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
The Surprising Performance of Simple Baselines for Misinformation Detection Kellin Pelrine Jacob Danovitch Reihaneh Rabbany 30 63 0 14 Apr 2021
Representative Forgery Mining for Fake Face Detection Chengrui Wang Weihong Deng CVBM 34 181 0 14 Apr 2021
Towards Algorithmic Transparency: A Diversity Perspective Fausto Giunchiglia Jahna Otterbacher S. Kleanthous Khuyagbaatar Batsuren Veronika Bogina T. Kuflik Avital Shulner Tal MLAU FaML 11 4 0 12 Apr 2021
Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition Timo Lohrenz Zhengyang Li Tim Fingscheidt 23 2 0 31 Mar 2021
The Rise and Fall of Fake News sites: A Traffic Analysis Manolis Chalkiadakis Alexandros Kornilakis P. Papadopoulos E. Markatos N. Kourtellis GNN MLAU 22 14 0 16 Mar 2021
A Survey on Predicting the Factuality and the Bias of News Media Preslav Nakov Husrev Taha Sencar Jisun An Haewoon Kwak 19 26 0 16 Mar 2021
Automated Fact-Checking for Assisting Human Fact-Checkers Preslav Nakov David Corney Maram Hasanain Firoj Alam Tamer Elsayed Alberto Barrón-Cedeño Paolo Papotti Shaden Shaar Giovanni Da San Martino HILM HAI 47 229 0 13 Mar 2021
A Survey on Multimodal Disinformation Detection Firoj Alam S. Cresci Tanmoy Chakraborty Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov 25 98 0 13 Mar 2021
How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution Mingfei Guo Preslav Nakov Juntao Li Dongyan Zhao Rui Yan GNN 56 12 0 10 Mar 2021
Combat COVID-19 Infodemic Using Explainable Natural Language Processing Models Jackie Ayoub X. J. Yang Feng Zhou 47 125 0 01 Mar 2021
Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection William Scott Paka Rachit Bansal Abhay Kaushik Shubhashis Sengupta Tanmoy Chakraborty FedML GNN 29 115 0 17 Feb 2021
KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection S. Abdali Neil Shah Evangelos E. Papalexakis 24 2 0 15 Feb 2021
Identifying Misinformation from Website Screenshots S. Abdali Rutuja Gurav S. Menon Daniel Fonseca Negin Entezari Neil Shah Evangelos E. Papalexakis 49 12 0 15 Feb 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application Chuhan Wu Fangzhao Wu Yang Yu Tao Qi Yongfeng Huang Qi Liu VLM 19 44 0 09 Feb 2021
Detecting Fake News Using Machine Learning : A Systematic Literature Review Alim Al Ayub Ahmed Ayman Aljabouh Praveen Kumar Donepudi M. Choi 14 88 0 08 Feb 2021
TruthBot: An Automated Conversational Tool for Intent Learning, Curated Information Presenting, and Fake News Alerting Ankur Gupta Yash Varun Prarthana Das Nithya Muttineni Parth Srivastava Hamim Zafar Tanmoy Chakraborty Swaprava Nath 19 6 0 31 Jan 2021
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 14 12 0 31 Jan 2021
NLPBK at VLSP-2020 shared task: Compose transformer pretrained models for Reliable Intelligence Identification on Social network Thanh C. Nguyen V. Nguyen ViT 32 3 0 29 Jan 2021
Exploring Lightweight Interventions at Posting Time to Reduce the Sharing of Misinformation on Social Media Farnaz Jahanbakhsh Amy X. Zhang Adam J. Berinsky Gordon Pennycook David G. Rand David R Karger 14 90 0 28 Jan 2021
ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information Ipek Baris Zeyd Boukhers 37 9 0 14 Jan 2021
Coarse and Fine-Grained Hostility Detection in Hindi Posts using Fine Tuned Multilingual Embeddings Arkadipta De E Venkatesh Kaushal Kumar Maurya M. Desarkar 26 7 0 13 Jan 2021
Fake News Detection System using XLNet model with Topic Distributions: CONSTRAINT@AAAI2021 Shared Task Akansha Gautam Venktesh V Sarah Masud 10 32 0 12 Jan 2021
Evaluating Deep Learning Approaches for Covid19 Fake News Detection Apurva Wani Isha Joshi Snehal Khandve Vedangi Wagh Raviraj Joshi GNN 73 110 0 11 Jan 2021
News Image Steganography: A Novel Architecture Facilitates the Fake News Identification Jizhe Zhou Chi-Man Pun Yu Tong 18 1 0 03 Jan 2021
Advanced Machine Learning Techniques for Fake News (Online Disinformation) Detection: A Systematic Mapping Study M. Choraś K. Demestichas Agata Giełczyk Álvaro Herrero Pawel Ksieniewicz K. Remoundou Daniel Urda M. Woźniak 35 95 0 28 Dec 2020
g2tmn at Constraint@AAAI2021: Exploiting CT-BERT and Ensembling Learning for COVID-19 Fake News Detection Anna Glazkova Maksim Glazkov T. Trifonov 32 58 0 22 Dec 2020
Exploring Thematic Coherence in Fake News Martins Samuel Dogo P. Deepak Anna Jurek-Loughrey 19 5 0 16 Dec 2020
ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites Duc-Trong Le Xuan-Son Vu Nhu-Dung To Huu Nguyen Thuy-Trinh Nguyen ... A. Nguyen Minh-Duc Hoang Nghia T. Le Huyen Thi Minh Nguyen Hoang D. Nguyen 51 14 0 16 Dec 2020
Fact-Enhanced Synthetic News Generation Kai Shu Yichuan Li Kaize Ding Huan Liu 194 32 0 08 Dec 2020
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic Martin Müller M. Salathé 18 21 0 03 Dec 2020
People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation--A Comparison Between COVID and General Narratives on Twitter Mirela Silva Fabrício Ceschin P. Shrestha Christopher Brant Shlok Gilda Juliana Fernandes Catia S. Silva André Grégio Daniela Oliveira Luiz H. F. Giovanini 31 1 0 03 Dec 2020
Cross-Domain Learning for Classifying Propaganda in Online Contents Liqiang Wang Xiaoyu Shen Gerard de Melo Gerhard Weikum 25 10 0 13 Nov 2020
Detecting Social Media Manipulation in Low-Resource Languages Samar Haider Luca Luceri A. Deb Adam Badawy Nanyun Peng Emilio Ferrara 26 6 0 10 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 14 10 0 30 Oct 2020
"Are you home alone?" "Yes" Disclosing Security and Privacy Vulnerabilities in Alexa Skills Dan Su Jiqiang Liu Sencun Zhu Xiaoyang Wang Wei Wang ELM 39 17 0 21 Oct 2020
Local Perceptions and Practices of News Sharing and Fake News Gionnieve Lim S. Perrault 9 6 0 15 Oct 2020
No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection Debanjana Kar M. Bhardwaj Suranjana Samanta A. Azad 39 65 0 14 Oct 2020
Connecting the Dots Between Fact Verification and Fake News Detection Qifei Li Wangchunshu Zhou 14 28 0 11 Oct 2020
Designing Indicators to Combat Fake Media Imani N. Sherman Elissa M. Redmiles Jack W. Stokes 19 7 0 01 Oct 2020
AMUSED: An Annotation Framework of Multi-modal Social Media Data Gautam Kishore Shahi 51 39 0 01 Oct 2020
AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts Mohit Chandra Ashwin Pathak Eesha Dutta Paryul Jain Manish Gupta Manish Shrivastava Ponnurangam Kumaraguru 17 16 0 30 Sep 2020
Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus Inna Vogel Jeong-Eun Choi M. Meghana 17 0 0 28 Sep 2020
Time-Aware Evidence Ranking for Fact-Checking Liesbeth Allein Isabelle Augenstein Marie-Francine Moens HILM 24 17 0 10 Sep 2020
SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles Giovanni Da San Martino Alberto Barrón-Cedeño Henning Wachsmuth R. Petrov Preslav Nakov 28 222 0 06 Sep 2020
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation Van-Hoang Nguyen Kazunari Sugiyama Preslav Nakov Min-Yen Kan GNN FedML 12 283 0 18 Aug 2020
SGG: Spinbot, Grammarly and GloVe based Fake News Detection Akansha Gautam Koteswar Rao Jerripothula 24 22 0 16 Aug 2020
Can We Spot the "Fake News" Before It Was Even Written? Preslav Nakov HILM GNN HAI 22 16 0 10 Aug 2020
Weighted Accuracy Algorithmic Approach In Counteracting Fake News And Disinformation K. O. Bonsu 9 3 0 30 Jul 2020
Combating Misinformation in Bangladesh: Roles and Responsibilities as Perceived by Journalists, Fact-checkers, and Users M. Haque M. Yousuf Ahmed Shatil Alam Pratyasha Saha Syed Ishtiaque Ahmed Naeemul Hassan 7 47 0 25 Jul 2020
Explainable Rumor Detection using Inter and Intra-feature Attention Networks Mingxuan Chen Ning Wang K. P. Subbalakshmi 24 8 0 21 Jul 2020