Various computational techniques, including long short-term memory (LSTM), hierarchical attention networks and natural language process (NLP), are utilized to design the fake news detection system with improved accuracy. Finally, in order to evaluate the effectiveness of the proposed method, we have ...
FakeNewsDetectionNKU_222Fall项目是一个Python语言编程项目,旨在开发三个分支的虚假新闻检测系统。首先,机器学习部分利用朴素贝叶斯、支持向量机等基本模型,通过对历史新闻数据的特征提取和学习,对新文本进行真假判断。其次,深度学习模块会采用卷积神经网络(CNN)或递归神经网络(RNN)等,对文本进行序列建模,以捕捉更复杂的...
Fake News Detection(虚假新闻检测)是在NLP(自然语言处理)领域相当热门的一个话题,无论是用传统Machine Learning 方法去分类true or false,还是用Deep learning 模型学习latent features 或是 language representations,都离不开对fake news本身的研究。 因此作为这个系列的第一篇文章,我先做了一个整体的框架表述。对于...
fake_news_detection 使用Kaggle数据集检测假新闻的简单模型 (0)踩踩(0) 所需:9积分 anurbs-0.13.0-cp36-cp36m-manylinux2010_x86_64.whl.zip 2025-01-27 06:05:10 积分:1 anurbs-0.15.0-cp36-cp36m-manylinux_2_12_x86_64.whl.zip
FakeNewsDetection Projeto que utiliza técnicas de Inteligência Artificial e PLN (Processamento de Linguagem Natural) para detectar notícias Falsas. Este projeto está em desenvolvimento para ser apresentado como o projeto final do curso de Engenharia de Computação (TCC) Foi utilizada a base ...
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks 基于持续增强社交上下文表示的图神经网络虚假新闻检测 论文作者:Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser 2022ACL 普渡大学 论文地址:https://aclanthology.org/2022.acl-long.97.pdf ...
【Fake News Detection on Social Media:A Data Mining Perspective】 【社交媒体上的假新闻检测:一个数据挖掘的视角】 本文是2017年发布在ACM SIGKDD上的一篇文章,谷歌学术中引用量为134。 假新闻检测应该是当前一个比较热门的应用领域,我在看这篇文章之前先搜索了一下目前是否有假新闻检测方面的应用,发现谷歌和微...
title={Fake News Detection on Social Media: A Data Mining Perspective}, author={Shu, Kai and Sliva, Amy and Wang, Suhang and Tang, Jiliang and Liu, Huan}, journal={ACM SIGKDD Explorations Newsletter}, volume={19}, number={1},
Sci-Hub | Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks. Proceedings of the 2020 International Conference on Multimedia Retrieval | 10.1145/3372278.3390713sci-hub.se//https://dl.acm.org/doi/abs/10.1145/3372278.3390713 ...
FakeNewsDetection.zip过期**邮递 上传171.23 KB 文件格式 zip bert-model classification depplearning machine-learning nlp NKU_2022Fall Python language programming project. 虚假新闻检测项目,分别使用机器学习、深度学习和bert方法完成任务 点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 ...