Developing an Empathetic Interaction Model for Elderly in Pandemics
Abstract
This paper presents research on integrating artificial emotional intelligence in a social robot (Sugunan) and its effectiveness in engaging older adults. The empathic Sugunan utilises a multimodal emotion recognition algorithm and a multimodal emotion expression system, detecting user’s emotional state and generating an appropriate response through an effective dialogue manager. To facilitate interaction with Sugunan, an android app is used as an interface, utilising the mobile phone’s inbuilt camera and microphone for facial expression and speech sentiment detection. The captured data is processed in the cloud, enabling the model to be deployed remotely. The study aims to create an empathetic interaction model for senior citizens , particularly during pandemics like COVID-19 to prevent feelings of isolation
Keywords:
Deep Neural networks, ResNet, Artificial Intelligence, Sentiment Analysis, SAR
Published
Issue
Section
License
Copyright (c) 2023 International Journal on Emerging Research Areas
This work is licensed under a Creative Commons Attribution 4.0 International License.
All published work in this journal is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
How to Cite
Similar Articles
- Elisabeth Thomas, Arjun Saji, Aswin M S, Augustine Salas, Emil Viju, A Comprehensive Review of Advancing Cattle Monitoring and Behavior Classification using Deep Learning , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Mekha Jose, Avin Joshy, Abishek R Paleri, Athul Mohan, Ali Jasim R M, A Review on Contribution and Influence of Artificial Intelligence in Road Safety and Optimal Routing , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Asha Joseph, Deep Learning for Cyber Threat Detection , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Alan K George, Arpita Mary Mathew, Asin Mary Jacob, Elizabeth Antony, Shiney Thomas, Classification of Lung Cancer Subtypes Using Deep Learning Model , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Fabeela Ali Rawther, Abhinay A K, Anagha Tess B, Alan Joseph, Adham Saheer, Survey of Machine Learning and Deep Learning Approaches for Automated Hate Speech Detection and Sentiment Analysis in Multilingual Contexts , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Anishamol Abraham, Elbin Santhosh, Diliya Saji, Edwin Roy, Catherine Achu Punnoose, AI Revolutionizing Fashion: A Review of Algorithms and Applications , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Syam Gopi, Evelyn Susan Jacob, Joel John, Raynell Rajeev, Steve Alex, Survey on AI Malware Detection Methods and Cybersecurity Education , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Lis Jose , Achyuth P Murali, Christin Joseph Shaji, Christy Kunjumon Peter , Multiple Detection and Diagnosis of Skin Diseases using CNN , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Honey Thomas, Linna Benny, Saya Nezrin, Navya Neethi S, Niya Joseph, Smart Communication Software for the Hearing Impaired Using Artificial Intelligence , International Journal on Emerging Research Areas: Vol. 4 No. 2 (2024): IJERA
- Devika R Nilackal, Resmara S, Greeshma R, Griesh R, Joice P Abraham, Najma Najeeb, Shehanas K Salim, CARDAMOM PLANT DISEASE DETECTION USING ROBOT , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
You may also start an advanced similarity search for this article.