With the increase in the aging population,the need for elderly care services has diversified,and smart elderly care has become an effective measure to cope with this increasing aging population.Based on the data from ...With the increase in the aging population,the need for elderly care services has diversified,and smart elderly care has become an effective measure to cope with this increasing aging population.Based on the data from the platform“Guan Hu Tong”of RQ Company in the community of Shaanxi Province in western China,this study mined the data of smart elderly care services through the recency,frequency and monetary value(RFM)model and the backpropagation(BP)neural network model,constructed the user profile of the elderly,and predicted users’practical demands.The following conclusions were drawn:The oldest users are important target users of smart elderly care service platforms;Elderly women living alone rely more on smart elderly care services;Meal delivery and health follow-up services are the most popular among elderly users.展开更多
以CNKI、维普和Web of science为数据来源,运用文献计量和知识图谱的方法对国内外智慧养老领域的研究现状及发展态势进行了分析,利用SATI、Cite Space、Ucinet、SPSS等软件,从论文的数量、期刊分布、核心作者、作者合作关系、研究机构...以CNKI、维普和Web of science为数据来源,运用文献计量和知识图谱的方法对国内外智慧养老领域的研究现状及发展态势进行了分析,利用SATI、Cite Space、Ucinet、SPSS等软件,从论文的数量、期刊分布、核心作者、作者合作关系、研究机构、关键词、主题内容等维度,结合文献计量经典定律进行了科学计量分析和可视化呈现。研究表明,国内智慧养老研究围绕物联网、养老方式和模式、养老体系建设以及城市建设等方面展开,其中物联网技术处于核心地位。物联网仍将是未来研究的热点领域,其衍生的相关产业和产品的研究也将得到广泛关注。国外智慧养老研究围绕智能家居的具体应用功能、无线传感网来展开,侧重于技术和应用功能研究,智慧养老的功能和应用仍将是未来研究的重点。展开更多
基金supported by Graduate Innovation Funds of Xi’an University of Finance and Economics(Nos.21YC037,22YCZ03)。
文摘With the increase in the aging population,the need for elderly care services has diversified,and smart elderly care has become an effective measure to cope with this increasing aging population.Based on the data from the platform“Guan Hu Tong”of RQ Company in the community of Shaanxi Province in western China,this study mined the data of smart elderly care services through the recency,frequency and monetary value(RFM)model and the backpropagation(BP)neural network model,constructed the user profile of the elderly,and predicted users’practical demands.The following conclusions were drawn:The oldest users are important target users of smart elderly care service platforms;Elderly women living alone rely more on smart elderly care services;Meal delivery and health follow-up services are the most popular among elderly users.
文摘以CNKI、维普和Web of science为数据来源,运用文献计量和知识图谱的方法对国内外智慧养老领域的研究现状及发展态势进行了分析,利用SATI、Cite Space、Ucinet、SPSS等软件,从论文的数量、期刊分布、核心作者、作者合作关系、研究机构、关键词、主题内容等维度,结合文献计量经典定律进行了科学计量分析和可视化呈现。研究表明,国内智慧养老研究围绕物联网、养老方式和模式、养老体系建设以及城市建设等方面展开,其中物联网技术处于核心地位。物联网仍将是未来研究的热点领域,其衍生的相关产业和产品的研究也将得到广泛关注。国外智慧养老研究围绕智能家居的具体应用功能、无线传感网来展开,侧重于技术和应用功能研究,智慧养老的功能和应用仍将是未来研究的重点。