Interaction Design Based on Big Data Community Home Care Service Demand Levels

Abstract

Most of the contemporary models for meeting the majority of the needs of middle-aged and elderly people are community-based, in-home care. Therefore, this paper designs an Interaction model that can meet the need for a rich spiritual and cultural life of the elderly at home. First, the questionnaire content of the Chinese Longitudinal Healthy Longevity Survey (CLHLS) sampling method was designed based on the content of community-based home care services. Then, using the CLHLS sampling method, the survey results of the home care group were collected to form a community of big data consisting of four types of home care service needs. Finally, the Interaction book model was designed based on the hierarchy of service needs obtained from Abraham Maslow’s hierarchy of needs classification method. The experimental results showed that the mean values of the target population’s ratings for the presentation and interface aesthetics of the Interaction mode were 4.34 and 4.19, respectively, the mean value for improving the learning effectiveness of the home-bound population was 4.57, and the mean value for their overall satisfaction was 4.31. It proves that the Interaction model is ideal for practice and can meet the learning needs of the elderly, at-home population from different service demand levels, thus solving the problem of education for the elderly.

Artificial intelligence-based intelligent elderly care system

“…According to the analysis of dynamic data, corresponding reminders or warnings can be made in a timely manner. For example, abnormal behaviors such as the elderly falling down and using VR for too long can be notified to the guardian through short messages, and the health status of the elderly can be predicted based on the visualized big data [8] ,9,10].…”

“…The speech synthesis function module, as the output part of the speech interaction model, uses advanced prosody analysis and synthesis algorithms to convert text sequences into sound waveforms. Subsequently, the electrical signal is converted into a sound signal through a voice playback device such as a loudspeaker to realize voice playback [7,8,9] .…”

“…This part is to transform the virtual environment into a real space that users can perceive and experience through I/O interfaces and devices. The dotted box at the bottom shows the process of "integration of virtual and real" [10,11,12].…”

The Development Strategy of Dual-Channel Supply Chain of Smart Elderly Care Service from the Perspective of Time Perception

“…Te specifc manifestations are the construction of elderly care service platforms and elderly care service institutions has weak basic functions, narrow coverage, and single intelligent service content, which do not fully play the "wisdom" effciency [4]; the physical heterogeneity of the elderly is enhanced; and the characteristics of personalized, diferentiated, and sporadic needs are revealed. However, the elderly care services are still mainly to meet the basic life care needs, but the spiritual needs such as humanistic care are not valued [5]. Limited by multiple factors such as service scope, technology application, ability, and level, elderly service providers are difcult to provide accurate and efcient elderly care services to the elderly [6].…”