| 健康推荐系统研究进展与展望 |
| 修订日期：2023-11-06 点此下载全文 |
| 引用本文：王婧婷,董小兰,金天,等.健康推荐系统研究进展与展望[J].医学信息学杂志,2024,45(1):70-76 |
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| 基金项目:国家自然科学基金面上项目(项目编号:72374204)；国家自然科学基金青年科学基金项目(项目编号:71904195)；中国博士后科学基金第68批面上项目(项目编号:2020M681188)。 |
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| 中文摘要:目的/意义 探究健康推荐系统的研究进展,为医护人员构建健康推荐系统、助力智能化健康照护提供参考。方法/过程 采用文献调研法,总结常用推荐技术及健康推荐系统在健康照护领域的应用,探讨其研究现状和发展方向。结果/结论 该系统在健康服务推荐、饮食推荐、健康行为促进、疾病预后特征与健康风险预测、慢性病管理、心理健康促进和用药推荐相关领域有所应用,其研究有利于智能化健康照护发展。 |
| 中文关键词:健康推荐系统 推荐技术 知识图谱 用户画像 |
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| Research Progress and Future Prospect of Health Recommender System |
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| Abstract:Purpose/Significance To explore the research progress of health recommender system (HRS), so as to provide references for medical personnel to build HRS to help intelligent health care.Method/Process The application of common recommendation technology and HRS in the field of health care is summarized by literature research, and the research status and development direction of HRS is discussed.Result/Conclusion HRS has been applied in health service recommendation, diet recommendation, health behavior promotion, disease prognosis characteristics and health risk prediction, chronic disease management, mental health promotion and medication recommendation, and the related research is conducive to the development of intelligent health care. |
| keywords:health recommender system recommendation technique knowledge graph user portrait |
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