Fake News Detection on Social Media: A Data Mining Perspective

7 August 2017

Huan Liu

Papers citing "Fake News Detection on Social Media: A Data Mining Perspective"

50 / 396 papers shown

Title
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features Gullal Singh Cheema Sherzod Hakimov Ralph Ewerth 15 26 0 21 Jul 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 38 184 0 15 Jul 2020
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media Alberto Barrón-Cedeño Tamer Elsayed Preslav Nakov Giovanni Da San Martino Maram Hasanain ... Nikolay Babulkov Bayan Hamdan Alex Nikolov Shaden Shaar Zien Sheikh Ali 22 108 0 15 Jul 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 22 102 0 15 Jul 2020
Graph Neural Networks with Continual Learning for Fake News Detection from Social Media Yi Han S. Karunasekera C. Leckie GNN 29 111 0 07 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset Xiao Guo H. Mirzaalian Ekraam Sabir Aysush Jaiswal Wael AbdAlmageed 14 33 0 05 Jul 2020
Automating Text Naturalness Evaluation of NLG Systems Erion cCano Ondrej Bojar 16 0 0 23 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 33 7 0 17 Jun 2020
ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun 30 4 0 11 Jun 2020
EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets Junhua Liu Trisha Singhal L. Blessing Kristin L. Wood Kwan Hui Lim 18 11 0 09 Jun 2020
Human or Machine: Automating Human Likeliness Evaluation of NLG Texts Erion Çano Ondrej Bojar 14 6 0 05 Jun 2020
Keystroke Biometrics in Response to Fake News Propagation in a Global Pandemic Aythami Morales A. Acien Julian Fierrez John V. Monaco Ruben Tolosana R. Vera-Rodríguez J. Ortega-Garcia 13 19 0 15 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 45 582 0 10 May 2020
Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition S. Abdali Neil Shah Evangelos E. Papalexakis 25 11 0 08 May 2020
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society Firoj Alam Shaden Shaar Fahim Dalvi Hassan Sajjad Alex Nikolov ... Tommaso Caselli Gijs Danoe Friso Stolk Britt Bruntink Preslav Nakov 41 156 0 30 Apr 2020
You are right. I am ALARMED -- But by Climate Change Counter Movement Shraey Bhatia Jey Han Lau Timothy Baldwin AI4CE 14 6 0 30 Apr 2020
DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification Lianwei Wu Y. Rao Yongqiang Zhao Hao Liang Ambreen Nazir 22 59 0 28 Apr 2020
Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media C. M. M. Kotteti Xishuang Dong Lijun Qian 6 23 0 26 Apr 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media Yi-Ju Lu Cheng-Te Li GNN 19 388 0 24 Apr 2020
BanFakeNews: A Dataset for Detecting Fake News in Bangla Md. Zobaer Hossain Md Ashraful Rahman Md. Saiful Islam Sudipta Kar 26 98 0 19 Apr 2020
Online Social Deception and Its Countermeasures for Trustworthy Cyberspace: A Survey Zhen Guo Jin-Hee Cho I. Chen Srijan Sengupta Michin Hong Tanushree Mitra 9 3 0 16 Apr 2020
Satirical News Detection with Semantic Feature Extraction and Game-theoretic Rough Sets Yue Zhou Yan Zhang Jingtao Yao 14 4 0 08 Apr 2020
Automatically Assessing Quality of Online Health Articles Fariha Afsana M. A. Kabir Naeemul Hassan M. Paul 20 13 0 07 Apr 2020
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News Kai Shu Guoqing Zheng Yichuan Li Subhabrata Mukherjee Ahmed Hassan Awadallah Scott W. Ruston Huan Liu 38 54 0 03 Apr 2020
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections Yi-An Lai Xuan Zhu Yi Zhang Mona T. Diab 16 21 0 19 Mar 2020
Benchmark Performance of Machine And Deep Learning Based Methodologies for Urdu Text Document Classification Muhammad Nabeel Asim M. Ghani Muhammad Ali Ibrahim Sheraz Ahmed Waqar Mahmood Andreas Dengel 9 18 0 03 Mar 2020
Cluster-Based Social Reinforcement Learning Mahak Goindani Jennifer Neville GNN OffRL 14 5 0 02 Mar 2020
The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools David Camacho Á. Panizo-Lledot Gema Bello Orgaz A. González-Pardo Min Zhang 21 236 0 21 Feb 2020
Fake News Detection with Different Models Sairamvinay Vijayaraghavan Ye Wang Zhiyuan Guo Johny Voong Wenda Xu A. Nasseri Jiaru Cai Linda Li Kevin Vuong Eshan Wadhwa 16 29 0 15 Feb 2020
A Distributed Path Query Engine for Temporal Property Graphs S. Ramesh Animesh Baranawal Yogesh L. Simmhan 9 11 0 09 Feb 2020
Fake News Detection by means of Uncertainty Weighted Causal Graphs E.C. Garrido-Merchán C. Puente Rafael Palacios GNN CML 17 2 0 04 Feb 2020
Two-path Deep Semi-supervised Learning for Timely Fake News Detection Xishuang Dong Uboho Victor Lijun Qian 14 51 0 31 Jan 2020
Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository Enyan Dai Yiwei Sun Suhang Wang 53 111 0 27 Jan 2020
CheckThat! at CLEF 2020: Enabling the Automatic Identification and Verification of Claims in Social Media Alberto Barrón-Cedeño Tamer Elsayed Preslav Nakov Giovanni Da San Martino Maram Hasanain Reem Suwaileh Fatima Haouari 14 59 0 21 Jan 2020
Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation Di You Nguyen Vo Kyumin Lee Qiang Liu HAI GNN KELM 20 22 0 07 Jan 2020
Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements Kai Shu Suhang Wang Dongwon Lee Huan Liu 13 79 0 02 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 51 775 0 01 Jan 2020
Weak Supervision for Fake News Detection via Reinforcement Learning Yaqing Wang Weifeng Yang Fenglong Ma Jin Xu Bin Zhong Qiang Deng Jing Gao OffRL 30 128 0 28 Dec 2019
Warning Signs in Communicating the Machine Learning Detection Results of Misinformation with Individuals Limeng Cui 11 0 0 27 Nov 2019
A Data Set of Internet Claims and Comparison of their Sentiments with Credibility Amey Parundekar Susan Elias A. Ashok 13 0 0 22 Nov 2019
Sieving Fake News From Genuine: A Synopsis Shahid Alam Abdulaziz Ravshanbekov GNN 14 6 0 19 Nov 2019
Rumor Detection on Social Media: Datasets, Methods and Opportunities Quanzhi Li Qiong Zhang Luo Si Yingchi Liu 16 52 0 17 Nov 2019
Credibility-based Fake News Detection Niraj Sitaula C. Mohan Jennifer Grygiel Xinyi Zhou R. Zafarani GNN 19 64 0 02 Nov 2019
Disinformation Detection: A review of linguistic feature selection and classification models in news veracity assessments Jill Tompkins 16 10 0 26 Oct 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 27 534 0 03 Oct 2019
Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues Or Levi Pedram Hosseini Mona T. Diab David A. Broniatowski 13 29 0 02 Oct 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 33 72 0 18 Sep 2019
Towards Automatic Detection of Misinformation in Online Medical Videos Rui Hou Verónica Pérez-Rosas S. Loeb Rada Mihalcea 6 65 0 04 Sep 2019
The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster R. Schuster Darsh J. Shah Regina Barzilay DeLMO 27 126 0 26 Aug 2019
Detecting Toxicity in News Articles: Application to Bulgarian Yoan Dinkov Ivan Koychev Preslav Nakov 27 13 0 26 Aug 2019