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Title: :  ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING
PaperId: :  14541
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14541
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mayuri ShindeAmrutvahini College Of Engineering Sangamner ,422608
Milindkumar VaidyaAmrutvahini College Of Engineering Sangamner ,422608

Abstract

Computer Engineering
Facebook and Twitter, Recommendation for Personalized Data, Recommendation Programs, User Profile.
A story that is made up with the intent to mislead or deceive the reader is referred to as fake news. Using machine Learning structures, we have proposed a solution to the challenge of detecting fake news. The dissemination of fake news has been accelerated as a result of a large number of cases of fake news. Individuals are clashing if not by far bad locators of false news because of its wide effects of the massive onsets of fake news. With all these, efforts were made to develop an automated framework for detecting false news. While these tools are being used to create a more complex full start to finish structure, we need to address more difficult cases where more reliable sources and developers are releasing fake news. Combine the information filtering mechanism with the user profiles learned from the existing collaborative filtering mechanism to create personalized news recommendations. The proposed study uses hybrid machine learning algorithms to provide online news recommendations. The system first works with Natural Language Processing (NLP) to extract and train module features. The system will suggest news based on the user's personal history and various datasets have been used to evaluate the performance of the system. The results prove that the system has more accuracy than other recommendation systems.

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IJARIIE Mayuri Shinde, and Milindkumar Vaidya. "ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 2349-2355
MLA Mayuri Shinde, and Milindkumar Vaidya. "ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 2349-2355.
APA Mayuri Shinde, & Milindkumar Vaidya. (2021). ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 2349-2355.
Chicago Mayuri Shinde, and Milindkumar Vaidya. "ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 2349-2355.
Oxford Mayuri Shinde, and Milindkumar Vaidya. 'ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 2349-2355. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ONLINE_NEWS_DETECTION_ON_SOCIAL_MEDIA_USING_MACHINE_LEARNING_ijariie14541.pdf (Accessed : ).
Harvard Mayuri Shinde, and Milindkumar Vaidya. (2021) 'ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 2349-2355IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ONLINE_NEWS_DETECTION_ON_SOCIAL_MEDIA_USING_MACHINE_LEARNING_ijariie14541.pdf (Accessed : )
IEEE Mayuri Shinde, and Milindkumar Vaidya, "ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 2349-2355, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/ONLINE_NEWS_DETECTION_ON_SOCIAL_MEDIA_USING_MACHINE_LEARNING_ijariie14541.pdf [Accessed : ].
Turabian Mayuri Shinde, and Milindkumar Vaidya. "ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Mayuri Shinde, and Milindkumar Vaidya. ONLINE NEWS DETECTION ON SOCIAL MEDIA USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 2349-2355. Available from: https://ijariie.com/AdminUploadPdf/ONLINE_NEWS_DETECTION_ON_SOCIAL_MEDIA_USING_MACHINE_LEARNING_ijariie14541.pdf
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