Impact on Human Mental Behavior after Pass through a Long Time Home Quarantine Using Machine Learning
International Journal of Education and Management Engineering
; 11(1):41, 2021.
Article
in English
| ProQuest Central | ID: covidwho-2302986
ABSTRACT
In the present situation, COVID-19 is a very common and dangerous issue in the whole world. Ensuring our healthy mental state is very essential at the period of COVID-19. But as a result of being in the home quarantine for a long time, people are going to notice a mental change such as stress, depression, mood swing. We proposed an RHMCD model which helps us to reach our required goal. This model contains machine learning algorithms. We examined our work with Naive Bayes classifiers, Support Vector Machine, and logistic regression. For gaining the report of mental conditions we used the sentiment analysis technique. For measuring the level of depression we also used a decision tree approach.
Full text:
Available
Collection:
Databases of international organizations
Database:
ProQuest Central
Type of study:
Experimental Studies
Language:
English
Journal:
International Journal of Education and Management Engineering
Year:
2021
Document Type:
Article
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