TY - GEN
T1 - Covid-19 Impact on Mental Health
T2 - 6th International Conference on Contemporary Computing and Informatics, IC3I 2023
AU - Agarwal, Nihaarika
AU - Vijayalaxmi, null
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Artificial intelligence has been described as the new electricity. The belief is that it will profoundly influence many fields and education is one of them. There are various ways where AI in education can bring a revolution benefiting students, teachers, and other stakeholders. Sentiment analysis of a student is one of the feathers of AI which helps determine a student's mental state - which is an important aspect in measuring the student's wellness with increasing competition and pressure. Hence, it is tried to attempt to study the mental condition of students during this pandemic of covid -19 using this NLP (natural language processing) based technique of sentiment analysis. A high-level classification library of Python -NLTK is used for this purpose. The dataset is collected from the student community about their thoughts during these difficult times and analyzed and represented in various interactive visual and graphical formats on the web application built by employing the FLASK framework.
AB - Artificial intelligence has been described as the new electricity. The belief is that it will profoundly influence many fields and education is one of them. There are various ways where AI in education can bring a revolution benefiting students, teachers, and other stakeholders. Sentiment analysis of a student is one of the feathers of AI which helps determine a student's mental state - which is an important aspect in measuring the student's wellness with increasing competition and pressure. Hence, it is tried to attempt to study the mental condition of students during this pandemic of covid -19 using this NLP (natural language processing) based technique of sentiment analysis. A high-level classification library of Python -NLTK is used for this purpose. The dataset is collected from the student community about their thoughts during these difficult times and analyzed and represented in various interactive visual and graphical formats on the web application built by employing the FLASK framework.
UR - http://www.scopus.com/inward/record.url?scp=85185228335&partnerID=8YFLogxK
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U2 - 10.1109/IC3I59117.2023.10398068
DO - 10.1109/IC3I59117.2023.10398068
M3 - Conference contribution
AN - SCOPUS:85185228335
T3 - Proceedings of International Conference on Contemporary Computing and Informatics, IC3I 2023
SP - 850
EP - 855
BT - Proceedings of International Conference on Contemporary Computing and Informatics, IC3I 2023
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 14 September 2023 through 16 September 2023
ER -