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Title: :  Detection of Fake News using Machine Learning Algorithm
PaperId: :  14923
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 4 2021
DUI:    16.0415/IJARIIE-14923
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Reet RaiDayanand Sagar Academy of technology and Management
Soumita Das Dayanand Sagar Academy of technology and Management
Shamanth J PDayanand Sagar Academy of technology and Management
Mhualika DharDayanand Sagar Academy of technology and Management
Shilpa MDayanand Sagar Academy of technology and Management

Abstract

Computer Engineering
Fake news detection, logistic regression, decision tree, random forest, naïve Bayes, NLP, Machine learning.
The sharing of information via the internet has been increasing over the years. The internet has been a source of easy information and is used more than traditional ways like newspapers or magazines. It is important to identify information from the internet as real or fake as misleading information could cause a lot of havoc in society. Fake information can be the cause of riots, chaos and can affect a large group of society. In this paper, we talk about the methodology used to detect false news using machine learning classifiers and natural language processing to authenticate whether the news is real or not. For the generation of feature vectors, we use the TF-IDF vectorizer. To detect the news as fake or real we’re comparing several classifying techniques to find out the best model that could be used to detect false news.

Citations

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IJARIIE Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. "Detection of Fake News using Machine Learning Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 4 2021 Page 549-553
MLA Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. "Detection of Fake News using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 7.4(2021) : 549-553.
APA Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, & Shilpa M. (2021). Detection of Fake News using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 7(4), 549-553.
Chicago Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. "Detection of Fake News using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 4 (2021) : 549-553.
Oxford Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. 'Detection of Fake News using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, 2021, p. 549-553. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Detection_of_Fake_News_using_Machine_Learning_Algorithm_ijariie14923.pdf (Accessed : 21 September 2023).
Harvard Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. (2021) 'Detection of Fake News using Machine Learning Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 7(4), pp. 549-553IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Detection_of_Fake_News_using_Machine_Learning_Algorithm_ijariie14923.pdf (Accessed : 21 September 2023)
IEEE Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M, "Detection of Fake News using Machine Learning Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, pp. 549-553, Jul-Aug 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Detection_of_Fake_News_using_Machine_Learning_Algorithm_ijariie14923.pdf [Accessed : 21 September 2023].
Turabian Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. "Detection of Fake News using Machine Learning Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 4 (21 September 2023).
Vancouver Reet Rai, Soumita Das , Shamanth J P, Mhualika Dhar, and Shilpa M. Detection of Fake News using Machine Learning Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 21 September 2023]; 7(4) : 549-553. Available from: https://ijariie.com/AdminUploadPdf/Detection_of_Fake_News_using_Machine_Learning_Algorithm_ijariie14923.pdf
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