Social media processing : 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015 : proceedings

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. 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