Chatbot companion for elderly
The rapid growth of the aging population has underscored the need for innovative solutions to address challenges related to social isolation, mental health, and accessibility among the elderly. There are around 23% of elderly aged 60 and above reporting to experience loneliness in Singapore. The...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| التنسيق: | Final Year Project |
| اللغة: | English |
| منشور في: |
Nanyang Technological University
2025
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://hdl.handle.net/10356/184271 |
| الوسوم: |
إضافة وسم
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| المؤسسة: | Nanyang Technological University |
| اللغة: | English |
| الملخص: | The rapid growth of the aging population has underscored the need for innovative solutions to
address challenges related to social isolation, mental health, and accessibility among the elderly.
There are around 23% of elderly aged 60 and above reporting to experience loneliness in
Singapore.
Therefore, this project aims to explore the design and development of a chatbot companion for
elderly users, focusing on fostering companionship, promoting mental well-being, and providing
practical assistance. The chatbot integrates natural language processing (NLP) and advanced
machine learning techniques to deliver intuitive and empathetic interactions as well as initiating
conversations with the elderly.
Key features include daily reminders for medication and appointments, conversational
engagement on various topics, lottery result reporting, weather forecast, latest news and so on.
By utilising DeepSpeech, a speech-to-text engine and 01.AI’s Yi-1.5 Chat LLM, a chatbot that is
capable of providing companionship to the elderly will be developed. |
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