Deep learning for misinformation detection on online social networks
A Survey and New Perspectives
Bibliographic Data
| ID | 4616692 |
|---|---|
| Authors | Md Rafiqul Islam (0000-0002-7766-5575, University of Technology Sydney), Shaowu Liu (0000-0001-6062-6580, University of Technology Sydney), Xianzhi Wang (0000-0002-3415-0483, University of Technology Sydney), Guandong Xu (0000-0003-4493-6663, University of Technology Sydney) |
| Year | 2020 |
| Volume | 10 |
| Issue | 1 |
| Pages | 82-82 |
| Publication date | 2020-12-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Social Network Analysis and Mining (JOURNAL) |
| Journal identifiers | ISSN: 1869-5450 • E-ISSN: 1869-5469 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s13278-020-00696-x |
| PMID | 33014173 |
| OpenAlex | W3089703818 |
| Language | EN |
| Citations received | 23 |
| References cited | 129 |
Computer security · Data science · Disinformation · Fake news · Internet privacy · Misinformation · Political science · Public relations · Rumor · Scalability · Social media · World Wide Web · Computer Science · Misinformation and Its Impacts · Network Security and Intrusion Detection · Spam and Phishing Detection
Fake News
Comparative Investigation of Ai-Driven Models for Misinformation Identification in Social Networks
A Literature Review on Detecting, Verifying, and Mitigating Online Misinformation
Integrating Social Explanations Into Explainable Artificial Intelligence (XAI) for Combating Misinformation
Spam community detection & influence minimization using NRIM algorithm
Discovering dynamic adverse behavior of policyholders in the life insurance industry
Fake news and risk management
Discovering tourist preference for electing destinations
Corporate fake news impacts
Information Poverty
A Survey on Automated Fact-Checking
Credibility of vaccine-related content on Twitter during Covid-19 pandemic
Vaccine hesitancy, misinformation in the era of Covid-19
Non-invasive real-time multimodal deception detection using machine learning and parallel computing techniques
Fake news, disinformation and misinformation in social media
A systematic literature review and existing challenges toward fake news detection models
Cuckoo search in threshold optimization for better event detection in social networks
Design and analysis of microblog-based summarization system
Misinformation’s missing human
Detecting misinformation through framing theory
Detection and moderation of detrimental content on social media platforms
A reliable sentiment analysis for classification of tweets in social networks
Social network analysis using deep learning
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]
DeepWalk
"Liar, Liar Pants on Fire"
Deep learning
Call Attention to Rumors
This Just In
Anomaly detection in online social networks
False information detection in online content and its role in decision making
Disinformation and misinformation through the internet
Inventing Conflicts of Interest
Deception detection
A survey of event detection techniques in online social networks
A survey on detecting spam accounts on Twitter network
| Unique citing works | 23 |
|---|---|
| Citations per year | 4,6 |
| Citation span | 2021 - 2026 (6) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 23 |