以CNKI数据库为数据来源，以“图书馆”与“推荐”为组合主题进行检索，使用CiteSpace软件分析文献信息，通过构建关键词共现网络、聚类视图及时区视图等知识图谱反映研究现状及热点；在全景展示的基础上进行深入解析，从图书馆资源建设、服务创新、技术实现3个角度探讨图书馆个性化推荐研究的发展趋势，并提出相应建议，以期为我国图书馆个性化管理与服务提供借鉴。

Taking CNKI database as a data source, based on the "library" and "recommended" as a combined theme for literature retrieval, this paper displays the visual knowledge map such as the keywords cooccurrence network, cluster views and timezone views by CiteSpace software. They reveal the current status and research hotspots of the library personalized recommendation in China. And we make an indepth analysis and discuss the development trend of personalized recommendation research in the field of library from the aspects of library construction, service and technology. Finally, some suggestions are put forward to provide reference for the individualized management and service of libraries in China.