ISSN 2394-5125
 

Regular Article 


CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19

Nitika Goenka, Dhirendra Kumar Sharma.

Abstract
Due to the rising Coronavirus pandemic, large population is facing severe mental health
problems mainly depression and anxiety. CareBot, an automated psychoanalysis Chatbot can help at multiple
levels for dealing with this stress during Covid-19 tough times. This Chatbot is an application that will provide
online therapy and support to people experiencing emotional and mental distress by letting them chat to an AI
based mental health Chatbot. This Chatbot uses Deep Learning and Natural Language Processing to provide end
user interface to converse with, for analyzing and extracting user sentiments, examining the stress level and
finally providing recommendations according to different scales like Covid Panic Severity Scale, Covid
Depression and Anxiety Scale, Covid Economic Loss Scale, Covid Professional Loss Scale etc. This study
focuses on the detailed framework of Carebot describing multiple engines and finally the recommendations
counselled by the CareBo

Key words: Chatbot, Covid-19, NLU, Stress


 
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Pubmed Style

Nitika Goenka, Dhirendra Kumar Sharma. CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. JCR. 2020; 7(19): 6100-6108. doi:10.31838/jcr.07.19.706


Web Style

Nitika Goenka, Dhirendra Kumar Sharma. CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. http://www.jcreview.com/?mno=133738 [Access: September 14, 2020]. doi:10.31838/jcr.07.19.706


AMA (American Medical Association) Style

Nitika Goenka, Dhirendra Kumar Sharma. CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. JCR. 2020; 7(19): 6100-6108. doi:10.31838/jcr.07.19.706



Vancouver/ICMJE Style

Nitika Goenka, Dhirendra Kumar Sharma. CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. JCR. (2020), [cited September 14, 2020]; 7(19): 6100-6108. doi:10.31838/jcr.07.19.706



Harvard Style

Nitika Goenka, Dhirendra Kumar Sharma (2020) CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. JCR, 7 (19), 6100-6108. doi:10.31838/jcr.07.19.706



Turabian Style

Nitika Goenka, Dhirendra Kumar Sharma. 2020. CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. Journal of Critical Reviews, 7 (19), 6100-6108. doi:10.31838/jcr.07.19.706



Chicago Style

Nitika Goenka, Dhirendra Kumar Sharma. "CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19." Journal of Critical Reviews 7 (2020), 6100-6108. doi:10.31838/jcr.07.19.706



MLA (The Modern Language Association) Style

Nitika Goenka, Dhirendra Kumar Sharma. "CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19." Journal of Critical Reviews 7.19 (2020), 6100-6108. Print. doi:10.31838/jcr.07.19.706



APA (American Psychological Association) Style

Nitika Goenka, Dhirendra Kumar Sharma (2020) CAREBOT: A COGNITIVE BEHAVIOURAL THERAPY AGENT USING DEEP LEARNING FOR COVID-19. Journal of Critical Reviews, 7 (19), 6100-6108. doi:10.31838/jcr.07.19.706