Subjects: Library Science，Information Science >> Philology submitted time 2024-04-14
Abstract： Objective/Significance To explore the related content and evolution trend of smart medical topics, for smart medical Provide reference for development. Method/Process Based on the three databases of Zhiwei, Wanfang and Weipu, the basic words were constructed The topic characteristics of smart medicine were analyzed by BERTopic model, and the linearity was established Regression model - to predict the number of publications over the next five years. Result/Conclusion Smart Medical will be published in the next five years The number holds an upward trend, and covers three directions of intelligence, digitalization and personalization. Research helps Hospitals Strengthen the intelligent construction of infrastructure equipment, improve relevant laws and regulations and supervision mechanisms, and strengthen the support of the state The promotion of digital equipment and the training of talents in this field will promote the rapid development of smart medical treatment.
Peer Review Status:
Awaiting Review
Subjects: Library Science，Information Science >> Utilization of Information submitted time 2024-04-14
Abstract： Objective/Significance In order to optimize the fine management and efficient utilization of information resources in online psychological community, the user’s information needs are deeply mined and the characteristic model of user’s information needs is constructed. Method/process Carried out content analysis and statistical research on the information asked by users in online psychological community in Chinese context from the topic dimension of information need cognition layer, constructed a topic model of users’ mental health information needs, and summarized the characteristics of users’ needs. Results/Conclusion The results showed that the subjects of users’ mental health information needs included five categories: second marriage, future planning, sister-in-law relationship, marital life, and history of mental illness. The main contribution of innovation/value research is that it breaks through the traditional paradigm of questionnaire survey in the process of mental health needs research, and proposes a new scheme based on text topic content mining; This paper aims to build a theoretical model of online psychological community, and provide improvement measures in the aspects of information interaction design and function enhancement to optimize the system structure of mental health community.
Peer Review Status:Awaiting Review
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