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
Social Fraud Detection Review: Methods, Challenges and Analysis Saeedreza Shehnepoor R. Togneri Wei Liu Bennamoun AAML 22 2 0 10 Nov 2021
Dataset of Fake News Detection and Fact Verification: A Survey Taichi Murayama GNN 39 38 0 05 Nov 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 37 16 0 26 Oct 2021
No News is Good News: A Critique of the One Billion Word Benchmark Yanqing Liu G. Wang Jeffrey Hui Lei He 19 5 0 25 Oct 2021
Cybersecurity Misinformation Detection on Social Media: Case Studies on Phishing Reports and Zoom's Threats Mohit Singhal Nihal Kumarswamy Shreyasi Kinhekar Shirin Nilizadeh 28 12 0 23 Oct 2021
Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles Boshko Koloski Timen Stepisnik Perdih Marko Robnik-Šikonja Senja Pollak Blaž Škrlj 27 70 0 20 Oct 2021
Fake News Detection in Spanish Using Deep Learning Techniques Kevin Martínez-Gallego Andrés M. Álvarez-Ortiz Julián D. Arias-Londoño SyDa 39 13 0 13 Oct 2021
Calling to CNN-LSTM for Rumor Detection: A Deep Multi-channel Model for Message Veracity Classification in Microblogs Abderrazek Azri Cécile Favre Nouria Harbi Jérôme Darmont C. Noûs 33 11 0 11 Oct 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation Adaku Uchendu Zeyu Ma Thai Le Rui Zhang Dongwon Lee DeLMO 31 124 0 27 Sep 2021
Fake News Detection: Experiments and Approaches beyond Linguistic Features Shaily Bhatt Sakshi Kalra Naman Goenka Yashvardhan Sharma 53 16 0 27 Sep 2021
Rumour Detection via Zero-shot Cross-lingual Transfer Learning Lin Tian Xiuzhen Zhang Jey Han Lau 46 13 0 27 Sep 2021
A Study of Fake News Reading and Annotating in Social Media Context Jakub Simko Patrik Racsko M. Tomlein Martina Hanakova Robert Moro Maria Bielikova GNN 25 15 0 26 Sep 2021
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims Tamer Elsayed Preslav Nakov Alberto Barrón-Cedeño Maram Hasanain Reem Suwaileh Giovanni Da San Martino Preslav Nakov 63 109 0 25 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 191 95 0 23 Sep 2021
Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning Qiang Sheng Xueyao Zhang Juan Cao L. Zhong GNN 19 52 0 23 Sep 2021
Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection Shaden Shaar Firoj Alam Giovanni Da San Martino Alex Nikolov Wajdi Zaghouani Preslav Nakov Anna Feldman 35 44 0 23 Sep 2021
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News Preslav Nakov Giovanni Da San Martino Tamer Elsayed Alberto Barrón-Cedeño Rubén Míguez ... Gautam Kishore Shahi Julia Maria Struß Thomas Mandl Mucahid Kutlu Yavuz Selim Kartal 79 92 0 23 Sep 2021
A Second Pandemic? Analysis of Fake News About COVID-19 Vaccines in Qatar Preslav Nakov Firoj Alam Shaden Shaar Giovanni Da San Martino Yifan Zhang 47 24 0 22 Sep 2021
Fake or Credible? Towards Designing Services to Support Users' Credibility Assessment of News Content Enrico Bunde Niklas Kühl Christian Meske 14 1 0 21 Sep 2021
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 213 28 0 14 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 75 26 0 14 Sep 2021
Towards Fine-Grained Reasoning for Fake News Detection Yiqiao Jin Xiting Wang Ruichao Yang Yizhou Sun Wei Wang Hao Liao Xing Xie GNN 17 61 0 13 Sep 2021
Studying Fake News Spreading, Polarisation Dynamics, and Manipulation by Bots: a Tale of Networks and Language G. Ruffo Alfonso Semeraro Anastasia Giachanou Paolo Rosso 33 67 0 13 Sep 2021
FR-Detect: A Multi-Modal Framework for Early Fake News Detection on Social Media Using Publishers Features A. Jarrahi Leila Safari EgoV 24 0 0 10 Sep 2021
Table-based Fact Verification with Salience-aware Learning Fei Wang Kexuan Sun Jay Pujara Pedro A. Szekely Muhao Chen LMTD 41 21 0 09 Sep 2021
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic Wenjia Zhang Lin Gui Yulan He 33 32 0 04 Sep 2021
Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection Liesbeth Allein Marie-Francine Moens D. Perrotta 12 7 0 31 Aug 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng Giannis Karamanolakis Kai Shu Ahmed Hassan Awadallah SSL 21 1 0 28 Aug 2021
A Survey on Automated Fact-Checking Zhijiang Guo M. Schlichtkrull Andreas Vlachos 34 460 0 26 Aug 2021
Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims Ipek Baris Schlicht Erhan Sezerer Selma Tekir Oul Han Zeyd Boukhers 24 0 0 08 Aug 2021
Recurrent Graph Neural Networks for Rumor Detection in Online Forums Di Huang Jacob W. Bartel John Palowitch GNN 29 3 0 08 Aug 2021
Is it Fake? News Disinformation Detection on South African News Websites Harm de Wet Vukosi Marivate 14 3 0 06 Aug 2021
Automatic Detection of COVID-19 Vaccine Misinformation with Graph Link Prediction Maxwell Weinzierl S. Harabagiu 14 29 0 04 Aug 2021
Seeing and Believing: Evaluating the Trustworthiness of Twitter Users Tanveer Khan A. Michalas 17 9 0 16 Jul 2021
Misinformation Detection on YouTube Using Video Captions Raj Jagtap Abhinav Kumar Rahul Goel Shakshi Sharma Rajesh Sharma Clint P. George 25 21 0 02 Jul 2021
Multimodal Emergent Fake News Detection via Meta Neural Process Networks Yaqing Wang Fenglong Ma Haoyu Wang Kishlay Jha Jing Gao 27 60 0 22 Jun 2021
AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social Media Lanyu Shang Yang Zhang Yuheng Zha Yingxi Chen Christina Youn Dong Wang 30 25 0 21 Jun 2021
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies Vivek Srivastava M. Singh 25 5 0 15 Jun 2021
Mechanisms and Attributes of Echo Chambers in Social Media Bohan Jiang Mansooreh Karami Lu Cheng T. Black Huan Liu 14 15 0 09 Jun 2021
SOK: Fake News Outbreak 2021: Can We Stop the Viral Spread? Tanveer Khan A. Michalas Adnan Akhunzada GNN 18 16 0 22 May 2021
Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media Hema R. Karande Rahee Walambe Victor A. Benjamin K. Kotecha TS Raghu 16 34 0 21 May 2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao 24 36 0 19 May 2021
Towards Discovery and Attribution of Open-world GAN Generated Images Sharath Girish Saksham Suri Saketh Rambhatla Abhinav Shrivastava 58 67 0 10 May 2021
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset Mohamed Seghir Hadj Ameur H. Aliane 18 18 0 07 May 2021
User Preference-aware Fake News Detection Yingtong Dou Kai Shu Congyin Xia Philip S. Yu Lichao Sun 19 247 0 25 Apr 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images Dimitar Dimitrov Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino 23 104 0 25 Apr 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages M. Glenski Ellyn Ayton Robin Cosbey Dustin L. Arendt Svitlana Volkova 40 7 0 23 Apr 2021
Multimodal Fusion with BERT and Attention Mechanism for Fake News Detection Nguyen Manh Duc Tuan Pham Quang Nhat Minh 38 26 0 23 Apr 2021
Hidden Biases in Unreliable News Detection Datasets Xiang Zhou Heba Elfardy Christos Christodoulopoulos Thomas Butler Joey Tianyi Zhou 22 15 0 20 Apr 2021
The Role of Context in Detecting Previously Fact-Checked Claims Shaden Shaar Firoj Alam Giovanni Da San Martino Preslav Nakov 44 33 0 15 Apr 2021