EmoRoBERTa-base: Enhancing Mental Well-being through Emotional Analysis and Personalized Recommendations

Emotional well-being refers to the ability to manage one’s emotions, cope with stress, and maintain a positive outlook. EmoRoBERTa-base is an innovative platform designed to enhance emotional well-being in the digital age. By employing advanced sentiment analysis techniques, EmoRoBERTa-base accurately interprets user input to provide deep insights into their emotional states. The platform features Dr. Zen, an AI chatbot that offers personalized support, practical advice, and empathetic listening to help users navigate their emotions. Additionally, EmoRoBERTa-base provides tailored recommendations for books, movies, music, and yoga/meditation practices, ensuring that users receive content that resonates with their current emotional needs. With guided yoga and meditation techniques, the platform empowers users to manage and overcome negative emotions, fostering resilience and inner peace. Overall, EmoRoBERTa-base serves as a digital sanctuary, promoting holistic emotional well-being and self-awareness.

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Publication Details

Published
2024-08-10
DOI
https://doi.org/10.1109/iccccm61016.2024.11039925
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
0.00
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article

EmoRoBERTa-base: Enhancing Mental Well-being through Emotional Analysis and Personalized Recommendations

Kshitij Sharma, Snehlata Snehlata, Ajay Kant Dubey, Pallavi Shukla et al.
Mental Health Research Topics
article

EmoRoBERTa-base: Enhancing Mental Well-being through Emotional Analysis and Personalized Recommendations

Kshitij Sharma, Snehlata Snehlata, Ajay Kant Dubey, Pallavi Shukla, Anurag Tiwari
article en

Abstract

Emotional well-being refers to the ability to manage one’s emotions, cope with stress, and maintain a positive outlook. EmoRoBERTa-base is an innovative platform designed to enhance emotional well-being in the digital age. By employing advanced sentiment analysis techniques, EmoRoBERTa-base accurately interprets user input to provide deep insights into their emotional states. The platform features Dr. Zen, an AI chatbot that offers personalized support, practical advice, and empathetic listening to help users navigate their emotions. Additionally, EmoRoBERTa-base provides tailored recommendations for books, movies, music, and yoga/meditation practices, ensuring that users receive content that resonates with their current emotional needs. With guided yoga and meditation techniques, the platform empowers users to manage and overcome negative emotions, fostering resilience and inner peace. Overall, EmoRoBERTa-base serves as a digital sanctuary, promoting holistic emotional well-being and self-awareness.

Openalex Percentile: Top 65%
Mental Health Research Topics
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EmoRoBERTa-base: Enhancing Mental Well-being through Emotional Analysis and Personalized Recommendations — Kshitij Sharma, Snehlata Snehlata, et al. · (2024) | TGRS Research Map | TGRS