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Enhancing Elderly Service: An Intelligent Senior Care System Integrated with ChatGPT and Recommendation Algorithms

Published: 01 August 2024 Publication History

Abstract

With the accelerated development of the aging society, to meet the market demand for diversified elderly services, we have developed an intelligent senior care applet to meet the daily needs of the elderly in all aspects. The system uses ChatGPT to implement AI intelligent human-computer interaction and intelligent Q&A when seniors encounter problems. Add a user-based collaborative filtering algorithm for ingredient recommendation to help the elderly purchase the necessary ingredients quickly. Real-time health data of the elderly is collected and uploaded to the OneNET platform for storage and analysis. Utilize Tencent Maps SDK to achieve real-time positioning, providing address information and keyword search prompts. Real-time communication between WeChat applet clients and servers is achieved through WebSocket technology, achieving an efficient and real-time chat experience. Use ChatGPT to implement AI intelligent human-computer interaction and intelligent Q&A when seniors encounter problems. The system uses advanced technology to create an intelligent elderly care system that serves the elderly in all aspects.

References

[1]
Bai, C., Lei, X., 2020, New trends in population aging and challenges for China's sustainable development., China Economic Journal, 3 - 23.
[2]
Zhu, L., Pang, T., 2022, Design and Implementation of Digital Information Platform for Home-based Elderly Care Services., 2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS), 817-820.
[3]
Wu, T., He, S., Liu, J., Sun, S., Liu, K., Han, Q., Tang, Y., 2023, A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development., IEEE/CAA Journal of Automatica Sinica, 1122-1136.
[4]
Wang, H., Shen, Z., Jiang, S., Sun, G., & Zhang, R., 2021, User-based Collaborative Filtering Algorithm Design and Implementation., Journal of Physics: Conference Series, 1757.
[5]
Ye, J., Chen, X., Xu, N., Zu, C., Shao, Z., Liu, S., Cui, Y., Zhou, Z., Gong, C., Shen, Y., Zhou, J., Chen, S., Gui, T., Zhang, Q., & Huang, X., 2023, A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models., ArXiv, abs/2303, 10420.
[6]
Huang, X., 2020, Research and Application of Node.js Core Technology., 2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI), 1-4.
[7]
Devaki, V., Lakshmanan, M.K., Jayanthi, T., 2023, On the Development of a Wearable Multi-Spectral Photoplethysmographic Device for Heart Rate Detection., 2023 3rd International conference on Artificial Intelligence and Signal Processing (AISP), 1-5.
[8]
Sadhukhan, P., Mazumder, S., Chowdhury, C., Paiva, S., Das, P.K., Dahal, K.P., Wang, X., 2023, IRT-SD-SLE: An Improved Real-Time Step Detection and Step Length Estimation Using Smartphone Accelerometer., IEEE Sensors Journal, 30858-30868.
[9]
Liu, X., Gao, M., Lin, H., Chen, Y., 2022, A design of a home-based human health monitoring device with OneNET cloud platform., 2022 14th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC), 136-140.
[10]
Liu, Y., Li, Y., Deng, G., Liu, Y., Wan, R., Wu, R., Ji, D., Xu, S., Bao, M., 2022, Morest: Model-based RESTful API Testing with Execution Feedback., 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE), 1406-1417.
[11]
Zhong, J., Li, Y., 2019, Design and implementation of intelligent guide system based on LBS., 2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW), 1-2.

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    ICCMT '24: Proceedings of the 2024 International Conference on Computer and Multimedia Technology
    May 2024
    618 pages
    ISBN:9798400718267
    DOI:10.1145/3675249
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Published: 01 August 2024

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