Social Media Processing

1. Front Matter

   Pages I-XIV

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2. Personalized Microtopic Recommendation with Rich Information

   • Yang Li, Jing Jiang, Ting Liu, Xiaofei Sun

   Pages 1-14

3. PRISM: Profession Identification in Social Media with Personal Information and Community Structure

   • Cunchao Tu, Zhiyuan Liu, Maosong Sun

   Pages 15-27

4. A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media

   • Junwen Duan, Xiao Ding, Ting Liu

   Pages 28-37

5. Personalized Hashtag Suggestion for Microblogs

   • Juan Xu, Qi Zhang, Xuanjing Huang

   Pages 38-50

6. Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Networks

   • Xiao Sun, Jiaqi Ye, Fuji Ren

   Pages 51-62

7. Do Photos Help Express Our Feelings: Incorporating Multimodal Features into Microblog Sentiment Analysis

   • Tianyi Liu, Fei Jiang, Yiqun Liu, Min Zhang, Shaoping Ma

   Pages 63-73

8. Nugget-Based First Story Detection in Twitter Stream

   • Yongqin Qiu, Sixu Li, Rui Li, Lihong Wang, Bin Wang

   Pages 74-82

9. Dirichlet Process Mixture Model for Summarizing the Social Web

   • Xinjun Guan, Ying Yang, Xinru Yang, Chen Lin

   Pages 83-94

10. Approaches to Detect Micro-Blog User Interest Communities Through the Integration of Explicit User Relationship and Implicit Topic Relations

    • Yu Qin, Zhengtao Yu, Yanbing Wang, Shengxiang Gao, Linbin Shi

    Pages 95-106

11. Supervised Link Prediction Using Random Walks

    • Yuechang Liu, Hanghang Tong, Lei Xie, Yong Tang

    Pages 107-118

12. FCL: A New Network Words Extraction Approach Based on Statistical Language Knowledge

    • Lili Mei, Heyan Huang, Xiaochi Wei, Peng Yuan, Xian-Ling Mao

    Pages 119-130

13. Systematic Comparison of Question Target Classification Taxonomies Towards Question Answering

    • Tianyong Hao, Wenxiu Xie, Chun Chen, Yuming Shen

    Pages 131-143

14. Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification

    • Yuhui Cao, Ruifeng Xu, Tao Chen

    Pages 144-155

15. A Novel Cross Modal Hashing Algorithm Based on Multi-modal Deep Learning

    • Wen Qu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu

    Pages 156-167

16. Predicting Who Will Retweet or Not in Microblogs Network

    • Jun Zhou, Zhen Zhang, Bing Wang, Yan Zhang, Yonghong Yan

    Pages 168-175

17. Predicting User Relationship from Scratch

    • Xiaoxia Liu, Hongfei Lin, Zhihao Yang

    Pages 176-183

18. Detecting Overlapping and Hierarchical Communities in Complex Network Based on Maximal Cliques

    • Zhenhua Huang, Zhenyu Wang, Zhiwei Zhang

    Pages 184-191

19. The Expert Ranking Method Based on Listwise with Associated Features

    • Sichao Wei, Zhengtao Yu, Fangqiong Chen, Cunli Mao, Jianyi Guo

    Pages 192-199

20. Generating Triples Based on Dependency Parsing for Contradiction Detection

    • Luyang Li, Bing Qin, Ting Liu

    Pages 200-208

This book constitutes the thoroughly refereed papers of the 4th National Conference of Social Media Processing, SMP 2015, held in Guangzhou, China, in November 2015.
The 14 revised full papers and 9 short papers presented were carefully reviewed and selected from 105 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 media processing
• Social media analysis
• Social media mining
• Opinion mining and sentiment analysis
• Social recommendation
• Natural language processing
• Data mining
• Information retrieval

• South China University of Technology, Guangzhou, China

  Xichun Zhang, Zhenyu Wang

• Tsinghua University, Beijing, China

  Maosong Sun

• Fudan University, Shanghai, China

  Xuanjing Huang

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