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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: | Natural Language Processing Assisted-Detection of Stress level using Machine Learning Algorithm |
| Authors Name: | Tamil Elakya.T , Dr.K.Manikandan |
| Unique Id: | IJSDR2312026 |
| Published In: | Volume 8 Issue 12, December-2023 |
| Abstract: | Stress is any unpleasant sensation or feeling that causes strain or pressure. It can influence the body, the psyche, and behavior. The purpose of this article is to find out if the person is stressed. In this paper, NLP has been used as a term to describe it. This helps to identify the subject that is related to the text and this model will helps to identify the emotions of the person. Stress can be analyzed using these emotions and In order to gain a more precise understanding of stress and to equip individuals with the necessary resources to improve their physical and psychological well-being, the Bernoulli Naïve Bayes algorithm is employed in this article. |
| Keywords: | NLP, Reddit dataset, Stress, Machine Learning Algorithm. |
| Cite Article: | "Natural Language Processing Assisted-Detection of Stress level using Machine Learning Algorithm ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 12, page no.200 - 202, December-2023, Available :http://www.ijsdr.org/papers/IJSDR2312026.pdf |
| Downloads: | 000338720 |
| Publication Details: | Published Paper ID: IJSDR2312026 Registration ID:209447 Published In: Volume 8 Issue 12, December-2023 DOI (Digital Object Identifier): Page No: 200 - 202 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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