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"

46 / 396 papers shown

Title
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction S. Vasileva Pepa Atanasova Lluís Màrquez i Villodre Alberto Barrón-Cedeño Preslav Nakov 31 46 0 19 Aug 2019
The Myths of Our Time: Fake News Vít Ruzicka Eunsu Kang David Gordon Ankita Patel Jacqui Fashimpaur Manzil Zaheer 16 5 0 05 Aug 2019
Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection Sooji Han Jie Gao F. Ciravegna 6 22 0 16 Jul 2019
The Mass, Fake News, and Cognition Security Bin Guo Yasan Ding Yueheng Sun Shuai Ma Ke Li 32 24 0 09 Jul 2019
Danish Stance Classification and Rumour Resolution Anders Edelbo Lillie Emil Refsgaard Middelboe 13 2 0 02 Jul 2019
Fake News Detection using Stance Classification: A Survey Anders Edelbo Lillie Emil Refsgaard Middelboe 8 24 0 29 Jun 2019
Deep Two-path Semi-supervised Learning for Fake News Detection Xishuang Dong Uboho Victor Shanta Chowdhury Lijun Qian 24 26 0 10 Jun 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 17 519 0 10 Jun 2019
News Labeling as Early as Possible: Real or Fake? Maryam Ramezani Mina Rafiei Soroush Omranpour Hamid R. Rabiee 32 7 0 08 Jun 2019
A Benchmark Study of Machine Learning Models for Online Fake News Detection Junaed Younus Khan Md. Tawkat Islam Khondaker Sadia Afroz Gias Uddin Anindya Iqbal 25 75 0 12 May 2019
The Alt-Right and Global Information Warfare Emmi Bevensee A. Ross 21 12 0 07 May 2019
A Topic-Agnostic Approach for Identifying Fake News Pages Sonia Castelo Thais G. Almeida Anas Elghafari Aécio Santos Kien Pham E. Nakamura J. Freire 27 96 0 02 May 2019
Applications of Social Media in Hydroinformatics: A Survey Yufeng Yu Yuelong Zhu D. Wan Qun Zhao Kai Shu Huan Liu AI4CE 16 0 0 01 May 2019
Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors Trung Trinh Tho Quan Trung Mai BDL 22 2 0 01 May 2019
Fake News Early Detection: An Interdisciplinary Study Xinyi Zhou Atishay Jain V. Phoha R. Zafarani 22 206 0 26 Apr 2019
Rumour Detection via News Propagation Dynamics and User Representation Learning T. Do Xiao Luo Duc Minh Nguyen Nikos Deligiannis 14 13 0 18 Apr 2019
Fake News, Disinformation, and Deepfakes: Leveraging Distributed Ledger Technologies and Blockchain to Combat Digital Deception and Counterfeit Reality Paula Fraga-Lamas T. Fernández-Caramés 14 65 0 10 Apr 2019
Using Blockchain to Rein in The New Post-Truth World and Check The Spread of Fake News A. Qayyum Junaid Qadir M. Janjua Falak Sher 12 82 0 28 Mar 2019
Human-Misinformation interaction: Understanding the interdisciplinary approach needed to computationally combat false information Alireza Karduni 14 15 0 17 Mar 2019
SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators Panayiotis Smeros Carlos Castillo Karl Aberer 14 17 0 13 Mar 2019
Mining Dual Emotion for Fake News Detection Chuan Guo Juan Cao Xueyao Zhang Qiang Sheng Miao Yu Kai Shu 24 76 0 05 Mar 2019
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection Honghao Wei Xiaohan Kang Weina Wang Lei Ying 11 4 0 04 Mar 2019
TEEvil: Identity Lease via Trusted Execution Environments Ivan Puddu Daniele Lain Moritz Schneider Elizaveta Tretiakova Sinisa Matetic Srdjan Capkun FedML 13 5 0 01 Mar 2019
Fake News Detection on Social Media using Geometric Deep Learning Federico Monti Fabrizio Frasca D. Eynard Damon Mannion M. Bronstein GNN 19 453 0 10 Feb 2019
Identifying Fake News from Twitter Sharing Data: A Large-Scale Study Rakshit Agrawal Luca de Alfaro Gabriele Ballarin Stefano Moret M. D. Pierro E. Tacchini M. L. D. Vedova GNN 6 3 0 10 Feb 2019
A semi-supervised approach to message stance classification Georgios Giasemidis N. Kaplis Ioannis Agrafiotis Jason R. C. Nurse 19 40 0 29 Jan 2019
Implicit Dimension Identification in User-Generated Text with LSTM Networks Victor Makarenkov Ido Guy Niva Hazon Tamar Meisels Bracha Shapira Lior Rokach 6 14 0 26 Jan 2019
Combating Fake News: A Survey on Identification and Mitigation Techniques Karishma Sharma Feng Qian He Jiang Natali Ruchansky Ming Zhang Yan Liu 29 293 0 18 Jan 2019
Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems Victor Makarenkov Lior Rokach Bracha Shapira 24 35 0 08 Jan 2019
Stance Classification for Rumour Analysis in Twitter: Exploiting Affective Information and Conversation Structure Endang Wahyu Pamungkas Valerio Basile V. Patti 17 32 0 07 Jan 2019
A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities Xinyi Zhou R. Zafarani 14 280 0 02 Dec 2018
A Survey on Natural Language Processing for Fake News Detection Ray Oshikawa Jing Qian William Yang Wang GNN 6 305 0 02 Nov 2018
Suspicious News Detection Using Micro Blog Text Tsubasa Tagami Hiroki Ouchi Hiroki Asano Kazuaki Hanawa Kaori Uchiyama ... Atsushi Komiya Atsuo Fujimura H. Yanai Ryo Yamashita Akinori Machino 21 5 0 27 Oct 2018
Predicting Factuality of Reporting and Bias of News Media Sources R. Baly Georgi Karadzhov D. Alexandrov James R. Glass Preslav Nakov 26 233 0 02 Oct 2018
Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection Lev Konstantinovskiy Oliver Price Mevan Babakar A. Zubiaga HILM 22 128 0 21 Sep 2018
Vulnerable to Misinformation? Verifi! Alireza Karduni Isaac Cho Ryan Wesslen Sashank Santhanam Svitlana Volkova Dustin L. Arendt Samira Shaikh Wenwen Dou 23 31 0 25 Jul 2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task Andreas Hanselowski S. AvineshP.V. Benjamin Schiller Felix Caspelherr Debanjan Chaudhuri Christian M. Meyer Iryna Gurevych 14 237 0 13 Jun 2018
All-in-one: Multi-task Learning for Rumour Verification E. Kochkina Maria Liakata A. Zubiaga 12 224 0 10 Jun 2018
Anchored in a Data Storm: How Anchoring Bias Can Affect User Strategy, Confidence, and Decisions in Visual Analytics Ryan Wesslen Sashank Santhanam Alireza Karduni Isaac Cho Samira Shaikh Wenwen Dou 14 3 0 07 Jun 2018
FAKEDETECTOR: Effective Fake News Detection with Deep Diffusive Neural Network Jiawei Zhang Limeng Cui Fisher B. Gouza GNN 9 92 0 22 May 2018
Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings Gisel Bastidas Guacho S. Abdali Neil Shah Evangelos E. Papalexakis 14 89 0 24 Apr 2018
False Information on Web and Social Media: A Survey Srijan Kumar Neil Shah 145 347 0 23 Apr 2018
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization Bernhard Kratzwald Stefan Feuerriegel 36 236 0 19 Apr 2018
Mining Social Media for Newsgathering: A Review A. Zubiaga 11 6 0 10 Apr 2018
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation Miles Brundage S. Avin Jack Clark H. Toner P. Eckersley ... Owain Evans Michael Page Joanna J. Bryson Roman V. Yampolskiy Dario Amodei 42 694 0 20 Feb 2018
Early Detection of Social Media Hoaxes at Scale A. Zubiaga Aiqi Jiang 26 7 0 22 Jan 2018