Social Media Processing

1. Front Matter

   Pages I-XIV

   PDF

2. Learning Cost-Effective Social Embedding for Cascade Prediction

   • Wei Liu, Huawei Shen, Wentao Ouyang, Ge Fu, Li Zha, Xueqi Cheng

   Pages 1-13

3. Missing and Spurious Interactions in Heterogeneous Military Networks

   • Changjun Fan, Zhong Liu, Baoxin Xiu, Lianfei Yu

   Pages 14-28

4. Predicting Best Answerers for New Questions: An Approach Leveraging Convolution Neural Networks in Community Question Answering

   • Jian Wang, Jiqing Sun, Hongfei Lin, Hualei Dong, Shaowu Zhang

   Pages 29-41

5. Encoding Dependency Representation with Convolutional Neural Network for Target-Polarity Word Collocation Extraction

   • Yanyan Zhao, Shengqiu Li, Bing Qin, Ting Liu

   Pages 42-53

6. Efficient Community Detection Based on Label Propagation with Belonging Coefficient and Edge Probability

   • Xinmeng Zhang, Yuefeng Li, Shengyi Jiang, Bailin Xie, Xia Li, Qiansheng Zhang et al.

   Pages 54-72

7. A Novel Approach for Relation Extraction with Few Labeled Data

   • Xiaobin Wang, Yu Hong, Jianmin Yao, Qiaoming Zhu, Guodong Zhou

   Pages 73-84

8. Segmenting and Characterizing Adopters of E-Books and Paper Books Based on Amazon Book Reviews

   • Lu Guan, Yafei Zhang, Jonathan Zhu

   Pages 85-97

9. Emotion Cause Extraction, A Challenging Task with Corpus Construction

   • Lin Gui, Ruifeng Xu, Qin Lu, Dongyin Wu, Yu Zhou

   Pages 98-109

10. Query Intent Detection Based on Clustering of Phrase Embedding

    • Jiahui Gu, Chong Feng, Xiong Gao, Yashen Wang, Heyan Huang

    Pages 110-122

11. Individual Friends Recommendation Based on Random Walk with Restart in Social Networks

    • Jibing Gong, Xiaoxia Gao, Yanqing Song, Hong Cheng, Jingjing Xu

    Pages 123-133

12. A Case Study on Active Learning for Event Extraction

    • Kai Wang, Yingying Qiu, Yu Hong, Yadong Chen, Jianming Yao, Qiaoming Zhu et al.

    Pages 134-142

13. Word Representation on Small Background Texts

    • Lishuang Li, Zhenchao Jiang, Yang Liu, Degen Huang

    Pages 143-150

14. Extracting Opinion Expression with Neural Attention

    • Jiachen Du, Lin Gui, Ruifeng Xu

    Pages 151-161

15. Topic Model Based Adaptation Data Selection for Domain-Specific Machine Translation

    • Liang Yao, Mengyi Liu, Yu Hong, Hao Liu, Jianmin Yao

    Pages 162-171

16. Early Detection of Promotion Campaigns in Community Question Answering

    • Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma

    Pages 172-185

17. Generating User-oriented Text Summarization Based on Social Networks Using Topic Models

    • Bo Xu, Hongfei Lin, Huihui Hao, Zhihao Yang, Jian Wang, Shaowu Zhang

    Pages 186-193

18. Discovering Region Features Based on User’s Comments

    • Huangliang Sun, Olaoluwa Esho, Junling Liu, Lingyu Pang

    Pages 194-206

19. Extraction of Expert Relations Integrated with Expert Topic and Associated Relationship Features

    • Jiaying Hou, Zhengtao Yu, Yu Qin, Xudong Hong

    Pages 207-219

20. Sina-Weibo Spammer Detection with GBDT

    • Yang Qiao, Huaping Zhang, Min Yu, Yu Zhang

    Pages 220-232

This book constitutes the thoroughly refereed proceedings of the 5th National Conference of Social Media Processing, SMP 2016, held in Nanchang, China, in October 2016.
The 24 revised full papers presented were carefully reviewed and selected from 109 submissions. The papers address issues such as: mining social media and applications; natural language processing; data mining; information retrieval; emergent social media processing problems.

• social networks
• prediction
• recommendation
• Convolutional Neural Network
• Community Question Answering
• community detection
• relation extraction
• emotion extraction
• query processing
• event extraction
• text summarization
• opinion extraction
• machine translation
• knowledge representation
• feature extraction
• social spammer detection

• Beijing Language and Culture University, Beijing, China

  Yuming Li

• Jiangxi Normal University, Nanchang, China

  Guoxiong Xiang, Mingwen Wang

• Dalian University of Technology, Dalian, China

  Hongfei Lin

Policies and ethics