Fake News Detection Using Web app & Machine Learning
Abstract & Details
Research Area
Computer Engineering
Keywords
User-Authentication
NLP
Pre-processing
dataset Training.
Abstract
Social media acts as a double-edged sword ie. Its low cost as well as spread over the globe for consumption of news through social media. The rapid spread of misleading information in media outlets such as social media feeds, news blogs, and online newspapers have made it challenging to identify trustworthy news sources, thus increasing the need for tools able to provide insights into the authenticity of online content. This paper aims to present an insight into the characterization of the news story in the modern diaspora. Subsequently, we dive into fake news detection approaches that are based on the text-based analysis. The method for all kind of Fake news which is circulated over the Internet and obtaining the result in form of percentage accuracy is implemented.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Rohan Kamble | Sinhgad Institutes Of Technology, Lonavla. |
| 2 | Yash Khotele | Sinhgad Institutes Of Technology, Lonavla. |
| 3 | Diksha Kendre | Sinhgad Institutes Of Technology, Lonavla. |
| 4 | Piyush Mendhe | Sinhgad Institutes Of Technology, Lonavla. |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Kamble, Rohan, Khotele, Yash, Kendre, Diksha, & Mendhe, Piyush (2021). Fake News Detection Using Web app & Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 1547-1551.
MLA Style
Kamble, Rohan, et al. "Fake News Detection Using Web app & Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 1547-1551.
IEEE Style
Rohan Kamble, Yash Khotele, Diksha Kendre, and Piyush Mendhe, "Fake News Detection Using Web app & Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 1547-1551, 2021.
Vancouver Style
Kamble Rohan, Khotele Yash, Kendre Diksha, Mendhe Piyush. Fake News Detection Using Web app & Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):1547-1551.
Harvard Style
Kamble, Rohan, Khotele, Yash, Kendre, Diksha, & Mendhe, Piyush (2021) 'Fake News Detection Using Web app & Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 1547-1551.
Chicago Style
Kamble, Rohan, et al. "Fake News Detection Using Web app & Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 1547-1551.
Turabian Style
Kamble, Rohan, et al. "Fake News Detection Using Web app & Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 1547-1551.
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