独立学院拥有特殊的运行机制，担任培养社会主义接班人的重任，做好独立学院党建工作是新时代的重要课题。理论和现实对比研究，首先梳理独立学院党建工作中遇到的现状和瓶颈；其次，借助文献计量方法，对中国知网2004年至2019年11月的文献数据进行可视化。研究发现，学界持续关注独立学院的党建工作，研究热点内容聚焦在独立学院党建工作必要性、发现问题解决问题、解决问题的具体方法、融合创新思维推进党建发展四个方面，理论研究为解决实际问题服务。加强师生思想政治教育，借助互联网、智能化等新模式为独立学院党建工作赋能，提升党建水平。

The independent college has a special operation mechanism, and it is an important task to train the successors of socialism. It is an important task for the new era to do a good job in the party construction of the independent college. First, this paper combs the current situation and bottlenecks in the party construction of independent colleges; secondly, with the help of bibliometric method, the literature data of China HowNet from 2004 to November 2019 are visualized. The research found that the academic community continued to pay attention to the party building work of independent colleges, and the research focuses on four aspects: the necessity of the party building work of independent colleges, the discovery and solution of problems, the specific methods to solve problems, and the integration of innovative thinking to promote the development of Party building, theoretical research serves to solve practical problems. Strengthen the ideological and political education of teachers and students, empower the party construction of independent colleges with the help of new models such as Internet and intelligence, and improve the level of Party construction.