Home Page Icon
Home Page
Table of Contents for
Tools (1/2)
Close
Tools (1/2)
by Kai Shu, Huan Liu, Jiawei Han, Lise Ge
Detecting Fake News on Social Media
Acknowledgments
Introduction
Motivation
An Interdisciplinary View on Fake News
Fake News in Social Media Age
Characteristics of Social Media
Problem Definition
What News Content Tells
How Social Context Helps
Challenging Problems of Fake News Detection
What News Content Tells
Textual Features
Linguistic Features
Low-Rank Textual Features
Neural Textual Features
Visual Features
Visual Statistical Features
Visual Content Features
Neural Visual Features
Style Features
Deception Styles
Clickbaity Styles
News Quality Styles
Knowledge-Based Methods
Manual Fact-Checking
Automatic Fact-Checking
How Social Context Helps
User-Based Detection
User Feature Modeling
User Behavior Modeling
Post-Based Detection
Stance-Aggregated Modeling
Emotion-Enhanced Modeling
Credibility-Propagated Modeling
Network-Based Detection
Representative Network Types
Friendship Networking Modeling
Diffusion Network Temporal Modeling
Interaction Network Modeling
Propagation Network Deep-Geometric Modeling
Hierarchical Propagation Network Modeling (1/2)
Hierarchical Propagation Network Modeling (2/2)
Challenging Problems of Fake News Detection
Fake News Early Detection
A User-Response Generation Approach
An Event-Invariant Adversarial Approach
A Propagation-Path Modeling Approach
Weakly Supervised Fake News Detection
A Tensor Decomposition Semi-Supervised Approach
A Tensor Decomposition Unsupervised Approach
A Probabilistic Generative Unsupervised Approach
Explainable Fake News Detection
A Web Evidence-Aware Approach
A Social Context-Aware Approach (1/2)
A Social Context-Aware Approach (2/2)
Data Repository (1/2)
Data Repository (2/2)
Tools (1/2)
Tools (2/2)
Relevant Activities
Bibliography (1/4)
Bibliography (2/4)
Bibliography (3/4)
Bibliography (4/4)
Authors' Biographies
Blank Page (1/3)
Blank Page (2/3)
Blank Page (3/3)
Search in book...
Toggle Font Controls
Playlists
Add To
Create new playlist
Name your new playlist
Playlist description (optional)
Cancel
Create playlist
Sign In
Email address
Password
Forgot Password?
Create account
Login
or
Continue with Facebook
Continue with Google
Sign Up
Full Name
Email address
Confirm Email Address
Password
Login
Create account
or
Continue with Facebook
Continue with Google
Prev
Previous Chapter
Data Repository (2/2)
Next
Next Chapter
Tools (2/2)
Add Highlight
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click
here
login for view all page.
Day Mode
Cloud Mode
Night Mode
Reset