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
Retweet-BERT: Political Leaning Detection Using Language Features and Information Diffusion on Social Networks Julie Jiang Xiang Ren Emilio Ferrara 20 22 0 18 Jul 2022
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights Anthony Sicilia Tristan D. Maidment Pat Healy Malihe Alikhani 14 3 0 15 Jul 2022
Representation Learning in Continuous-Time Dynamic Signed Networks Kartik Sharma Mohit Raghavendra Y. Lee M. Anandkumar Srijan Kumar 34 8 0 07 Jul 2022
Domain-Independent Deception: Definition, Taxonomy and the Linguistic Cues Debate Rakesh M. Verma Nachum Dershowitz Victor Zeng Xuting Liu 8 5 0 04 Jul 2022
Memory-Guided Multi-View Multi-Domain Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Qiong Nan Kai Shu Ming-hui Wu Jindong Wang Fuzhen Zhuang 39 74 0 26 Jun 2022
Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-modal Fake News Detection Jinyin Chen Chengyu Jia Haibin Zheng Ruoxi Chen Chenbo Fu AAML 24 10 0 17 Jun 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 29 45 0 12 Jun 2022
A Multi-Policy Framework for Deep Learning-Based Fake News Detection João Vitorino Tiago Dias Tiago Fonseca Nuno Oliveira Isabel Praça 13 0 0 01 Jun 2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning Gaurav Verma Rohit Mujumdar Zijie J. Wang M. D. Choudhury Srijan Kumar 31 14 0 19 May 2022
SEMI-FND: Stacked Ensemble Based Multimodal Inference For Faster Fake News Detection Prabhav Singh Ridam Srivastava K. Rana Vineet Kumar 38 39 0 17 May 2022
Detecting Rumours with Latency Guarantees using Massive Streaming Data Thanh Tam Nguyen T. T. Huynh Hongzhi Yin Matthias Weidlich Thanh Thi Nguyen Thai Son Mai Quoc Viet Hung Nguyen 41 15 0 13 May 2022
DISARM: Detecting the Victims Targeted by Harmful Memes Shivam Sharma Md. Shad Akhtar Preslav Nakov Tanmoy Chakraborty 24 29 0 11 May 2022
Fake News Detection with Heterogeneous Transformer Tianle Li Yushi Sun Shang-ling Hsu Yanjia Li Raymond Chi-Wing Wong 29 3 0 06 May 2022
Characterizing Multi-Domain False News and Underlying User Effects on Chinese Weibo Qiang Sheng Juan Cao H. Bernard Kai Shu Jintao Li Huan Liu 47 26 0 06 May 2022
The Limits of Word Level Differential Privacy Justus Mattern Benjamin Weggenmann Florian Kerschbaum 14 48 0 02 May 2022
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims Ivan Srba Branislav Pecher M. Tomlein Robert Moro Elena Stefancova Jakub Simko Maria Bielikova 35 18 0 26 Apr 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 27 7 0 25 Apr 2022
Taygete at SemEval-2022 Task 4: RoBERTa based models for detecting Patronising and Condescending Language Jayant Chhillar 44 0 0 22 Apr 2022
Generalizing to the Future: Mitigating Entity Bias in Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Shuokai Li Danding Wang Fuzhen Zhuang AI4CE 35 71 0 20 Apr 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 47 55 0 18 Apr 2022
How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image H. Choi Yejun Yoon Seunghyun Yoon Kunwoo Park 21 6 0 12 Apr 2022
Annotation-Scheme Reconstruction for "Fake News" and Japanese Fake News Dataset Taichi Murayama Shohei Hisada M. Uehara Shoko Wakamiya Eiji Aramaki 32 4 0 06 Apr 2022
Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities S. Abdali Sina shaham Bhaskar Krishnamachari 25 18 0 25 Mar 2022
Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization Ahmed Abouzeid Ole-Christoffer Granmo C. Webersik Morten Goodwin 26 5 0 23 Mar 2022
Are You Misinformed? A Study of Covid-Related Fake News in Bengali on Facebook Protik Bose Pranto Syed Zami-Ul-Haque Navid Protik Dey Gias Uddin Anindya Iqbal GNN 8 4 0 22 Mar 2022
Automatic Detection of Entity-Manipulated Text using Factual Knowledge Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 24 10 0 19 Mar 2022
Fake News Detection Using Majority Voting Technique D. Patil 21 3 0 18 Mar 2022
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media Hana Matatov Mor Naaman Ofra Amir 9 5 0 14 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 27 1 0 11 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 31 27 0 10 Mar 2022
DISCO: Comprehensive and Explainable Disinformation Detection Dongqi Fu Yikun Ban Hanghang Tong Ross Maciejewski Jingrui He 37 22 0 09 Mar 2022
RumorLens: Interactive Analysis and Validation of Suspected Rumors on Social Media Ran Wang Kehan Du Qianhe Chen Yifei Zhao Mojie Tang Hongxi Tao Shipan Wang Yiyao Li Yuanbo Wang 24 2 0 07 Mar 2022
Understanding Effects of Algorithmic vs. Community Label on Perceived Accuracy of Hyper-partisan Misinformation Chenyan Jia Alexander Boltz Angie Zhang Anqing Chen Min Kyung Lee 27 33 0 01 Mar 2022
GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection Mudit Dhawan Shakshi Sharma Aditya Kadam Rajesh Sharma Ponnurangam Kumaraguru GNN 27 35 0 25 Feb 2022
Domain Adaptive Fake News Detection via Reinforcement Learning Ahmadreza Mosallanezhad Mansooreh Karami Kai Shu M. Mancenido Huan Liu 18 71 0 16 Feb 2022
A Unified Training Process for Fake News Detection based on Fine-Tuned BERT Model Vijay Srinivas Tida Dr. Sonya Hsu Dr. Xiali Hei 23 1 0 03 Feb 2022
Remove, Reduce, Inform: What Actions do People Want Social Media Platforms to Take on Potentially Misleading Content? Shubham Atreja Libby Hemphill Paul Resnick 41 14 0 01 Feb 2022
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways Francesco Fabbri Yanhao Wang Francesco Bonchi Carlos Castillo M. Mathioudakis CML 14 21 0 01 Feb 2022
MDFEND: Multi-domain Fake News Detection Qiong Nan Juan Cao Yongchun Zhu Yanyan Wang Jintao Li MoE 21 148 0 04 Jan 2022
Multi-modal Attention Network for Stock Movements Prediction Shwai He Shihao Gu AIFin 11 6 0 27 Dec 2021
Insta-VAX: A Multimodal Benchmark for Anti-Vaccine and Misinformation Posts Detection on Social Media Mingyang Zhou Mahasweta Chakraborti Sijia Qian Zhou Yu Jingwen Zhang 23 1 0 15 Dec 2021
Science Factionalism: How Group Identity Language Affects Public Engagement with Misinformation and Debunking Narratives on a Popular Q&A Platform in China Kaiping Chen Yepeng Jin Anqi Shao AI4CE 11 16 0 15 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 27 3 0 13 Dec 2021
Automated Evidence Collection for Fake News Detection Mrinal Rawat Diptesh Kanojia 35 3 0 13 Dec 2021
A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation F. Alatawi Lu Cheng Anique Tahir Mansooreh Karami Bohan Jiang T. Black Huan Liu 10 27 0 09 Dec 2021
FNR: A Similarity and Transformer-Based Approach to Detect Multi-Modal Fake News in Social Media Faeze Ghorbanpour Maryam Ramezani M. A. Fazli Hamid R. Rabiee 11 18 0 02 Dec 2021
Outlier Detection using AI: A Survey Md. Nazmul Kabir Sikder Feras A. Batarseh 41 24 0 01 Dec 2021
Fake News Detection Tools and Methods -- A Review Sakshini Hangloo B. Arora EgoV 13 17 0 21 Nov 2021
WikiContradiction: Detecting Self-Contradiction Articles on Wikipedia Cheng-Mao Hsu Cheng-Te Li Diego Sáez-Trumper Yi-Zhan Hsu SSL 26 13 0 16 Nov 2021
Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection Jan Philip Wahle Nischal Ashok Kumar Terry Ruas Norman Meuschke Tirthankar Ghosal Bela Gipp 38 17 0 15 Nov 2021