Social Media Processing: 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015, Proceedings

Front Matter....Pages I-XIV
Personalized Microtopic Recommendation with Rich Information....Pages 1-14
PRISM: Profession Identification in Social Media with Personal Information and Community Structure....Pages 15-27
A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media....Pages 28-37
Personalized Hashtag Suggestion for Microblogs....Pages 38-50
Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Networks....Pages 51-62
Do Photos Help Express Our Feelings: Incorporating Multimodal Features into Microblog Sentiment Analysis....Pages 63-73
Nugget-Based First Story Detection in Twitter Stream....Pages 74-82
Dirichlet Process Mixture Model for Summarizing the Social Web....Pages 83-94
Approaches to Detect Micro-Blog User Interest Communities Through the Integration of Explicit User Relationship and Implicit Topic Relations....Pages 95-106
Supervised Link Prediction Using Random Walks....Pages 107-118
FCL: A New Network Words Extraction Approach Based on Statistical Language Knowledge....Pages 119-130
Systematic Comparison of Question Target Classification Taxonomies Towards Question Answering....Pages 131-143
Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification....Pages 144-155
A Novel Cross Modal Hashing Algorithm Based on Multi-modal Deep Learning....Pages 156-167
Predicting Who Will Retweet or Not in Microblogs Network....Pages 168-175
Predicting User Relationship from Scratch....Pages 176-183
Detecting Overlapping and Hierarchical Communities in Complex Network Based on Maximal Cliques....Pages 184-191
The Expert Ranking Method Based on Listwise with Associated Features....Pages 192-199
Generating Triples Based on Dependency Parsing for Contradiction Detection....Pages 200-208
Improving Conversational Spoken Language Machine Translation via Pronoun Recovery....Pages 209-216
Analyzing the Segmentation Granularity of RTB Advertising Markets: A Computational Experiment Approach....Pages 217-224
Combining Feature-Based and Instance-Based Transfer Learning Approaches for Cross-Domain Hedge Detection with Multiple Sources....Pages 225-232
A Music Recommendation Algorithm Based on Hybrid Collaborative Filtering Technique....Pages 233-240
Back Matter....Pages 241-242