of Technology, Guangzhou, China

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  2. Yoshiharu Ishikawa

    1. Nagoya University, Nagoya, Japan

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  3. Jianliang Xu

    1. Hong Kong Baptist University, Kowloon Tong, Hong Kong, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10987)

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: APWeb-WAIM 2018.

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Table of contents (42 papers)

  1. Front Matter

    Pages I-XXV
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  2. Text Analysis

    1. Front Matter

      Pages 1-1
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    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. Similarity Calculations of Academic Articles Using Topic Events and Domain Knowledge

      • Ming Liu, Bo Lang, Zepeng Gu
      Pages 45-53

    6. Sentiment Classification via Supplementary Information Modeling

      • Zenan Xu, Yetao Fu, Xingming Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang et al.
      Pages 54-62

    7. 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
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    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
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    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
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Other volumes

  1. Web and Big Data

  2. Web and Big Data

  3. Web and Big Data

Keywords

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.

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

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