Social Media Processing

Table of Contents

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   Book Overview
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   Chapter 1 Locality-Sensitive Hashing for Finding Nearest Neighbors in Probability Distributions
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   Chapter 2 Supervised Hashing for Multi-labeled Data with Order-Preserving Feature
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   Chapter 3 Inferring User Profile Using Microblog Content and Friendship Network
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   Chapter 4 EEG: Knowledge Base for Event Evolutionary Principles and Patterns
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   Chapter 5 Prediction of Cascade Structure and Outbreaks Recurrence in Microblogs
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   Chapter 6 Exploring Effective Methods for On-line Societal Risk Classification and Feature Mining
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   Chapter 7 A Markov Chain Monte Carlo Approach for Source Detection in Networks
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   Chapter 8 Neural Chinese Word Segmentation as Sequence to Sequence Translation
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    Chapter 9 Attention-Based Memory Network for Sentence-Level Question Answering
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    Chapter 10 Entity Set Expansion on Social Media: A Study for Newly-Presented Entity Classes
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    Chapter 11 An Effective Approach of Sentence Compression Based on “Re-read” Mechanism and Bayesian Combination Model
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    Chapter 12 Terminology Translation Error Identification and Correction
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    Chapter 13 Opinion Target Understanding in Event-Level Sentiment Analysis
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    Chapter 14 Topic Enhanced Word Vectors for Documents Representation
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    Chapter 15 Social Annotation for Query Expansion Learning from Multiple Expansion Strategies
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    Chapter 16 Supervised Domain Adaptation for Sentiment Regression
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    Chapter 17 Dependency-Attention-Based LSTM for Target-Dependent Sentiment Analysis
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    Chapter 18 A Novel Fuzzy Logic Model for Multi-label Fine-Grained Emotion Retrieval
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    Chapter 19 Deep Transfer Learning for Social Media Cross-Domain Sentiment Classification
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    Chapter 20 Local Contexts Are Effective for Neural Aspect Extraction
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    Chapter 21 Context Enhanced Word Vectors for Sentiment Analysis
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    Chapter 22 Divergence or Convergence: Interaction Between News Media Frames and Public Frames in Online Discussion Forum in China
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    Chapter 23 A Unified Framework of Lightweight Local Community Detection for Different Node Similarity Measurement
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    Chapter 24 Estimating the Origin of Diffusion in Complex Networks with Limited Observations
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    Chapter 25 Exploring the Country Co-occurrence Network in the Twittersphere at an International Economic Event
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    Chapter 26 The 2016 US Presidential Election and Its Chinese Audience
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    Chapter 27 Understanding the Pulse of the Online Video Viewing Behavior on Smart TVs
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    Chapter 28 Hierarchical Community Detection Based on Multi Degrees of Distance Space and Submodularity Optimization