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ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 11
November-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

7.95 impact factor calculated by Google scholar

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Published Paper ID:
JETIR2111073


Registration ID:
316698

Page Number

a564-a569

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Title

Fake News Detection

Abstract

Abstract — This paper discusses the use of natural language processing techniques to identify 'false stories', that is, misleading stories from unreliable or authoritative sources. Using data obtained from Signal Media and a list of sources from OpenSources.co, using bi-grams term frequency-inverse document frequency (TF-IDF) and free language grammar (PCFG) access to a total of approximately -11,000. . We test our database on multi-phase algorithms Vector Support Machines, Stochastic Gradient Decreases, Gradient Enlargement, Determined Decision Trees, and Random Forests. We found that the TF-IDF bi-grams included in the Stochastic Gradient Descent model identify unreliable sources with 77.2% accuracy, and PCFGs have little effect on memory.

Key Words

ML, fake, prediction, detection, spam

Cite This Article

"Fake News Detection ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 11, page no.a564-a569, November-2021, Available :http://www.jetir.org/papers/JETIR2111073.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Fake News Detection ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 11, page no. ppa564-a569, November-2021, Available at : http://www.jetir.org/papers/JETIR2111073.pdf

Publication Details

Published Paper ID: JETIR2111073
Registration ID: 316698
Published In: Volume 8 | Issue 11 | Year November-2021
DOI (Digital Object Identifier): http://doi.one/10.1729/Journal.28521
Page No: a564-a569
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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