INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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.
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"Detection of Impact of Covid-19 Pandemic on Emotional well being of people using Machine Learning Approach", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.b646-b651, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304187.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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