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Title: :  SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING
PaperId: :  14119
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-14119
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Puja Sunil ErandeSharadchandra Pawar College of Engineering
Monika Dhananjay RokadeSharadchandra Pawar College of Engineering

Abstract

Machine Learning
Content Modelling, Fake news detector, Fake news categorisation, Stance Detection, Machine learning, Social Media, Online fake news, twitter
Fake news are described with an intenation to misdirect or to delude the reader. We have presented a response for the task for fake news, individuls are clashing if not by large poor locators of fake news. For this reason new system is generated for fake news identification. The most approaches are used such as supervised machine learning. The result of this project determines the actual fake news detection for social networks using machine learning. Number of peoples having social media accounts such as facebook, whatsapp, twitter, etc. This social network is main source of news. Because of the wide effects of the huge fake news, individuals are clashing if not by large poor locators of fake news. For fake news idetification automatic system is generated.. The most preferred of such activities incorporate "blacklists" of sources and makers that are not dependable. While these sytems are utilised to make an increasingly dynamic complete start to finish arrangement, we need to talk with to progressively troublesome cases where progressively solid sources and creators release counterfeit news. As, the goal of this model was to make an apparatus for recognising the language plans that depict fake and certified news utilising AI, AI and regular language preparing strategies. The results of this system demonstrate the limit with regards to machine learning and AI to be significant. We have developed a new system that gets many no of natural signs of genuine and fake news & also an application that guides in the representation of the classification choice.

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IJARIIE Puja Sunil Erande, and Monika Dhananjay Rokade. "SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 75-81
MLA Puja Sunil Erande, and Monika Dhananjay Rokade. "SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 75-81.
APA Puja Sunil Erande, & Monika Dhananjay Rokade. (2021). SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 75-81.
Chicago Puja Sunil Erande, and Monika Dhananjay Rokade. "SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 75-81.
Oxford Puja Sunil Erande, and Monika Dhananjay Rokade. 'SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 75-81. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FAKE_NEWS_PREDICTION_USING_MACHINE_LEARNING_FOR_SOCIAL_MEDIA_DATASET_ijariie14119.pdf (Accessed : 06 May 2021).
Harvard Puja Sunil Erande, and Monika Dhananjay Rokade. (2021) 'SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 75-81IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FAKE_NEWS_PREDICTION_USING_MACHINE_LEARNING_FOR_SOCIAL_MEDIA_DATASET_ijariie14119.pdf (Accessed : 06 May 2021)
IEEE Puja Sunil Erande, and Monika Dhananjay Rokade, "SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 75-81, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/FAKE_NEWS_PREDICTION_USING_MACHINE_LEARNING_FOR_SOCIAL_MEDIA_DATASET_ijariie14119.pdf [Accessed : 06 May 2021].
Turabian Puja Sunil Erande, and Monika Dhananjay Rokade. "SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (06 May 2021).
Vancouver Puja Sunil Erande, and Monika Dhananjay Rokade. SMART SYSTEM FOR NEWS DETECTION USING MACHINE LEARNING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 06 May 2021]; 7(3) : 75-81. Available from: https://ijariie.com/AdminUploadPdf/FAKE_NEWS_PREDICTION_USING_MACHINE_LEARNING_FOR_SOCIAL_MEDIA_DATASET_ijariie14119.pdf
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