Social Media Processing

Chapter 1 Learning Cost-Effective Social Embedding for Cascade Prediction

Chapter 2 Missing and Spurious Interactions in Heterogeneous Military Networks

Chapter 3 Predicting Best Answerers for New Questions: An Approach Leveraging Convolution Neural Networks in Community Question Answering

Chapter 4 Encoding Dependency Representation with Convolutional Neural Network for Target-Polarity Word Collocation Extraction

Chapter 5 Efficient Community Detection Based on Label Propagation with Belonging Coefficient and Edge Probability

Chapter 6 A Novel Approach for Relation Extraction with Few Labeled Data

Chapter 7 Segmenting and Characterizing Adopters of E-Books and Paper Books Based on Amazon Book Reviews

Chapter 8 Emotion Cause Extraction, A Challenging Task with Corpus Construction

Chapter 9 Query Intent Detection Based on Clustering of Phrase Embedding

Chapter 10 Individual Friends Recommendation Based on Random Walk with Restart in Social Networks

Chapter 11 A Case Study on Active Learning for Event Extraction

Chapter 12 Word Representation on Small Background Texts

Chapter 13 Extracting Opinion Expression with Neural Attention

Chapter 14 Topic Model Based Adaptation Data Selection for Domain-Specific Machine Translation

Chapter 15 Early Detection of Promotion Campaigns in Community Question Answering

Chapter 16 Generating User-oriented Text Summarization Based on Social Networks Using Topic Models

Chapter 17 Discovering Region Features Based on User’s Comments

Chapter 18 Extraction of Expert Relations Integrated with Expert Topic and Associated Relationship Features

Chapter 19 Sina-Weibo Spammer Detection with GBDT

Chapter 20 An Improved Top-N Recommendation for Collaborative Filtering

Chapter 21 Social Spammer Detection via Structural Properties in Ego Network

Chapter 22 News Events Elements Extraction Based on Undirected Graph

Chapter 23 An Unified One Class Collaborative Filtering Algorithm

Chapter 24 Knowledge Fragment Enrichment Using Domain Knowledge Base