最近收集总结了一些虚假新闻相关的文章,下面列出了共计38篇论文。因为特朗普选举事件,2016年之后相关的研究开始激增,这里的42篇是不完全统计。(主要www2018相关的论文太多(ˉ▽ˉ;)...)

Survey
Fake News: A Survey of Research, Detection Methods, and Opportunities WSDM 2019
Studying Fake News via Network Analysis:detection and mitigation 【book chapter 2019】

AAAI
DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks AAAI 2016
News Verification by Exploiting Conflicting Social Viewpoints in Microblogs AAAI 2016
Computational Solutions against Fake News:AI vs. DB Approaches【Tutorial】AAAI 2018
Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks AAAI 2018
Unsupervised Fake News Detection on Social Media: A Generative Approach AAAI 2019

ACL
“Liar,Liar Pants on Fire”:A New Benchmark Dataset for Fake News Detection ACL 2017
Detect Rumors in Microblog Post Using Propagation Structure via Kernel Learning ACL 2017
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter ACL 2017
A Stylometric Inquiry into Hyperpartisan and Fake News ACL 2018
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks. ACL 2018

CIKM
Detect Rumors Using Time Series of Social Context Information on Microblogging Websites CIKM 2015
Real-time Rumor Debunking on Twitter CIKM 2015
Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection. CIKM 2016
CSI: A Hybrid Deep Model for Fake News Detection CIKM 2017
Rumor Detection with Hierarchical Social Attention Network. CIKM 2018
Investigating Rumor News Using Agreement-Aware Search. CIKM 2018

COLING
A Retrospective Analysis of the Fake News Challenge Stance Detection Task COLING 2018
Attending Sentences to detect Satirical Fake News COLING 2018
Automatic Detection of Fake News COLING 2018
Multi-Source Multi-Class Fake News Detection COLING 2018

EMNLP
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking EMNLP 2017
Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content EMNLP 2018
DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning EMNLP 2018

IJCAI
Detecting Rumors from Microblogs with Recurrent Neural Networks IJCAI 2016
A Convolutional Approach for Misinformation Identification IJCAI 2017
Neural User Response Generator: Fake News Detection with Collective User Intelligence IJCAI 2018

KDD
Fake News Detection on Social Media: A Data Mining Perspective SIGKDD 2017
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. KDD 2018:

SDM
Gleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media. SDM 2017
Toward Relational Learning with Misinformation. SDM 2018

TKDE
CED:Credible Early Detection of Social Media Rumors TKDE 2018【submit】

WSDM
Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation WSDM 2018
Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate WSDM 2018
Beyond News Contents: The Role of Social Context for Fake News Detection WSDM 2019
Fake News: Fundamental Theories, Detection strategies and Challenges WSDM 2019

WWW
Detect Rumor and Stance Jointly by Neural Multi-task Learning WWW 2018
Fake News Detection in Social Networks via Crowd Signals WWW 2018
Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning www 2019


updated date: 2019.3.16