基于推荐算法的健康养老APP开发

Development of Health Care APP Based on Recommendation Algorithm

摘要: 人口老龄化的问题日益严重，在子女普遍处于快节奏的工作环境下，空巢老人的陪护问题亟待解决。结合近期热门的大数据、机器学习等技术，本文设计了一种基于推荐算法的健康养老APP。该APP基于Android终端设备，从健康养老需求出发，配合PyTorch工具库在移动端的应用，为老年用户量身定做了一套健康系统。核心模块包括了智能桌面、健康讲堂、健康监测、健康咨询、紧急呼叫等等。相较于目前现有的健康养老APP，该APP功能更加全面、解决方案更为精准有效，对于其他养老APP也有一定的借鉴意义。

Abstract: The problem of aging population is becoming increasingly serious. Under the fast-paced working environment where children are generally living, the problem of empty nest elderly care needs to be solved urgently. Combining the recent hot big data, machine learning and other technologies, this paper designs a health pension APP based on recommendation algorithm. This app is based on Android terminal equipment, and from the needs of health care for the elderly, with the application of PyTorch tool library in the mobile terminal, it has customized a health system for elderly users. Core modules include intelligent desktop, health lecture hall, health data monitoring and analysis, health consultation, emergency call, etc. Compared with the current health pension APP, this APP has more comprehensive functions and more accurate and effective solutions, which is also a reference for other pension APPs.