Social Media Processing: Third National Conference, SMP 2014, Beijing, China, November 1-2, 2014, Proceedings (Communications in Computer and Information Science, 489)

This book constitutes the thoroughly refereed papers of the Third National Conference of Social Media Processing, SMP 2014, held in Beijing, China, in November 2014. The 14 revised full papers and 9 short papers presented were carefully reviewed and selected from 101 submissions. The papers focus on the following topics: mining social media and applications; natural language processing; data mining; information retrieval; emergent social media processing problems. Front Matter....Pages - Inferring Correspondences from Multiple Sources for Microblog User Tags....Pages 1-12 Mining Intention-Related Products on Online Q&A Community....Pages 13-24 Tag Expansion Using Friendship Information: Services for Picking-a-crowd for Crowdsourcing....Pages 25-43 Predicting the Popularity of Messages on Micro-blog Services....Pages 44-54 Detecting Anomalies in Microblogging via Nonnegative Matrix Tri-Factorization....Pages 55-66 Expanding Native Training Data for Implicit Discourse Relation Classification....Pages 67-75 Microblog Sentiment Analysis with Emoticon Space Model....Pages 76-87 Predicting Health Care Risk with Big Data Drawn from Clinical Physiological Parameters....Pages 88-98 Gender Identification on Social Media....Pages 99-107 A Hybrid Method of Domain Lexicon Construction for Opinion Targets Extraction Using Syntax and Semantics....Pages 108-116 Online Social Network Profile Linkage Based on Cost-Sensitive Feature Acquisition....Pages 117-128 Information Diffusion and Influence Measurement Based on Interaction in Microblogging....Pages 129-140 Inferring Emotions from Social Images Leveraging Influence Analysis....Pages 141-154 Emotion Evolution under Entrainment in Social Media....Pages 155-163 Topic Related Opinion Integration for Users of Social Media....Pages 164-174 Relationship between Reviews Polarities, Helpfulness, Stars and Sales Rankings of Products: A Case Study in Books....Pages 175-186 Research on Webpage Similarity Computing Technology Based on Visual Blocks....Pages 187-197 Doctor Recommendation via Random Walk with Restart in Mobile Medical Social Networks....Pages 198-205 From Post to Values: Mining Schwartz Values of Individuals from Social Media....Pages 206-219 Personality Prediction Based on All Characters of User Social Media Information....Pages 220-230 Identifying Opinion Leaders from Online Comments....Pages 231-239 A Method of User Recommendation in Social Networks Based on Trust Relationship and Topic Similarity....Pages 240-251 Back Matter....Pages -