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
Bridging Cognition and Emotion: Empathy-Driven Multimodal Misinformation Detection Zihan Wang Lu Yuan Zhengxuan Zhang Qing Zhao 33 0 0 24 Apr 2025
RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore Zhenkai Qin Guifang Yang Dongze Wu MoE 45 0 0 24 Apr 2025
TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval Prasanna Devadiga Arya Suneesh Pawan Kumar Rajpoot Bharatdeep Hazarika Aditya U Baliga 32 0 0 23 Apr 2025
Exploring Modality Disruption in Multimodal Fake News Detection Moyang Liu Kaiying Yan Yukun Liu Ruibo Fu Zhengqi Wen Xuefei Liu Chenxing Li 29 0 0 12 Apr 2025
Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention Moyang Liu Kaiying Yan Yukun Liu Ruibo Fu Zhengqi Wen Xuefei Liu Chenxing Li 41 0 0 12 Apr 2025
Video-Bench: Human-Aligned Video Generation Benchmark Hui Han Siyuan Li Jiaqi Chen Yiwen Yuan Yuling Wu ... You Li Jingyang Zhang Chi Zhang Li Li Yongxin Ni EGVM VGen 73 0 0 07 Apr 2025
A Survey of Social Cybersecurity: Techniques for Attack Detection, Evaluations, Challenges, and Future Prospects Aos Mulahuwaish Basheer Qolomany Kevin Gyorick Jacques Bou Abdo Mohammed Aledhari Junaid Qadir Kathleen Carley Ala I. Al-Fuqaha 28 0 0 06 Apr 2025
Is Less Really More? Fake News Detection with Limited Information Zhaoyang Cao John Nguyen Reza Zafarani 59 0 0 02 Apr 2025
A New Hybrid Intelligent Approach for Multimodal Detection of Suspected Disinformation on TikTok Jared D.T. Guerrero-Sosa Andres Montoro-Montarroso Francisco P. Romero Jesus Serrano-Guerrero Jose A. Olivas 51 0 0 09 Feb 2025
Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection Tianlin Zhang En Yu Yi Shao Shuai Li Sujuan Hou Jiande Sun 65 0 0 03 Feb 2025
Divergent Emotional Patterns in Disinformation on Social Media? An Analysis of Tweets and TikToks about the DANA in Valencia Iván Arcos Paolo Rosso Ramón Salaverría 57 0 0 28 Jan 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 53 0 0 19 Jan 2025
Fake Advertisements Detection Using Automated Multimodal Learning: A Case Study for Vietnamese Real Estate Data Duy Nguyen Trung Quoc Nguyen Cuong V Nguyen 45 0 0 18 Jan 2025
GETAE: Graph information Enhanced deep neural NeTwork ensemble ArchitecturE for fake news detection Ciprian-Octavian Truică Elena Simona Apostol Marius Marogel Adrian Paschke GNN 80 0 0 02 Dec 2024
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness Junghoon Kim Junmo Lee Yeonjun In Kanghoon Yoon Chanyoung Park 74 1 0 19 Nov 2024
Detection of Human and Machine-Authored Fake News in Urdu Muhammad Zain Ali Yuxia Wang Bernhard Pfahringer T. Smith DeLMO 47 1 0 25 Oct 2024
NexusIndex: Integrating Advanced Vector Indexing and Multi-Model Embeddings for Robust Fake News Detection Solmaz Seyed Monir Dongfang Zhao 45 0 0 23 Oct 2024
SceneGraMMi: Scene Graph-boosted Hybrid-fusion for Multi-Modal Misinformation Veracity Prediction Swarang Joshi Siddharth Mavani Joel Alex Arnav Negi Rahul Mishra Ponnurangam Kumaraguru 21 0 0 20 Oct 2024
Large Language Model-driven Multi-Agent Simulation for News Diffusion Under Different Network Structures Xinyi Li Yu Xu Yongfeng Zhang E. Malthouse LLMAG 52 3 0 16 Oct 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 37 0 0 16 Oct 2024
VERITAS-NLI : Validation and Extraction of Reliable Information Through Automated Scraping and Natural Language Inference Arjun Shah Hetansh Shah Vedica Bafna Charmi Khandor Sindhu Nair 29 0 0 12 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Divya J. Bajpai M. Hanawal 33 1 0 06 Oct 2024
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research Yida Mu Mali Jin Xingyi Song Nikolaos Aletras 33 0 0 04 Oct 2024
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI Mesay Gemeda Yigezu Melkamu Mersha Girma Yohannis Bade Jugal Kalita Olga Kolesnikova Alexander Gelbukh 56 1 0 03 Oct 2024
One Node Per User: Node-Level Federated Learning for Graph Neural Networks Zhidong Gao Yuanxiong Guo Yanmin Gong FedML 20 0 0 29 Sep 2024
MAPX: An explainable model-agnostic framework for the detection of false information on social media networks Sarah Condran Michael Bewong Selasi Kwashie Md Zahidul Islam Irfan Altas Joshua Condran 30 0 0 13 Sep 2024
CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks C. Damke Eyke Hüllermeier BDL 50 0 0 06 Sep 2024
Analysis of child development facts and myths using text mining techniques and classification models Mehedi Tajrian Azizur Rahman Muhammad Ashad Kabir Md Rafiqul Islam 30 0 0 23 Aug 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 28 2 0 19 Aug 2024
Detecting Misinformation in Multimedia Content through Cross-Modal Entity Consistency: A Dual Learning Approach Zhe Fu Kanlun Wang Wangjiaxuan Xin Lina Zhou Shi Chen Yaorong Ge Daniel Janies Dongsong Zhang 40 9 0 16 Aug 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip Torr Dawn Song Kai Shu KELM 50 12 0 29 Jul 2024
FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process Yuyan Bu Qiang Sheng Juan Cao Peng Qi Danding Wang Jintao Li DiffM 43 8 0 23 Jul 2024
Multimodal Misinformation Detection using Large Vision-Language Models Sahar Tahmasebi Eric Müller-Budack Ralph Ewerth 45 4 0 19 Jul 2024
Imbalanced Graph-Level Anomaly Detection via Counterfactual Augmentation and Feature Learning Zitong Wang Xuexiong Luo Enfeng Song Qiuqing Bai Fu Lin 59 0 0 13 Jul 2024
Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection Ye Liu Jiajun Zhu Kai Zhang Haoyu Tang Yanghai Zhang Xukai Liu Qi Liu Enhong Chen 63 0 0 12 Jul 2024
Exploring the Capability of ChatGPT to Reproduce Human Labels for Social Computing Tasks (Extended Version) Yiming Zhu Peixian Zhang Ehsan-ul Haq Pan Hui Gareth Tyson ALM AI4MH 47 0 0 08 Jul 2024
Reliability Criteria for News Websites Hendrik Heuer Elena L. Glassman 26 4 0 04 Jul 2024
POLygraph: Polish Fake News Dataset Daniel Dzienisiewicz Filip Graliñski Piotr Jabłoński Marek Kubis Paweł Skórzewski Piotr Wierzchoñ 42 0 0 01 Jul 2024
Catching Chameleons: Detecting Evolving Disinformation Generated using Large Language Models Bohan Jiang Chengshuai Zhao Zhen Tan Huan Liu 44 2 0 26 Jun 2024
Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph Wanqing Zhao Yuta Nakashima Haiyuan Chen N. Babaguchi 21 3 0 14 Jun 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments Zhenrui Yue Huimin Zeng Lanyu Shang Yifan Liu Yang Zhang Dong Wang RALM 48 2 0 14 Jun 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning Cheng Niu Yang Guan Yuanhao Wu Juno Zhu Juntong Song Randy Zhong Kaihua Zhu Siliang Xu Shizhe Diao Tong Zhang 49 4 0 12 Jun 2024
Linear Opinion Pooling for Uncertainty Quantification on Graphs C. Damke Eyke Hüllermeier 51 1 0 06 Jun 2024
Unlearning Climate Misinformation in Large Language Models Michael Fore Simranjit Singh Chaehong Lee Amritanshu Pandey Antonios Anastasopoulos Dimitrios Stamoulis MU 62 1 0 29 May 2024
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models Qiong Nan Qiang Sheng Juan Cao Beizhe Hu Danding Wang Jintao Li 48 8 0 26 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 42 2 0 15 May 2024
Exposing and Explaining Fake News On-the-Fly Francisco de Arriba-Pérez Silvia García-Méndez Fátima Leal Benedita Malheiro J. C. Burguillo 40 1 0 03 May 2024
A General Black-box Adversarial Attack on Graph-based Fake News Detectors Peican Zhu Zechen Pan Yang Liu Jiwei Tian Keke Tang Zhen Wang AAML 35 11 0 24 Apr 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes Shreenaga Chikoti Shrey Mehta Ashutosh Modi 31 1 0 06 Apr 2024
Knowledge Graph Representation for Political Information Sources Tinatin Osmonova Alexey Tikhonov Ivan P. Yamshchikov 48 0 0 04 Apr 2024