With the continuous deepening of population aging in China, talent education for elderly care services is confronted with a prominent imbalance between talent supply and demand, structural misalignment, homogenization of course content, and weak teaching effectiveness. With its powerful data processing, personalized services, and intelligent decision-making capabilities, artificial intelligence (AI) offers new opportunities for solving traditional training problems and promoting the reform and innovation of talent education. Based on clarifying the value of AI in empowering the education of elderly care service talents and its role positioning as an ``innovator, manager, and evaluator'', thi... More >

Objective: Through bibliometrics and knowledge graph visualization, this paper systematically analyzes the evolution and trends of traditional Chinese medicine (TCM) vocational education research. Methods: Literature was retrieved from CNKI, Wanfang, and VIP databases from inception to October 2025, using search terms including “traditional Chinese medicine,” “TCM theory,” “vocational education,” “vocational training,” and “skills education.” Visual analysis was performed using VOSviewer and the Bibliometrix R package. Results: Annual publications showed phased growth, peaking at 41 in 2022. Core author analysis identified Feng Xiao and Niu Yanhui as the most prolific aut... More >