Social Media Processing

Chapter 1 Personalized Microtopic Recommendation with Rich Information

Chapter 2 PRISM: Profession Identification in Social Media with Personal Information and Community Structure

Chapter 3 A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media

Chapter 4 Personalized Hashtag Suggestion for Microblogs

Chapter 5 Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Networks

Chapter 6 Do Photos Help Express Our Feelings: Incorporating Multimodal Features into Microblog Sentiment Analysis

Chapter 7 Nugget-Based First Story Detection in Twitter Stream

Chapter 8 Dirichlet Process Mixture Model for Summarizing the Social Web

Chapter 9 Approaches to Detect Micro-Blog User Interest Communities Through the Integration of Explicit User Relationship and Implicit Topic Relations

Chapter 10 Supervised Link Prediction Using Random Walks

Chapter 11 FCL: A New Network Words Extraction Approach Based on Statistical Language Knowledge

Chapter 12 Systematic Comparison of Question Target Classification Taxonomies Towards Question Answering

Chapter 13 Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification

Chapter 14 A Novel Cross Modal Hashing Algorithm Based on Multi-modal Deep Learning

Chapter 15 Predicting Who Will Retweet or Not in Microblogs Network

Chapter 16 Predicting User Relationship from Scratch

Chapter 17 Detecting Overlapping and Hierarchical Communities in Complex Network Based on Maximal Cliques

Chapter 18 The Expert Ranking Method Based on Listwise with Associated Features

Chapter 19 Generating Triples Based on Dependency Parsing for Contradiction Detection

Chapter 20 Improving Conversational Spoken Language Machine Translation via Pronoun Recovery

Chapter 21 Analyzing the Segmentation Granularity of RTB Advertising Markets: A Computational Experiment Approach

Chapter 22 Combining Feature-Based and Instance-Based Transfer Learning Approaches for Cross-Domain Hedge Detection with Multiple Sources

Chapter 23 A Music Recommendation Algorithm Based on Hybrid Collaborative Filtering Technique