Detection of Impact of Covid-19 Pandemic on Emotional well being of people using Machine Learning Approach

Registration ID: IJNRD_190135

Published ID: IJNRD2304187

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Deepali Joshi , Harshali Patil

Coronavirus disease 2019 is a global pandemic caused by the (SARS-CoV-2) Severe Acute Respiratory Syndrome. During the outbreak of an infectious disease, the population’s psychological reactions play a crucial role in affecting both the spread of the disease and the occurrence of emotional distress. It is recognized that there are number of techniques and tools which are used to detect the trauma caused by it. To assess whether the individual is affected or not, machine learning techniques are used. The course of action is based on texts. Among different techniques, it is analyzed that none of the technique is using the probability method to detect the impact of pandemic. In probability method, one can create a database, which is a collection of words related to emotions like happiness, sadness and anger etc., The probability would be set for all such words in the database and then it will be calculated by various techniques which shows the level of emotional well being of a person. This paper summarized the findings on the identification of emotional disorders, using emotion analysis methods and techniques. The author focused on research that identifies irregular activity patterns on social networks automatically. The studies selected used the classic off-the-shelf classifiers to evaluate the knowledge available for lexicon use.

Published Paper   E-Certificate

Deepali Joshi & Harshali Patil (April-2023). Detection of Impact of Covid-19 Pandemic on Emotional well being of people using Machine Learning Approach. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(4), b646-b651. https://ijnrd.org/papers/IJNRD2304187.pdf

Volume 8 Issue 4, April-2023

Pages : b646-b651

Paper Reg. ID: IJNRD_190135

Published Paper Id: IJNRD2304187

Downloads: 000121981

Research Area: Computer Engineering 

Country: Mumbai, Maharashtra , India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304187.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304187

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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