Fake News Detection using Machine LearningPraveen. NVijay. S | Auxilia Osvin Nancy.Prasanth. K
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 Using Machine Learning with Tutorial, Machine Learning Introduction, What is Machine Learning, Data Machine Learning, Machine Learning vs Artificial Intelligence etc.
MACHINE learningSUPPORT vector machinesONLINE social networksCLASSIFICATION algorithmsFEATURE extractionThis research aims to increase people's awareness of fake news on online social networks and help them determine the reliability of the information they consume. It investigates methods for detecting...
Analysis of fake news detection using machine learning technique - ScienceDirect Dasgupta, D. Sonagra, K. Raman, and I. Ghosh. Automated fake news detection using linguistic analy- sis and machine learning. In SBP-BRiMS, 2017... RSAP Envelope,MT A,SSSM B,... 被引量: 0发表: 2022年 ...
We have presented a Fake News Detection Tool (FNDT) using various Natural Language Processing and Machine Learning techniques. Our proposed tool is based on feature selection approaches: Bag of Words and TF-IDF. We have investigated and compared the performance of different classification algorithms ...
Full Stack Fake News Detection using machine learning with code and documents plus youtube video explanation machine-learning final university-project fake fake-news finalyearproject final-year-project college-project github-projects ml-project major-project python-project fake-news-classification fake-news...
Fake News Detection using Machine Learning Algorithm Recent works have focused on understandingand detection of fake news stories that are informationspread widely on social media. To accomplish this goal,the... RK Phalguna - 《International Journal of Computer Trends & Technology》 被引量: 0发表:...
Fake News Detection Using Machine Learning Approaches The fake news on social media and various other media is wide spreading and is a matter of serious concern due to its ability to cause a lot of social and national damage with destructive impacts. A lot of research is already focused on ...
However, fake news detection is challenging due to the use of political language and the high linguistic similarities between real and fake news. In addition, most news sentences are short, therefore finding valuable representative features that machine learning classifiers can use to disting...