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.
Authors
- Kshitij Sharma (ORCID: https://orcid.org/0000-0003-3364-637X)
- Snehlata Snehlata
- Ajay Kant Dubey
- Pallavi Shukla
- Anurag Tiwari (ORCID: https://orcid.org/0000-0001-8490-7483)
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