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Social Media Processing

6th National Conference, SMP 2017, Beijing, China, September 14-17, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Xueqi Cheng

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  2. Weiying Ma

    1. Beijing Jinri Toutiao Technology Co. Ltd , Beijing, China

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  3. Huan Liu

    1. Arizona State University , Tempe, USA

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  4. Huawei Shen

    1. Institute of Computing Technology, Chinese Academy of Sciences , Beijing, China

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  5. Shizheng Feng

    1. Renmin University of China , Beijing, China

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  6. Xing Xie

    1. Microsoft Asia Research , Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 774)

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Conference proceedings info: SMP 2017.

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Table of contents (28 papers)

  1. Front Matter

    Pages I-XIII
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  2. Knowledge Discovery for Data

    1. Front Matter

      Pages 1-1
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    2. Locality-Sensitive Hashing for Finding Nearest Neighbors in Probability Distributions

      • Yi-Kun Tang, Xian-Ling Mao, Yi-Jing Hao, Cheng Xu, Heyan Huang
      Pages 3-15

    3. Supervised Hashing for Multi-labeled Data with Order-Preserving Feature

      • Dan Wang, Heyan Huang, Hua-Kang Lin, Xian-Ling Mao
      Pages 16-28

    4. Inferring User Profile Using Microblog Content and Friendship Network

      • Zhishan Zhao, Jiachen Du, Qinghong Gao, Lin Gui, Ruifeng Xu
      Pages 29-39

    5. EEG: Knowledge Base for Event Evolutionary Principles and Patterns

      • Zhongyang Li, Sendong Zhao, Xiao Ding, Ting Liu
      Pages 40-52

    6. Prediction of Cascade Structure and Outbreaks Recurrence in Microblogs

      • Zhenhua Huang, Zhenyu Wang, Yingbo Zhu, Chengqi Yi, Tingxuan Su
      Pages 53-64

    7. Exploring Effective Methods for On-line Societal Risk Classification and Feature Mining

      • Nuo Xu, Xijin Tang
      Pages 65-76

    8. A Markov Chain Monte Carlo Approach for Source Detection in Networks

      • Le Zhang, Tianyuan Jin, Tong Xu, Biao Chang, Zhefeng Wang, Enhong Chen
      Pages 77-88

  3. Natural Language Processing

    1. Front Matter

      Pages 89-89
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    2. Neural Chinese Word Segmentation as Sequence to Sequence Translation

      • Xuewen Shi, Heyan Huang, Ping Jian, Yuhang Guo, Xiaochi Wei, Yi-Kun Tang
      Pages 91-103

    3. Attention-Based Memory Network for Sentence-Level Question Answering

      • Pei Liu, Chunhong Zhang, Weiming Zhang, Zhiqiang Zhan, Benhui Zhuang
      Pages 104-115

    4. Entity Set Expansion on Social Media: A Study for Newly-Presented Entity Classes

      • He Zhao, Chong Feng, Zhunchen Luo, Yuxia Pei
      Pages 116-128

    5. An Effective Approach of Sentence Compression Based on “Re-read” Mechanism and Bayesian Combination Model

      • Zhonglei Lu, Wenfen Liu, Yanfang Zhou, Xuexian Hu, Binyu Wang
      Pages 129-140

    6. Terminology Translation Error Identification and Correction

      • Mengyi Liu, Jian Tang, Yu Hong, Jianmin Yao
      Pages 141-152

    7. Opinion Target Understanding in Event-Level Sentiment Analysis

      • Suyang Zhu, Shoushan Li, Guodong Zhou
      Pages 153-165

    8. Topic Enhanced Word Vectors for Documents Representation

      • Dayu Li, Yang Li, Suge Wang
      Pages 166-177

  4. Text Mining and Sentiment Analysis

    1. Front Matter

      Pages 179-179
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    2. Social Annotation for Query Expansion Learning from Multiple Expansion Strategies

      • Yuan Lin, Bo Xu, Luying Li, Hongfei Lin, Kan Xu
      Pages 181-192

    3. Supervised Domain Adaptation for Sentiment Regression

      • Jian Xu, Hao Yin, Shoushan Li, Guodong Zhou
      Pages 193-205
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  1. Social Media Processing

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About this book

This book constitutes the thoroughly refereed proceedings of the 6th National Conference of Social Media Processing, SMP 2017, held in Beijing, China, in September 2017.
The 28 revised full papers presented were carefully reviewed and selected from 140 submissions. The papers address issues such as: knowledge discovery for data; natural language processing; text mining and sentiment analysis; social network analysis and social computing.

Editors and Affiliations

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Xueqi Cheng

  • Beijing Jinri Toutiao Technology Co. Ltd , Beijing, China

    Weiying Ma

  • Arizona State University , Tempe, USA

    Huan Liu

  • Institute of Computing Technology, Chinese Academy of Sciences , Beijing, China

    Huawei Shen

  • Renmin University of China , Beijing, China

    Shizheng Feng

  • Microsoft Asia Research , Beijing, China

    Xing Xie

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