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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | FAKE NEWS DETECTION USING LOGISTICS REGRESSION |
| Authors Name: | Mrs.N.Logamithra , Ms.T.B.Sandhiya Devi , Ms.R.Swetha , Ms.J.Reena Roselin |
| Unique Id: | IJSDR2404165 |
| Published In: | Volume 9 Issue 4, April-2024 |
| Abstract: | The purpose of the project is to detect fake news information that are circulated on social media feed, news blogs and online newspaper.Focusing on the identification of fake content in the news articles. First we introduce a dataset for the task of fake news detection and outline our approach, which includes Logistic Regression and natural language processing techniques to classify fake news. Our methodology involves tokenization, stop word-removal, stemming and exploratory data analysis to enhance the quality of the dataset. And then data is splitting into training and testing method through logistics regression aim to classify news articles as either true or false based on linguistics patterns to evaluate the performance metrics. The implementation of logistic regression allows for rapid analysis and the potential for improved accuracy with extensive trained data to identifying fake news. |
| Keywords: | Keyword - Logistic Regression, Natural Language Processing (NLP), Text Classification, Machine Learning |
| Cite Article: | "FAKE NEWS DETECTION USING LOGISTICS REGRESSION", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 4, page no.1159 - 1162, April-2024, Available :http://www.ijsdr.org/papers/IJSDR2404165.pdf |
| Downloads: | 000338172 |
| Publication Details: | Published Paper ID: IJSDR2404165 Registration ID:210961 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: 1159 - 1162 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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