The development of philosophy has spawned a new type of interpersonal relationship, namely network community. As the main group of network applications, college students are an important part of the network community. Different from traditional thinking, community philosophical thinking has the remarkable characteristics of “equality, interaction, openness, and cooperation.” In the new media environment, we should fully learn from and learn philosophical thinking, carry out mechanism innovation, and form a “decentralized” network education community system; create a borderless network “education ecology”; build a network education model integrating “self-education” and “peer education”; promote the upgrading of network education mechanism from “one-way traffic” to “interactive participation”; and innovate the education mechanism in four aspects, so as to better meet the requirements of Education under the new media environment and improve the effect at the same time. Facing the era environment of philosophy and technology, the community environment should rely on the network community to study the innovation path. This paper first analyzes the connotation and characteristics of the online community, then discusses the innovation mechanism and communication significance of philosophical thinking based on the online community, and finally summarizes the innovation path of philosophical thinking based on the online community. By combing the impact and challenges brought by philosophy, this paper analyzes the necessity and importance of constructing innovation mechanisms under philosophical thinking, explains the rationality and superiority of innovation mechanisms under philosophical thinking, and puts forward some suggestions on constructing innovation mechanisms and communication path.